improved_aligned_similarities.ipynb

{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 1,
   "id": "4c083dd4",
   "metadata": {},
   "outputs": [],
   "source": [
    "from tslearn.metrics import dtw_path\n",
    "from utils import *\n",
    "from keypoint_frames import *\n",
    "from overall_video_similarity import *\n",
    "from settings import *\n",
    "from clustering import *\n",
    "from visualization import display_video"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "id": "60c79cf8",
   "metadata": {},
   "outputs": [],
   "source": [
    "import os\n",
    "import re\n",
    "import pandas as pd"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "id": "d85124f9",
   "metadata": {},
   "outputs": [],
   "source": [
    "from tqdm import tqdm\n",
    "import warnings\n",
    "warnings.filterwarnings(\"ignore\")"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "2d1b717a",
   "metadata": {},
   "source": [
    "# Load Data"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "id": "3cbf7e68",
   "metadata": {},
   "outputs": [],
   "source": [
    "video_names = list_video_names() # in utils.py\n",
    "video_names = [x for x in video_names if 'P2'!=x]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "id": "2701e5cc",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "84"
      ]
     },
     "execution_count": 6,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "len(video_names)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "id": "2292ad37",
   "metadata": {},
   "outputs": [],
   "source": [
    "# Create angle DataFrames for each video\n",
    "angle_dataframes = {}\n",
    "for video_name in video_names[:5]:\n",
    "    angle_dataframes[video_name] = create_angles(video_name)  # Or use create_angles_new() => DanceMoves function"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "id": "6090c1a4",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "(29, 71)"
      ]
     },
     "execution_count": 8,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "angle_dataframes[video_name].shape # (winkel, n_frames)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "id": "ad9e2f5a",
   "metadata": {},
   "outputs": [
    {
     "data": {
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       "      <th>1</th>\n",
       "      <th>2</th>\n",
       "      <th>3</th>\n",
       "      <th>4</th>\n",
       "      <th>5</th>\n",
       "      <th>6</th>\n",
       "      <th>7</th>\n",
       "      <th>8</th>\n",
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       "      <th>61</th>\n",
       "      <th>62</th>\n",
       "      <th>63</th>\n",
       "      <th>64</th>\n",
       "      <th>65</th>\n",
       "      <th>66</th>\n",
       "      <th>67</th>\n",
       "      <th>68</th>\n",
       "      <th>69</th>\n",
       "      <th>70</th>\n",
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       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>0.145</td>\n",
       "      <td>0.145</td>\n",
       "      <td>0.145</td>\n",
       "      <td>0.201</td>\n",
       "      <td>0.145</td>\n",
       "      <td>0.144</td>\n",
       "      <td>0.141</td>\n",
       "      <td>0.115</td>\n",
       "      <td>0.144</td>\n",
       "      <td>0.113</td>\n",
       "      <td>...</td>\n",
       "      <td>0.234</td>\n",
       "      <td>0.231</td>\n",
       "      <td>0.202</td>\n",
       "      <td>0.183</td>\n",
       "      <td>0.157</td>\n",
       "      <td>0.180</td>\n",
       "      <td>0.225</td>\n",
       "      <td>0.228</td>\n",
       "      <td>0.252</td>\n",
       "      <td>0.252</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>-0.194</td>\n",
       "      <td>-0.194</td>\n",
       "      <td>-0.193</td>\n",
       "      <td>-0.145</td>\n",
       "      <td>-0.193</td>\n",
       "      <td>-0.193</td>\n",
       "      <td>-0.199</td>\n",
       "      <td>-0.120</td>\n",
       "      <td>-0.146</td>\n",
       "      <td>-0.119</td>\n",
       "      <td>...</td>\n",
       "      <td>-0.189</td>\n",
       "      <td>-0.186</td>\n",
       "      <td>-0.164</td>\n",
       "      <td>-0.228</td>\n",
       "      <td>-0.209</td>\n",
       "      <td>-0.233</td>\n",
       "      <td>-0.229</td>\n",
       "      <td>-0.232</td>\n",
       "      <td>-0.256</td>\n",
       "      <td>-0.212</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>-0.999</td>\n",
       "      <td>-0.999</td>\n",
       "      <td>-0.999</td>\n",
       "      <td>-0.998</td>\n",
       "      <td>-0.999</td>\n",
       "      <td>-0.999</td>\n",
       "      <td>-0.998</td>\n",
       "      <td>-1.000</td>\n",
       "      <td>-1.000</td>\n",
       "      <td>-1.000</td>\n",
       "      <td>...</td>\n",
       "      <td>-0.999</td>\n",
       "      <td>-0.999</td>\n",
       "      <td>-0.999</td>\n",
       "      <td>-0.999</td>\n",
       "      <td>-0.999</td>\n",
       "      <td>-0.999</td>\n",
       "      <td>-1.000</td>\n",
       "      <td>-1.000</td>\n",
       "      <td>-1.000</td>\n",
       "      <td>-0.999</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>0.638</td>\n",
       "      <td>0.638</td>\n",
       "      <td>0.638</td>\n",
       "      <td>0.680</td>\n",
       "      <td>0.650</td>\n",
       "      <td>0.649</td>\n",
       "      <td>0.631</td>\n",
       "      <td>0.635</td>\n",
       "      <td>0.636</td>\n",
       "      <td>0.616</td>\n",
       "      <td>...</td>\n",
       "      <td>0.985</td>\n",
       "      <td>0.985</td>\n",
       "      <td>0.985</td>\n",
       "      <td>0.976</td>\n",
       "      <td>0.974</td>\n",
       "      <td>0.974</td>\n",
       "      <td>0.989</td>\n",
       "      <td>0.990</td>\n",
       "      <td>0.988</td>\n",
       "      <td>0.991</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>0.432</td>\n",
       "      <td>0.431</td>\n",
       "      <td>0.444</td>\n",
       "      <td>0.431</td>\n",
       "      <td>0.431</td>\n",
       "      <td>0.443</td>\n",
       "      <td>0.462</td>\n",
       "      <td>0.445</td>\n",
       "      <td>0.471</td>\n",
       "      <td>0.572</td>\n",
       "      <td>...</td>\n",
       "      <td>0.976</td>\n",
       "      <td>0.976</td>\n",
       "      <td>0.976</td>\n",
       "      <td>0.970</td>\n",
       "      <td>0.969</td>\n",
       "      <td>0.969</td>\n",
       "      <td>0.970</td>\n",
       "      <td>0.965</td>\n",
       "      <td>0.962</td>\n",
       "      <td>0.975</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5</th>\n",
       "      <td>0.487</td>\n",
       "      <td>0.487</td>\n",
       "      <td>0.487</td>\n",
       "      <td>0.548</td>\n",
       "      <td>0.505</td>\n",
       "      <td>0.488</td>\n",
       "      <td>0.500</td>\n",
       "      <td>0.547</td>\n",
       "      <td>0.547</td>\n",
       "      <td>0.534</td>\n",
       "      <td>...</td>\n",
       "      <td>0.982</td>\n",
       "      <td>0.983</td>\n",
       "      <td>0.983</td>\n",
       "      <td>0.990</td>\n",
       "      <td>0.991</td>\n",
       "      <td>0.991</td>\n",
       "      <td>0.989</td>\n",
       "      <td>0.989</td>\n",
       "      <td>0.989</td>\n",
       "      <td>0.976</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6</th>\n",
       "      <td>0.325</td>\n",
       "      <td>0.304</td>\n",
       "      <td>0.325</td>\n",
       "      <td>0.286</td>\n",
       "      <td>0.285</td>\n",
       "      <td>0.325</td>\n",
       "      <td>0.268</td>\n",
       "      <td>0.285</td>\n",
       "      <td>0.284</td>\n",
       "      <td>0.294</td>\n",
       "      <td>...</td>\n",
       "      <td>0.761</td>\n",
       "      <td>0.757</td>\n",
       "      <td>0.758</td>\n",
       "      <td>0.758</td>\n",
       "      <td>0.758</td>\n",
       "      <td>0.773</td>\n",
       "      <td>0.777</td>\n",
       "      <td>0.777</td>\n",
       "      <td>0.777</td>\n",
       "      <td>0.792</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7</th>\n",
       "      <td>0.217</td>\n",
       "      <td>0.217</td>\n",
       "      <td>0.216</td>\n",
       "      <td>0.216</td>\n",
       "      <td>0.217</td>\n",
       "      <td>0.215</td>\n",
       "      <td>0.295</td>\n",
       "      <td>0.166</td>\n",
       "      <td>0.292</td>\n",
       "      <td>0.162</td>\n",
       "      <td>...</td>\n",
       "      <td>0.414</td>\n",
       "      <td>0.519</td>\n",
       "      <td>0.520</td>\n",
       "      <td>0.519</td>\n",
       "      <td>0.441</td>\n",
       "      <td>0.532</td>\n",
       "      <td>0.519</td>\n",
       "      <td>0.384</td>\n",
       "      <td>0.448</td>\n",
       "      <td>0.413</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8</th>\n",
       "      <td>-0.531</td>\n",
       "      <td>-0.531</td>\n",
       "      <td>-0.531</td>\n",
       "      <td>-0.529</td>\n",
       "      <td>-0.531</td>\n",
       "      <td>-0.531</td>\n",
       "      <td>-0.532</td>\n",
       "      <td>-0.657</td>\n",
       "      <td>-0.534</td>\n",
       "      <td>-0.663</td>\n",
       "      <td>...</td>\n",
       "      <td>-0.315</td>\n",
       "      <td>-0.242</td>\n",
       "      <td>-0.266</td>\n",
       "      <td>-0.245</td>\n",
       "      <td>-0.270</td>\n",
       "      <td>-0.192</td>\n",
       "      <td>-0.245</td>\n",
       "      <td>-0.386</td>\n",
       "      <td>-0.296</td>\n",
       "      <td>-0.297</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9</th>\n",
       "      <td>-0.461</td>\n",
       "      <td>-0.461</td>\n",
       "      <td>-0.461</td>\n",
       "      <td>-0.590</td>\n",
       "      <td>-0.589</td>\n",
       "      <td>-0.589</td>\n",
       "      <td>-0.589</td>\n",
       "      <td>-0.567</td>\n",
       "      <td>-0.588</td>\n",
       "      <td>-0.565</td>\n",
       "      <td>...</td>\n",
       "      <td>-0.925</td>\n",
       "      <td>-0.898</td>\n",
       "      <td>-0.908</td>\n",
       "      <td>-0.898</td>\n",
       "      <td>-0.909</td>\n",
       "      <td>-0.763</td>\n",
       "      <td>-0.897</td>\n",
       "      <td>-0.925</td>\n",
       "      <td>-0.813</td>\n",
       "      <td>-0.814</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>10</th>\n",
       "      <td>-0.508</td>\n",
       "      <td>-0.508</td>\n",
       "      <td>-0.507</td>\n",
       "      <td>-0.373</td>\n",
       "      <td>-0.372</td>\n",
       "      <td>-0.371</td>\n",
       "      <td>-0.371</td>\n",
       "      <td>-0.248</td>\n",
       "      <td>-0.370</td>\n",
       "      <td>-0.243</td>\n",
       "      <td>...</td>\n",
       "      <td>0.651</td>\n",
       "      <td>0.644</td>\n",
       "      <td>0.645</td>\n",
       "      <td>0.646</td>\n",
       "      <td>0.647</td>\n",
       "      <td>0.781</td>\n",
       "      <td>0.649</td>\n",
       "      <td>0.708</td>\n",
       "      <td>0.797</td>\n",
       "      <td>0.797</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>11</th>\n",
       "      <td>0.383</td>\n",
       "      <td>0.383</td>\n",
       "      <td>0.460</td>\n",
       "      <td>0.242</td>\n",
       "      <td>0.242</td>\n",
       "      <td>0.242</td>\n",
       "      <td>0.241</td>\n",
       "      <td>0.311</td>\n",
       "      <td>0.325</td>\n",
       "      <td>0.325</td>\n",
       "      <td>...</td>\n",
       "      <td>0.036</td>\n",
       "      <td>-0.034</td>\n",
       "      <td>-0.036</td>\n",
       "      <td>-0.036</td>\n",
       "      <td>-0.036</td>\n",
       "      <td>-0.280</td>\n",
       "      <td>-0.039</td>\n",
       "      <td>0.034</td>\n",
       "      <td>-0.173</td>\n",
       "      <td>-0.171</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>12</th>\n",
       "      <td>-0.225</td>\n",
       "      <td>-0.244</td>\n",
       "      <td>-0.239</td>\n",
       "      <td>-0.240</td>\n",
       "      <td>-0.244</td>\n",
       "      <td>-0.311</td>\n",
       "      <td>-0.310</td>\n",
       "      <td>-0.234</td>\n",
       "      <td>-0.243</td>\n",
       "      <td>-0.238</td>\n",
       "      <td>...</td>\n",
       "      <td>0.384</td>\n",
       "      <td>0.314</td>\n",
       "      <td>0.385</td>\n",
       "      <td>0.384</td>\n",
       "      <td>0.387</td>\n",
       "      <td>0.388</td>\n",
       "      <td>0.404</td>\n",
       "      <td>0.335</td>\n",
       "      <td>0.404</td>\n",
       "      <td>0.405</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>13</th>\n",
       "      <td>1.000</td>\n",
       "      <td>0.999</td>\n",
       "      <td>0.999</td>\n",
       "      <td>0.999</td>\n",
       "      <td>0.999</td>\n",
       "      <td>1.000</td>\n",
       "      <td>1.000</td>\n",
       "      <td>1.000</td>\n",
       "      <td>1.000</td>\n",
       "      <td>1.000</td>\n",
       "      <td>...</td>\n",
       "      <td>0.826</td>\n",
       "      <td>0.825</td>\n",
       "      <td>0.826</td>\n",
       "      <td>0.825</td>\n",
       "      <td>0.827</td>\n",
       "      <td>0.818</td>\n",
       "      <td>0.808</td>\n",
       "      <td>0.808</td>\n",
       "      <td>0.807</td>\n",
       "      <td>0.807</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>14</th>\n",
       "      <td>-0.181</td>\n",
       "      <td>-0.182</td>\n",
       "      <td>-0.159</td>\n",
       "      <td>-0.159</td>\n",
       "      <td>-0.159</td>\n",
       "      <td>-0.221</td>\n",
       "      <td>-0.208</td>\n",
       "      <td>-0.187</td>\n",
       "      <td>-0.084</td>\n",
       "      <td>-0.111</td>\n",
       "      <td>...</td>\n",
       "      <td>0.341</td>\n",
       "      <td>0.270</td>\n",
       "      <td>0.341</td>\n",
       "      <td>0.341</td>\n",
       "      <td>0.341</td>\n",
       "      <td>0.333</td>\n",
       "      <td>0.324</td>\n",
       "      <td>0.333</td>\n",
       "      <td>0.325</td>\n",
       "      <td>0.324</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>15</th>\n",
       "      <td>0.986</td>\n",
       "      <td>0.986</td>\n",
       "      <td>0.992</td>\n",
       "      <td>0.992</td>\n",
       "      <td>0.992</td>\n",
       "      <td>0.996</td>\n",
       "      <td>0.998</td>\n",
       "      <td>1.000</td>\n",
       "      <td>1.000</td>\n",
       "      <td>0.992</td>\n",
       "      <td>...</td>\n",
       "      <td>1.000</td>\n",
       "      <td>1.000</td>\n",
       "      <td>1.000</td>\n",
       "      <td>1.000</td>\n",
       "      <td>1.000</td>\n",
       "      <td>1.000</td>\n",
       "      <td>1.000</td>\n",
       "      <td>1.000</td>\n",
       "      <td>1.000</td>\n",
       "      <td>0.999</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>16</th>\n",
       "      <td>0.956</td>\n",
       "      <td>0.957</td>\n",
       "      <td>0.962</td>\n",
       "      <td>0.961</td>\n",
       "      <td>0.925</td>\n",
       "      <td>0.930</td>\n",
       "      <td>0.936</td>\n",
       "      <td>0.942</td>\n",
       "      <td>0.907</td>\n",
       "      <td>0.898</td>\n",
       "      <td>...</td>\n",
       "      <td>0.881</td>\n",
       "      <td>0.877</td>\n",
       "      <td>0.881</td>\n",
       "      <td>0.881</td>\n",
       "      <td>0.881</td>\n",
       "      <td>0.877</td>\n",
       "      <td>0.874</td>\n",
       "      <td>0.874</td>\n",
       "      <td>0.874</td>\n",
       "      <td>0.874</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>17</th>\n",
       "      <td>0.995</td>\n",
       "      <td>0.993</td>\n",
       "      <td>0.994</td>\n",
       "      <td>0.986</td>\n",
       "      <td>0.999</td>\n",
       "      <td>0.994</td>\n",
       "      <td>0.994</td>\n",
       "      <td>0.998</td>\n",
       "      <td>0.999</td>\n",
       "      <td>1.000</td>\n",
       "      <td>...</td>\n",
       "      <td>0.942</td>\n",
       "      <td>0.942</td>\n",
       "      <td>0.943</td>\n",
       "      <td>0.943</td>\n",
       "      <td>0.914</td>\n",
       "      <td>0.914</td>\n",
       "      <td>0.884</td>\n",
       "      <td>0.884</td>\n",
       "      <td>0.884</td>\n",
       "      <td>0.884</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>18</th>\n",
       "      <td>-0.102</td>\n",
       "      <td>-0.100</td>\n",
       "      <td>0.691</td>\n",
       "      <td>0.010</td>\n",
       "      <td>0.547</td>\n",
       "      <td>0.546</td>\n",
       "      <td>0.129</td>\n",
       "      <td>0.950</td>\n",
       "      <td>-0.200</td>\n",
       "      <td>-0.180</td>\n",
       "      <td>...</td>\n",
       "      <td>-0.898</td>\n",
       "      <td>-0.899</td>\n",
       "      <td>-0.898</td>\n",
       "      <td>-0.899</td>\n",
       "      <td>-0.899</td>\n",
       "      <td>-0.899</td>\n",
       "      <td>-0.966</td>\n",
       "      <td>-0.966</td>\n",
       "      <td>-0.906</td>\n",
       "      <td>-0.965</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>19</th>\n",
       "      <td>0.946</td>\n",
       "      <td>0.951</td>\n",
       "      <td>0.978</td>\n",
       "      <td>0.979</td>\n",
       "      <td>0.997</td>\n",
       "      <td>0.996</td>\n",
       "      <td>0.995</td>\n",
       "      <td>0.993</td>\n",
       "      <td>1.000</td>\n",
       "      <td>0.957</td>\n",
       "      <td>...</td>\n",
       "      <td>-0.112</td>\n",
       "      <td>-0.112</td>\n",
       "      <td>-0.112</td>\n",
       "      <td>-0.112</td>\n",
       "      <td>-0.104</td>\n",
       "      <td>-0.119</td>\n",
       "      <td>-0.120</td>\n",
       "      <td>-0.119</td>\n",
       "      <td>-0.104</td>\n",
       "      <td>-0.119</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>20</th>\n",
       "      <td>0.908</td>\n",
       "      <td>0.909</td>\n",
       "      <td>0.949</td>\n",
       "      <td>0.930</td>\n",
       "      <td>0.999</td>\n",
       "      <td>0.982</td>\n",
       "      <td>0.979</td>\n",
       "      <td>0.998</td>\n",
       "      <td>0.997</td>\n",
       "      <td>0.950</td>\n",
       "      <td>...</td>\n",
       "      <td>-0.438</td>\n",
       "      <td>-0.438</td>\n",
       "      <td>-0.438</td>\n",
       "      <td>-0.437</td>\n",
       "      <td>-0.500</td>\n",
       "      <td>-0.512</td>\n",
       "      <td>-0.570</td>\n",
       "      <td>-0.570</td>\n",
       "      <td>-0.557</td>\n",
       "      <td>-0.570</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>21</th>\n",
       "      <td>0.538</td>\n",
       "      <td>0.537</td>\n",
       "      <td>0.480</td>\n",
       "      <td>0.481</td>\n",
       "      <td>0.361</td>\n",
       "      <td>0.347</td>\n",
       "      <td>0.333</td>\n",
       "      <td>0.366</td>\n",
       "      <td>0.360</td>\n",
       "      <td>0.176</td>\n",
       "      <td>...</td>\n",
       "      <td>0.999</td>\n",
       "      <td>1.000</td>\n",
       "      <td>0.999</td>\n",
       "      <td>0.999</td>\n",
       "      <td>0.998</td>\n",
       "      <td>0.999</td>\n",
       "      <td>1.000</td>\n",
       "      <td>1.000</td>\n",
       "      <td>0.999</td>\n",
       "      <td>0.999</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>22</th>\n",
       "      <td>0.268</td>\n",
       "      <td>0.268</td>\n",
       "      <td>0.220</td>\n",
       "      <td>0.220</td>\n",
       "      <td>-0.021</td>\n",
       "      <td>-0.021</td>\n",
       "      <td>-0.020</td>\n",
       "      <td>0.034</td>\n",
       "      <td>-0.066</td>\n",
       "      <td>-0.274</td>\n",
       "      <td>...</td>\n",
       "      <td>0.856</td>\n",
       "      <td>0.867</td>\n",
       "      <td>0.856</td>\n",
       "      <td>0.856</td>\n",
       "      <td>0.846</td>\n",
       "      <td>0.856</td>\n",
       "      <td>0.868</td>\n",
       "      <td>0.880</td>\n",
       "      <td>0.856</td>\n",
       "      <td>0.857</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23</th>\n",
       "      <td>-0.992</td>\n",
       "      <td>-0.993</td>\n",
       "      <td>-0.890</td>\n",
       "      <td>-0.894</td>\n",
       "      <td>-0.956</td>\n",
       "      <td>-0.957</td>\n",
       "      <td>-0.955</td>\n",
       "      <td>-0.770</td>\n",
       "      <td>-0.849</td>\n",
       "      <td>-0.775</td>\n",
       "      <td>...</td>\n",
       "      <td>-0.375</td>\n",
       "      <td>-0.394</td>\n",
       "      <td>-0.376</td>\n",
       "      <td>-0.378</td>\n",
       "      <td>-0.360</td>\n",
       "      <td>-0.376</td>\n",
       "      <td>-0.394</td>\n",
       "      <td>-0.291</td>\n",
       "      <td>-0.376</td>\n",
       "      <td>-0.376</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>24</th>\n",
       "      <td>-0.078</td>\n",
       "      <td>-0.078</td>\n",
       "      <td>-0.078</td>\n",
       "      <td>-0.027</td>\n",
       "      <td>-0.078</td>\n",
       "      <td>-0.077</td>\n",
       "      <td>-0.083</td>\n",
       "      <td>-0.028</td>\n",
       "      <td>-0.014</td>\n",
       "      <td>-0.014</td>\n",
       "      <td>...</td>\n",
       "      <td>-0.161</td>\n",
       "      <td>-0.160</td>\n",
       "      <td>-0.178</td>\n",
       "      <td>-0.209</td>\n",
       "      <td>-0.228</td>\n",
       "      <td>-0.228</td>\n",
       "      <td>-0.223</td>\n",
       "      <td>-0.221</td>\n",
       "      <td>-0.223</td>\n",
       "      <td>-0.178</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>25</th>\n",
       "      <td>0.028</td>\n",
       "      <td>0.029</td>\n",
       "      <td>0.029</td>\n",
       "      <td>0.084</td>\n",
       "      <td>0.028</td>\n",
       "      <td>0.028</td>\n",
       "      <td>0.024</td>\n",
       "      <td>0.024</td>\n",
       "      <td>0.012</td>\n",
       "      <td>0.008</td>\n",
       "      <td>...</td>\n",
       "      <td>0.206</td>\n",
       "      <td>0.205</td>\n",
       "      <td>0.217</td>\n",
       "      <td>0.163</td>\n",
       "      <td>0.176</td>\n",
       "      <td>0.175</td>\n",
       "      <td>0.219</td>\n",
       "      <td>0.217</td>\n",
       "      <td>0.219</td>\n",
       "      <td>0.219</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>26</th>\n",
       "      <td>0.993</td>\n",
       "      <td>0.993</td>\n",
       "      <td>0.993</td>\n",
       "      <td>0.993</td>\n",
       "      <td>0.993</td>\n",
       "      <td>0.993</td>\n",
       "      <td>0.993</td>\n",
       "      <td>0.996</td>\n",
       "      <td>0.991</td>\n",
       "      <td>0.994</td>\n",
       "      <td>...</td>\n",
       "      <td>1.000</td>\n",
       "      <td>1.000</td>\n",
       "      <td>1.000</td>\n",
       "      <td>1.000</td>\n",
       "      <td>1.000</td>\n",
       "      <td>1.000</td>\n",
       "      <td>1.000</td>\n",
       "      <td>1.000</td>\n",
       "      <td>0.999</td>\n",
       "      <td>0.999</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>27</th>\n",
       "      <td>0.030</td>\n",
       "      <td>0.030</td>\n",
       "      <td>0.029</td>\n",
       "      <td>0.029</td>\n",
       "      <td>0.030</td>\n",
       "      <td>-0.048</td>\n",
       "      <td>-0.048</td>\n",
       "      <td>0.030</td>\n",
       "      <td>0.045</td>\n",
       "      <td>0.046</td>\n",
       "      <td>...</td>\n",
       "      <td>0.133</td>\n",
       "      <td>0.059</td>\n",
       "      <td>0.119</td>\n",
       "      <td>0.131</td>\n",
       "      <td>0.116</td>\n",
       "      <td>0.116</td>\n",
       "      <td>0.116</td>\n",
       "      <td>0.043</td>\n",
       "      <td>0.116</td>\n",
       "      <td>0.116</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>28</th>\n",
       "      <td>0.059</td>\n",
       "      <td>0.058</td>\n",
       "      <td>0.059</td>\n",
       "      <td>0.059</td>\n",
       "      <td>0.058</td>\n",
       "      <td>-0.028</td>\n",
       "      <td>-0.029</td>\n",
       "      <td>-0.029</td>\n",
       "      <td>0.042</td>\n",
       "      <td>-0.046</td>\n",
       "      <td>...</td>\n",
       "      <td>-0.034</td>\n",
       "      <td>-0.101</td>\n",
       "      <td>-0.020</td>\n",
       "      <td>-0.032</td>\n",
       "      <td>-0.017</td>\n",
       "      <td>-0.017</td>\n",
       "      <td>-0.017</td>\n",
       "      <td>-0.019</td>\n",
       "      <td>-0.017</td>\n",
       "      <td>-0.017</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>29 rows × 71 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "       0      1      2      3      4      5      6      7      8      9   ...   \n",
       "0   0.145  0.145  0.145  0.201  0.145  0.144  0.141  0.115  0.144  0.113  ...  \\\n",
       "1  -0.194 -0.194 -0.193 -0.145 -0.193 -0.193 -0.199 -0.120 -0.146 -0.119  ...   \n",
       "2  -0.999 -0.999 -0.999 -0.998 -0.999 -0.999 -0.998 -1.000 -1.000 -1.000  ...   \n",
       "3   0.638  0.638  0.638  0.680  0.650  0.649  0.631  0.635  0.636  0.616  ...   \n",
       "4   0.432  0.431  0.444  0.431  0.431  0.443  0.462  0.445  0.471  0.572  ...   \n",
       "5   0.487  0.487  0.487  0.548  0.505  0.488  0.500  0.547  0.547  0.534  ...   \n",
       "6   0.325  0.304  0.325  0.286  0.285  0.325  0.268  0.285  0.284  0.294  ...   \n",
       "7   0.217  0.217  0.216  0.216  0.217  0.215  0.295  0.166  0.292  0.162  ...   \n",
       "8  -0.531 -0.531 -0.531 -0.529 -0.531 -0.531 -0.532 -0.657 -0.534 -0.663  ...   \n",
       "9  -0.461 -0.461 -0.461 -0.590 -0.589 -0.589 -0.589 -0.567 -0.588 -0.565  ...   \n",
       "10 -0.508 -0.508 -0.507 -0.373 -0.372 -0.371 -0.371 -0.248 -0.370 -0.243  ...   \n",
       "11  0.383  0.383  0.460  0.242  0.242  0.242  0.241  0.311  0.325  0.325  ...   \n",
       "12 -0.225 -0.244 -0.239 -0.240 -0.244 -0.311 -0.310 -0.234 -0.243 -0.238  ...   \n",
       "13  1.000  0.999  0.999  0.999  0.999  1.000  1.000  1.000  1.000  1.000  ...   \n",
       "14 -0.181 -0.182 -0.159 -0.159 -0.159 -0.221 -0.208 -0.187 -0.084 -0.111  ...   \n",
       "15  0.986  0.986  0.992  0.992  0.992  0.996  0.998  1.000  1.000  0.992  ...   \n",
       "16  0.956  0.957  0.962  0.961  0.925  0.930  0.936  0.942  0.907  0.898  ...   \n",
       "17  0.995  0.993  0.994  0.986  0.999  0.994  0.994  0.998  0.999  1.000  ...   \n",
       "18 -0.102 -0.100  0.691  0.010  0.547  0.546  0.129  0.950 -0.200 -0.180  ...   \n",
       "19  0.946  0.951  0.978  0.979  0.997  0.996  0.995  0.993  1.000  0.957  ...   \n",
       "20  0.908  0.909  0.949  0.930  0.999  0.982  0.979  0.998  0.997  0.950  ...   \n",
       "21  0.538  0.537  0.480  0.481  0.361  0.347  0.333  0.366  0.360  0.176  ...   \n",
       "22  0.268  0.268  0.220  0.220 -0.021 -0.021 -0.020  0.034 -0.066 -0.274  ...   \n",
       "23 -0.992 -0.993 -0.890 -0.894 -0.956 -0.957 -0.955 -0.770 -0.849 -0.775  ...   \n",
       "24 -0.078 -0.078 -0.078 -0.027 -0.078 -0.077 -0.083 -0.028 -0.014 -0.014  ...   \n",
       "25  0.028  0.029  0.029  0.084  0.028  0.028  0.024  0.024  0.012  0.008  ...   \n",
       "26  0.993  0.993  0.993  0.993  0.993  0.993  0.993  0.996  0.991  0.994  ...   \n",
       "27  0.030  0.030  0.029  0.029  0.030 -0.048 -0.048  0.030  0.045  0.046  ...   \n",
       "28  0.059  0.058  0.059  0.059  0.058 -0.028 -0.029 -0.029  0.042 -0.046  ...   \n",
       "\n",
       "       61     62     63     64     65     66     67     68     69     70  \n",
       "0   0.234  0.231  0.202  0.183  0.157  0.180  0.225  0.228  0.252  0.252  \n",
       "1  -0.189 -0.186 -0.164 -0.228 -0.209 -0.233 -0.229 -0.232 -0.256 -0.212  \n",
       "2  -0.999 -0.999 -0.999 -0.999 -0.999 -0.999 -1.000 -1.000 -1.000 -0.999  \n",
       "3   0.985  0.985  0.985  0.976  0.974  0.974  0.989  0.990  0.988  0.991  \n",
       "4   0.976  0.976  0.976  0.970  0.969  0.969  0.970  0.965  0.962  0.975  \n",
       "5   0.982  0.983  0.983  0.990  0.991  0.991  0.989  0.989  0.989  0.976  \n",
       "6   0.761  0.757  0.758  0.758  0.758  0.773  0.777  0.777  0.777  0.792  \n",
       "7   0.414  0.519  0.520  0.519  0.441  0.532  0.519  0.384  0.448  0.413  \n",
       "8  -0.315 -0.242 -0.266 -0.245 -0.270 -0.192 -0.245 -0.386 -0.296 -0.297  \n",
       "9  -0.925 -0.898 -0.908 -0.898 -0.909 -0.763 -0.897 -0.925 -0.813 -0.814  \n",
       "10  0.651  0.644  0.645  0.646  0.647  0.781  0.649  0.708  0.797  0.797  \n",
       "11  0.036 -0.034 -0.036 -0.036 -0.036 -0.280 -0.039  0.034 -0.173 -0.171  \n",
       "12  0.384  0.314  0.385  0.384  0.387  0.388  0.404  0.335  0.404  0.405  \n",
       "13  0.826  0.825  0.826  0.825  0.827  0.818  0.808  0.808  0.807  0.807  \n",
       "14  0.341  0.270  0.341  0.341  0.341  0.333  0.324  0.333  0.325  0.324  \n",
       "15  1.000  1.000  1.000  1.000  1.000  1.000  1.000  1.000  1.000  0.999  \n",
       "16  0.881  0.877  0.881  0.881  0.881  0.877  0.874  0.874  0.874  0.874  \n",
       "17  0.942  0.942  0.943  0.943  0.914  0.914  0.884  0.884  0.884  0.884  \n",
       "18 -0.898 -0.899 -0.898 -0.899 -0.899 -0.899 -0.966 -0.966 -0.906 -0.965  \n",
       "19 -0.112 -0.112 -0.112 -0.112 -0.104 -0.119 -0.120 -0.119 -0.104 -0.119  \n",
       "20 -0.438 -0.438 -0.438 -0.437 -0.500 -0.512 -0.570 -0.570 -0.557 -0.570  \n",
       "21  0.999  1.000  0.999  0.999  0.998  0.999  1.000  1.000  0.999  0.999  \n",
       "22  0.856  0.867  0.856  0.856  0.846  0.856  0.868  0.880  0.856  0.857  \n",
       "23 -0.375 -0.394 -0.376 -0.378 -0.360 -0.376 -0.394 -0.291 -0.376 -0.376  \n",
       "24 -0.161 -0.160 -0.178 -0.209 -0.228 -0.228 -0.223 -0.221 -0.223 -0.178  \n",
       "25  0.206  0.205  0.217  0.163  0.176  0.175  0.219  0.217  0.219  0.219  \n",
       "26  1.000  1.000  1.000  1.000  1.000  1.000  1.000  1.000  0.999  0.999  \n",
       "27  0.133  0.059  0.119  0.131  0.116  0.116  0.116  0.043  0.116  0.116  \n",
       "28 -0.034 -0.101 -0.020 -0.032 -0.017 -0.017 -0.017 -0.019 -0.017 -0.017  \n",
       "\n",
       "[29 rows x 71 columns]"
      ]
     },
     "execution_count": 9,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "angle_dataframes[video_name] # 1 Video => (29 winkel = Rows, (?)84 Frames = Columns)"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "d0aab123",
   "metadata": {},
   "source": [
    "# Introduction: Dynamic Time Warping (alingment)"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "1ca798cb",
   "metadata": {},
   "source": [
    "1. Initialize a cost matrix C of size (n+1) x (m+1) with zeros, where n and m are the lengths of time series A and B, respectively.\n",
    "2. Set C[0][0] to infinity.\n",
    "3. For each element (i, j) in C, excluding C[0][0]:\n",
    "   a. Calculate the squared Euclidean distance d(i, j) between A[i-1] and B[j-1].\n",
    "   b. Update the cost matrix C[i][j] with the sum of d(i, j) and the minimum of the neighboring costs:\n",
    "      C[i-1][j], C[i][j-1], and C[i-1][j-1].\n",
    "4. Initialize an empty list to store the DTW path.\n",
    "5. Set the current position (i, j) to (n, m).\n",
    "6. While i > 0 or j > 0:\n",
    "   a. Append the current position (i, j) to the DTW path.\n",
    "   b. Find the neighboring cell (i', j') with the minimum cost:\n",
    "      C[i-1][j], C[i][j-1], and C[i-1][j-1].\n",
    "   c. Update the current position (i, j) to (i', j').\n",
    "7. Append the starting position (0, 0) to the DTW path.\n",
    "8. Reverse the DTW path.\n",
    "9. Return the DTW path.\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "id": "3b4d7bb7",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "[22, 23]\n"
     ]
    }
   ],
   "source": [
    "for video_name in video_names:\n",
    "    if video_name in angle_dataframes.keys():\n",
    "        df = angle_dataframes[video_name]\n",
    "        nan_rows_indices = df[df.isna().any(axis=1)].index.tolist()\n",
    "        if len(nan_rows_indices) > 0:\n",
    "            print(nan_rows_indices)\n",
    "            \n",
    "# wir scchauen ob irgendwo openpose nan values hat / keine angles available"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "id": "9576e22a",
   "metadata": {},
   "outputs": [],
   "source": [
    "from utils import angle_ids_to_angles\n",
    "from overall_video_similarity import *"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 12,
   "id": "ee2903dd",
   "metadata": {},
   "outputs": [],
   "source": [
    "video_names = video_names[:10]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 14,
   "id": "51a44a6e",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Calculating similarities between AR and AS_L_NA.\n",
      "\n",
      "Calculating similarities between AR and AS_L_WA.\n",
      "\n",
      "Calculating similarities between AR and BA_R_NA.\n",
      "\n",
      "Calculating similarities between AR and BA_R_WA.\n",
      "\n",
      "Calculating similarities between AR and BBS_F_BK.\n"
     ]
    },
    {
     "ename": "KeyError",
     "evalue": "'BBS_F_BK'",
     "output_type": "error",
     "traceback": [
      "\u001b[1;31m---------------------------------------------------------------------------\u001b[0m",
      "\u001b[1;31mKeyError\u001b[0m                                  Traceback (most recent call last)",
      "Cell \u001b[1;32mIn[14], line 10\u001b[0m\n\u001b[0;32m      8\u001b[0m \u001b[38;5;28mprint\u001b[39m(\u001b[38;5;124m'\u001b[39m\u001b[38;5;124mCalculating similarities between \u001b[39m\u001b[38;5;132;01m{}\u001b[39;00m\u001b[38;5;124m and \u001b[39m\u001b[38;5;132;01m{}\u001b[39;00m\u001b[38;5;124m.\u001b[39m\u001b[38;5;124m'\u001b[39m\u001b[38;5;241m.\u001b[39mformat(video_a, video_b))\n\u001b[0;32m      9\u001b[0m angles_a \u001b[38;5;241m=\u001b[39m angle_dataframes[video_a]\u001b[38;5;241m.\u001b[39mfillna(\u001b[38;5;241m0\u001b[39m)  \u001b[38;5;66;03m# angle table of video 1\u001b[39;00m\n\u001b[1;32m---> 10\u001b[0m angles_b \u001b[38;5;241m=\u001b[39m \u001b[43mangle_dataframes\u001b[49m\u001b[43m[\u001b[49m\u001b[43mvideo_b\u001b[49m\u001b[43m]\u001b[49m\u001b[38;5;241m.\u001b[39mfillna(\u001b[38;5;241m0\u001b[39m)  \u001b[38;5;66;03m# angle table of video 2\u001b[39;00m\n\u001b[0;32m     11\u001b[0m similarity, path_dict \u001b[38;5;241m=\u001b[39m overall_similarity(angles_a, angles_b)  \u001b[38;5;66;03m# dtw (vertical)\u001b[39;00m\n\u001b[0;32m     12\u001b[0m similarities[(video_a, video_b)] \u001b[38;5;241m=\u001b[39m similarity\n",
      "\u001b[1;31mKeyError\u001b[0m: 'BBS_F_BK'"
     ]
    }
   ],
   "source": [
    "# Calculate overall similarity for each pair of videos in the list\n",
    "similarities = {}\n",
    "for i in range(len(video_names)):\n",
    "    for j in range(i+1, len(video_names)):\n",
    "        if i != j:\n",
    "            video_a = video_names[i]\n",
    "            video_b = video_names[j]\n",
    "            print('Calculating similarities between {} and {}.'.format(video_a, video_b))\n",
    "            angles_a = angle_dataframes[video_a].fillna(0)  # angle table of video 1\n",
    "            angles_b = angle_dataframes[video_b].fillna(0)  # angle table of video 2\n",
    "            similarity, path_dict = overall_similarity(angles_a, angles_b)  # dtw (vertical)\n",
    "            similarities[(video_a, video_b)] = similarity\n",
    "            print()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 15,
   "id": "55505ab2",
   "metadata": {},
   "outputs": [],
   "source": [
    "# um den pfad von up2 und up3 zu veranschaulichen kann man path_dict ausprinten"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 16,
   "id": "b41f9b88",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "{('AR', 'AS_L_NA'): 0.817,\n",
       " ('AR', 'AS_L_WA'): 0.808,\n",
       " ('AR', 'BA_R_NA'): 0.837,\n",
       " ('AR', 'BA_R_WA'): 0.857}"
      ]
     },
     "execution_count": 16,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "similarities"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 17,
   "id": "9516243e",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Calculating similarities between AR and AS_L_NA.\n",
      "(29, 50)\n",
      "(29, 64)\n"
     ]
    }
   ],
   "source": [
    "# Hier vergleiche ich 2 videos miteinander (a und b)\n",
    "video_a = video_names[0]\n",
    "video_b = video_names[1]\n",
    "print('Calculating similarities between {} and {}.'.format(video_a, video_b))\n",
    "angles_a = angle_dataframes[video_a].fillna(0)\n",
    "angles_b = angle_dataframes[video_b].fillna(0)\n",
    "print(angles_a.shape)\n",
    "print(angles_b.shape)\n",
    "path, cost = dtw_path(angles_a.T, angles_b.T)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 18,
   "id": "de39d0d9",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "'AR'"
      ]
     },
     "execution_count": 18,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "video_a"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 19,
   "id": "b7ea620b",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "'AS_L_NA'"
      ]
     },
     "execution_count": 19,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "video_b"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 20,
   "id": "71e13433",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "\n",
       "    <video width=\"640\" height=\"480\" controls>\n",
       "        <source src=\"data/videos/AR.mp4\" type=\"video/mp4\">\n",
       "    </video>\n",
       "    "
      ],
      "text/plain": [
       "<IPython.core.display.HTML object>"
      ]
     },
     "execution_count": 20,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "display_video(video_a)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 21,
   "id": "72eb5928",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "['Nose',\n",
       " 'Neck',\n",
       " 'Right Shoulder',\n",
       " 'Right Elbow',\n",
       " 'Right Wrist',\n",
       " 'Left Shoulder',\n",
       " 'Left Elbow',\n",
       " 'Left Wrist',\n",
       " 'MidHip',\n",
       " 'Right Hip',\n",
       " 'Right Knee',\n",
       " 'Right Ankle',\n",
       " 'Left Hip',\n",
       " 'Left Knee',\n",
       " 'Left Ankle',\n",
       " 'Right Eye',\n",
       " 'Left Eye',\n",
       " 'Right Ear',\n",
       " 'Left Ear',\n",
       " 'Left BigToe',\n",
       " 'Left SmallToe',\n",
       " 'Left Heel',\n",
       " 'Right BigToe',\n",
       " 'Right SmallToe',\n",
       " 'Right Heel']"
      ]
     },
     "execution_count": 21,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "BODYPARTS_POINT"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 22,
   "id": "5e5412c6",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "{'torso': [1, 8],\n",
       " 'right_shoulder': [1, 2],\n",
       " 'right_upper_arm': [2, 3],\n",
       " 'right_lower_arm': [3, 4],\n",
       " 'left_shoulder': [1, 5],\n",
       " 'left_upper_arm': [5, 6],\n",
       " 'left_lower_arm': [6, 7],\n",
       " 'right_hip': [8, 9],\n",
       " 'right_upper_leg': [9, 10],\n",
       " 'right_lower_leg': [10, 11],\n",
       " 'left_hip': [8, 12],\n",
       " 'left_upper_leg': [12, 13],\n",
       " 'left_lower_leg': [13, 14],\n",
       " 'nose_to_neck': [1, 0],\n",
       " 'right_eye_to_nose': [0, 15],\n",
       " 'right_ear_to_eye': [15, 17],\n",
       " 'left_eye_to_nose': [0, 16],\n",
       " 'left_ear_to_eye': [16, 18],\n",
       " 'left_foot': [14, 19],\n",
       " 'left_toes': [19, 20],\n",
       " 'left_ankle_to_heel': [14, 21],\n",
       " 'right_foot': [11, 22],\n",
       " 'right_toes': [22, 23],\n",
       " 'right_ankle_to_heel': [11, 24]}"
      ]
     },
     "execution_count": 22,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "BODY_SEGMENTS"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 23,
   "id": "f14d9d55",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "{0: 'nose_to_neck_to_left_shoulder',\n",
       " 1: 'nose_to_neck_to_right_shoulder',\n",
       " 2: 'left_shoulder_to_right_shoulder',\n",
       " 3: 'left_shoulder_to_left_upper_arm',\n",
       " 4: 'left_lower_arm_to_left_upper_arm',\n",
       " 5: 'right_upper_arm_to_right_shoulder',\n",
       " 6: 'right_upper_arm_to_right_lower_arm',\n",
       " 7: 'left_eye_to_nose_to_left_ear_to_eye',\n",
       " 8: 'left_eye_to_nose_to_neck',\n",
       " 9: 'nose_to_neck_to_right_eye_to_nose',\n",
       " 10: 'left_eye_to_nose_to_right_eye_to_nose',\n",
       " 11: 'right_eye_to_nose_to_right_ear_to_eye',\n",
       " 12: 'right_hip_to_right_upper_leg',\n",
       " 13: 'right_upper_leg_to_right_lower_leg',\n",
       " 14: 'left_hip_to_left_upper_leg',\n",
       " 15: 'left_upper_leg_to_left_lower_leg',\n",
       " 16: 'left_lower_leg_left_ankle_to_heel',\n",
       " 17: 'right_lower_leg_to_right_ankle_to_heel',\n",
       " 18: 'right_foot_to_right_toes',\n",
       " 19: 'right_foot_to_right_lower_leg',\n",
       " 20: 'right_foot_to_right_ankle_to_heel',\n",
       " 21: 'left_foot_to_left_lower_leg',\n",
       " 22: 'left_foot_to_left_ankle_to_heel',\n",
       " 23: 'left_foot_to_left_toes',\n",
       " 24: 'torso_to_right_shoulder',\n",
       " 25: 'torso_to_left_shoulder',\n",
       " 26: 'torso_to_nose_to_neck',\n",
       " 27: 'torso_to_right_hip',\n",
       " 28: 'torso_to_left_hip'}"
      ]
     },
     "execution_count": 23,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "BODYPART_INDEX"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 24,
   "id": "92691695",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "\n",
       "    <video width=\"640\" height=\"480\" controls>\n",
       "        <source src=\"data/videos/AS_L_NA.mp4\" type=\"video/mp4\">\n",
       "    </video>\n",
       "    "
      ],
      "text/plain": [
       "<IPython.core.display.HTML object>"
      ]
     },
     "execution_count": 24,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "display_video(video_b)"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "10794c05",
   "metadata": {},
   "source": [
    "# Advanced Problem Statement\n",
    "\n",
    "Ich wollte mich noch etwas eingehender mit DTW und similarities auseinander setzen."
   ]
  },
  {
   "cell_type": "markdown",
   "id": "477648ac",
   "metadata": {},
   "source": [
    "Given a long time series representing movements in a video and a shorter query time series representing a specific movement pattern, find the most similar local segment in the long time series using Dynamic Time Warping (DTW)."
   ]
  },
  {
   "cell_type": "markdown",
   "id": "9211ce7c",
   "metadata": {},
   "source": [
    "Ich benutze nur diagonal elemente (die cosine similarity values) um zu verhindern dass der mean von nicht-align-ten frames verfälscht wird."
   ]
  },
  {
   "cell_type": "markdown",
   "id": "927a9cce",
   "metadata": {},
   "source": [
    "## Objective"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "1723425c",
   "metadata": {},
   "source": [
    "The objective is to identify the local segment in the long time series that best matches the query time series in terms of their movement patterns."
   ]
  },
  {
   "cell_type": "markdown",
   "id": "38aa48e7",
   "metadata": {},
   "source": [
    "Ich filtere den DTW path um die relevanten Segmente genauer zu analysieren, nicht die gesamten Videos."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 25,
   "id": "d0f27511",
   "metadata": {},
   "outputs": [],
   "source": [
    "def get_aligned_segments(path, min_segment_length=10):\n",
    "    aligned_segments = []\n",
    "    current_segment = []\n",
    "\n",
    "    for i in range(1, len(path)):\n",
    "        # Prüfe ob es ein diagonal element ist, in diesem Fall ist es ein aligned segment\n",
    "        if path[i][0] > path[i-1][0] and path[i][1] > path[i-1][1]:\n",
    "            current_segment.append(path[i])\n",
    "        else:\n",
    "            if len(current_segment) >= min_segment_length:\n",
    "                aligned_segments.append(current_segment)\n",
    "            current_segment = []\n",
    "\n",
    "    if len(current_segment) >= min_segment_length:\n",
    "        aligned_segments.append(current_segment)\n",
    "        \n",
    "    return [pair for sublist in aligned_segments for pair in sublist]\n",
    "\n",
    "def aligned_segement_similarity(X_angles, Y_angles, min_segment_length=5):\n",
    "    # Input sind die angles von video 1 und video 2, min segement sagt wie gross die mindestläng ist\n",
    "    similar_num = 0\n",
    "    cos_vector = np.array([])\n",
    "    path, cost = dtw_path(X_angles.T, Y_angles.T)\n",
    "    path = get_aligned_segments(path, min_segment_length)\n",
    "    \n",
    "    path_dict = dict()\n",
    "    for f1, f2 in path:\n",
    "        path_dict.setdefault(f1, []).append(f2)\n",
    "    # Im grunde löscht man alles aus dem pfad was nicht diagonal ist und mindestlänge hat\n",
    "    for i, j in path:\n",
    "        a = cosine_similarity(X_angles[i].values.reshape(1, -1), Y_angles[j].values.reshape(1, -1))\n",
    "        if a != (np.array([0])):\n",
    "            cos_vector = np.append(cos_vector, a)\n",
    "            \n",
    "    similar_num = round(np.mean(cos_vector), 3)\n",
    "    \n",
    "    return similar_num, path"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 26,
   "id": "14d6ee1d",
   "metadata": {},
   "outputs": [],
   "source": [
    "similarity, aligned_segment_path = aligned_segement_similarity(angles_a, angles_b, 5)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 27,
   "id": "22c098ed",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "0.833"
      ]
     },
     "execution_count": 27,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "similarity"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "3690bce6",
   "metadata": {},
   "source": [
    "Achtung! Die resultierende Similarity ist optimistischer als der standard dtw path !"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "323889e4",
   "metadata": {},
   "source": [
    "# Results"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 28,
   "id": "61ba2378",
   "metadata": {},
   "outputs": [],
   "source": [
    "video_names = list_video_names()\n",
    "video_names = [x for x in video_names if 'P2'!=x]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 29,
   "id": "c9a89ad3",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "84"
      ]
     },
     "execution_count": 29,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "len(video_names)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 30,
   "id": "2c0a6213",
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "100%|██████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████| 84/84 [01:10<00:00,  1.19it/s]\n"
     ]
    }
   ],
   "source": [
    "# Lade OpenPoses und berechne winkel, speichere diese für alle videos in einem dict\n",
    "angle_dataframes = {}\n",
    "for video_name in tqdm(video_names):\n",
    "    try:\n",
    "        angles = create_angles(video_name)\n",
    "        angle_dataframes[video_name] = angles.fillna(0)\n",
    "    except:\n",
    "        print(\"Could not process {}.\".format(video_name))"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "7704bdbf",
   "metadata": {},
   "source": [
    "## Global alignment similarity (See DanceMoves)"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "34e67938",
   "metadata": {},
   "source": [
    "Stardard Similarity DTW mit Cosine Similarity"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 31,
   "id": "07af2dd8",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "0/3486 \t AR x AR => 1\n",
      "1/3486 \t AR x AS_L_NA => 0.817\n",
      "2/3486 \t AR x AS_L_WA => 0.808\n",
      "3/3486 \t AR x BA_R_NA => 0.837\n",
      "4/3486 \t AR x BA_R_WA => 0.857\n",
      "5/3486 \t AR x BBS_F_BK => 0.683\n",
      "6/3486 \t AR x BBS_F_FT => 0.653\n",
      "7/3486 \t AR x BBS_S_BK => 0.659\n",
      "8/3486 \t AR x BBS_S_FT => 0.66\n",
      "9/3486 \t AR x BJ_BK => 0.834\n",
      "10/3486 \t AR x BJ_FT => 0.692\n",
      "11/3486 \t AR x BJ_LT => 0.835\n",
      "12/3486 \t AR x BJ_RT => 0.808\n",
      "13/3486 \t AR x BSS_F_BK => 0.719\n",
      "14/3486 \t AR x BSS_F_FT => 0.67\n",
      "15/3486 \t AR x BSS_S_BK => 0.656\n",
      "16/3486 \t AR x BSS_S_FT => 0.647\n",
      "17/3486 \t AR x BS_F_BK => 0.725\n",
      "18/3486 \t AR x BS_F_FT => 0.717\n",
      "19/3486 \t AR x BS_F_LT => 0.845\n",
      "20/3486 \t AR x BS_F_RT => 0.802\n",
      "21/3486 \t AR x BS_S_BK => 0.74\n",
      "22/3486 \t AR x BS_S_FT => 0.738\n",
      "23/3486 \t AR x BS_S_LT => 0.839\n",
      "24/3486 \t AR x BS_S_RT => 0.801\n",
      "25/3486 \t AR x CH => 0.763\n",
      "26/3486 \t AR x CU_R_NA => 0.796\n",
      "27/3486 \t AR x CU_R_WA => 0.835\n",
      "28/3486 \t AR x EF => 0.8\n",
      "29/3486 \t AR x FR_R_NA => 0.784\n",
      "30/3486 \t AR x FR_R_WA => 0.867\n",
      "31/3486 \t AR x LD_F_dis => 0.91\n",
      "32/3486 \t AR x LD_F_small => 0.937\n",
      "33/3486 \t AR x LD_S_dis => 0.913\n",
      "34/3486 \t AR x LD_S_small => 0.942\n",
      "35/3486 \t AR x LU_F_big => 0.919\n",
      "36/3486 \t AR x LU_F_dis => 0.872\n",
      "37/3486 \t AR x LU_S_big => 0.939\n",
      "38/3486 \t AR x LU_S_dis => 0.899\n",
      "39/3486 \t AR x P1 => 0.682\n",
      "40/3486 \t AR x P3 => 0.665\n",
      "41/3486 \t AR x PB_F => 0.814\n",
      "42/3486 \t AR x PB_S => 0.824\n",
      "43/3486 \t AR x PC_F => 0.754\n",
      "44/3486 \t AR x PC_S => 0.742\n",
      "45/3486 \t AR x PE => 0.855\n",
      "46/3486 \t AR x PV_R_F => 0.724\n",
      "47/3486 \t AR x PV_R_S => 0.793\n",
      "48/3486 \t AR x RV_R_F => 0.807\n",
      "49/3486 \t AR x RV_R_S => 0.803\n",
      "50/3486 \t AR x SB_R_NA => 0.843\n",
      "51/3486 \t AR x SB_R_WA => 0.88\n",
      "52/3486 \t AR x SJ_BK => 0.843\n",
      "53/3486 \t AR x SJ_FT => 0.802\n",
      "54/3486 \t AR x SJ_LT => 0.844\n",
      "55/3486 \t AR x SJ_RT => 0.837\n",
      "56/3486 \t AR x SS_F_BK => 0.753\n",
      "57/3486 \t AR x SS_F_FT => 0.709\n",
      "58/3486 \t AR x SS_F_LT => 0.823\n",
      "59/3486 \t AR x SS_F_RT => 0.814\n",
      "60/3486 \t AR x SS_S_BK => 0.757\n",
      "61/3486 \t AR x SS_S_FT => 0.757\n",
      "62/3486 \t AR x SS_S_LT => 0.814\n",
      "63/3486 \t AR x SS_S_RT => 0.813\n",
      "64/3486 \t AR x SYN_B => 0.535\n",
      "65/3486 \t AR x SYN_K => 0.695\n",
      "66/3486 \t AR x SYN_R => 0.799\n",
      "67/3486 \t AR x SYN_S => 0.785\n",
      "68/3486 \t AR x SYN_U => 0.816\n",
      "69/3486 \t AR x TA => 0.967\n",
      "70/3486 \t AR x TB_F_FB => 0.608\n",
      "71/3486 \t AR x TB_S => 0.71\n",
      "72/3486 \t AR x TB_S_FB => 0.665\n",
      "73/3486 \t AR x TF_F => 0.82\n",
      "74/3486 \t AR x TF_S => 0.792\n",
      "75/3486 \t AR x TL_F => 0.769\n",
      "76/3486 \t AR x TL_S => 0.794\n",
      "77/3486 \t AR x TOS_F => 0.814\n",
      "78/3486 \t AR x TOS_S => 0.782\n",
      "79/3486 \t AR x TR_F => 0.749\n",
      "80/3486 \t AR x TR_S => 0.797\n",
      "81/3486 \t AR x UP1 => 0.701\n",
      "82/3486 \t AR x UP2 => 0.689\n",
      "83/3486 \t AR x UP3 => 0.688\n",
      "84/3486 \t AS_L_NA x AR => 0.688\n",
      "85/3486 \t AS_L_NA x AS_L_NA => 1\n",
      "86/3486 \t AS_L_NA x AS_L_WA => 0.961\n",
      "87/3486 \t AS_L_NA x BA_R_NA => 0.796\n",
      "88/3486 \t AS_L_NA x BA_R_WA => 0.784\n",
      "89/3486 \t AS_L_NA x BBS_F_BK => 0.764\n",
      "90/3486 \t AS_L_NA x BBS_F_FT => 0.789\n",
      "91/3486 \t AS_L_NA x BBS_S_BK => 0.728\n",
      "92/3486 \t AS_L_NA x BBS_S_FT => 0.738\n",
      "93/3486 \t AS_L_NA x BJ_BK => 0.918\n",
      "94/3486 \t AS_L_NA x BJ_FT => 0.844\n",
      "95/3486 \t AS_L_NA x BJ_LT => 0.843\n",
      "96/3486 \t AS_L_NA x BJ_RT => 0.837\n",
      "97/3486 \t AS_L_NA x BSS_F_BK => 0.791\n",
      "98/3486 \t AS_L_NA x BSS_F_FT => 0.772\n",
      "99/3486 \t AS_L_NA x BSS_S_BK => 0.76\n",
      "100/3486 \t AS_L_NA x BSS_S_FT => 0.76\n",
      "101/3486 \t AS_L_NA x BS_F_BK => 0.867\n",
      "102/3486 \t AS_L_NA x BS_F_FT => 0.851\n",
      "103/3486 \t AS_L_NA x BS_F_LT => 0.925\n",
      "104/3486 \t AS_L_NA x BS_F_RT => 0.916\n",
      "105/3486 \t AS_L_NA x BS_S_BK => 0.851\n",
      "106/3486 \t AS_L_NA x BS_S_FT => 0.855\n",
      "107/3486 \t AS_L_NA x BS_S_LT => 0.923\n",
      "108/3486 \t AS_L_NA x BS_S_RT => 0.918\n",
      "109/3486 \t AS_L_NA x CH => 0.876\n",
      "110/3486 \t AS_L_NA x CU_R_NA => 0.888\n",
      "111/3486 \t AS_L_NA x CU_R_WA => 0.873\n",
      "112/3486 \t AS_L_NA x EF => 0.907\n",
      "113/3486 \t AS_L_NA x FR_R_NA => 0.843\n",
      "114/3486 \t AS_L_NA x FR_R_WA => 0.9\n",
      "115/3486 \t AS_L_NA x LD_F_dis => 0.909\n",
      "116/3486 \t AS_L_NA x LD_F_small => 0.853\n",
      "117/3486 \t AS_L_NA x LD_S_dis => 0.912\n",
      "118/3486 \t AS_L_NA x LD_S_small => 0.88\n",
      "119/3486 \t AS_L_NA x LU_F_big => 0.82\n",
      "120/3486 \t AS_L_NA x LU_F_dis => 0.848\n",
      "121/3486 \t AS_L_NA x LU_S_big => 0.867\n",
      "122/3486 \t AS_L_NA x LU_S_dis => 0.849\n",
      "123/3486 \t AS_L_NA x P1 => 0.718\n",
      "124/3486 \t AS_L_NA x P3 => 0.595\n",
      "125/3486 \t AS_L_NA x PB_F => 0.849\n",
      "126/3486 \t AS_L_NA x PB_S => 0.882\n",
      "127/3486 \t AS_L_NA x PC_F => 0.81\n",
      "128/3486 \t AS_L_NA x PC_S => 0.809\n",
      "129/3486 \t AS_L_NA x PE => 0.705\n",
      "130/3486 \t AS_L_NA x PV_R_F => 0.799\n",
      "131/3486 \t AS_L_NA x PV_R_S => 0.866\n",
      "132/3486 \t AS_L_NA x RV_R_F => 0.813\n",
      "133/3486 \t AS_L_NA x RV_R_S => 0.853\n",
      "134/3486 \t AS_L_NA x SB_R_NA => 0.843\n",
      "135/3486 \t AS_L_NA x SB_R_WA => 0.826\n",
      "136/3486 \t AS_L_NA x SJ_BK => 0.916\n",
      "137/3486 \t AS_L_NA x SJ_FT => 0.91\n",
      "138/3486 \t AS_L_NA x SJ_LT => 0.892\n",
      "139/3486 \t AS_L_NA x SJ_RT => 0.869\n",
      "140/3486 \t AS_L_NA x SS_F_BK => 0.864\n",
      "141/3486 \t AS_L_NA x SS_F_FT => 0.864\n",
      "142/3486 \t AS_L_NA x SS_F_LT => 0.919\n",
      "143/3486 \t AS_L_NA x SS_F_RT => 0.923\n",
      "144/3486 \t AS_L_NA x SS_S_BK => 0.867\n",
      "145/3486 \t AS_L_NA x SS_S_FT => 0.865\n",
      "146/3486 \t AS_L_NA x SS_S_LT => 0.913\n",
      "147/3486 \t AS_L_NA x SS_S_RT => 0.912\n",
      "148/3486 \t AS_L_NA x SYN_B => 0.612\n",
      "149/3486 \t AS_L_NA x SYN_K => 0.736\n",
      "150/3486 \t AS_L_NA x SYN_R => 0.931\n",
      "151/3486 \t AS_L_NA x SYN_S => 0.875\n",
      "152/3486 \t AS_L_NA x SYN_U => 0.896\n",
      "153/3486 \t AS_L_NA x TA => 0.808\n",
      "154/3486 \t AS_L_NA x TB_F_FB => 0.706\n",
      "155/3486 \t AS_L_NA x TB_S => 0.772\n",
      "156/3486 \t AS_L_NA x TB_S_FB => 0.74\n",
      "157/3486 \t AS_L_NA x TF_F => 0.794\n",
      "158/3486 \t AS_L_NA x TF_S => 0.881\n",
      "159/3486 \t AS_L_NA x TL_F => 0.778\n",
      "160/3486 \t AS_L_NA x TL_S => 0.805\n",
      "161/3486 \t AS_L_NA x TOS_F => 0.846\n",
      "162/3486 \t AS_L_NA x TOS_S => 0.859\n",
      "163/3486 \t AS_L_NA x TR_F => 0.797\n",
      "164/3486 \t AS_L_NA x TR_S => 0.856\n",
      "165/3486 \t AS_L_NA x UP1 => 0.68\n",
      "166/3486 \t AS_L_NA x UP2 => 0.697\n",
      "167/3486 \t AS_L_NA x UP3 => 0.609\n",
      "168/3486 \t AS_L_WA x AR => 0.609\n",
      "169/3486 \t AS_L_WA x AS_L_NA => 0.609\n",
      "170/3486 \t AS_L_WA x AS_L_WA => 1\n",
      "171/3486 \t AS_L_WA x BA_R_NA => 0.85\n",
      "172/3486 \t AS_L_WA x BA_R_WA => 0.846\n",
      "173/3486 \t AS_L_WA x BBS_F_BK => 0.793\n",
      "174/3486 \t AS_L_WA x BBS_F_FT => 0.797\n",
      "175/3486 \t AS_L_WA x BBS_S_BK => 0.755\n",
      "176/3486 \t AS_L_WA x BBS_S_FT => 0.774\n",
      "177/3486 \t AS_L_WA x BJ_BK => 0.898\n",
      "178/3486 \t AS_L_WA x BJ_FT => 0.845\n",
      "179/3486 \t AS_L_WA x BJ_LT => 0.855\n",
      "180/3486 \t AS_L_WA x BJ_RT => 0.872\n",
      "181/3486 \t AS_L_WA x BSS_F_BK => 0.813\n",
      "182/3486 \t AS_L_WA x BSS_F_FT => 0.8\n",
      "183/3486 \t AS_L_WA x BSS_S_BK => 0.779\n",
      "184/3486 \t AS_L_WA x BSS_S_FT => 0.789\n",
      "185/3486 \t AS_L_WA x BS_F_BK => 0.887\n",
      "186/3486 \t AS_L_WA x BS_F_FT => 0.866\n",
      "187/3486 \t AS_L_WA x BS_F_LT => 0.925\n",
      "188/3486 \t AS_L_WA x BS_F_RT => 0.932\n",
      "189/3486 \t AS_L_WA x BS_S_BK => 0.839\n",
      "190/3486 \t AS_L_WA x BS_S_FT => 0.852\n",
      "191/3486 \t AS_L_WA x BS_S_LT => 0.918\n",
      "192/3486 \t AS_L_WA x BS_S_RT => 0.922\n",
      "193/3486 \t AS_L_WA x CH => 0.878\n",
      "194/3486 \t AS_L_WA x CU_R_NA => 0.889\n",
      "195/3486 \t AS_L_WA x CU_R_WA => 0.892\n",
      "196/3486 \t AS_L_WA x EF => 0.917\n",
      "197/3486 \t AS_L_WA x FR_R_NA => 0.838\n",
      "198/3486 \t AS_L_WA x FR_R_WA => 0.892\n",
      "199/3486 \t AS_L_WA x LD_F_dis => 0.887\n",
      "200/3486 \t AS_L_WA x LD_F_small => 0.842\n",
      "201/3486 \t AS_L_WA x LD_S_dis => 0.891\n",
      "202/3486 \t AS_L_WA x LD_S_small => 0.86\n",
      "203/3486 \t AS_L_WA x LU_F_big => 0.825\n",
      "204/3486 \t AS_L_WA x LU_F_dis => 0.856\n",
      "205/3486 \t AS_L_WA x LU_S_big => 0.855\n",
      "206/3486 \t AS_L_WA x LU_S_dis => 0.834\n",
      "207/3486 \t AS_L_WA x P1 => 0.718\n",
      "208/3486 \t AS_L_WA x P3 => 0.589\n",
      "209/3486 \t AS_L_WA x PB_F => 0.879\n",
      "210/3486 \t AS_L_WA x PB_S => 0.903\n",
      "211/3486 \t AS_L_WA x PC_F => 0.8\n",
      "212/3486 \t AS_L_WA x PC_S => 0.812\n",
      "213/3486 \t AS_L_WA x PE => 0.712\n",
      "214/3486 \t AS_L_WA x PV_R_F => 0.803\n",
      "215/3486 \t AS_L_WA x PV_R_S => 0.862\n",
      "216/3486 \t AS_L_WA x RV_R_F => 0.807\n",
      "217/3486 \t AS_L_WA x RV_R_S => 0.837\n",
      "218/3486 \t AS_L_WA x SB_R_NA => 0.862\n",
      "219/3486 \t AS_L_WA x SB_R_WA => 0.849\n",
      "220/3486 \t AS_L_WA x SJ_BK => 0.894\n",
      "221/3486 \t AS_L_WA x SJ_FT => 0.894\n",
      "222/3486 \t AS_L_WA x SJ_LT => 0.889\n",
      "223/3486 \t AS_L_WA x SJ_RT => 0.918\n",
      "224/3486 \t AS_L_WA x SS_F_BK => 0.888\n",
      "225/3486 \t AS_L_WA x SS_F_FT => 0.885\n",
      "226/3486 \t AS_L_WA x SS_F_LT => 0.922\n",
      "227/3486 \t AS_L_WA x SS_F_RT => 0.929\n",
      "228/3486 \t AS_L_WA x SS_S_BK => 0.862\n",
      "229/3486 \t AS_L_WA x SS_S_FT => 0.899\n",
      "230/3486 \t AS_L_WA x SS_S_LT => 0.92\n",
      "231/3486 \t AS_L_WA x SS_S_RT => 0.927\n",
      "232/3486 \t AS_L_WA x SYN_B => 0.65\n",
      "233/3486 \t AS_L_WA x SYN_K => 0.758\n",
      "234/3486 \t AS_L_WA x SYN_R => 0.931\n",
      "235/3486 \t AS_L_WA x SYN_S => 0.876\n",
      "236/3486 \t AS_L_WA x SYN_U => 0.901\n",
      "237/3486 \t AS_L_WA x TA => 0.822\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "238/3486 \t AS_L_WA x TB_F_FB => 0.742\n",
      "239/3486 \t AS_L_WA x TB_S => 0.759\n",
      "240/3486 \t AS_L_WA x TB_S_FB => 0.73\n",
      "241/3486 \t AS_L_WA x TF_F => 0.818\n",
      "242/3486 \t AS_L_WA x TF_S => 0.846\n",
      "243/3486 \t AS_L_WA x TL_F => 0.797\n",
      "244/3486 \t AS_L_WA x TL_S => 0.781\n",
      "245/3486 \t AS_L_WA x TOS_F => 0.843\n",
      "246/3486 \t AS_L_WA x TOS_S => 0.822\n",
      "247/3486 \t AS_L_WA x TR_F => 0.811\n",
      "248/3486 \t AS_L_WA x TR_S => 0.883\n",
      "249/3486 \t AS_L_WA x UP1 => 0.686\n",
      "250/3486 \t AS_L_WA x UP2 => 0.698\n",
      "251/3486 \t AS_L_WA x UP3 => 0.69\n",
      "252/3486 \t BA_R_NA x AR => 0.69\n",
      "253/3486 \t BA_R_NA x AS_L_NA => 0.69\n",
      "254/3486 \t BA_R_NA x AS_L_WA => 0.69\n",
      "255/3486 \t BA_R_NA x BA_R_NA => 1\n",
      "256/3486 \t BA_R_NA x BA_R_WA => 0.94\n",
      "257/3486 \t BA_R_NA x BBS_F_BK => 0.652\n",
      "258/3486 \t BA_R_NA x BBS_F_FT => 0.669\n",
      "259/3486 \t BA_R_NA x BBS_S_BK => 0.623\n",
      "260/3486 \t BA_R_NA x BBS_S_FT => 0.644\n",
      "261/3486 \t BA_R_NA x BJ_BK => 0.817\n",
      "262/3486 \t BA_R_NA x BJ_FT => 0.765\n",
      "263/3486 \t BA_R_NA x BJ_LT => 0.84\n",
      "264/3486 \t BA_R_NA x BJ_RT => 0.792\n",
      "265/3486 \t BA_R_NA x BSS_F_BK => 0.679\n",
      "266/3486 \t BA_R_NA x BSS_F_FT => 0.668\n",
      "267/3486 \t BA_R_NA x BSS_S_BK => 0.631\n",
      "268/3486 \t BA_R_NA x BSS_S_FT => 0.642\n",
      "269/3486 \t BA_R_NA x BS_F_BK => 0.715\n",
      "270/3486 \t BA_R_NA x BS_F_FT => 0.744\n",
      "271/3486 \t BA_R_NA x BS_F_LT => 0.821\n",
      "272/3486 \t BA_R_NA x BS_F_RT => 0.83\n",
      "273/3486 \t BA_R_NA x BS_S_BK => 0.741\n",
      "274/3486 \t BA_R_NA x BS_S_FT => 0.761\n",
      "275/3486 \t BA_R_NA x BS_S_LT => 0.824\n",
      "276/3486 \t BA_R_NA x BS_S_RT => 0.826\n",
      "277/3486 \t BA_R_NA x CH => 0.854\n",
      "278/3486 \t BA_R_NA x CU_R_NA => 0.906\n",
      "279/3486 \t BA_R_NA x CU_R_WA => 0.86\n",
      "280/3486 \t BA_R_NA x EF => 0.868\n",
      "281/3486 \t BA_R_NA x FR_R_NA => 0.891\n",
      "282/3486 \t BA_R_NA x FR_R_WA => 0.809\n",
      "283/3486 \t BA_R_NA x LD_F_dis => 0.866\n",
      "284/3486 \t BA_R_NA x LD_F_small => 0.791\n",
      "285/3486 \t BA_R_NA x LD_S_dis => 0.851\n",
      "286/3486 \t BA_R_NA x LD_S_small => 0.859\n",
      "287/3486 \t BA_R_NA x LU_F_big => 0.76\n",
      "288/3486 \t BA_R_NA x LU_F_dis => 0.785\n",
      "289/3486 \t BA_R_NA x LU_S_big => 0.839\n",
      "290/3486 \t BA_R_NA x LU_S_dis => 0.824\n",
      "291/3486 \t BA_R_NA x P1 => 0.715\n",
      "292/3486 \t BA_R_NA x P3 => 0.606\n",
      "293/3486 \t BA_R_NA x PB_F => 0.821\n",
      "294/3486 \t BA_R_NA x PB_S => 0.827\n",
      "295/3486 \t BA_R_NA x PC_F => 0.853\n",
      "296/3486 \t BA_R_NA x PC_S => 0.888\n",
      "297/3486 \t BA_R_NA x PE => 0.67\n",
      "298/3486 \t BA_R_NA x PV_R_F => 0.743\n",
      "299/3486 \t BA_R_NA x PV_R_S => 0.78\n",
      "300/3486 \t BA_R_NA x RV_R_F => 0.78\n",
      "301/3486 \t BA_R_NA x RV_R_S => 0.792\n",
      "302/3486 \t BA_R_NA x SB_R_NA => 0.904\n",
      "303/3486 \t BA_R_NA x SB_R_WA => 0.867\n",
      "304/3486 \t BA_R_NA x SJ_BK => 0.805\n",
      "305/3486 \t BA_R_NA x SJ_FT => 0.808\n",
      "306/3486 \t BA_R_NA x SJ_LT => 0.833\n",
      "307/3486 \t BA_R_NA x SJ_RT => 0.824\n",
      "308/3486 \t BA_R_NA x SS_F_BK => 0.746\n",
      "309/3486 \t BA_R_NA x SS_F_FT => 0.727\n",
      "310/3486 \t BA_R_NA x SS_F_LT => 0.81\n",
      "311/3486 \t BA_R_NA x SS_F_RT => 0.811\n",
      "312/3486 \t BA_R_NA x SS_S_BK => 0.767\n",
      "313/3486 \t BA_R_NA x SS_S_FT => 0.779\n",
      "314/3486 \t BA_R_NA x SS_S_LT => 0.81\n",
      "315/3486 \t BA_R_NA x SS_S_RT => 0.811\n",
      "316/3486 \t BA_R_NA x SYN_B => 0.501\n",
      "317/3486 \t BA_R_NA x SYN_K => 0.68\n",
      "318/3486 \t BA_R_NA x SYN_R => 0.812\n",
      "319/3486 \t BA_R_NA x SYN_S => 0.789\n",
      "320/3486 \t BA_R_NA x SYN_U => 0.864\n",
      "321/3486 \t BA_R_NA x TA => 0.839\n",
      "322/3486 \t BA_R_NA x TB_F_FB => 0.652\n",
      "323/3486 \t BA_R_NA x TB_S => 0.721\n",
      "324/3486 \t BA_R_NA x TB_S_FB => 0.686\n",
      "325/3486 \t BA_R_NA x TF_F => 0.802\n",
      "326/3486 \t BA_R_NA x TF_S => 0.838\n",
      "327/3486 \t BA_R_NA x TL_F => 0.801\n",
      "328/3486 \t BA_R_NA x TL_S => 0.833\n",
      "329/3486 \t BA_R_NA x TOS_F => 0.764\n",
      "330/3486 \t BA_R_NA x TOS_S => 0.777\n",
      "331/3486 \t BA_R_NA x TR_F => 0.781\n",
      "332/3486 \t BA_R_NA x TR_S => 0.776\n",
      "333/3486 \t BA_R_NA x UP1 => 0.747\n",
      "334/3486 \t BA_R_NA x UP2 => 0.698\n",
      "335/3486 \t BA_R_NA x UP3 => 0.671\n",
      "336/3486 \t BA_R_WA x AR => 0.671\n",
      "337/3486 \t BA_R_WA x AS_L_NA => 0.671\n",
      "338/3486 \t BA_R_WA x AS_L_WA => 0.671\n",
      "339/3486 \t BA_R_WA x BA_R_NA => 0.671\n",
      "340/3486 \t BA_R_WA x BA_R_WA => 1\n",
      "341/3486 \t BA_R_WA x BBS_F_BK => 0.693\n",
      "342/3486 \t BA_R_WA x BBS_F_FT => 0.71\n",
      "343/3486 \t BA_R_WA x BBS_S_BK => 0.686\n",
      "344/3486 \t BA_R_WA x BBS_S_FT => 0.686\n",
      "345/3486 \t BA_R_WA x BJ_BK => 0.862\n",
      "346/3486 \t BA_R_WA x BJ_FT => 0.782\n",
      "347/3486 \t BA_R_WA x BJ_LT => 0.847\n",
      "348/3486 \t BA_R_WA x BJ_RT => 0.814\n",
      "349/3486 \t BA_R_WA x BSS_F_BK => 0.718\n",
      "350/3486 \t BA_R_WA x BSS_F_FT => 0.711\n",
      "351/3486 \t BA_R_WA x BSS_S_BK => 0.674\n",
      "352/3486 \t BA_R_WA x BSS_S_FT => 0.677\n",
      "353/3486 \t BA_R_WA x BS_F_BK => 0.745\n",
      "354/3486 \t BA_R_WA x BS_F_FT => 0.773\n",
      "355/3486 \t BA_R_WA x BS_F_LT => 0.842\n",
      "356/3486 \t BA_R_WA x BS_F_RT => 0.837\n",
      "357/3486 \t BA_R_WA x BS_S_BK => 0.76\n",
      "358/3486 \t BA_R_WA x BS_S_FT => 0.79\n",
      "359/3486 \t BA_R_WA x BS_S_LT => 0.842\n",
      "360/3486 \t BA_R_WA x BS_S_RT => 0.841\n",
      "361/3486 \t BA_R_WA x CH => 0.825\n",
      "362/3486 \t BA_R_WA x CU_R_NA => 0.872\n",
      "363/3486 \t BA_R_WA x CU_R_WA => 0.867\n",
      "364/3486 \t BA_R_WA x EF => 0.833\n",
      "365/3486 \t BA_R_WA x FR_R_NA => 0.84\n",
      "366/3486 \t BA_R_WA x FR_R_WA => 0.843\n",
      "367/3486 \t BA_R_WA x LD_F_dis => 0.887\n",
      "368/3486 \t BA_R_WA x LD_F_small => 0.834\n",
      "369/3486 \t BA_R_WA x LD_S_dis => 0.881\n",
      "370/3486 \t BA_R_WA x LD_S_small => 0.879\n",
      "371/3486 \t BA_R_WA x LU_F_big => 0.803\n",
      "372/3486 \t BA_R_WA x LU_F_dis => 0.823\n",
      "373/3486 \t BA_R_WA x LU_S_big => 0.869\n",
      "374/3486 \t BA_R_WA x LU_S_dis => 0.851\n",
      "375/3486 \t BA_R_WA x P1 => 0.736\n",
      "376/3486 \t BA_R_WA x P3 => 0.609\n",
      "377/3486 \t BA_R_WA x PB_F => 0.835\n",
      "378/3486 \t BA_R_WA x PB_S => 0.854\n",
      "379/3486 \t BA_R_WA x PC_F => 0.816\n",
      "380/3486 \t BA_R_WA x PC_S => 0.819\n",
      "381/3486 \t BA_R_WA x PE => 0.726\n",
      "382/3486 \t BA_R_WA x PV_R_F => 0.741\n",
      "383/3486 \t BA_R_WA x PV_R_S => 0.785\n",
      "384/3486 \t BA_R_WA x RV_R_F => 0.793\n",
      "385/3486 \t BA_R_WA x RV_R_S => 0.796\n",
      "386/3486 \t BA_R_WA x SB_R_NA => 0.859\n",
      "387/3486 \t BA_R_WA x SB_R_WA => 0.894\n",
      "388/3486 \t BA_R_WA x SJ_BK => 0.846\n",
      "389/3486 \t BA_R_WA x SJ_FT => 0.823\n",
      "390/3486 \t BA_R_WA x SJ_LT => 0.842\n",
      "391/3486 \t BA_R_WA x SJ_RT => 0.853\n",
      "392/3486 \t BA_R_WA x SS_F_BK => 0.768\n",
      "393/3486 \t BA_R_WA x SS_F_FT => 0.751\n",
      "394/3486 \t BA_R_WA x SS_F_LT => 0.817\n",
      "395/3486 \t BA_R_WA x SS_F_RT => 0.821\n",
      "396/3486 \t BA_R_WA x SS_S_BK => 0.789\n",
      "397/3486 \t BA_R_WA x SS_S_FT => 0.806\n",
      "398/3486 \t BA_R_WA x SS_S_LT => 0.819\n",
      "399/3486 \t BA_R_WA x SS_S_RT => 0.835\n",
      "400/3486 \t BA_R_WA x SYN_B => 0.563\n",
      "401/3486 \t BA_R_WA x SYN_K => 0.714\n",
      "402/3486 \t BA_R_WA x SYN_R => 0.809\n",
      "403/3486 \t BA_R_WA x SYN_S => 0.803\n",
      "404/3486 \t BA_R_WA x SYN_U => 0.829\n",
      "405/3486 \t BA_R_WA x TA => 0.853\n",
      "406/3486 \t BA_R_WA x TB_F_FB => 0.669\n",
      "407/3486 \t BA_R_WA x TB_S => 0.741\n",
      "408/3486 \t BA_R_WA x TB_S_FB => 0.686\n",
      "409/3486 \t BA_R_WA x TF_F => 0.82\n",
      "410/3486 \t BA_R_WA x TF_S => 0.853\n",
      "411/3486 \t BA_R_WA x TL_F => 0.827\n",
      "412/3486 \t BA_R_WA x TL_S => 0.826\n",
      "413/3486 \t BA_R_WA x TOS_F => 0.776\n",
      "414/3486 \t BA_R_WA x TOS_S => 0.752\n",
      "415/3486 \t BA_R_WA x TR_F => 0.748\n",
      "416/3486 \t BA_R_WA x TR_S => 0.776\n",
      "417/3486 \t BA_R_WA x UP1 => 0.753\n",
      "418/3486 \t BA_R_WA x UP2 => 0.714\n",
      "419/3486 \t BA_R_WA x UP3 => 0.686\n",
      "420/3486 \t BBS_F_BK x AR => 0.686\n",
      "421/3486 \t BBS_F_BK x AS_L_NA => 0.686\n",
      "422/3486 \t BBS_F_BK x AS_L_WA => 0.686\n",
      "423/3486 \t BBS_F_BK x BA_R_NA => 0.686\n",
      "424/3486 \t BBS_F_BK x BA_R_WA => 0.686\n",
      "425/3486 \t BBS_F_BK x BBS_F_BK => 1\n",
      "426/3486 \t BBS_F_BK x BBS_F_FT => 0.879\n",
      "427/3486 \t BBS_F_BK x BBS_S_BK => 0.893\n",
      "428/3486 \t BBS_F_BK x BBS_S_FT => 0.882\n",
      "429/3486 \t BBS_F_BK x BJ_BK => 0.732\n",
      "430/3486 \t BBS_F_BK x BJ_FT => 0.661\n",
      "431/3486 \t BBS_F_BK x BJ_LT => 0.681\n",
      "432/3486 \t BBS_F_BK x BJ_RT => 0.737\n",
      "433/3486 \t BBS_F_BK x BSS_F_BK => 0.895\n",
      "434/3486 \t BBS_F_BK x BSS_F_FT => 0.912\n",
      "435/3486 \t BBS_F_BK x BSS_S_BK => 0.923\n",
      "436/3486 \t BBS_F_BK x BSS_S_FT => 0.919\n",
      "437/3486 \t BBS_F_BK x BS_F_BK => 0.888\n",
      "438/3486 \t BBS_F_BK x BS_F_FT => 0.838\n",
      "439/3486 \t BBS_F_BK x BS_F_LT => 0.758\n",
      "440/3486 \t BBS_F_BK x BS_F_RT => 0.805\n",
      "441/3486 \t BBS_F_BK x BS_S_BK => 0.869\n",
      "442/3486 \t BBS_F_BK x BS_S_FT => 0.856\n",
      "443/3486 \t BBS_F_BK x BS_S_LT => 0.778\n",
      "444/3486 \t BBS_F_BK x BS_S_RT => 0.82\n",
      "445/3486 \t BBS_F_BK x CH => 0.738\n",
      "446/3486 \t BBS_F_BK x CU_R_NA => 0.732\n",
      "447/3486 \t BBS_F_BK x CU_R_WA => 0.78\n",
      "448/3486 \t BBS_F_BK x EF => 0.722\n",
      "449/3486 \t BBS_F_BK x FR_R_NA => 0.664\n",
      "450/3486 \t BBS_F_BK x FR_R_WA => 0.717\n",
      "451/3486 \t BBS_F_BK x LD_F_dis => 0.749\n",
      "452/3486 \t BBS_F_BK x LD_F_small => 0.672\n",
      "453/3486 \t BBS_F_BK x LD_S_dis => 0.774\n",
      "454/3486 \t BBS_F_BK x LD_S_small => 0.736\n",
      "455/3486 \t BBS_F_BK x LU_F_big => 0.642\n",
      "456/3486 \t BBS_F_BK x LU_F_dis => 0.648\n",
      "457/3486 \t BBS_F_BK x LU_S_big => 0.709\n",
      "458/3486 \t BBS_F_BK x LU_S_dis => 0.7\n",
      "459/3486 \t BBS_F_BK x P1 => 0.621\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "460/3486 \t BBS_F_BK x P3 => 0.517\n",
      "461/3486 \t BBS_F_BK x PB_F => 0.699\n",
      "462/3486 \t BBS_F_BK x PB_S => 0.731\n",
      "463/3486 \t BBS_F_BK x PC_F => 0.616\n",
      "464/3486 \t BBS_F_BK x PC_S => 0.618\n",
      "465/3486 \t BBS_F_BK x PE => 0.51\n",
      "466/3486 \t BBS_F_BK x PV_R_F => 0.72\n",
      "467/3486 \t BBS_F_BK x PV_R_S => 0.766\n",
      "468/3486 \t BBS_F_BK x RV_R_F => 0.707\n",
      "469/3486 \t BBS_F_BK x RV_R_S => 0.718\n",
      "470/3486 \t BBS_F_BK x SB_R_NA => 0.683\n",
      "471/3486 \t BBS_F_BK x SB_R_WA => 0.697\n",
      "472/3486 \t BBS_F_BK x SJ_BK => 0.734\n",
      "473/3486 \t BBS_F_BK x SJ_FT => 0.732\n",
      "474/3486 \t BBS_F_BK x SJ_LT => 0.676\n",
      "475/3486 \t BBS_F_BK x SJ_RT => 0.757\n",
      "476/3486 \t BBS_F_BK x SS_F_BK => 0.87\n",
      "477/3486 \t BBS_F_BK x SS_F_FT => 0.878\n",
      "478/3486 \t BBS_F_BK x SS_F_LT => 0.762\n",
      "479/3486 \t BBS_F_BK x SS_F_RT => 0.783\n",
      "480/3486 \t BBS_F_BK x SS_S_BK => 0.885\n",
      "481/3486 \t BBS_F_BK x SS_S_FT => 0.885\n",
      "482/3486 \t BBS_F_BK x SS_S_LT => 0.804\n",
      "483/3486 \t BBS_F_BK x SS_S_RT => 0.817\n",
      "484/3486 \t BBS_F_BK x SYN_B => 0.29\n",
      "485/3486 \t BBS_F_BK x SYN_K => 0.641\n",
      "486/3486 \t BBS_F_BK x SYN_R => 0.822\n",
      "487/3486 \t BBS_F_BK x SYN_S => 0.742\n",
      "488/3486 \t BBS_F_BK x SYN_U => 0.781\n",
      "489/3486 \t BBS_F_BK x TA => 0.695\n",
      "490/3486 \t BBS_F_BK x TB_F_FB => 0.715\n",
      "491/3486 \t BBS_F_BK x TB_S => 0.747\n",
      "492/3486 \t BBS_F_BK x TB_S_FB => 0.793\n",
      "493/3486 \t BBS_F_BK x TF_F => 0.645\n",
      "494/3486 \t BBS_F_BK x TF_S => 0.722\n",
      "495/3486 \t BBS_F_BK x TL_F => 0.608\n",
      "496/3486 \t BBS_F_BK x TL_S => 0.668\n",
      "497/3486 \t BBS_F_BK x TOS_F => 0.619\n",
      "498/3486 \t BBS_F_BK x TOS_S => 0.675\n",
      "499/3486 \t BBS_F_BK x TR_F => 0.659\n",
      "500/3486 \t BBS_F_BK x TR_S => 0.706\n",
      "501/3486 \t BBS_F_BK x UP1 => 0.573\n",
      "502/3486 \t BBS_F_BK x UP2 => 0.626\n",
      "503/3486 \t BBS_F_BK x UP3 => 0.561\n",
      "504/3486 \t BBS_F_FT x AR => 0.561\n",
      "505/3486 \t BBS_F_FT x AS_L_NA => 0.561\n",
      "506/3486 \t BBS_F_FT x AS_L_WA => 0.561\n",
      "507/3486 \t BBS_F_FT x BA_R_NA => 0.561\n",
      "508/3486 \t BBS_F_FT x BA_R_WA => 0.561\n",
      "509/3486 \t BBS_F_FT x BBS_F_BK => 0.561\n",
      "510/3486 \t BBS_F_FT x BBS_F_FT => 1\n",
      "511/3486 \t BBS_F_FT x BBS_S_BK => 0.905\n",
      "512/3486 \t BBS_F_FT x BBS_S_FT => 0.929\n",
      "513/3486 \t BBS_F_FT x BJ_BK => 0.755\n",
      "514/3486 \t BBS_F_FT x BJ_FT => 0.692\n",
      "515/3486 \t BBS_F_FT x BJ_LT => 0.672\n",
      "516/3486 \t BBS_F_FT x BJ_RT => 0.723\n",
      "517/3486 \t BBS_F_FT x BSS_F_BK => 0.904\n",
      "518/3486 \t BBS_F_FT x BSS_F_FT => 0.93\n",
      "519/3486 \t BBS_F_FT x BSS_S_BK => 0.906\n",
      "520/3486 \t BBS_F_FT x BSS_S_FT => 0.943\n",
      "521/3486 \t BBS_F_FT x BS_F_BK => 0.844\n",
      "522/3486 \t BBS_F_FT x BS_F_FT => 0.899\n",
      "523/3486 \t BBS_F_FT x BS_F_LT => 0.766\n",
      "524/3486 \t BBS_F_FT x BS_F_RT => 0.785\n",
      "525/3486 \t BBS_F_FT x BS_S_BK => 0.866\n",
      "526/3486 \t BBS_F_FT x BS_S_FT => 0.878\n",
      "527/3486 \t BBS_F_FT x BS_S_LT => 0.78\n",
      "528/3486 \t BBS_F_FT x BS_S_RT => 0.807\n",
      "529/3486 \t BBS_F_FT x CH => 0.757\n",
      "530/3486 \t BBS_F_FT x CU_R_NA => 0.747\n",
      "531/3486 \t BBS_F_FT x CU_R_WA => 0.777\n",
      "532/3486 \t BBS_F_FT x EF => 0.745\n",
      "533/3486 \t BBS_F_FT x FR_R_NA => 0.67\n",
      "534/3486 \t BBS_F_FT x FR_R_WA => 0.728\n",
      "535/3486 \t BBS_F_FT x LD_F_dis => 0.73\n",
      "536/3486 \t BBS_F_FT x LD_F_small => 0.649\n",
      "537/3486 \t BBS_F_FT x LD_S_dis => 0.748\n",
      "538/3486 \t BBS_F_FT x LD_S_small => 0.715\n",
      "539/3486 \t BBS_F_FT x LU_F_big => 0.646\n",
      "540/3486 \t BBS_F_FT x LU_F_dis => 0.686\n",
      "541/3486 \t BBS_F_FT x LU_S_big => 0.701\n",
      "542/3486 \t BBS_F_FT x LU_S_dis => 0.69\n",
      "543/3486 \t BBS_F_FT x P1 => 0.616\n",
      "544/3486 \t BBS_F_FT x P3 => 0.55\n",
      "545/3486 \t BBS_F_FT x PB_F => 0.718\n",
      "546/3486 \t BBS_F_FT x PB_S => 0.729\n",
      "547/3486 \t BBS_F_FT x PC_F => 0.648\n",
      "548/3486 \t BBS_F_FT x PC_S => 0.66\n",
      "549/3486 \t BBS_F_FT x PE => 0.512\n",
      "550/3486 \t BBS_F_FT x PV_R_F => 0.73\n",
      "551/3486 \t BBS_F_FT x PV_R_S => 0.773\n",
      "552/3486 \t BBS_F_FT x RV_R_F => 0.704\n",
      "553/3486 \t BBS_F_FT x RV_R_S => 0.71\n",
      "554/3486 \t BBS_F_FT x SB_R_NA => 0.694\n",
      "555/3486 \t BBS_F_FT x SB_R_WA => 0.681\n",
      "556/3486 \t BBS_F_FT x SJ_BK => 0.747\n",
      "557/3486 \t BBS_F_FT x SJ_FT => 0.742\n",
      "558/3486 \t BBS_F_FT x SJ_LT => 0.662\n",
      "559/3486 \t BBS_F_FT x SJ_RT => 0.752\n",
      "560/3486 \t BBS_F_FT x SS_F_BK => 0.876\n",
      "561/3486 \t BBS_F_FT x SS_F_FT => 0.901\n",
      "562/3486 \t BBS_F_FT x SS_F_LT => 0.764\n",
      "563/3486 \t BBS_F_FT x SS_F_RT => 0.768\n",
      "564/3486 \t BBS_F_FT x SS_S_BK => 0.871\n",
      "565/3486 \t BBS_F_FT x SS_S_FT => 0.889\n",
      "566/3486 \t BBS_F_FT x SS_S_LT => 0.806\n",
      "567/3486 \t BBS_F_FT x SS_S_RT => 0.811\n",
      "568/3486 \t BBS_F_FT x SYN_B => 0.283\n",
      "569/3486 \t BBS_F_FT x SYN_K => 0.614\n",
      "570/3486 \t BBS_F_FT x SYN_R => 0.798\n",
      "571/3486 \t BBS_F_FT x SYN_S => 0.742\n",
      "572/3486 \t BBS_F_FT x SYN_U => 0.774\n",
      "573/3486 \t BBS_F_FT x TA => 0.659\n",
      "574/3486 \t BBS_F_FT x TB_F_FB => 0.737\n",
      "575/3486 \t BBS_F_FT x TB_S => 0.767\n",
      "576/3486 \t BBS_F_FT x TB_S_FB => 0.819\n",
      "577/3486 \t BBS_F_FT x TF_F => 0.666\n",
      "578/3486 \t BBS_F_FT x TF_S => 0.732\n",
      "579/3486 \t BBS_F_FT x TL_F => 0.649\n",
      "580/3486 \t BBS_F_FT x TL_S => 0.687\n",
      "581/3486 \t BBS_F_FT x TOS_F => 0.668\n",
      "582/3486 \t BBS_F_FT x TOS_S => 0.699\n",
      "583/3486 \t BBS_F_FT x TR_F => 0.684\n",
      "584/3486 \t BBS_F_FT x TR_S => 0.731\n",
      "585/3486 \t BBS_F_FT x UP1 => 0.569\n",
      "586/3486 \t BBS_F_FT x UP2 => 0.629\n",
      "587/3486 \t BBS_F_FT x UP3 => 0.588\n",
      "588/3486 \t BBS_S_BK x AR => 0.588\n",
      "589/3486 \t BBS_S_BK x AS_L_NA => 0.588\n",
      "590/3486 \t BBS_S_BK x AS_L_WA => 0.588\n",
      "591/3486 \t BBS_S_BK x BA_R_NA => 0.588\n",
      "592/3486 \t BBS_S_BK x BA_R_WA => 0.588\n",
      "593/3486 \t BBS_S_BK x BBS_F_BK => 0.588\n",
      "594/3486 \t BBS_S_BK x BBS_F_FT => 0.588\n",
      "595/3486 \t BBS_S_BK x BBS_S_BK => 1\n",
      "596/3486 \t BBS_S_BK x BBS_S_FT => 0.908\n",
      "597/3486 \t BBS_S_BK x BJ_BK => 0.741\n",
      "598/3486 \t BBS_S_BK x BJ_FT => 0.609\n",
      "599/3486 \t BBS_S_BK x BJ_LT => 0.635\n",
      "600/3486 \t BBS_S_BK x BJ_RT => 0.736\n",
      "601/3486 \t BBS_S_BK x BSS_F_BK => 0.955\n",
      "602/3486 \t BBS_S_BK x BSS_F_FT => 0.959\n",
      "603/3486 \t BBS_S_BK x BSS_S_BK => 0.918\n",
      "604/3486 \t BBS_S_BK x BSS_S_FT => 0.951\n",
      "605/3486 \t BBS_S_BK x BS_F_BK => 0.849\n",
      "606/3486 \t BBS_S_BK x BS_F_FT => 0.803\n",
      "607/3486 \t BBS_S_BK x BS_F_LT => 0.776\n",
      "608/3486 \t BBS_S_BK x BS_F_RT => 0.755\n",
      "609/3486 \t BBS_S_BK x BS_S_BK => 0.883\n",
      "610/3486 \t BBS_S_BK x BS_S_FT => 0.825\n",
      "611/3486 \t BBS_S_BK x BS_S_LT => 0.769\n",
      "612/3486 \t BBS_S_BK x BS_S_RT => 0.776\n",
      "613/3486 \t BBS_S_BK x CH => 0.711\n",
      "614/3486 \t BBS_S_BK x CU_R_NA => 0.694\n",
      "615/3486 \t BBS_S_BK x CU_R_WA => 0.745\n",
      "616/3486 \t BBS_S_BK x EF => 0.677\n",
      "617/3486 \t BBS_S_BK x FR_R_NA => 0.644\n",
      "618/3486 \t BBS_S_BK x FR_R_WA => 0.7\n",
      "619/3486 \t BBS_S_BK x LD_F_dis => 0.741\n",
      "620/3486 \t BBS_S_BK x LD_F_small => 0.673\n",
      "621/3486 \t BBS_S_BK x LD_S_dis => 0.759\n",
      "622/3486 \t BBS_S_BK x LD_S_small => 0.731\n",
      "623/3486 \t BBS_S_BK x LU_F_big => 0.66\n",
      "624/3486 \t BBS_S_BK x LU_F_dis => 0.646\n",
      "625/3486 \t BBS_S_BK x LU_S_big => 0.712\n",
      "626/3486 \t BBS_S_BK x LU_S_dis => 0.699\n",
      "627/3486 \t BBS_S_BK x P1 => 0.608\n",
      "628/3486 \t BBS_S_BK x P3 => 0.515\n",
      "629/3486 \t BBS_S_BK x PB_F => 0.675\n",
      "630/3486 \t BBS_S_BK x PB_S => 0.696\n",
      "631/3486 \t BBS_S_BK x PC_F => 0.557\n",
      "632/3486 \t BBS_S_BK x PC_S => 0.565\n",
      "633/3486 \t BBS_S_BK x PE => 0.473\n",
      "634/3486 \t BBS_S_BK x PV_R_F => 0.69\n",
      "635/3486 \t BBS_S_BK x PV_R_S => 0.734\n",
      "636/3486 \t BBS_S_BK x RV_R_F => 0.705\n",
      "637/3486 \t BBS_S_BK x RV_R_S => 0.701\n",
      "638/3486 \t BBS_S_BK x SB_R_NA => 0.657\n",
      "639/3486 \t BBS_S_BK x SB_R_WA => 0.665\n",
      "640/3486 \t BBS_S_BK x SJ_BK => 0.72\n",
      "641/3486 \t BBS_S_BK x SJ_FT => 0.693\n",
      "642/3486 \t BBS_S_BK x SJ_LT => 0.643\n",
      "643/3486 \t BBS_S_BK x SJ_RT => 0.726\n",
      "644/3486 \t BBS_S_BK x SS_F_BK => 0.861\n",
      "645/3486 \t BBS_S_BK x SS_F_FT => 0.887\n",
      "646/3486 \t BBS_S_BK x SS_F_LT => 0.766\n",
      "647/3486 \t BBS_S_BK x SS_F_RT => 0.769\n",
      "648/3486 \t BBS_S_BK x SS_S_BK => 0.867\n",
      "649/3486 \t BBS_S_BK x SS_S_FT => 0.867\n",
      "650/3486 \t BBS_S_BK x SS_S_LT => 0.777\n",
      "651/3486 \t BBS_S_BK x SS_S_RT => 0.775\n",
      "652/3486 \t BBS_S_BK x SYN_B => 0.369\n",
      "653/3486 \t BBS_S_BK x SYN_K => 0.627\n",
      "654/3486 \t BBS_S_BK x SYN_R => 0.761\n",
      "655/3486 \t BBS_S_BK x SYN_S => 0.714\n",
      "656/3486 \t BBS_S_BK x SYN_U => 0.74\n",
      "657/3486 \t BBS_S_BK x TA => 0.659\n",
      "658/3486 \t BBS_S_BK x TB_F_FB => 0.644\n",
      "659/3486 \t BBS_S_BK x TB_S => 0.7\n",
      "660/3486 \t BBS_S_BK x TB_S_FB => 0.722\n",
      "661/3486 \t BBS_S_BK x TF_F => 0.599\n",
      "662/3486 \t BBS_S_BK x TF_S => 0.694\n",
      "663/3486 \t BBS_S_BK x TL_F => 0.582\n",
      "664/3486 \t BBS_S_BK x TL_S => 0.653\n",
      "665/3486 \t BBS_S_BK x TOS_F => 0.584\n",
      "666/3486 \t BBS_S_BK x TOS_S => 0.628\n",
      "667/3486 \t BBS_S_BK x TR_F => 0.632\n",
      "668/3486 \t BBS_S_BK x TR_S => 0.673\n",
      "669/3486 \t BBS_S_BK x UP1 => 0.559\n",
      "670/3486 \t BBS_S_BK x UP2 => 0.599\n",
      "671/3486 \t BBS_S_BK x UP3 => 0.535\n",
      "672/3486 \t BBS_S_FT x AR => 0.535\n",
      "673/3486 \t BBS_S_FT x AS_L_NA => 0.535\n",
      "674/3486 \t BBS_S_FT x AS_L_WA => 0.535\n",
      "675/3486 \t BBS_S_FT x BA_R_NA => 0.535\n",
      "676/3486 \t BBS_S_FT x BA_R_WA => 0.535\n",
      "677/3486 \t BBS_S_FT x BBS_F_BK => 0.535\n",
      "678/3486 \t BBS_S_FT x BBS_F_FT => 0.535\n",
      "679/3486 \t BBS_S_FT x BBS_S_BK => 0.535\n",
      "680/3486 \t BBS_S_FT x BBS_S_FT => 1\n",
      "681/3486 \t BBS_S_FT x BJ_BK => 0.736\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "682/3486 \t BBS_S_FT x BJ_FT => 0.672\n",
      "683/3486 \t BBS_S_FT x BJ_LT => 0.653\n",
      "684/3486 \t BBS_S_FT x BJ_RT => 0.708\n",
      "685/3486 \t BBS_S_FT x BSS_F_BK => 0.936\n",
      "686/3486 \t BBS_S_FT x BSS_F_FT => 0.94\n",
      "687/3486 \t BBS_S_FT x BSS_S_BK => 0.883\n",
      "688/3486 \t BBS_S_FT x BSS_S_FT => 0.952\n",
      "689/3486 \t BBS_S_FT x BS_F_BK => 0.815\n",
      "690/3486 \t BBS_S_FT x BS_F_FT => 0.844\n",
      "691/3486 \t BBS_S_FT x BS_F_LT => 0.765\n",
      "692/3486 \t BBS_S_FT x BS_F_RT => 0.76\n",
      "693/3486 \t BBS_S_FT x BS_S_BK => 0.859\n",
      "694/3486 \t BBS_S_FT x BS_S_FT => 0.871\n",
      "695/3486 \t BBS_S_FT x BS_S_LT => 0.758\n",
      "696/3486 \t BBS_S_FT x BS_S_RT => 0.746\n",
      "697/3486 \t BBS_S_FT x CH => 0.709\n",
      "698/3486 \t BBS_S_FT x CU_R_NA => 0.704\n",
      "699/3486 \t BBS_S_FT x CU_R_WA => 0.758\n",
      "700/3486 \t BBS_S_FT x EF => 0.673\n",
      "701/3486 \t BBS_S_FT x FR_R_NA => 0.669\n",
      "702/3486 \t BBS_S_FT x FR_R_WA => 0.732\n",
      "703/3486 \t BBS_S_FT x LD_F_dis => 0.723\n",
      "704/3486 \t BBS_S_FT x LD_F_small => 0.72\n",
      "705/3486 \t BBS_S_FT x LD_S_dis => 0.755\n",
      "706/3486 \t BBS_S_FT x LD_S_small => 0.721\n",
      "707/3486 \t BBS_S_FT x LU_F_big => 0.713\n",
      "708/3486 \t BBS_S_FT x LU_F_dis => 0.674\n",
      "709/3486 \t BBS_S_FT x LU_S_big => 0.712\n",
      "710/3486 \t BBS_S_FT x LU_S_dis => 0.7\n",
      "711/3486 \t BBS_S_FT x P1 => 0.61\n",
      "712/3486 \t BBS_S_FT x P3 => 0.568\n",
      "713/3486 \t BBS_S_FT x PB_F => 0.679\n",
      "714/3486 \t BBS_S_FT x PB_S => 0.694\n",
      "715/3486 \t BBS_S_FT x PC_F => 0.591\n",
      "716/3486 \t BBS_S_FT x PC_S => 0.609\n",
      "717/3486 \t BBS_S_FT x PE => 0.53\n",
      "718/3486 \t BBS_S_FT x PV_R_F => 0.695\n",
      "719/3486 \t BBS_S_FT x PV_R_S => 0.745\n",
      "720/3486 \t BBS_S_FT x RV_R_F => 0.707\n",
      "721/3486 \t BBS_S_FT x RV_R_S => 0.712\n",
      "722/3486 \t BBS_S_FT x SB_R_NA => 0.678\n",
      "723/3486 \t BBS_S_FT x SB_R_WA => 0.685\n",
      "724/3486 \t BBS_S_FT x SJ_BK => 0.733\n",
      "725/3486 \t BBS_S_FT x SJ_FT => 0.74\n",
      "726/3486 \t BBS_S_FT x SJ_LT => 0.676\n",
      "727/3486 \t BBS_S_FT x SJ_RT => 0.745\n",
      "728/3486 \t BBS_S_FT x SS_F_BK => 0.872\n",
      "729/3486 \t BBS_S_FT x SS_F_FT => 0.877\n",
      "730/3486 \t BBS_S_FT x SS_F_LT => 0.769\n",
      "731/3486 \t BBS_S_FT x SS_F_RT => 0.764\n",
      "732/3486 \t BBS_S_FT x SS_S_BK => 0.837\n",
      "733/3486 \t BBS_S_FT x SS_S_FT => 0.878\n",
      "734/3486 \t BBS_S_FT x SS_S_LT => 0.769\n",
      "735/3486 \t BBS_S_FT x SS_S_RT => 0.762\n",
      "736/3486 \t BBS_S_FT x SYN_B => 0.491\n",
      "737/3486 \t BBS_S_FT x SYN_K => 0.643\n",
      "738/3486 \t BBS_S_FT x SYN_R => 0.732\n",
      "739/3486 \t BBS_S_FT x SYN_S => 0.665\n",
      "740/3486 \t BBS_S_FT x SYN_U => 0.715\n",
      "741/3486 \t BBS_S_FT x TA => 0.688\n",
      "742/3486 \t BBS_S_FT x TB_F_FB => 0.713\n",
      "743/3486 \t BBS_S_FT x TB_S => 0.765\n",
      "744/3486 \t BBS_S_FT x TB_S_FB => 0.801\n",
      "745/3486 \t BBS_S_FT x TF_F => 0.626\n",
      "746/3486 \t BBS_S_FT x TF_S => 0.715\n",
      "747/3486 \t BBS_S_FT x TL_F => 0.618\n",
      "748/3486 \t BBS_S_FT x TL_S => 0.668\n",
      "749/3486 \t BBS_S_FT x TOS_F => 0.657\n",
      "750/3486 \t BBS_S_FT x TOS_S => 0.67\n",
      "751/3486 \t BBS_S_FT x TR_F => 0.658\n",
      "752/3486 \t BBS_S_FT x TR_S => 0.694\n",
      "753/3486 \t BBS_S_FT x UP1 => 0.548\n",
      "754/3486 \t BBS_S_FT x UP2 => 0.622\n",
      "755/3486 \t BBS_S_FT x UP3 => 0.656\n",
      "756/3486 \t BJ_BK x AR => 0.656\n",
      "757/3486 \t BJ_BK x AS_L_NA => 0.656\n",
      "758/3486 \t BJ_BK x AS_L_WA => 0.656\n",
      "759/3486 \t BJ_BK x BA_R_NA => 0.656\n",
      "760/3486 \t BJ_BK x BA_R_WA => 0.656\n",
      "761/3486 \t BJ_BK x BBS_F_BK => 0.656\n",
      "762/3486 \t BJ_BK x BBS_F_FT => 0.656\n",
      "763/3486 \t BJ_BK x BBS_S_BK => 0.656\n",
      "764/3486 \t BJ_BK x BBS_S_FT => 0.656\n",
      "765/3486 \t BJ_BK x BJ_BK => 1\n",
      "766/3486 \t BJ_BK x BJ_FT => 0.801\n",
      "767/3486 \t BJ_BK x BJ_LT => 0.826\n",
      "768/3486 \t BJ_BK x BJ_RT => 0.822\n",
      "769/3486 \t BJ_BK x BSS_F_BK => 0.748\n",
      "770/3486 \t BJ_BK x BSS_F_FT => 0.758\n",
      "771/3486 \t BJ_BK x BSS_S_BK => 0.723\n",
      "772/3486 \t BJ_BK x BSS_S_FT => 0.738\n",
      "773/3486 \t BJ_BK x BS_F_BK => 0.836\n",
      "774/3486 \t BJ_BK x BS_F_FT => 0.802\n",
      "775/3486 \t BJ_BK x BS_F_LT => 0.916\n",
      "776/3486 \t BJ_BK x BS_F_RT => 0.905\n",
      "777/3486 \t BJ_BK x BS_S_BK => 0.838\n",
      "778/3486 \t BJ_BK x BS_S_FT => 0.839\n",
      "779/3486 \t BJ_BK x BS_S_LT => 0.917\n",
      "780/3486 \t BJ_BK x BS_S_RT => 0.917\n",
      "781/3486 \t BJ_BK x CH => 0.853\n",
      "782/3486 \t BJ_BK x CU_R_NA => 0.885\n",
      "783/3486 \t BJ_BK x CU_R_WA => 0.878\n",
      "784/3486 \t BJ_BK x EF => 0.874\n",
      "785/3486 \t BJ_BK x FR_R_NA => 0.875\n",
      "786/3486 \t BJ_BK x FR_R_WA => 0.905\n",
      "787/3486 \t BJ_BK x LD_F_dis => 0.931\n",
      "788/3486 \t BJ_BK x LD_F_small => 0.886\n",
      "789/3486 \t BJ_BK x LD_S_dis => 0.926\n",
      "790/3486 \t BJ_BK x LD_S_small => 0.903\n",
      "791/3486 \t BJ_BK x LU_F_big => 0.843\n",
      "792/3486 \t BJ_BK x LU_F_dis => 0.865\n",
      "793/3486 \t BJ_BK x LU_S_big => 0.883\n",
      "794/3486 \t BJ_BK x LU_S_dis => 0.883\n",
      "795/3486 \t BJ_BK x P1 => 0.724\n",
      "796/3486 \t BJ_BK x P3 => 0.655\n",
      "797/3486 \t BJ_BK x PB_F => 0.86\n",
      "798/3486 \t BJ_BK x PB_S => 0.885\n",
      "799/3486 \t BJ_BK x PC_F => 0.842\n",
      "800/3486 \t BJ_BK x PC_S => 0.825\n",
      "801/3486 \t BJ_BK x PE => 0.667\n",
      "802/3486 \t BJ_BK x PV_R_F => 0.793\n",
      "803/3486 \t BJ_BK x PV_R_S => 0.843\n",
      "804/3486 \t BJ_BK x RV_R_F => 0.834\n",
      "805/3486 \t BJ_BK x RV_R_S => 0.84\n",
      "806/3486 \t BJ_BK x SB_R_NA => 0.851\n",
      "807/3486 \t BJ_BK x SB_R_WA => 0.863\n",
      "808/3486 \t BJ_BK x SJ_BK => 0.953\n",
      "809/3486 \t BJ_BK x SJ_FT => 0.899\n",
      "810/3486 \t BJ_BK x SJ_LT => 0.838\n",
      "811/3486 \t BJ_BK x SJ_RT => 0.848\n",
      "812/3486 \t BJ_BK x SS_F_BK => 0.825\n",
      "813/3486 \t BJ_BK x SS_F_FT => 0.792\n",
      "814/3486 \t BJ_BK x SS_F_LT => 0.894\n",
      "815/3486 \t BJ_BK x SS_F_RT => 0.897\n",
      "816/3486 \t BJ_BK x SS_S_BK => 0.848\n",
      "817/3486 \t BJ_BK x SS_S_FT => 0.854\n",
      "818/3486 \t BJ_BK x SS_S_LT => 0.919\n",
      "819/3486 \t BJ_BK x SS_S_RT => 0.915\n",
      "820/3486 \t BJ_BK x SYN_B => 0.633\n",
      "821/3486 \t BJ_BK x SYN_K => 0.725\n",
      "822/3486 \t BJ_BK x SYN_R => 0.896\n",
      "823/3486 \t BJ_BK x SYN_S => 0.846\n",
      "824/3486 \t BJ_BK x SYN_U => 0.904\n",
      "825/3486 \t BJ_BK x TA => 0.872\n",
      "826/3486 \t BJ_BK x TB_F_FB => 0.708\n",
      "827/3486 \t BJ_BK x TB_S => 0.766\n",
      "828/3486 \t BJ_BK x TB_S_FB => 0.738\n",
      "829/3486 \t BJ_BK x TF_F => 0.812\n",
      "830/3486 \t BJ_BK x TF_S => 0.863\n",
      "831/3486 \t BJ_BK x TL_F => 0.816\n",
      "832/3486 \t BJ_BK x TL_S => 0.837\n",
      "833/3486 \t BJ_BK x TOS_F => 0.843\n",
      "834/3486 \t BJ_BK x TOS_S => 0.826\n",
      "835/3486 \t BJ_BK x TR_F => 0.781\n",
      "836/3486 \t BJ_BK x TR_S => 0.842\n",
      "837/3486 \t BJ_BK x UP1 => 0.697\n",
      "838/3486 \t BJ_BK x UP2 => 0.689\n",
      "839/3486 \t BJ_BK x UP3 => 0.667\n",
      "840/3486 \t BJ_FT x AR => 0.667\n",
      "841/3486 \t BJ_FT x AS_L_NA => 0.667\n",
      "842/3486 \t BJ_FT x AS_L_WA => 0.667\n",
      "843/3486 \t BJ_FT x BA_R_NA => 0.667\n",
      "844/3486 \t BJ_FT x BA_R_WA => 0.667\n",
      "845/3486 \t BJ_FT x BBS_F_BK => 0.667\n",
      "846/3486 \t BJ_FT x BBS_F_FT => 0.667\n",
      "847/3486 \t BJ_FT x BBS_S_BK => 0.667\n",
      "848/3486 \t BJ_FT x BBS_S_FT => 0.667\n",
      "849/3486 \t BJ_FT x BJ_BK => 0.667\n",
      "850/3486 \t BJ_FT x BJ_FT => 1\n",
      "851/3486 \t BJ_FT x BJ_LT => 0.805\n",
      "852/3486 \t BJ_FT x BJ_RT => 0.73\n",
      "853/3486 \t BJ_FT x BSS_F_BK => 0.667\n",
      "854/3486 \t BJ_FT x BSS_F_FT => 0.668\n",
      "855/3486 \t BJ_FT x BSS_S_BK => 0.639\n",
      "856/3486 \t BJ_FT x BSS_S_FT => 0.66\n",
      "857/3486 \t BJ_FT x BS_F_BK => 0.796\n",
      "858/3486 \t BJ_FT x BS_F_FT => 0.764\n",
      "859/3486 \t BJ_FT x BS_F_LT => 0.786\n",
      "860/3486 \t BJ_FT x BS_F_RT => 0.79\n",
      "861/3486 \t BJ_FT x BS_S_BK => 0.767\n",
      "862/3486 \t BJ_FT x BS_S_FT => 0.791\n",
      "863/3486 \t BJ_FT x BS_S_LT => 0.803\n",
      "864/3486 \t BJ_FT x BS_S_RT => 0.843\n",
      "865/3486 \t BJ_FT x CH => 0.826\n",
      "866/3486 \t BJ_FT x CU_R_NA => 0.848\n",
      "867/3486 \t BJ_FT x CU_R_WA => 0.856\n",
      "868/3486 \t BJ_FT x EF => 0.828\n",
      "869/3486 \t BJ_FT x FR_R_NA => 0.787\n",
      "870/3486 \t BJ_FT x FR_R_WA => 0.863\n",
      "871/3486 \t BJ_FT x LD_F_dis => 0.843\n",
      "872/3486 \t BJ_FT x LD_F_small => 0.746\n",
      "873/3486 \t BJ_FT x LD_S_dis => 0.861\n",
      "874/3486 \t BJ_FT x LD_S_small => 0.831\n",
      "875/3486 \t BJ_FT x LU_F_big => 0.756\n",
      "876/3486 \t BJ_FT x LU_F_dis => 0.77\n",
      "877/3486 \t BJ_FT x LU_S_big => 0.809\n",
      "878/3486 \t BJ_FT x LU_S_dis => 0.814\n",
      "879/3486 \t BJ_FT x P1 => 0.709\n",
      "880/3486 \t BJ_FT x P3 => 0.601\n",
      "881/3486 \t BJ_FT x PB_F => 0.784\n",
      "882/3486 \t BJ_FT x PB_S => 0.811\n",
      "883/3486 \t BJ_FT x PC_F => 0.77\n",
      "884/3486 \t BJ_FT x PC_S => 0.791\n",
      "885/3486 \t BJ_FT x PE => 0.622\n",
      "886/3486 \t BJ_FT x PV_R_F => 0.771\n",
      "887/3486 \t BJ_FT x PV_R_S => 0.814\n",
      "888/3486 \t BJ_FT x RV_R_F => 0.786\n",
      "889/3486 \t BJ_FT x RV_R_S => 0.822\n",
      "890/3486 \t BJ_FT x SB_R_NA => 0.804\n",
      "891/3486 \t BJ_FT x SB_R_WA => 0.806\n",
      "892/3486 \t BJ_FT x SJ_BK => 0.823\n",
      "893/3486 \t BJ_FT x SJ_FT => 0.887\n",
      "894/3486 \t BJ_FT x SJ_LT => 0.845\n",
      "895/3486 \t BJ_FT x SJ_RT => 0.729\n",
      "896/3486 \t BJ_FT x SS_F_BK => 0.738\n",
      "897/3486 \t BJ_FT x SS_F_FT => 0.749\n",
      "898/3486 \t BJ_FT x SS_F_LT => 0.78\n",
      "899/3486 \t BJ_FT x SS_F_RT => 0.785\n",
      "900/3486 \t BJ_FT x SS_S_BK => 0.815\n",
      "901/3486 \t BJ_FT x SS_S_FT => 0.816\n",
      "902/3486 \t BJ_FT x SS_S_LT => 0.816\n",
      "903/3486 \t BJ_FT x SS_S_RT => 0.805\n",
      "904/3486 \t BJ_FT x SYN_B => 0.522\n",
      "905/3486 \t BJ_FT x SYN_K => 0.672\n",
      "906/3486 \t BJ_FT x SYN_R => 0.844\n",
      "907/3486 \t BJ_FT x SYN_S => 0.801\n",
      "908/3486 \t BJ_FT x SYN_U => 0.855\n",
      "909/3486 \t BJ_FT x TA => 0.718\n",
      "910/3486 \t BJ_FT x TB_F_FB => 0.691\n",
      "911/3486 \t BJ_FT x TB_S => 0.77\n",
      "912/3486 \t BJ_FT x TB_S_FB => 0.769\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "913/3486 \t BJ_FT x TF_F => 0.764\n",
      "914/3486 \t BJ_FT x TF_S => 0.851\n",
      "915/3486 \t BJ_FT x TL_F => 0.746\n",
      "916/3486 \t BJ_FT x TL_S => 0.778\n",
      "917/3486 \t BJ_FT x TOS_F => 0.754\n",
      "918/3486 \t BJ_FT x TOS_S => 0.789\n",
      "919/3486 \t BJ_FT x TR_F => 0.733\n",
      "920/3486 \t BJ_FT x TR_S => 0.808\n",
      "921/3486 \t BJ_FT x UP1 => 0.679\n",
      "922/3486 \t BJ_FT x UP2 => 0.652\n",
      "923/3486 \t BJ_FT x UP3 => 0.62\n",
      "924/3486 \t BJ_LT x AR => 0.62\n",
      "925/3486 \t BJ_LT x AS_L_NA => 0.62\n",
      "926/3486 \t BJ_LT x AS_L_WA => 0.62\n",
      "927/3486 \t BJ_LT x BA_R_NA => 0.62\n",
      "928/3486 \t BJ_LT x BA_R_WA => 0.62\n",
      "929/3486 \t BJ_LT x BBS_F_BK => 0.62\n",
      "930/3486 \t BJ_LT x BBS_F_FT => 0.62\n",
      "931/3486 \t BJ_LT x BBS_S_BK => 0.62\n",
      "932/3486 \t BJ_LT x BBS_S_FT => 0.62\n",
      "933/3486 \t BJ_LT x BJ_BK => 0.62\n",
      "934/3486 \t BJ_LT x BJ_FT => 0.62\n",
      "935/3486 \t BJ_LT x BJ_LT => 1\n",
      "936/3486 \t BJ_LT x BJ_RT => 0.774\n",
      "937/3486 \t BJ_LT x BSS_F_BK => 0.698\n",
      "938/3486 \t BJ_LT x BSS_F_FT => 0.672\n",
      "939/3486 \t BJ_LT x BSS_S_BK => 0.659\n",
      "940/3486 \t BJ_LT x BSS_S_FT => 0.664\n",
      "941/3486 \t BJ_LT x BS_F_BK => 0.81\n",
      "942/3486 \t BJ_LT x BS_F_FT => 0.786\n",
      "943/3486 \t BJ_LT x BS_F_LT => 0.848\n",
      "944/3486 \t BJ_LT x BS_F_RT => 0.84\n",
      "945/3486 \t BJ_LT x BS_S_BK => 0.776\n",
      "946/3486 \t BJ_LT x BS_S_FT => 0.793\n",
      "947/3486 \t BJ_LT x BS_S_LT => 0.843\n",
      "948/3486 \t BJ_LT x BS_S_RT => 0.869\n",
      "949/3486 \t BJ_LT x CH => 0.863\n",
      "950/3486 \t BJ_LT x CU_R_NA => 0.873\n",
      "951/3486 \t BJ_LT x CU_R_WA => 0.898\n",
      "952/3486 \t BJ_LT x EF => 0.848\n",
      "953/3486 \t BJ_LT x FR_R_NA => 0.802\n",
      "954/3486 \t BJ_LT x FR_R_WA => 0.841\n",
      "955/3486 \t BJ_LT x LD_F_dis => 0.866\n",
      "956/3486 \t BJ_LT x LD_F_small => 0.827\n",
      "957/3486 \t BJ_LT x LD_S_dis => 0.887\n",
      "958/3486 \t BJ_LT x LD_S_small => 0.866\n",
      "959/3486 \t BJ_LT x LU_F_big => 0.8\n",
      "960/3486 \t BJ_LT x LU_F_dis => 0.81\n",
      "961/3486 \t BJ_LT x LU_S_big => 0.85\n",
      "962/3486 \t BJ_LT x LU_S_dis => 0.857\n",
      "963/3486 \t BJ_LT x P1 => 0.715\n",
      "964/3486 \t BJ_LT x P3 => 0.618\n",
      "965/3486 \t BJ_LT x PB_F => 0.794\n",
      "966/3486 \t BJ_LT x PB_S => 0.831\n",
      "967/3486 \t BJ_LT x PC_F => 0.791\n",
      "968/3486 \t BJ_LT x PC_S => 0.787\n",
      "969/3486 \t BJ_LT x PE => 0.716\n",
      "970/3486 \t BJ_LT x PV_R_F => 0.749\n",
      "971/3486 \t BJ_LT x PV_R_S => 0.798\n",
      "972/3486 \t BJ_LT x RV_R_F => 0.788\n",
      "973/3486 \t BJ_LT x RV_R_S => 0.819\n",
      "974/3486 \t BJ_LT x SB_R_NA => 0.878\n",
      "975/3486 \t BJ_LT x SB_R_WA => 0.884\n",
      "976/3486 \t BJ_LT x SJ_BK => 0.835\n",
      "977/3486 \t BJ_LT x SJ_FT => 0.872\n",
      "978/3486 \t BJ_LT x SJ_LT => 0.959\n",
      "979/3486 \t BJ_LT x SJ_RT => 0.819\n",
      "980/3486 \t BJ_LT x SS_F_BK => 0.782\n",
      "981/3486 \t BJ_LT x SS_F_FT => 0.767\n",
      "982/3486 \t BJ_LT x SS_F_LT => 0.849\n",
      "983/3486 \t BJ_LT x SS_F_RT => 0.847\n",
      "984/3486 \t BJ_LT x SS_S_BK => 0.809\n",
      "985/3486 \t BJ_LT x SS_S_FT => 0.816\n",
      "986/3486 \t BJ_LT x SS_S_LT => 0.838\n",
      "987/3486 \t BJ_LT x SS_S_RT => 0.852\n",
      "988/3486 \t BJ_LT x SYN_B => 0.521\n",
      "989/3486 \t BJ_LT x SYN_K => 0.715\n",
      "990/3486 \t BJ_LT x SYN_R => 0.868\n",
      "991/3486 \t BJ_LT x SYN_S => 0.855\n",
      "992/3486 \t BJ_LT x SYN_U => 0.866\n",
      "993/3486 \t BJ_LT x TA => 0.854\n",
      "994/3486 \t BJ_LT x TB_F_FB => 0.645\n",
      "995/3486 \t BJ_LT x TB_S => 0.726\n",
      "996/3486 \t BJ_LT x TB_S_FB => 0.697\n",
      "997/3486 \t BJ_LT x TF_F => 0.761\n",
      "998/3486 \t BJ_LT x TF_S => 0.829\n",
      "999/3486 \t BJ_LT x TL_F => 0.757\n",
      "1000/3486 \t BJ_LT x TL_S => 0.777\n",
      "1001/3486 \t BJ_LT x TOS_F => 0.755\n",
      "1002/3486 \t BJ_LT x TOS_S => 0.786\n",
      "1003/3486 \t BJ_LT x TR_F => 0.732\n",
      "1004/3486 \t BJ_LT x TR_S => 0.778\n",
      "1005/3486 \t BJ_LT x UP1 => 0.733\n",
      "1006/3486 \t BJ_LT x UP2 => 0.703\n",
      "1007/3486 \t BJ_LT x UP3 => 0.639\n",
      "1008/3486 \t BJ_RT x AR => 0.639\n",
      "1009/3486 \t BJ_RT x AS_L_NA => 0.639\n",
      "1010/3486 \t BJ_RT x AS_L_WA => 0.639\n",
      "1011/3486 \t BJ_RT x BA_R_NA => 0.639\n",
      "1012/3486 \t BJ_RT x BA_R_WA => 0.639\n",
      "1013/3486 \t BJ_RT x BBS_F_BK => 0.639\n",
      "1014/3486 \t BJ_RT x BBS_F_FT => 0.639\n",
      "1015/3486 \t BJ_RT x BBS_S_BK => 0.639\n",
      "1016/3486 \t BJ_RT x BBS_S_FT => 0.639\n",
      "1017/3486 \t BJ_RT x BJ_BK => 0.639\n",
      "1018/3486 \t BJ_RT x BJ_FT => 0.639\n",
      "1019/3486 \t BJ_RT x BJ_LT => 0.639\n",
      "1020/3486 \t BJ_RT x BJ_RT => 1\n",
      "1021/3486 \t BJ_RT x BSS_F_BK => 0.757\n",
      "1022/3486 \t BJ_RT x BSS_F_FT => 0.735\n",
      "1023/3486 \t BJ_RT x BSS_S_BK => 0.731\n",
      "1024/3486 \t BJ_RT x BSS_S_FT => 0.746\n",
      "1025/3486 \t BJ_RT x BS_F_BK => 0.805\n",
      "1026/3486 \t BJ_RT x BS_F_FT => 0.752\n",
      "1027/3486 \t BJ_RT x BS_F_LT => 0.82\n",
      "1028/3486 \t BJ_RT x BS_F_RT => 0.838\n",
      "1029/3486 \t BJ_RT x BS_S_BK => 0.801\n",
      "1030/3486 \t BJ_RT x BS_S_FT => 0.787\n",
      "1031/3486 \t BJ_RT x BS_S_LT => 0.827\n",
      "1032/3486 \t BJ_RT x BS_S_RT => 0.861\n",
      "1033/3486 \t BJ_RT x CH => 0.85\n",
      "1034/3486 \t BJ_RT x CU_R_NA => 0.853\n",
      "1035/3486 \t BJ_RT x CU_R_WA => 0.877\n",
      "1036/3486 \t BJ_RT x EF => 0.843\n",
      "1037/3486 \t BJ_RT x FR_R_NA => 0.796\n",
      "1038/3486 \t BJ_RT x FR_R_WA => 0.807\n",
      "1039/3486 \t BJ_RT x LD_F_dis => 0.842\n",
      "1040/3486 \t BJ_RT x LD_F_small => 0.796\n",
      "1041/3486 \t BJ_RT x LD_S_dis => 0.871\n",
      "1042/3486 \t BJ_RT x LD_S_small => 0.834\n",
      "1043/3486 \t BJ_RT x LU_F_big => 0.765\n",
      "1044/3486 \t BJ_RT x LU_F_dis => 0.747\n",
      "1045/3486 \t BJ_RT x LU_S_big => 0.823\n",
      "1046/3486 \t BJ_RT x LU_S_dis => 0.823\n",
      "1047/3486 \t BJ_RT x P1 => 0.725\n",
      "1048/3486 \t BJ_RT x P3 => 0.594\n",
      "1049/3486 \t BJ_RT x PB_F => 0.837\n",
      "1050/3486 \t BJ_RT x PB_S => 0.869\n",
      "1051/3486 \t BJ_RT x PC_F => 0.738\n",
      "1052/3486 \t BJ_RT x PC_S => 0.748\n",
      "1053/3486 \t BJ_RT x PE => 0.649\n",
      "1054/3486 \t BJ_RT x PV_R_F => 0.749\n",
      "1055/3486 \t BJ_RT x PV_R_S => 0.802\n",
      "1056/3486 \t BJ_RT x RV_R_F => 0.82\n",
      "1057/3486 \t BJ_RT x RV_R_S => 0.827\n",
      "1058/3486 \t BJ_RT x SB_R_NA => 0.787\n",
      "1059/3486 \t BJ_RT x SB_R_WA => 0.813\n",
      "1060/3486 \t BJ_RT x SJ_BK => 0.807\n",
      "1061/3486 \t BJ_RT x SJ_FT => 0.783\n",
      "1062/3486 \t BJ_RT x SJ_LT => 0.79\n",
      "1063/3486 \t BJ_RT x SJ_RT => 0.936\n",
      "1064/3486 \t BJ_RT x SS_F_BK => 0.767\n",
      "1065/3486 \t BJ_RT x SS_F_FT => 0.734\n",
      "1066/3486 \t BJ_RT x SS_F_LT => 0.828\n",
      "1067/3486 \t BJ_RT x SS_F_RT => 0.831\n",
      "1068/3486 \t BJ_RT x SS_S_BK => 0.819\n",
      "1069/3486 \t BJ_RT x SS_S_FT => 0.827\n",
      "1070/3486 \t BJ_RT x SS_S_LT => 0.822\n",
      "1071/3486 \t BJ_RT x SS_S_RT => 0.84\n",
      "1072/3486 \t BJ_RT x SYN_B => 0.516\n",
      "1073/3486 \t BJ_RT x SYN_K => 0.695\n",
      "1074/3486 \t BJ_RT x SYN_R => 0.844\n",
      "1075/3486 \t BJ_RT x SYN_S => 0.81\n",
      "1076/3486 \t BJ_RT x SYN_U => 0.851\n",
      "1077/3486 \t BJ_RT x TA => 0.793\n",
      "1078/3486 \t BJ_RT x TB_F_FB => 0.643\n",
      "1079/3486 \t BJ_RT x TB_S => 0.738\n",
      "1080/3486 \t BJ_RT x TB_S_FB => 0.693\n",
      "1081/3486 \t BJ_RT x TF_F => 0.758\n",
      "1082/3486 \t BJ_RT x TF_S => 0.806\n",
      "1083/3486 \t BJ_RT x TL_F => 0.732\n",
      "1084/3486 \t BJ_RT x TL_S => 0.752\n",
      "1085/3486 \t BJ_RT x TOS_F => 0.72\n",
      "1086/3486 \t BJ_RT x TOS_S => 0.776\n",
      "1087/3486 \t BJ_RT x TR_F => 0.747\n",
      "1088/3486 \t BJ_RT x TR_S => 0.79\n",
      "1089/3486 \t BJ_RT x UP1 => 0.718\n",
      "1090/3486 \t BJ_RT x UP2 => 0.71\n",
      "1091/3486 \t BJ_RT x UP3 => 0.587\n",
      "1092/3486 \t BSS_F_BK x AR => 0.587\n",
      "1093/3486 \t BSS_F_BK x AS_L_NA => 0.587\n",
      "1094/3486 \t BSS_F_BK x AS_L_WA => 0.587\n",
      "1095/3486 \t BSS_F_BK x BA_R_NA => 0.587\n",
      "1096/3486 \t BSS_F_BK x BA_R_WA => 0.587\n",
      "1097/3486 \t BSS_F_BK x BBS_F_BK => 0.587\n",
      "1098/3486 \t BSS_F_BK x BBS_F_FT => 0.587\n",
      "1099/3486 \t BSS_F_BK x BBS_S_BK => 0.587\n",
      "1100/3486 \t BSS_F_BK x BBS_S_FT => 0.587\n",
      "1101/3486 \t BSS_F_BK x BJ_BK => 0.587\n",
      "1102/3486 \t BSS_F_BK x BJ_FT => 0.587\n",
      "1103/3486 \t BSS_F_BK x BJ_LT => 0.587\n",
      "1104/3486 \t BSS_F_BK x BJ_RT => 0.587\n",
      "1105/3486 \t BSS_F_BK x BSS_F_BK => 1\n",
      "1106/3486 \t BSS_F_BK x BSS_F_FT => 0.944\n",
      "1107/3486 \t BSS_F_BK x BSS_S_BK => 0.925\n",
      "1108/3486 \t BSS_F_BK x BSS_S_FT => 0.971\n",
      "1109/3486 \t BSS_F_BK x BS_F_BK => 0.864\n",
      "1110/3486 \t BSS_F_BK x BS_F_FT => 0.872\n",
      "1111/3486 \t BSS_F_BK x BS_F_LT => 0.808\n",
      "1112/3486 \t BSS_F_BK x BS_F_RT => 0.829\n",
      "1113/3486 \t BSS_F_BK x BS_S_BK => 0.888\n",
      "1114/3486 \t BSS_F_BK x BS_S_FT => 0.881\n",
      "1115/3486 \t BSS_F_BK x BS_S_LT => 0.821\n",
      "1116/3486 \t BSS_F_BK x BS_S_RT => 0.836\n",
      "1117/3486 \t BSS_F_BK x CH => 0.745\n",
      "1118/3486 \t BSS_F_BK x CU_R_NA => 0.734\n",
      "1119/3486 \t BSS_F_BK x CU_R_WA => 0.787\n",
      "1120/3486 \t BSS_F_BK x EF => 0.735\n",
      "1121/3486 \t BSS_F_BK x FR_R_NA => 0.672\n",
      "1122/3486 \t BSS_F_BK x FR_R_WA => 0.726\n",
      "1123/3486 \t BSS_F_BK x LD_F_dis => 0.76\n",
      "1124/3486 \t BSS_F_BK x LD_F_small => 0.7\n",
      "1125/3486 \t BSS_F_BK x LD_S_dis => 0.777\n",
      "1126/3486 \t BSS_F_BK x LD_S_small => 0.737\n",
      "1127/3486 \t BSS_F_BK x LU_F_big => 0.67\n",
      "1128/3486 \t BSS_F_BK x LU_F_dis => 0.674\n",
      "1129/3486 \t BSS_F_BK x LU_S_big => 0.716\n",
      "1130/3486 \t BSS_F_BK x LU_S_dis => 0.706\n",
      "1131/3486 \t BSS_F_BK x P1 => 0.618\n",
      "1132/3486 \t BSS_F_BK x P3 => 0.51\n",
      "1133/3486 \t BSS_F_BK x PB_F => 0.715\n",
      "1134/3486 \t BSS_F_BK x PB_S => 0.742\n",
      "1135/3486 \t BSS_F_BK x PC_F => 0.621\n",
      "1136/3486 \t BSS_F_BK x PC_S => 0.623\n",
      "1137/3486 \t BSS_F_BK x PE => 0.522\n",
      "1138/3486 \t BSS_F_BK x PV_R_F => 0.722\n",
      "1139/3486 \t BSS_F_BK x PV_R_S => 0.768\n",
      "1140/3486 \t BSS_F_BK x RV_R_F => 0.729\n",
      "1141/3486 \t BSS_F_BK x RV_R_S => 0.728\n",
      "1142/3486 \t BSS_F_BK x SB_R_NA => 0.684\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "1143/3486 \t BSS_F_BK x SB_R_WA => 0.693\n",
      "1144/3486 \t BSS_F_BK x SJ_BK => 0.748\n",
      "1145/3486 \t BSS_F_BK x SJ_FT => 0.748\n",
      "1146/3486 \t BSS_F_BK x SJ_LT => 0.687\n",
      "1147/3486 \t BSS_F_BK x SJ_RT => 0.786\n",
      "1148/3486 \t BSS_F_BK x SS_F_BK => 0.906\n",
      "1149/3486 \t BSS_F_BK x SS_F_FT => 0.896\n",
      "1150/3486 \t BSS_F_BK x SS_F_LT => 0.82\n",
      "1151/3486 \t BSS_F_BK x SS_F_RT => 0.809\n",
      "1152/3486 \t BSS_F_BK x SS_S_BK => 0.891\n",
      "1153/3486 \t BSS_F_BK x SS_S_FT => 0.906\n",
      "1154/3486 \t BSS_F_BK x SS_S_LT => 0.842\n",
      "1155/3486 \t BSS_F_BK x SS_S_RT => 0.846\n",
      "1156/3486 \t BSS_F_BK x SYN_B => 0.398\n",
      "1157/3486 \t BSS_F_BK x SYN_K => 0.669\n",
      "1158/3486 \t BSS_F_BK x SYN_R => 0.818\n",
      "1159/3486 \t BSS_F_BK x SYN_S => 0.761\n",
      "1160/3486 \t BSS_F_BK x SYN_U => 0.793\n",
      "1161/3486 \t BSS_F_BK x TA => 0.723\n",
      "1162/3486 \t BSS_F_BK x TB_F_FB => 0.717\n",
      "1163/3486 \t BSS_F_BK x TB_S => 0.738\n",
      "1164/3486 \t BSS_F_BK x TB_S_FB => 0.782\n",
      "1165/3486 \t BSS_F_BK x TF_F => 0.644\n",
      "1166/3486 \t BSS_F_BK x TF_S => 0.721\n",
      "1167/3486 \t BSS_F_BK x TL_F => 0.62\n",
      "1168/3486 \t BSS_F_BK x TL_S => 0.669\n",
      "1169/3486 \t BSS_F_BK x TOS_F => 0.65\n",
      "1170/3486 \t BSS_F_BK x TOS_S => 0.687\n",
      "1171/3486 \t BSS_F_BK x TR_F => 0.67\n",
      "1172/3486 \t BSS_F_BK x TR_S => 0.72\n",
      "1173/3486 \t BSS_F_BK x UP1 => 0.57\n",
      "1174/3486 \t BSS_F_BK x UP2 => 0.634\n",
      "1175/3486 \t BSS_F_BK x UP3 => 0.566\n",
      "1176/3486 \t BSS_F_FT x AR => 0.566\n",
      "1177/3486 \t BSS_F_FT x AS_L_NA => 0.566\n",
      "1178/3486 \t BSS_F_FT x AS_L_WA => 0.566\n",
      "1179/3486 \t BSS_F_FT x BA_R_NA => 0.566\n",
      "1180/3486 \t BSS_F_FT x BA_R_WA => 0.566\n",
      "1181/3486 \t BSS_F_FT x BBS_F_BK => 0.566\n",
      "1182/3486 \t BSS_F_FT x BBS_F_FT => 0.566\n",
      "1183/3486 \t BSS_F_FT x BBS_S_BK => 0.566\n",
      "1184/3486 \t BSS_F_FT x BBS_S_FT => 0.566\n",
      "1185/3486 \t BSS_F_FT x BJ_BK => 0.566\n",
      "1186/3486 \t BSS_F_FT x BJ_FT => 0.566\n",
      "1187/3486 \t BSS_F_FT x BJ_LT => 0.566\n",
      "1188/3486 \t BSS_F_FT x BJ_RT => 0.566\n",
      "1189/3486 \t BSS_F_FT x BSS_F_BK => 0.566\n",
      "1190/3486 \t BSS_F_FT x BSS_F_FT => 1\n",
      "1191/3486 \t BSS_F_FT x BSS_S_BK => 0.894\n",
      "1192/3486 \t BSS_F_FT x BSS_S_FT => 0.972\n",
      "1193/3486 \t BSS_F_FT x BS_F_BK => 0.866\n",
      "1194/3486 \t BSS_F_FT x BS_F_FT => 0.841\n",
      "1195/3486 \t BSS_F_FT x BS_F_LT => 0.787\n",
      "1196/3486 \t BSS_F_FT x BS_F_RT => 0.803\n",
      "1197/3486 \t BSS_F_FT x BS_S_BK => 0.878\n",
      "1198/3486 \t BSS_F_FT x BS_S_FT => 0.855\n",
      "1199/3486 \t BSS_F_FT x BS_S_LT => 0.794\n",
      "1200/3486 \t BSS_F_FT x BS_S_RT => 0.819\n",
      "1201/3486 \t BSS_F_FT x CH => 0.744\n",
      "1202/3486 \t BSS_F_FT x CU_R_NA => 0.722\n",
      "1203/3486 \t BSS_F_FT x CU_R_WA => 0.767\n",
      "1204/3486 \t BSS_F_FT x EF => 0.715\n",
      "1205/3486 \t BSS_F_FT x FR_R_NA => 0.646\n",
      "1206/3486 \t BSS_F_FT x FR_R_WA => 0.719\n",
      "1207/3486 \t BSS_F_FT x LD_F_dis => 0.741\n",
      "1208/3486 \t BSS_F_FT x LD_F_small => 0.668\n",
      "1209/3486 \t BSS_F_FT x LD_S_dis => 0.756\n",
      "1210/3486 \t BSS_F_FT x LD_S_small => 0.723\n",
      "1211/3486 \t BSS_F_FT x LU_F_big => 0.665\n",
      "1212/3486 \t BSS_F_FT x LU_F_dis => 0.673\n",
      "1213/3486 \t BSS_F_FT x LU_S_big => 0.716\n",
      "1214/3486 \t BSS_F_FT x LU_S_dis => 0.698\n",
      "1215/3486 \t BSS_F_FT x P1 => 0.618\n",
      "1216/3486 \t BSS_F_FT x P3 => 0.511\n",
      "1217/3486 \t BSS_F_FT x PB_F => 0.718\n",
      "1218/3486 \t BSS_F_FT x PB_S => 0.724\n",
      "1219/3486 \t BSS_F_FT x PC_F => 0.603\n",
      "1220/3486 \t BSS_F_FT x PC_S => 0.628\n",
      "1221/3486 \t BSS_F_FT x PE => 0.504\n",
      "1222/3486 \t BSS_F_FT x PV_R_F => 0.716\n",
      "1223/3486 \t BSS_F_FT x PV_R_S => 0.76\n",
      "1224/3486 \t BSS_F_FT x RV_R_F => 0.712\n",
      "1225/3486 \t BSS_F_FT x RV_R_S => 0.71\n",
      "1226/3486 \t BSS_F_FT x SB_R_NA => 0.688\n",
      "1227/3486 \t BSS_F_FT x SB_R_WA => 0.693\n",
      "1228/3486 \t BSS_F_FT x SJ_BK => 0.741\n",
      "1229/3486 \t BSS_F_FT x SJ_FT => 0.747\n",
      "1230/3486 \t BSS_F_FT x SJ_LT => 0.672\n",
      "1231/3486 \t BSS_F_FT x SJ_RT => 0.752\n",
      "1232/3486 \t BSS_F_FT x SS_F_BK => 0.853\n",
      "1233/3486 \t BSS_F_FT x SS_F_FT => 0.887\n",
      "1234/3486 \t BSS_F_FT x SS_F_LT => 0.779\n",
      "1235/3486 \t BSS_F_FT x SS_F_RT => 0.774\n",
      "1236/3486 \t BSS_F_FT x SS_S_BK => 0.867\n",
      "1237/3486 \t BSS_F_FT x SS_S_FT => 0.87\n",
      "1238/3486 \t BSS_F_FT x SS_S_LT => 0.815\n",
      "1239/3486 \t BSS_F_FT x SS_S_RT => 0.817\n",
      "1240/3486 \t BSS_F_FT x SYN_B => 0.291\n",
      "1241/3486 \t BSS_F_FT x SYN_K => 0.638\n",
      "1242/3486 \t BSS_F_FT x SYN_R => 0.81\n",
      "1243/3486 \t BSS_F_FT x SYN_S => 0.738\n",
      "1244/3486 \t BSS_F_FT x SYN_U => 0.769\n",
      "1245/3486 \t BSS_F_FT x TA => 0.683\n",
      "1246/3486 \t BSS_F_FT x TB_F_FB => 0.706\n",
      "1247/3486 \t BSS_F_FT x TB_S => 0.738\n",
      "1248/3486 \t BSS_F_FT x TB_S_FB => 0.785\n",
      "1249/3486 \t BSS_F_FT x TF_F => 0.653\n",
      "1250/3486 \t BSS_F_FT x TF_S => 0.723\n",
      "1251/3486 \t BSS_F_FT x TL_F => 0.63\n",
      "1252/3486 \t BSS_F_FT x TL_S => 0.678\n",
      "1253/3486 \t BSS_F_FT x TOS_F => 0.62\n",
      "1254/3486 \t BSS_F_FT x TOS_S => 0.674\n",
      "1255/3486 \t BSS_F_FT x TR_F => 0.671\n",
      "1256/3486 \t BSS_F_FT x TR_S => 0.708\n",
      "1257/3486 \t BSS_F_FT x UP1 => 0.564\n",
      "1258/3486 \t BSS_F_FT x UP2 => 0.636\n",
      "1259/3486 \t BSS_F_FT x UP3 => 0.576\n",
      "1260/3486 \t BSS_S_BK x AR => 0.576\n",
      "1261/3486 \t BSS_S_BK x AS_L_NA => 0.576\n",
      "1262/3486 \t BSS_S_BK x AS_L_WA => 0.576\n",
      "1263/3486 \t BSS_S_BK x BA_R_NA => 0.576\n",
      "1264/3486 \t BSS_S_BK x BA_R_WA => 0.576\n",
      "1265/3486 \t BSS_S_BK x BBS_F_BK => 0.576\n",
      "1266/3486 \t BSS_S_BK x BBS_F_FT => 0.576\n",
      "1267/3486 \t BSS_S_BK x BBS_S_BK => 0.576\n",
      "1268/3486 \t BSS_S_BK x BBS_S_FT => 0.576\n",
      "1269/3486 \t BSS_S_BK x BJ_BK => 0.576\n",
      "1270/3486 \t BSS_S_BK x BJ_FT => 0.576\n",
      "1271/3486 \t BSS_S_BK x BJ_LT => 0.576\n",
      "1272/3486 \t BSS_S_BK x BJ_RT => 0.576\n",
      "1273/3486 \t BSS_S_BK x BSS_F_BK => 0.576\n",
      "1274/3486 \t BSS_S_BK x BSS_F_FT => 0.576\n",
      "1275/3486 \t BSS_S_BK x BSS_S_BK => 1\n",
      "1276/3486 \t BSS_S_BK x BSS_S_FT => 0.92\n",
      "1277/3486 \t BSS_S_BK x BS_F_BK => 0.858\n",
      "1278/3486 \t BSS_S_BK x BS_F_FT => 0.87\n",
      "1279/3486 \t BSS_S_BK x BS_F_LT => 0.77\n",
      "1280/3486 \t BSS_S_BK x BS_F_RT => 0.786\n",
      "1281/3486 \t BSS_S_BK x BS_S_BK => 0.895\n",
      "1282/3486 \t BSS_S_BK x BS_S_FT => 0.856\n",
      "1283/3486 \t BSS_S_BK x BS_S_LT => 0.77\n",
      "1284/3486 \t BSS_S_BK x BS_S_RT => 0.795\n",
      "1285/3486 \t BSS_S_BK x CH => 0.72\n",
      "1286/3486 \t BSS_S_BK x CU_R_NA => 0.727\n",
      "1287/3486 \t BSS_S_BK x CU_R_WA => 0.771\n",
      "1288/3486 \t BSS_S_BK x EF => 0.707\n",
      "1289/3486 \t BSS_S_BK x FR_R_NA => 0.642\n",
      "1290/3486 \t BSS_S_BK x FR_R_WA => 0.688\n",
      "1291/3486 \t BSS_S_BK x LD_F_dis => 0.732\n",
      "1292/3486 \t BSS_S_BK x LD_F_small => 0.7\n",
      "1293/3486 \t BSS_S_BK x LD_S_dis => 0.765\n",
      "1294/3486 \t BSS_S_BK x LD_S_small => 0.716\n",
      "1295/3486 \t BSS_S_BK x LU_F_big => 0.662\n",
      "1296/3486 \t BSS_S_BK x LU_F_dis => 0.627\n",
      "1297/3486 \t BSS_S_BK x LU_S_big => 0.695\n",
      "1298/3486 \t BSS_S_BK x LU_S_dis => 0.695\n",
      "1299/3486 \t BSS_S_BK x P1 => 0.612\n",
      "1300/3486 \t BSS_S_BK x P3 => 0.516\n",
      "1301/3486 \t BSS_S_BK x PB_F => 0.683\n",
      "1302/3486 \t BSS_S_BK x PB_S => 0.718\n",
      "1303/3486 \t BSS_S_BK x PC_F => 0.594\n",
      "1304/3486 \t BSS_S_BK x PC_S => 0.59\n",
      "1305/3486 \t BSS_S_BK x PE => 0.491\n",
      "1306/3486 \t BSS_S_BK x PV_R_F => 0.703\n",
      "1307/3486 \t BSS_S_BK x PV_R_S => 0.761\n",
      "1308/3486 \t BSS_S_BK x RV_R_F => 0.72\n",
      "1309/3486 \t BSS_S_BK x RV_R_S => 0.725\n",
      "1310/3486 \t BSS_S_BK x SB_R_NA => 0.664\n",
      "1311/3486 \t BSS_S_BK x SB_R_WA => 0.676\n",
      "1312/3486 \t BSS_S_BK x SJ_BK => 0.713\n",
      "1313/3486 \t BSS_S_BK x SJ_FT => 0.72\n",
      "1314/3486 \t BSS_S_BK x SJ_LT => 0.682\n",
      "1315/3486 \t BSS_S_BK x SJ_RT => 0.753\n",
      "1316/3486 \t BSS_S_BK x SS_F_BK => 0.893\n",
      "1317/3486 \t BSS_S_BK x SS_F_FT => 0.89\n",
      "1318/3486 \t BSS_S_BK x SS_F_LT => 0.781\n",
      "1319/3486 \t BSS_S_BK x SS_F_RT => 0.79\n",
      "1320/3486 \t BSS_S_BK x SS_S_BK => 0.923\n",
      "1321/3486 \t BSS_S_BK x SS_S_FT => 0.899\n",
      "1322/3486 \t BSS_S_BK x SS_S_LT => 0.781\n",
      "1323/3486 \t BSS_S_BK x SS_S_RT => 0.786\n",
      "1324/3486 \t BSS_S_BK x SYN_B => 0.431\n",
      "1325/3486 \t BSS_S_BK x SYN_K => 0.647\n",
      "1326/3486 \t BSS_S_BK x SYN_R => 0.794\n",
      "1327/3486 \t BSS_S_BK x SYN_S => 0.735\n",
      "1328/3486 \t BSS_S_BK x SYN_U => 0.76\n",
      "1329/3486 \t BSS_S_BK x TA => 0.668\n",
      "1330/3486 \t BSS_S_BK x TB_F_FB => 0.686\n",
      "1331/3486 \t BSS_S_BK x TB_S => 0.733\n",
      "1332/3486 \t BSS_S_BK x TB_S_FB => 0.77\n",
      "1333/3486 \t BSS_S_BK x TF_F => 0.607\n",
      "1334/3486 \t BSS_S_BK x TF_S => 0.696\n",
      "1335/3486 \t BSS_S_BK x TL_F => 0.584\n",
      "1336/3486 \t BSS_S_BK x TL_S => 0.642\n",
      "1337/3486 \t BSS_S_BK x TOS_F => 0.635\n",
      "1338/3486 \t BSS_S_BK x TOS_S => 0.672\n",
      "1339/3486 \t BSS_S_BK x TR_F => 0.647\n",
      "1340/3486 \t BSS_S_BK x TR_S => 0.699\n",
      "1341/3486 \t BSS_S_BK x UP1 => 0.551\n",
      "1342/3486 \t BSS_S_BK x UP2 => 0.603\n",
      "1343/3486 \t BSS_S_BK x UP3 => 0.553\n",
      "1344/3486 \t BSS_S_FT x AR => 0.553\n",
      "1345/3486 \t BSS_S_FT x AS_L_NA => 0.553\n",
      "1346/3486 \t BSS_S_FT x AS_L_WA => 0.553\n",
      "1347/3486 \t BSS_S_FT x BA_R_NA => 0.553\n",
      "1348/3486 \t BSS_S_FT x BA_R_WA => 0.553\n",
      "1349/3486 \t BSS_S_FT x BBS_F_BK => 0.553\n",
      "1350/3486 \t BSS_S_FT x BBS_F_FT => 0.553\n",
      "1351/3486 \t BSS_S_FT x BBS_S_BK => 0.553\n",
      "1352/3486 \t BSS_S_FT x BBS_S_FT => 0.553\n",
      "1353/3486 \t BSS_S_FT x BJ_BK => 0.553\n",
      "1354/3486 \t BSS_S_FT x BJ_FT => 0.553\n",
      "1355/3486 \t BSS_S_FT x BJ_LT => 0.553\n",
      "1356/3486 \t BSS_S_FT x BJ_RT => 0.553\n",
      "1357/3486 \t BSS_S_FT x BSS_F_BK => 0.553\n",
      "1358/3486 \t BSS_S_FT x BSS_F_FT => 0.553\n",
      "1359/3486 \t BSS_S_FT x BSS_S_BK => 0.553\n",
      "1360/3486 \t BSS_S_FT x BSS_S_FT => 1\n",
      "1361/3486 \t BSS_S_FT x BS_F_BK => 0.845\n",
      "1362/3486 \t BSS_S_FT x BS_F_FT => 0.848\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "1363/3486 \t BSS_S_FT x BS_F_LT => 0.801\n",
      "1364/3486 \t BSS_S_FT x BS_F_RT => 0.793\n",
      "1365/3486 \t BSS_S_FT x BS_S_BK => 0.876\n",
      "1366/3486 \t BSS_S_FT x BS_S_FT => 0.867\n",
      "1367/3486 \t BSS_S_FT x BS_S_LT => 0.799\n",
      "1368/3486 \t BSS_S_FT x BS_S_RT => 0.798\n",
      "1369/3486 \t BSS_S_FT x CH => 0.745\n",
      "1370/3486 \t BSS_S_FT x CU_R_NA => 0.724\n",
      "1371/3486 \t BSS_S_FT x CU_R_WA => 0.771\n",
      "1372/3486 \t BSS_S_FT x EF => 0.697\n",
      "1373/3486 \t BSS_S_FT x FR_R_NA => 0.657\n",
      "1374/3486 \t BSS_S_FT x FR_R_WA => 0.721\n",
      "1375/3486 \t BSS_S_FT x LD_F_dis => 0.721\n",
      "1376/3486 \t BSS_S_FT x LD_F_small => 0.678\n",
      "1377/3486 \t BSS_S_FT x LD_S_dis => 0.754\n",
      "1378/3486 \t BSS_S_FT x LD_S_small => 0.708\n",
      "1379/3486 \t BSS_S_FT x LU_F_big => 0.679\n",
      "1380/3486 \t BSS_S_FT x LU_F_dis => 0.64\n",
      "1381/3486 \t BSS_S_FT x LU_S_big => 0.692\n",
      "1382/3486 \t BSS_S_FT x LU_S_dis => 0.692\n",
      "1383/3486 \t BSS_S_FT x P1 => 0.615\n",
      "1384/3486 \t BSS_S_FT x P3 => 0.531\n",
      "1385/3486 \t BSS_S_FT x PB_F => 0.689\n",
      "1386/3486 \t BSS_S_FT x PB_S => 0.714\n",
      "1387/3486 \t BSS_S_FT x PC_F => 0.583\n",
      "1388/3486 \t BSS_S_FT x PC_S => 0.607\n",
      "1389/3486 \t BSS_S_FT x PE => 0.499\n",
      "1390/3486 \t BSS_S_FT x PV_R_F => 0.706\n",
      "1391/3486 \t BSS_S_FT x PV_R_S => 0.763\n",
      "1392/3486 \t BSS_S_FT x RV_R_F => 0.714\n",
      "1393/3486 \t BSS_S_FT x RV_R_S => 0.723\n",
      "1394/3486 \t BSS_S_FT x SB_R_NA => 0.672\n",
      "1395/3486 \t BSS_S_FT x SB_R_WA => 0.684\n",
      "1396/3486 \t BSS_S_FT x SJ_BK => 0.72\n",
      "1397/3486 \t BSS_S_FT x SJ_FT => 0.731\n",
      "1398/3486 \t BSS_S_FT x SJ_LT => 0.694\n",
      "1399/3486 \t BSS_S_FT x SJ_RT => 0.752\n",
      "1400/3486 \t BSS_S_FT x SS_F_BK => 0.904\n",
      "1401/3486 \t BSS_S_FT x SS_F_FT => 0.912\n",
      "1402/3486 \t BSS_S_FT x SS_F_LT => 0.807\n",
      "1403/3486 \t BSS_S_FT x SS_F_RT => 0.807\n",
      "1404/3486 \t BSS_S_FT x SS_S_BK => 0.878\n",
      "1405/3486 \t BSS_S_FT x SS_S_FT => 0.885\n",
      "1406/3486 \t BSS_S_FT x SS_S_LT => 0.809\n",
      "1407/3486 \t BSS_S_FT x SS_S_RT => 0.803\n",
      "1408/3486 \t BSS_S_FT x SYN_B => 0.424\n",
      "1409/3486 \t BSS_S_FT x SYN_K => 0.66\n",
      "1410/3486 \t BSS_S_FT x SYN_R => 0.784\n",
      "1411/3486 \t BSS_S_FT x SYN_S => 0.723\n",
      "1412/3486 \t BSS_S_FT x SYN_U => 0.762\n",
      "1413/3486 \t BSS_S_FT x TA => 0.647\n",
      "1414/3486 \t BSS_S_FT x TB_F_FB => 0.677\n",
      "1415/3486 \t BSS_S_FT x TB_S => 0.726\n",
      "1416/3486 \t BSS_S_FT x TB_S_FB => 0.762\n",
      "1417/3486 \t BSS_S_FT x TF_F => 0.621\n",
      "1418/3486 \t BSS_S_FT x TF_S => 0.727\n",
      "1419/3486 \t BSS_S_FT x TL_F => 0.6\n",
      "1420/3486 \t BSS_S_FT x TL_S => 0.66\n",
      "1421/3486 \t BSS_S_FT x TOS_F => 0.628\n",
      "1422/3486 \t BSS_S_FT x TOS_S => 0.663\n",
      "1423/3486 \t BSS_S_FT x TR_F => 0.647\n",
      "1424/3486 \t BSS_S_FT x TR_S => 0.701\n",
      "1425/3486 \t BSS_S_FT x UP1 => 0.561\n",
      "1426/3486 \t BSS_S_FT x UP2 => 0.616\n",
      "1427/3486 \t BSS_S_FT x UP3 => 0.575\n",
      "1428/3486 \t BS_F_BK x AR => 0.575\n",
      "1429/3486 \t BS_F_BK x AS_L_NA => 0.575\n",
      "1430/3486 \t BS_F_BK x AS_L_WA => 0.575\n",
      "1431/3486 \t BS_F_BK x BA_R_NA => 0.575\n",
      "1432/3486 \t BS_F_BK x BA_R_WA => 0.575\n",
      "1433/3486 \t BS_F_BK x BBS_F_BK => 0.575\n",
      "1434/3486 \t BS_F_BK x BBS_F_FT => 0.575\n",
      "1435/3486 \t BS_F_BK x BBS_S_BK => 0.575\n",
      "1436/3486 \t BS_F_BK x BBS_S_FT => 0.575\n",
      "1437/3486 \t BS_F_BK x BJ_BK => 0.575\n",
      "1438/3486 \t BS_F_BK x BJ_FT => 0.575\n",
      "1439/3486 \t BS_F_BK x BJ_LT => 0.575\n",
      "1440/3486 \t BS_F_BK x BJ_RT => 0.575\n",
      "1441/3486 \t BS_F_BK x BSS_F_BK => 0.575\n",
      "1442/3486 \t BS_F_BK x BSS_F_FT => 0.575\n",
      "1443/3486 \t BS_F_BK x BSS_S_BK => 0.575\n",
      "1444/3486 \t BS_F_BK x BSS_S_FT => 0.575\n",
      "1445/3486 \t BS_F_BK x BS_F_BK => 1\n",
      "1446/3486 \t BS_F_BK x BS_F_FT => 0.919\n",
      "1447/3486 \t BS_F_BK x BS_F_LT => 0.861\n",
      "1448/3486 \t BS_F_BK x BS_F_RT => 0.868\n",
      "1449/3486 \t BS_F_BK x BS_S_BK => 0.935\n",
      "1450/3486 \t BS_F_BK x BS_S_FT => 0.924\n",
      "1451/3486 \t BS_F_BK x BS_S_LT => 0.872\n",
      "1452/3486 \t BS_F_BK x BS_S_RT => 0.874\n",
      "1453/3486 \t BS_F_BK x CH => 0.773\n",
      "1454/3486 \t BS_F_BK x CU_R_NA => 0.826\n",
      "1455/3486 \t BS_F_BK x CU_R_WA => 0.815\n",
      "1456/3486 \t BS_F_BK x EF => 0.785\n",
      "1457/3486 \t BS_F_BK x FR_R_NA => 0.731\n",
      "1458/3486 \t BS_F_BK x FR_R_WA => 0.845\n",
      "1459/3486 \t BS_F_BK x LD_F_dis => 0.812\n",
      "1460/3486 \t BS_F_BK x LD_F_small => 0.765\n",
      "1461/3486 \t BS_F_BK x LD_S_dis => 0.872\n",
      "1462/3486 \t BS_F_BK x LD_S_small => 0.794\n",
      "1463/3486 \t BS_F_BK x LU_F_big => 0.735\n",
      "1464/3486 \t BS_F_BK x LU_F_dis => 0.757\n",
      "1465/3486 \t BS_F_BK x LU_S_big => 0.769\n",
      "1466/3486 \t BS_F_BK x LU_S_dis => 0.798\n",
      "1467/3486 \t BS_F_BK x P1 => 0.699\n",
      "1468/3486 \t BS_F_BK x P3 => 0.525\n",
      "1469/3486 \t BS_F_BK x PB_F => 0.749\n",
      "1470/3486 \t BS_F_BK x PB_S => 0.783\n",
      "1471/3486 \t BS_F_BK x PC_F => 0.675\n",
      "1472/3486 \t BS_F_BK x PC_S => 0.681\n",
      "1473/3486 \t BS_F_BK x PE => 0.572\n",
      "1474/3486 \t BS_F_BK x PV_R_F => 0.761\n",
      "1475/3486 \t BS_F_BK x PV_R_S => 0.82\n",
      "1476/3486 \t BS_F_BK x RV_R_F => 0.761\n",
      "1477/3486 \t BS_F_BK x RV_R_S => 0.798\n",
      "1478/3486 \t BS_F_BK x SB_R_NA => 0.781\n",
      "1479/3486 \t BS_F_BK x SB_R_WA => 0.776\n",
      "1480/3486 \t BS_F_BK x SJ_BK => 0.831\n",
      "1481/3486 \t BS_F_BK x SJ_FT => 0.839\n",
      "1482/3486 \t BS_F_BK x SJ_LT => 0.843\n",
      "1483/3486 \t BS_F_BK x SJ_RT => 0.811\n",
      "1484/3486 \t BS_F_BK x SS_F_BK => 0.934\n",
      "1485/3486 \t BS_F_BK x SS_F_FT => 0.944\n",
      "1486/3486 \t BS_F_BK x SS_F_LT => 0.885\n",
      "1487/3486 \t BS_F_BK x SS_F_RT => 0.881\n",
      "1488/3486 \t BS_F_BK x SS_S_BK => 0.956\n",
      "1489/3486 \t BS_F_BK x SS_S_FT => 0.956\n",
      "1490/3486 \t BS_F_BK x SS_S_LT => 0.897\n",
      "1491/3486 \t BS_F_BK x SS_S_RT => 0.902\n",
      "1492/3486 \t BS_F_BK x SYN_B => 0.559\n",
      "1493/3486 \t BS_F_BK x SYN_K => 0.726\n",
      "1494/3486 \t BS_F_BK x SYN_R => 0.895\n",
      "1495/3486 \t BS_F_BK x SYN_S => 0.874\n",
      "1496/3486 \t BS_F_BK x SYN_U => 0.889\n",
      "1497/3486 \t BS_F_BK x TA => 0.755\n",
      "1498/3486 \t BS_F_BK x TB_F_FB => 0.7\n",
      "1499/3486 \t BS_F_BK x TB_S => 0.718\n",
      "1500/3486 \t BS_F_BK x TB_S_FB => 0.728\n",
      "1501/3486 \t BS_F_BK x TF_F => 0.686\n",
      "1502/3486 \t BS_F_BK x TF_S => 0.772\n",
      "1503/3486 \t BS_F_BK x TL_F => 0.645\n",
      "1504/3486 \t BS_F_BK x TL_S => 0.725\n",
      "1505/3486 \t BS_F_BK x TOS_F => 0.711\n",
      "1506/3486 \t BS_F_BK x TOS_S => 0.739\n",
      "1507/3486 \t BS_F_BK x TR_F => 0.713\n",
      "1508/3486 \t BS_F_BK x TR_S => 0.765\n",
      "1509/3486 \t BS_F_BK x UP1 => 0.633\n",
      "1510/3486 \t BS_F_BK x UP2 => 0.665\n",
      "1511/3486 \t BS_F_BK x UP3 => 0.533\n",
      "1512/3486 \t BS_F_FT x AR => 0.533\n",
      "1513/3486 \t BS_F_FT x AS_L_NA => 0.533\n",
      "1514/3486 \t BS_F_FT x AS_L_WA => 0.533\n",
      "1515/3486 \t BS_F_FT x BA_R_NA => 0.533\n",
      "1516/3486 \t BS_F_FT x BA_R_WA => 0.533\n",
      "1517/3486 \t BS_F_FT x BBS_F_BK => 0.533\n",
      "1518/3486 \t BS_F_FT x BBS_F_FT => 0.533\n",
      "1519/3486 \t BS_F_FT x BBS_S_BK => 0.533\n",
      "1520/3486 \t BS_F_FT x BBS_S_FT => 0.533\n",
      "1521/3486 \t BS_F_FT x BJ_BK => 0.533\n",
      "1522/3486 \t BS_F_FT x BJ_FT => 0.533\n",
      "1523/3486 \t BS_F_FT x BJ_LT => 0.533\n",
      "1524/3486 \t BS_F_FT x BJ_RT => 0.533\n",
      "1525/3486 \t BS_F_FT x BSS_F_BK => 0.533\n",
      "1526/3486 \t BS_F_FT x BSS_F_FT => 0.533\n",
      "1527/3486 \t BS_F_FT x BSS_S_BK => 0.533\n",
      "1528/3486 \t BS_F_FT x BSS_S_FT => 0.533\n",
      "1529/3486 \t BS_F_FT x BS_F_BK => 0.533\n",
      "1530/3486 \t BS_F_FT x BS_F_FT => 1\n",
      "1531/3486 \t BS_F_FT x BS_F_LT => 0.873\n",
      "1532/3486 \t BS_F_FT x BS_F_RT => 0.865\n",
      "1533/3486 \t BS_F_FT x BS_S_BK => 0.933\n",
      "1534/3486 \t BS_F_FT x BS_S_FT => 0.953\n",
      "1535/3486 \t BS_F_FT x BS_S_LT => 0.86\n",
      "1536/3486 \t BS_F_FT x BS_S_RT => 0.895\n",
      "1537/3486 \t BS_F_FT x CH => 0.779\n",
      "1538/3486 \t BS_F_FT x CU_R_NA => 0.827\n",
      "1539/3486 \t BS_F_FT x CU_R_WA => 0.806\n",
      "1540/3486 \t BS_F_FT x EF => 0.802\n",
      "1541/3486 \t BS_F_FT x FR_R_NA => 0.744\n",
      "1542/3486 \t BS_F_FT x FR_R_WA => 0.82\n",
      "1543/3486 \t BS_F_FT x LD_F_dis => 0.799\n",
      "1544/3486 \t BS_F_FT x LD_F_small => 0.743\n",
      "1545/3486 \t BS_F_FT x LD_S_dis => 0.859\n",
      "1546/3486 \t BS_F_FT x LD_S_small => 0.771\n",
      "1547/3486 \t BS_F_FT x LU_F_big => 0.728\n",
      "1548/3486 \t BS_F_FT x LU_F_dis => 0.733\n",
      "1549/3486 \t BS_F_FT x LU_S_big => 0.752\n",
      "1550/3486 \t BS_F_FT x LU_S_dis => 0.792\n",
      "1551/3486 \t BS_F_FT x P1 => 0.675\n",
      "1552/3486 \t BS_F_FT x P3 => 0.536\n",
      "1553/3486 \t BS_F_FT x PB_F => 0.745\n",
      "1554/3486 \t BS_F_FT x PB_S => 0.801\n",
      "1555/3486 \t BS_F_FT x PC_F => 0.695\n",
      "1556/3486 \t BS_F_FT x PC_S => 0.698\n",
      "1557/3486 \t BS_F_FT x PE => 0.599\n",
      "1558/3486 \t BS_F_FT x PV_R_F => 0.779\n",
      "1559/3486 \t BS_F_FT x PV_R_S => 0.832\n",
      "1560/3486 \t BS_F_FT x RV_R_F => 0.767\n",
      "1561/3486 \t BS_F_FT x RV_R_S => 0.794\n",
      "1562/3486 \t BS_F_FT x SB_R_NA => 0.785\n",
      "1563/3486 \t BS_F_FT x SB_R_WA => 0.795\n",
      "1564/3486 \t BS_F_FT x SJ_BK => 0.818\n",
      "1565/3486 \t BS_F_FT x SJ_FT => 0.804\n",
      "1566/3486 \t BS_F_FT x SJ_LT => 0.808\n",
      "1567/3486 \t BS_F_FT x SJ_RT => 0.812\n",
      "1568/3486 \t BS_F_FT x SS_F_BK => 0.939\n",
      "1569/3486 \t BS_F_FT x SS_F_FT => 0.952\n",
      "1570/3486 \t BS_F_FT x SS_F_LT => 0.872\n",
      "1571/3486 \t BS_F_FT x SS_F_RT => 0.873\n",
      "1572/3486 \t BS_F_FT x SS_S_BK => 0.947\n",
      "1573/3486 \t BS_F_FT x SS_S_FT => 0.963\n",
      "1574/3486 \t BS_F_FT x SS_S_LT => 0.889\n",
      "1575/3486 \t BS_F_FT x SS_S_RT => 0.886\n",
      "1576/3486 \t BS_F_FT x SYN_B => 0.582\n",
      "1577/3486 \t BS_F_FT x SYN_K => 0.705\n",
      "1578/3486 \t BS_F_FT x SYN_R => 0.864\n",
      "1579/3486 \t BS_F_FT x SYN_S => 0.832\n",
      "1580/3486 \t BS_F_FT x SYN_U => 0.858\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "1581/3486 \t BS_F_FT x TA => 0.744\n",
      "1582/3486 \t BS_F_FT x TB_F_FB => 0.727\n",
      "1583/3486 \t BS_F_FT x TB_S => 0.727\n",
      "1584/3486 \t BS_F_FT x TB_S_FB => 0.736\n",
      "1585/3486 \t BS_F_FT x TF_F => 0.7\n",
      "1586/3486 \t BS_F_FT x TF_S => 0.792\n",
      "1587/3486 \t BS_F_FT x TL_F => 0.695\n",
      "1588/3486 \t BS_F_FT x TL_S => 0.725\n",
      "1589/3486 \t BS_F_FT x TOS_F => 0.731\n",
      "1590/3486 \t BS_F_FT x TOS_S => 0.74\n",
      "1591/3486 \t BS_F_FT x TR_F => 0.707\n",
      "1592/3486 \t BS_F_FT x TR_S => 0.747\n",
      "1593/3486 \t BS_F_FT x UP1 => 0.618\n",
      "1594/3486 \t BS_F_FT x UP2 => 0.654\n",
      "1595/3486 \t BS_F_FT x UP3 => 0.568\n",
      "1596/3486 \t BS_F_LT x AR => 0.568\n",
      "1597/3486 \t BS_F_LT x AS_L_NA => 0.568\n",
      "1598/3486 \t BS_F_LT x AS_L_WA => 0.568\n",
      "1599/3486 \t BS_F_LT x BA_R_NA => 0.568\n",
      "1600/3486 \t BS_F_LT x BA_R_WA => 0.568\n",
      "1601/3486 \t BS_F_LT x BBS_F_BK => 0.568\n",
      "1602/3486 \t BS_F_LT x BBS_F_FT => 0.568\n",
      "1603/3486 \t BS_F_LT x BBS_S_BK => 0.568\n",
      "1604/3486 \t BS_F_LT x BBS_S_FT => 0.568\n",
      "1605/3486 \t BS_F_LT x BJ_BK => 0.568\n",
      "1606/3486 \t BS_F_LT x BJ_FT => 0.568\n",
      "1607/3486 \t BS_F_LT x BJ_LT => 0.568\n",
      "1608/3486 \t BS_F_LT x BJ_RT => 0.568\n",
      "1609/3486 \t BS_F_LT x BSS_F_BK => 0.568\n",
      "1610/3486 \t BS_F_LT x BSS_F_FT => 0.568\n",
      "1611/3486 \t BS_F_LT x BSS_S_BK => 0.568\n",
      "1612/3486 \t BS_F_LT x BSS_S_FT => 0.568\n",
      "1613/3486 \t BS_F_LT x BS_F_BK => 0.568\n",
      "1614/3486 \t BS_F_LT x BS_F_FT => 0.568\n",
      "1615/3486 \t BS_F_LT x BS_F_LT => 1\n",
      "1616/3486 \t BS_F_LT x BS_F_RT => 0.965\n",
      "1617/3486 \t BS_F_LT x BS_S_BK => 0.866\n",
      "1618/3486 \t BS_F_LT x BS_S_FT => 0.863\n",
      "1619/3486 \t BS_F_LT x BS_S_LT => 0.989\n",
      "1620/3486 \t BS_F_LT x BS_S_RT => 0.967\n",
      "1621/3486 \t BS_F_LT x CH => 0.855\n",
      "1622/3486 \t BS_F_LT x CU_R_NA => 0.867\n",
      "1623/3486 \t BS_F_LT x CU_R_WA => 0.86\n",
      "1624/3486 \t BS_F_LT x EF => 0.88\n",
      "1625/3486 \t BS_F_LT x FR_R_NA => 0.815\n",
      "1626/3486 \t BS_F_LT x FR_R_WA => 0.903\n",
      "1627/3486 \t BS_F_LT x LD_F_dis => 0.91\n",
      "1628/3486 \t BS_F_LT x LD_F_small => 0.829\n",
      "1629/3486 \t BS_F_LT x LD_S_dis => 0.922\n",
      "1630/3486 \t BS_F_LT x LD_S_small => 0.875\n",
      "1631/3486 \t BS_F_LT x LU_F_big => 0.808\n",
      "1632/3486 \t BS_F_LT x LU_F_dis => 0.849\n",
      "1633/3486 \t BS_F_LT x LU_S_big => 0.862\n",
      "1634/3486 \t BS_F_LT x LU_S_dis => 0.872\n",
      "1635/3486 \t BS_F_LT x P1 => 0.731\n",
      "1636/3486 \t BS_F_LT x P3 => 0.611\n",
      "1637/3486 \t BS_F_LT x PB_F => 0.838\n",
      "1638/3486 \t BS_F_LT x PB_S => 0.869\n",
      "1639/3486 \t BS_F_LT x PC_F => 0.776\n",
      "1640/3486 \t BS_F_LT x PC_S => 0.772\n",
      "1641/3486 \t BS_F_LT x PE => 0.672\n",
      "1642/3486 \t BS_F_LT x PV_R_F => 0.789\n",
      "1643/3486 \t BS_F_LT x PV_R_S => 0.847\n",
      "1644/3486 \t BS_F_LT x RV_R_F => 0.836\n",
      "1645/3486 \t BS_F_LT x RV_R_S => 0.841\n",
      "1646/3486 \t BS_F_LT x SB_R_NA => 0.834\n",
      "1647/3486 \t BS_F_LT x SB_R_WA => 0.839\n",
      "1648/3486 \t BS_F_LT x SJ_BK => 0.907\n",
      "1649/3486 \t BS_F_LT x SJ_FT => 0.895\n",
      "1650/3486 \t BS_F_LT x SJ_LT => 0.863\n",
      "1651/3486 \t BS_F_LT x SJ_RT => 0.854\n",
      "1652/3486 \t BS_F_LT x SS_F_BK => 0.899\n",
      "1653/3486 \t BS_F_LT x SS_F_FT => 0.893\n",
      "1654/3486 \t BS_F_LT x SS_F_LT => 0.98\n",
      "1655/3486 \t BS_F_LT x SS_F_RT => 0.974\n",
      "1656/3486 \t BS_F_LT x SS_S_BK => 0.887\n",
      "1657/3486 \t BS_F_LT x SS_S_FT => 0.909\n",
      "1658/3486 \t BS_F_LT x SS_S_LT => 0.979\n",
      "1659/3486 \t BS_F_LT x SS_S_RT => 0.983\n",
      "1660/3486 \t BS_F_LT x SYN_B => 0.578\n",
      "1661/3486 \t BS_F_LT x SYN_K => 0.722\n",
      "1662/3486 \t BS_F_LT x SYN_R => 0.952\n",
      "1663/3486 \t BS_F_LT x SYN_S => 0.91\n",
      "1664/3486 \t BS_F_LT x SYN_U => 0.916\n",
      "1665/3486 \t BS_F_LT x TA => 0.851\n",
      "1666/3486 \t BS_F_LT x TB_F_FB => 0.66\n",
      "1667/3486 \t BS_F_LT x TB_S => 0.73\n",
      "1668/3486 \t BS_F_LT x TB_S_FB => 0.695\n",
      "1669/3486 \t BS_F_LT x TF_F => 0.778\n",
      "1670/3486 \t BS_F_LT x TF_S => 0.841\n",
      "1671/3486 \t BS_F_LT x TL_F => 0.774\n",
      "1672/3486 \t BS_F_LT x TL_S => 0.809\n",
      "1673/3486 \t BS_F_LT x TOS_F => 0.785\n",
      "1674/3486 \t BS_F_LT x TOS_S => 0.819\n",
      "1675/3486 \t BS_F_LT x TR_F => 0.751\n",
      "1676/3486 \t BS_F_LT x TR_S => 0.811\n",
      "1677/3486 \t BS_F_LT x UP1 => 0.703\n",
      "1678/3486 \t BS_F_LT x UP2 => 0.737\n",
      "1679/3486 \t BS_F_LT x UP3 => 0.638\n",
      "1680/3486 \t BS_F_RT x AR => 0.638\n",
      "1681/3486 \t BS_F_RT x AS_L_NA => 0.638\n",
      "1682/3486 \t BS_F_RT x AS_L_WA => 0.638\n",
      "1683/3486 \t BS_F_RT x BA_R_NA => 0.638\n",
      "1684/3486 \t BS_F_RT x BA_R_WA => 0.638\n",
      "1685/3486 \t BS_F_RT x BBS_F_BK => 0.638\n",
      "1686/3486 \t BS_F_RT x BBS_F_FT => 0.638\n",
      "1687/3486 \t BS_F_RT x BBS_S_BK => 0.638\n",
      "1688/3486 \t BS_F_RT x BBS_S_FT => 0.638\n",
      "1689/3486 \t BS_F_RT x BJ_BK => 0.638\n",
      "1690/3486 \t BS_F_RT x BJ_FT => 0.638\n",
      "1691/3486 \t BS_F_RT x BJ_LT => 0.638\n",
      "1692/3486 \t BS_F_RT x BJ_RT => 0.638\n",
      "1693/3486 \t BS_F_RT x BSS_F_BK => 0.638\n",
      "1694/3486 \t BS_F_RT x BSS_F_FT => 0.638\n",
      "1695/3486 \t BS_F_RT x BSS_S_BK => 0.638\n",
      "1696/3486 \t BS_F_RT x BSS_S_FT => 0.638\n",
      "1697/3486 \t BS_F_RT x BS_F_BK => 0.638\n",
      "1698/3486 \t BS_F_RT x BS_F_FT => 0.638\n",
      "1699/3486 \t BS_F_RT x BS_F_LT => 0.638\n",
      "1700/3486 \t BS_F_RT x BS_F_RT => 1\n",
      "1701/3486 \t BS_F_RT x BS_S_BK => 0.859\n",
      "1702/3486 \t BS_F_RT x BS_S_FT => 0.877\n",
      "1703/3486 \t BS_F_RT x BS_S_LT => 0.973\n",
      "1704/3486 \t BS_F_RT x BS_S_RT => 0.986\n",
      "1705/3486 \t BS_F_RT x CH => 0.862\n",
      "1706/3486 \t BS_F_RT x CU_R_NA => 0.877\n",
      "1707/3486 \t BS_F_RT x CU_R_WA => 0.879\n",
      "1708/3486 \t BS_F_RT x EF => 0.88\n",
      "1709/3486 \t BS_F_RT x FR_R_NA => 0.805\n",
      "1710/3486 \t BS_F_RT x FR_R_WA => 0.869\n",
      "1711/3486 \t BS_F_RT x LD_F_dis => 0.883\n",
      "1712/3486 \t BS_F_RT x LD_F_small => 0.819\n",
      "1713/3486 \t BS_F_RT x LD_S_dis => 0.904\n",
      "1714/3486 \t BS_F_RT x LD_S_small => 0.841\n",
      "1715/3486 \t BS_F_RT x LU_F_big => 0.784\n",
      "1716/3486 \t BS_F_RT x LU_F_dis => 0.822\n",
      "1717/3486 \t BS_F_RT x LU_S_big => 0.824\n",
      "1718/3486 \t BS_F_RT x LU_S_dis => 0.842\n",
      "1719/3486 \t BS_F_RT x P1 => 0.734\n",
      "1720/3486 \t BS_F_RT x P3 => 0.578\n",
      "1721/3486 \t BS_F_RT x PB_F => 0.849\n",
      "1722/3486 \t BS_F_RT x PB_S => 0.873\n",
      "1723/3486 \t BS_F_RT x PC_F => 0.768\n",
      "1724/3486 \t BS_F_RT x PC_S => 0.774\n",
      "1725/3486 \t BS_F_RT x PE => 0.648\n",
      "1726/3486 \t BS_F_RT x PV_R_F => 0.79\n",
      "1727/3486 \t BS_F_RT x PV_R_S => 0.834\n",
      "1728/3486 \t BS_F_RT x RV_R_F => 0.829\n",
      "1729/3486 \t BS_F_RT x RV_R_S => 0.835\n",
      "1730/3486 \t BS_F_RT x SB_R_NA => 0.824\n",
      "1731/3486 \t BS_F_RT x SB_R_WA => 0.818\n",
      "1732/3486 \t BS_F_RT x SJ_BK => 0.909\n",
      "1733/3486 \t BS_F_RT x SJ_FT => 0.866\n",
      "1734/3486 \t BS_F_RT x SJ_LT => 0.863\n",
      "1735/3486 \t BS_F_RT x SJ_RT => 0.882\n",
      "1736/3486 \t BS_F_RT x SS_F_BK => 0.895\n",
      "1737/3486 \t BS_F_RT x SS_F_FT => 0.867\n",
      "1738/3486 \t BS_F_RT x SS_F_LT => 0.978\n",
      "1739/3486 \t BS_F_RT x SS_F_RT => 0.982\n",
      "1740/3486 \t BS_F_RT x SS_S_BK => 0.892\n",
      "1741/3486 \t BS_F_RT x SS_S_FT => 0.915\n",
      "1742/3486 \t BS_F_RT x SS_S_LT => 0.979\n",
      "1743/3486 \t BS_F_RT x SS_S_RT => 0.984\n",
      "1744/3486 \t BS_F_RT x SYN_B => 0.501\n",
      "1745/3486 \t BS_F_RT x SYN_K => 0.748\n",
      "1746/3486 \t BS_F_RT x SYN_R => 0.973\n",
      "1747/3486 \t BS_F_RT x SYN_S => 0.92\n",
      "1748/3486 \t BS_F_RT x SYN_U => 0.924\n",
      "1749/3486 \t BS_F_RT x TA => 0.82\n",
      "1750/3486 \t BS_F_RT x TB_F_FB => 0.668\n",
      "1751/3486 \t BS_F_RT x TB_S => 0.733\n",
      "1752/3486 \t BS_F_RT x TB_S_FB => 0.707\n",
      "1753/3486 \t BS_F_RT x TF_F => 0.776\n",
      "1754/3486 \t BS_F_RT x TF_S => 0.835\n",
      "1755/3486 \t BS_F_RT x TL_F => 0.763\n",
      "1756/3486 \t BS_F_RT x TL_S => 0.797\n",
      "1757/3486 \t BS_F_RT x TOS_F => 0.772\n",
      "1758/3486 \t BS_F_RT x TOS_S => 0.803\n",
      "1759/3486 \t BS_F_RT x TR_F => 0.747\n",
      "1760/3486 \t BS_F_RT x TR_S => 0.796\n",
      "1761/3486 \t BS_F_RT x UP1 => 0.718\n",
      "1762/3486 \t BS_F_RT x UP2 => 0.713\n",
      "1763/3486 \t BS_F_RT x UP3 => 0.622\n",
      "1764/3486 \t BS_S_BK x AR => 0.622\n",
      "1765/3486 \t BS_S_BK x AS_L_NA => 0.622\n",
      "1766/3486 \t BS_S_BK x AS_L_WA => 0.622\n",
      "1767/3486 \t BS_S_BK x BA_R_NA => 0.622\n",
      "1768/3486 \t BS_S_BK x BA_R_WA => 0.622\n",
      "1769/3486 \t BS_S_BK x BBS_F_BK => 0.622\n",
      "1770/3486 \t BS_S_BK x BBS_F_FT => 0.622\n",
      "1771/3486 \t BS_S_BK x BBS_S_BK => 0.622\n",
      "1772/3486 \t BS_S_BK x BBS_S_FT => 0.622\n",
      "1773/3486 \t BS_S_BK x BJ_BK => 0.622\n",
      "1774/3486 \t BS_S_BK x BJ_FT => 0.622\n",
      "1775/3486 \t BS_S_BK x BJ_LT => 0.622\n",
      "1776/3486 \t BS_S_BK x BJ_RT => 0.622\n",
      "1777/3486 \t BS_S_BK x BSS_F_BK => 0.622\n",
      "1778/3486 \t BS_S_BK x BSS_F_FT => 0.622\n",
      "1779/3486 \t BS_S_BK x BSS_S_BK => 0.622\n",
      "1780/3486 \t BS_S_BK x BSS_S_FT => 0.622\n",
      "1781/3486 \t BS_S_BK x BS_F_BK => 0.622\n",
      "1782/3486 \t BS_S_BK x BS_F_FT => 0.622\n",
      "1783/3486 \t BS_S_BK x BS_F_LT => 0.622\n",
      "1784/3486 \t BS_S_BK x BS_F_RT => 0.622\n",
      "1785/3486 \t BS_S_BK x BS_S_BK => 1\n",
      "1786/3486 \t BS_S_BK x BS_S_FT => 0.936\n",
      "1787/3486 \t BS_S_BK x BS_S_LT => 0.877\n",
      "1788/3486 \t BS_S_BK x BS_S_RT => 0.859\n",
      "1789/3486 \t BS_S_BK x CH => 0.737\n",
      "1790/3486 \t BS_S_BK x CU_R_NA => 0.789\n",
      "1791/3486 \t BS_S_BK x CU_R_WA => 0.768\n",
      "1792/3486 \t BS_S_BK x EF => 0.792\n",
      "1793/3486 \t BS_S_BK x FR_R_NA => 0.73\n",
      "1794/3486 \t BS_S_BK x FR_R_WA => 0.843\n",
      "1795/3486 \t BS_S_BK x LD_F_dis => 0.787\n",
      "1796/3486 \t BS_S_BK x LD_F_small => 0.777\n",
      "1797/3486 \t BS_S_BK x LD_S_dis => 0.862\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "1798/3486 \t BS_S_BK x LD_S_small => 0.77\n",
      "1799/3486 \t BS_S_BK x LU_F_big => 0.76\n",
      "1800/3486 \t BS_S_BK x LU_F_dis => 0.765\n",
      "1801/3486 \t BS_S_BK x LU_S_big => 0.749\n",
      "1802/3486 \t BS_S_BK x LU_S_dis => 0.799\n",
      "1803/3486 \t BS_S_BK x P1 => 0.664\n",
      "1804/3486 \t BS_S_BK x P3 => 0.514\n",
      "1805/3486 \t BS_S_BK x PB_F => 0.743\n",
      "1806/3486 \t BS_S_BK x PB_S => 0.769\n",
      "1807/3486 \t BS_S_BK x PC_F => 0.655\n",
      "1808/3486 \t BS_S_BK x PC_S => 0.66\n",
      "1809/3486 \t BS_S_BK x PE => 0.632\n",
      "1810/3486 \t BS_S_BK x PV_R_F => 0.739\n",
      "1811/3486 \t BS_S_BK x PV_R_S => 0.809\n",
      "1812/3486 \t BS_S_BK x RV_R_F => 0.758\n",
      "1813/3486 \t BS_S_BK x RV_R_S => 0.78\n",
      "1814/3486 \t BS_S_BK x SB_R_NA => 0.764\n",
      "1815/3486 \t BS_S_BK x SB_R_WA => 0.757\n",
      "1816/3486 \t BS_S_BK x SJ_BK => 0.837\n",
      "1817/3486 \t BS_S_BK x SJ_FT => 0.812\n",
      "1818/3486 \t BS_S_BK x SJ_LT => 0.811\n",
      "1819/3486 \t BS_S_BK x SJ_RT => 0.827\n",
      "1820/3486 \t BS_S_BK x SS_F_BK => 0.964\n",
      "1821/3486 \t BS_S_BK x SS_F_FT => 0.965\n",
      "1822/3486 \t BS_S_BK x SS_F_LT => 0.868\n",
      "1823/3486 \t BS_S_BK x SS_F_RT => 0.867\n",
      "1824/3486 \t BS_S_BK x SS_S_BK => 0.954\n",
      "1825/3486 \t BS_S_BK x SS_S_FT => 0.966\n",
      "1826/3486 \t BS_S_BK x SS_S_LT => 0.892\n",
      "1827/3486 \t BS_S_BK x SS_S_RT => 0.886\n",
      "1828/3486 \t BS_S_BK x SYN_B => 0.627\n",
      "1829/3486 \t BS_S_BK x SYN_K => 0.713\n",
      "1830/3486 \t BS_S_BK x SYN_R => 0.859\n",
      "1831/3486 \t BS_S_BK x SYN_S => 0.834\n",
      "1832/3486 \t BS_S_BK x SYN_U => 0.868\n",
      "1833/3486 \t BS_S_BK x TA => 0.765\n",
      "1834/3486 \t BS_S_BK x TB_F_FB => 0.728\n",
      "1835/3486 \t BS_S_BK x TB_S => 0.703\n",
      "1836/3486 \t BS_S_BK x TB_S_FB => 0.701\n",
      "1837/3486 \t BS_S_BK x TF_F => 0.701\n",
      "1838/3486 \t BS_S_BK x TF_S => 0.749\n",
      "1839/3486 \t BS_S_BK x TL_F => 0.688\n",
      "1840/3486 \t BS_S_BK x TL_S => 0.684\n",
      "1841/3486 \t BS_S_BK x TOS_F => 0.751\n",
      "1842/3486 \t BS_S_BK x TOS_S => 0.729\n",
      "1843/3486 \t BS_S_BK x TR_F => 0.722\n",
      "1844/3486 \t BS_S_BK x TR_S => 0.731\n",
      "1845/3486 \t BS_S_BK x UP1 => 0.608\n",
      "1846/3486 \t BS_S_BK x UP2 => 0.636\n",
      "1847/3486 \t BS_S_BK x UP3 => 0.663\n",
      "1848/3486 \t BS_S_FT x AR => 0.663\n",
      "1849/3486 \t BS_S_FT x AS_L_NA => 0.663\n",
      "1850/3486 \t BS_S_FT x AS_L_WA => 0.663\n",
      "1851/3486 \t BS_S_FT x BA_R_NA => 0.663\n",
      "1852/3486 \t BS_S_FT x BA_R_WA => 0.663\n",
      "1853/3486 \t BS_S_FT x BBS_F_BK => 0.663\n",
      "1854/3486 \t BS_S_FT x BBS_F_FT => 0.663\n",
      "1855/3486 \t BS_S_FT x BBS_S_BK => 0.663\n",
      "1856/3486 \t BS_S_FT x BBS_S_FT => 0.663\n",
      "1857/3486 \t BS_S_FT x BJ_BK => 0.663\n",
      "1858/3486 \t BS_S_FT x BJ_FT => 0.663\n",
      "1859/3486 \t BS_S_FT x BJ_LT => 0.663\n",
      "1860/3486 \t BS_S_FT x BJ_RT => 0.663\n",
      "1861/3486 \t BS_S_FT x BSS_F_BK => 0.663\n",
      "1862/3486 \t BS_S_FT x BSS_F_FT => 0.663\n",
      "1863/3486 \t BS_S_FT x BSS_S_BK => 0.663\n",
      "1864/3486 \t BS_S_FT x BSS_S_FT => 0.663\n",
      "1865/3486 \t BS_S_FT x BS_F_BK => 0.663\n",
      "1866/3486 \t BS_S_FT x BS_F_FT => 0.663\n",
      "1867/3486 \t BS_S_FT x BS_F_LT => 0.663\n",
      "1868/3486 \t BS_S_FT x BS_F_RT => 0.663\n",
      "1869/3486 \t BS_S_FT x BS_S_BK => 0.663\n",
      "1870/3486 \t BS_S_FT x BS_S_FT => 1\n",
      "1871/3486 \t BS_S_FT x BS_S_LT => 0.86\n",
      "1872/3486 \t BS_S_FT x BS_S_RT => 0.864\n",
      "1873/3486 \t BS_S_FT x CH => 0.767\n",
      "1874/3486 \t BS_S_FT x CU_R_NA => 0.762\n",
      "1875/3486 \t BS_S_FT x CU_R_WA => 0.766\n",
      "1876/3486 \t BS_S_FT x EF => 0.778\n",
      "1877/3486 \t BS_S_FT x FR_R_NA => 0.73\n",
      "1878/3486 \t BS_S_FT x FR_R_WA => 0.811\n",
      "1879/3486 \t BS_S_FT x LD_F_dis => 0.78\n",
      "1880/3486 \t BS_S_FT x LD_F_small => 0.782\n",
      "1881/3486 \t BS_S_FT x LD_S_dis => 0.856\n",
      "1882/3486 \t BS_S_FT x LD_S_small => 0.74\n",
      "1883/3486 \t BS_S_FT x LU_F_big => 0.777\n",
      "1884/3486 \t BS_S_FT x LU_F_dis => 0.781\n",
      "1885/3486 \t BS_S_FT x LU_S_big => 0.718\n",
      "1886/3486 \t BS_S_FT x LU_S_dis => 0.729\n",
      "1887/3486 \t BS_S_FT x P1 => 0.672\n",
      "1888/3486 \t BS_S_FT x P3 => 0.571\n",
      "1889/3486 \t BS_S_FT x PB_F => 0.756\n",
      "1890/3486 \t BS_S_FT x PB_S => 0.778\n",
      "1891/3486 \t BS_S_FT x PC_F => 0.699\n",
      "1892/3486 \t BS_S_FT x PC_S => 0.704\n",
      "1893/3486 \t BS_S_FT x PE => 0.656\n",
      "1894/3486 \t BS_S_FT x PV_R_F => 0.793\n",
      "1895/3486 \t BS_S_FT x PV_R_S => 0.815\n",
      "1896/3486 \t BS_S_FT x RV_R_F => 0.777\n",
      "1897/3486 \t BS_S_FT x RV_R_S => 0.755\n",
      "1898/3486 \t BS_S_FT x SB_R_NA => 0.759\n",
      "1899/3486 \t BS_S_FT x SB_R_WA => 0.763\n",
      "1900/3486 \t BS_S_FT x SJ_BK => 0.835\n",
      "1901/3486 \t BS_S_FT x SJ_FT => 0.829\n",
      "1902/3486 \t BS_S_FT x SJ_LT => 0.823\n",
      "1903/3486 \t BS_S_FT x SJ_RT => 0.817\n",
      "1904/3486 \t BS_S_FT x SS_F_BK => 0.955\n",
      "1905/3486 \t BS_S_FT x SS_F_FT => 0.963\n",
      "1906/3486 \t BS_S_FT x SS_F_LT => 0.866\n",
      "1907/3486 \t BS_S_FT x SS_F_RT => 0.867\n",
      "1908/3486 \t BS_S_FT x SS_S_BK => 0.933\n",
      "1909/3486 \t BS_S_FT x SS_S_FT => 0.968\n",
      "1910/3486 \t BS_S_FT x SS_S_LT => 0.868\n",
      "1911/3486 \t BS_S_FT x SS_S_RT => 0.862\n",
      "1912/3486 \t BS_S_FT x SYN_B => 0.688\n",
      "1913/3486 \t BS_S_FT x SYN_K => 0.721\n",
      "1914/3486 \t BS_S_FT x SYN_R => 0.857\n",
      "1915/3486 \t BS_S_FT x SYN_S => 0.845\n",
      "1916/3486 \t BS_S_FT x SYN_U => 0.809\n",
      "1917/3486 \t BS_S_FT x TA => 0.785\n",
      "1918/3486 \t BS_S_FT x TB_F_FB => 0.781\n",
      "1919/3486 \t BS_S_FT x TB_S => 0.72\n",
      "1920/3486 \t BS_S_FT x TB_S_FB => 0.762\n",
      "1921/3486 \t BS_S_FT x TF_F => 0.746\n",
      "1922/3486 \t BS_S_FT x TF_S => 0.752\n",
      "1923/3486 \t BS_S_FT x TL_F => 0.727\n",
      "1924/3486 \t BS_S_FT x TL_S => 0.726\n",
      "1925/3486 \t BS_S_FT x TOS_F => 0.776\n",
      "1926/3486 \t BS_S_FT x TOS_S => 0.745\n",
      "1927/3486 \t BS_S_FT x TR_F => 0.781\n",
      "1928/3486 \t BS_S_FT x TR_S => 0.753\n",
      "1929/3486 \t BS_S_FT x UP1 => 0.674\n",
      "1930/3486 \t BS_S_FT x UP2 => 0.719\n",
      "1931/3486 \t BS_S_FT x UP3 => 0.701\n",
      "1932/3486 \t BS_S_LT x AR => 0.701\n",
      "1933/3486 \t BS_S_LT x AS_L_NA => 0.701\n",
      "1934/3486 \t BS_S_LT x AS_L_WA => 0.701\n",
      "1935/3486 \t BS_S_LT x BA_R_NA => 0.701\n",
      "1936/3486 \t BS_S_LT x BA_R_WA => 0.701\n",
      "1937/3486 \t BS_S_LT x BBS_F_BK => 0.701\n",
      "1938/3486 \t BS_S_LT x BBS_F_FT => 0.701\n",
      "1939/3486 \t BS_S_LT x BBS_S_BK => 0.701\n",
      "1940/3486 \t BS_S_LT x BBS_S_FT => 0.701\n",
      "1941/3486 \t BS_S_LT x BJ_BK => 0.701\n",
      "1942/3486 \t BS_S_LT x BJ_FT => 0.701\n",
      "1943/3486 \t BS_S_LT x BJ_LT => 0.701\n",
      "1944/3486 \t BS_S_LT x BJ_RT => 0.701\n",
      "1945/3486 \t BS_S_LT x BSS_F_BK => 0.701\n",
      "1946/3486 \t BS_S_LT x BSS_F_FT => 0.701\n",
      "1947/3486 \t BS_S_LT x BSS_S_BK => 0.701\n",
      "1948/3486 \t BS_S_LT x BSS_S_FT => 0.701\n",
      "1949/3486 \t BS_S_LT x BS_F_BK => 0.701\n",
      "1950/3486 \t BS_S_LT x BS_F_FT => 0.701\n",
      "1951/3486 \t BS_S_LT x BS_F_LT => 0.701\n",
      "1952/3486 \t BS_S_LT x BS_F_RT => 0.701\n",
      "1953/3486 \t BS_S_LT x BS_S_BK => 0.701\n",
      "1954/3486 \t BS_S_LT x BS_S_FT => 0.701\n",
      "1955/3486 \t BS_S_LT x BS_S_LT => 1\n",
      "1956/3486 \t BS_S_LT x BS_S_RT => 0.97\n",
      "1957/3486 \t BS_S_LT x CH => 0.853\n",
      "1958/3486 \t BS_S_LT x CU_R_NA => 0.875\n",
      "1959/3486 \t BS_S_LT x CU_R_WA => 0.868\n",
      "1960/3486 \t BS_S_LT x EF => 0.877\n",
      "1961/3486 \t BS_S_LT x FR_R_NA => 0.813\n",
      "1962/3486 \t BS_S_LT x FR_R_WA => 0.908\n",
      "1963/3486 \t BS_S_LT x LD_F_dis => 0.913\n",
      "1964/3486 \t BS_S_LT x LD_F_small => 0.835\n",
      "1965/3486 \t BS_S_LT x LD_S_dis => 0.921\n",
      "1966/3486 \t BS_S_LT x LD_S_small => 0.866\n",
      "1967/3486 \t BS_S_LT x LU_F_big => 0.799\n",
      "1968/3486 \t BS_S_LT x LU_F_dis => 0.845\n",
      "1969/3486 \t BS_S_LT x LU_S_big => 0.855\n",
      "1970/3486 \t BS_S_LT x LU_S_dis => 0.87\n",
      "1971/3486 \t BS_S_LT x P1 => 0.725\n",
      "1972/3486 \t BS_S_LT x P3 => 0.596\n",
      "1973/3486 \t BS_S_LT x PB_F => 0.837\n",
      "1974/3486 \t BS_S_LT x PB_S => 0.867\n",
      "1975/3486 \t BS_S_LT x PC_F => 0.762\n",
      "1976/3486 \t BS_S_LT x PC_S => 0.77\n",
      "1977/3486 \t BS_S_LT x PE => 0.659\n",
      "1978/3486 \t BS_S_LT x PV_R_F => 0.791\n",
      "1979/3486 \t BS_S_LT x PV_R_S => 0.843\n",
      "1980/3486 \t BS_S_LT x RV_R_F => 0.83\n",
      "1981/3486 \t BS_S_LT x RV_R_S => 0.838\n",
      "1982/3486 \t BS_S_LT x SB_R_NA => 0.828\n",
      "1983/3486 \t BS_S_LT x SB_R_WA => 0.836\n",
      "1984/3486 \t BS_S_LT x SJ_BK => 0.918\n",
      "1985/3486 \t BS_S_LT x SJ_FT => 0.911\n",
      "1986/3486 \t BS_S_LT x SJ_LT => 0.9\n",
      "1987/3486 \t BS_S_LT x SJ_RT => 0.863\n",
      "1988/3486 \t BS_S_LT x SS_F_BK => 0.908\n",
      "1989/3486 \t BS_S_LT x SS_F_FT => 0.861\n",
      "1990/3486 \t BS_S_LT x SS_F_LT => 0.982\n",
      "1991/3486 \t BS_S_LT x SS_F_RT => 0.982\n",
      "1992/3486 \t BS_S_LT x SS_S_BK => 0.894\n",
      "1993/3486 \t BS_S_LT x SS_S_FT => 0.91\n",
      "1994/3486 \t BS_S_LT x SS_S_LT => 0.984\n",
      "1995/3486 \t BS_S_LT x SS_S_RT => 0.987\n",
      "1996/3486 \t BS_S_LT x SYN_B => 0.547\n",
      "1997/3486 \t BS_S_LT x SYN_K => 0.746\n",
      "1998/3486 \t BS_S_LT x SYN_R => 0.956\n",
      "1999/3486 \t BS_S_LT x SYN_S => 0.924\n",
      "2000/3486 \t BS_S_LT x SYN_U => 0.923\n",
      "2001/3486 \t BS_S_LT x TA => 0.841\n",
      "2002/3486 \t BS_S_LT x TB_F_FB => 0.645\n",
      "2003/3486 \t BS_S_LT x TB_S => 0.719\n",
      "2004/3486 \t BS_S_LT x TB_S_FB => 0.684\n",
      "2005/3486 \t BS_S_LT x TF_F => 0.774\n",
      "2006/3486 \t BS_S_LT x TF_S => 0.841\n",
      "2007/3486 \t BS_S_LT x TL_F => 0.784\n",
      "2008/3486 \t BS_S_LT x TL_S => 0.81\n",
      "2009/3486 \t BS_S_LT x TOS_F => 0.774\n",
      "2010/3486 \t BS_S_LT x TOS_S => 0.807\n",
      "2011/3486 \t BS_S_LT x TR_F => 0.751\n",
      "2012/3486 \t BS_S_LT x TR_S => 0.804\n",
      "2013/3486 \t BS_S_LT x UP1 => 0.708\n",
      "2014/3486 \t BS_S_LT x UP2 => 0.788\n",
      "2015/3486 \t BS_S_LT x UP3 => 0.621\n",
      "2016/3486 \t BS_S_RT x AR => 0.621\n",
      "2017/3486 \t BS_S_RT x AS_L_NA => 0.621\n",
      "2018/3486 \t BS_S_RT x AS_L_WA => 0.621\n",
      "2019/3486 \t BS_S_RT x BA_R_NA => 0.621\n",
      "2020/3486 \t BS_S_RT x BA_R_WA => 0.621\n",
      "2021/3486 \t BS_S_RT x BBS_F_BK => 0.621\n",
      "2022/3486 \t BS_S_RT x BBS_F_FT => 0.621\n",
      "2023/3486 \t BS_S_RT x BBS_S_BK => 0.621\n",
      "2024/3486 \t BS_S_RT x BBS_S_FT => 0.621\n",
      "2025/3486 \t BS_S_RT x BJ_BK => 0.621\n",
      "2026/3486 \t BS_S_RT x BJ_FT => 0.621\n",
      "2027/3486 \t BS_S_RT x BJ_LT => 0.621\n",
      "2028/3486 \t BS_S_RT x BJ_RT => 0.621\n",
      "2029/3486 \t BS_S_RT x BSS_F_BK => 0.621\n",
      "2030/3486 \t BS_S_RT x BSS_F_FT => 0.621\n",
      "2031/3486 \t BS_S_RT x BSS_S_BK => 0.621\n",
      "2032/3486 \t BS_S_RT x BSS_S_FT => 0.621\n",
      "2033/3486 \t BS_S_RT x BS_F_BK => 0.621\n",
      "2034/3486 \t BS_S_RT x BS_F_FT => 0.621\n",
      "2035/3486 \t BS_S_RT x BS_F_LT => 0.621\n",
      "2036/3486 \t BS_S_RT x BS_F_RT => 0.621\n",
      "2037/3486 \t BS_S_RT x BS_S_BK => 0.621\n",
      "2038/3486 \t BS_S_RT x BS_S_FT => 0.621\n",
      "2039/3486 \t BS_S_RT x BS_S_LT => 0.621\n",
      "2040/3486 \t BS_S_RT x BS_S_RT => 1\n",
      "2041/3486 \t BS_S_RT x CH => 0.863\n",
      "2042/3486 \t BS_S_RT x CU_R_NA => 0.872\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "2043/3486 \t BS_S_RT x CU_R_WA => 0.87\n",
      "2044/3486 \t BS_S_RT x EF => 0.874\n",
      "2045/3486 \t BS_S_RT x FR_R_NA => 0.796\n",
      "2046/3486 \t BS_S_RT x FR_R_WA => 0.859\n",
      "2047/3486 \t BS_S_RT x LD_F_dis => 0.862\n",
      "2048/3486 \t BS_S_RT x LD_F_small => 0.822\n",
      "2049/3486 \t BS_S_RT x LD_S_dis => 0.889\n",
      "2050/3486 \t BS_S_RT x LD_S_small => 0.813\n",
      "2051/3486 \t BS_S_RT x LU_F_big => 0.803\n",
      "2052/3486 \t BS_S_RT x LU_F_dis => 0.826\n",
      "2053/3486 \t BS_S_RT x LU_S_big => 0.803\n",
      "2054/3486 \t BS_S_RT x LU_S_dis => 0.826\n",
      "2055/3486 \t BS_S_RT x P1 => 0.752\n",
      "2056/3486 \t BS_S_RT x P3 => 0.566\n",
      "2057/3486 \t BS_S_RT x PB_F => 0.829\n",
      "2058/3486 \t BS_S_RT x PB_S => 0.866\n",
      "2059/3486 \t BS_S_RT x PC_F => 0.759\n",
      "2060/3486 \t BS_S_RT x PC_S => 0.76\n",
      "2061/3486 \t BS_S_RT x PE => 0.68\n",
      "2062/3486 \t BS_S_RT x PV_R_F => 0.776\n",
      "2063/3486 \t BS_S_RT x PV_R_S => 0.827\n",
      "2064/3486 \t BS_S_RT x RV_R_F => 0.812\n",
      "2065/3486 \t BS_S_RT x RV_R_S => 0.832\n",
      "2066/3486 \t BS_S_RT x SB_R_NA => 0.804\n",
      "2067/3486 \t BS_S_RT x SB_R_WA => 0.806\n",
      "2068/3486 \t BS_S_RT x SJ_BK => 0.919\n",
      "2069/3486 \t BS_S_RT x SJ_FT => 0.897\n",
      "2070/3486 \t BS_S_RT x SJ_LT => 0.897\n",
      "2071/3486 \t BS_S_RT x SJ_RT => 0.895\n",
      "2072/3486 \t BS_S_RT x SS_F_BK => 0.921\n",
      "2073/3486 \t BS_S_RT x SS_F_FT => 0.9\n",
      "2074/3486 \t BS_S_RT x SS_F_LT => 0.98\n",
      "2075/3486 \t BS_S_RT x SS_F_RT => 0.984\n",
      "2076/3486 \t BS_S_RT x SS_S_BK => 0.892\n",
      "2077/3486 \t BS_S_RT x SS_S_FT => 0.919\n",
      "2078/3486 \t BS_S_RT x SS_S_LT => 0.971\n",
      "2079/3486 \t BS_S_RT x SS_S_RT => 0.983\n",
      "2080/3486 \t BS_S_RT x SYN_B => 0.648\n",
      "2081/3486 \t BS_S_RT x SYN_K => 0.775\n",
      "2082/3486 \t BS_S_RT x SYN_R => 0.98\n",
      "2083/3486 \t BS_S_RT x SYN_S => 0.917\n",
      "2084/3486 \t BS_S_RT x SYN_U => 0.933\n",
      "2085/3486 \t BS_S_RT x TA => 0.811\n",
      "2086/3486 \t BS_S_RT x TB_F_FB => 0.679\n",
      "2087/3486 \t BS_S_RT x TB_S => 0.722\n",
      "2088/3486 \t BS_S_RT x TB_S_FB => 0.692\n",
      "2089/3486 \t BS_S_RT x TF_F => 0.763\n",
      "2090/3486 \t BS_S_RT x TF_S => 0.827\n",
      "2091/3486 \t BS_S_RT x TL_F => 0.76\n",
      "2092/3486 \t BS_S_RT x TL_S => 0.78\n",
      "2093/3486 \t BS_S_RT x TOS_F => 0.799\n",
      "2094/3486 \t BS_S_RT x TOS_S => 0.795\n",
      "2095/3486 \t BS_S_RT x TR_F => 0.732\n",
      "2096/3486 \t BS_S_RT x TR_S => 0.78\n",
      "2097/3486 \t BS_S_RT x UP1 => 0.701\n",
      "2098/3486 \t BS_S_RT x UP2 => 0.753\n",
      "2099/3486 \t BS_S_RT x UP3 => 0.612\n",
      "2100/3486 \t CH x AR => 0.612\n",
      "2101/3486 \t CH x AS_L_NA => 0.612\n",
      "2102/3486 \t CH x AS_L_WA => 0.612\n",
      "2103/3486 \t CH x BA_R_NA => 0.612\n",
      "2104/3486 \t CH x BA_R_WA => 0.612\n",
      "2105/3486 \t CH x BBS_F_BK => 0.612\n",
      "2106/3486 \t CH x BBS_F_FT => 0.612\n",
      "2107/3486 \t CH x BBS_S_BK => 0.612\n",
      "2108/3486 \t CH x BBS_S_FT => 0.612\n",
      "2109/3486 \t CH x BJ_BK => 0.612\n",
      "2110/3486 \t CH x BJ_FT => 0.612\n",
      "2111/3486 \t CH x BJ_LT => 0.612\n",
      "2112/3486 \t CH x BJ_RT => 0.612\n",
      "2113/3486 \t CH x BSS_F_BK => 0.612\n",
      "2114/3486 \t CH x BSS_F_FT => 0.612\n",
      "2115/3486 \t CH x BSS_S_BK => 0.612\n",
      "2116/3486 \t CH x BSS_S_FT => 0.612\n",
      "2117/3486 \t CH x BS_F_BK => 0.612\n",
      "2118/3486 \t CH x BS_F_FT => 0.612\n",
      "2119/3486 \t CH x BS_F_LT => 0.612\n",
      "2120/3486 \t CH x BS_F_RT => 0.612\n",
      "2121/3486 \t CH x BS_S_BK => 0.612\n",
      "2122/3486 \t CH x BS_S_FT => 0.612\n",
      "2123/3486 \t CH x BS_S_LT => 0.612\n",
      "2124/3486 \t CH x BS_S_RT => 0.612\n",
      "2125/3486 \t CH x CH => 1\n",
      "2126/3486 \t CH x CU_R_NA => 0.917\n",
      "2127/3486 \t CH x CU_R_WA => 0.897\n",
      "2128/3486 \t CH x EF => 0.91\n",
      "2129/3486 \t CH x FR_R_NA => 0.854\n",
      "2130/3486 \t CH x FR_R_WA => 0.814\n",
      "2131/3486 \t CH x LD_F_dis => 0.802\n",
      "2132/3486 \t CH x LD_F_small => 0.783\n",
      "2133/3486 \t CH x LD_S_dis => 0.814\n",
      "2134/3486 \t CH x LD_S_small => 0.779\n",
      "2135/3486 \t CH x LU_F_big => 0.774\n",
      "2136/3486 \t CH x LU_F_dis => 0.787\n",
      "2137/3486 \t CH x LU_S_big => 0.777\n",
      "2138/3486 \t CH x LU_S_dis => 0.777\n",
      "2139/3486 \t CH x P1 => 0.686\n",
      "2140/3486 \t CH x P3 => 0.583\n",
      "2141/3486 \t CH x PB_F => 0.824\n",
      "2142/3486 \t CH x PB_S => 0.853\n",
      "2143/3486 \t CH x PC_F => 0.849\n",
      "2144/3486 \t CH x PC_S => 0.856\n",
      "2145/3486 \t CH x PE => 0.689\n",
      "2146/3486 \t CH x PV_R_F => 0.789\n",
      "2147/3486 \t CH x PV_R_S => 0.823\n",
      "2148/3486 \t CH x RV_R_F => 0.77\n",
      "2149/3486 \t CH x RV_R_S => 0.8\n",
      "2150/3486 \t CH x SB_R_NA => 0.863\n",
      "2151/3486 \t CH x SB_R_WA => 0.839\n",
      "2152/3486 \t CH x SJ_BK => 0.836\n",
      "2153/3486 \t CH x SJ_FT => 0.851\n",
      "2154/3486 \t CH x SJ_LT => 0.868\n",
      "2155/3486 \t CH x SJ_RT => 0.886\n",
      "2156/3486 \t CH x SS_F_BK => 0.812\n",
      "2157/3486 \t CH x SS_F_FT => 0.792\n",
      "2158/3486 \t CH x SS_F_LT => 0.859\n",
      "2159/3486 \t CH x SS_F_RT => 0.866\n",
      "2160/3486 \t CH x SS_S_BK => 0.783\n",
      "2161/3486 \t CH x SS_S_FT => 0.798\n",
      "2162/3486 \t CH x SS_S_LT => 0.853\n",
      "2163/3486 \t CH x SS_S_RT => 0.859\n",
      "2164/3486 \t CH x SYN_B => 0.567\n",
      "2165/3486 \t CH x SYN_K => 0.715\n",
      "2166/3486 \t CH x SYN_R => 0.868\n",
      "2167/3486 \t CH x SYN_S => 0.811\n",
      "2168/3486 \t CH x SYN_U => 0.871\n",
      "2169/3486 \t CH x TA => 0.761\n",
      "2170/3486 \t CH x TB_F_FB => 0.748\n",
      "2171/3486 \t CH x TB_S => 0.757\n",
      "2172/3486 \t CH x TB_S_FB => 0.729\n",
      "2173/3486 \t CH x TF_F => 0.829\n",
      "2174/3486 \t CH x TF_S => 0.835\n",
      "2175/3486 \t CH x TL_F => 0.787\n",
      "2176/3486 \t CH x TL_S => 0.779\n",
      "2177/3486 \t CH x TOS_F => 0.808\n",
      "2178/3486 \t CH x TOS_S => 0.805\n",
      "2179/3486 \t CH x TR_F => 0.822\n",
      "2180/3486 \t CH x TR_S => 0.839\n",
      "2181/3486 \t CH x UP1 => 0.703\n",
      "2182/3486 \t CH x UP2 => 0.671\n",
      "2183/3486 \t CH x UP3 => 0.67\n",
      "2184/3486 \t CU_R_NA x AR => 0.67\n",
      "2185/3486 \t CU_R_NA x AS_L_NA => 0.67\n",
      "2186/3486 \t CU_R_NA x AS_L_WA => 0.67\n",
      "2187/3486 \t CU_R_NA x BA_R_NA => 0.67\n",
      "2188/3486 \t CU_R_NA x BA_R_WA => 0.67\n",
      "2189/3486 \t CU_R_NA x BBS_F_BK => 0.67\n",
      "2190/3486 \t CU_R_NA x BBS_F_FT => 0.67\n",
      "2191/3486 \t CU_R_NA x BBS_S_BK => 0.67\n",
      "2192/3486 \t CU_R_NA x BBS_S_FT => 0.67\n",
      "2193/3486 \t CU_R_NA x BJ_BK => 0.67\n",
      "2194/3486 \t CU_R_NA x BJ_FT => 0.67\n",
      "2195/3486 \t CU_R_NA x BJ_LT => 0.67\n",
      "2196/3486 \t CU_R_NA x BJ_RT => 0.67\n",
      "2197/3486 \t CU_R_NA x BSS_F_BK => 0.67\n",
      "2198/3486 \t CU_R_NA x BSS_F_FT => 0.67\n",
      "2199/3486 \t CU_R_NA x BSS_S_BK => 0.67\n",
      "2200/3486 \t CU_R_NA x BSS_S_FT => 0.67\n",
      "2201/3486 \t CU_R_NA x BS_F_BK => 0.67\n",
      "2202/3486 \t CU_R_NA x BS_F_FT => 0.67\n",
      "2203/3486 \t CU_R_NA x BS_F_LT => 0.67\n",
      "2204/3486 \t CU_R_NA x BS_F_RT => 0.67\n",
      "2205/3486 \t CU_R_NA x BS_S_BK => 0.67\n",
      "2206/3486 \t CU_R_NA x BS_S_FT => 0.67\n",
      "2207/3486 \t CU_R_NA x BS_S_LT => 0.67\n",
      "2208/3486 \t CU_R_NA x BS_S_RT => 0.67\n",
      "2209/3486 \t CU_R_NA x CH => 0.67\n",
      "2210/3486 \t CU_R_NA x CU_R_NA => 1\n",
      "2211/3486 \t CU_R_NA x CU_R_WA => 0.852\n",
      "2212/3486 \t CU_R_NA x EF => 0.942\n",
      "2213/3486 \t CU_R_NA x FR_R_NA => 0.924\n",
      "2214/3486 \t CU_R_NA x FR_R_WA => 0.868\n",
      "2215/3486 \t CU_R_NA x LD_F_dis => 0.845\n",
      "2216/3486 \t CU_R_NA x LD_F_small => 0.822\n",
      "2217/3486 \t CU_R_NA x LD_S_dis => 0.82\n",
      "2218/3486 \t CU_R_NA x LD_S_small => 0.774\n",
      "2219/3486 \t CU_R_NA x LU_F_big => 0.815\n",
      "2220/3486 \t CU_R_NA x LU_F_dis => 0.841\n",
      "2221/3486 \t CU_R_NA x LU_S_big => 0.764\n",
      "2222/3486 \t CU_R_NA x LU_S_dis => 0.779\n",
      "2223/3486 \t CU_R_NA x P1 => 0.672\n",
      "2224/3486 \t CU_R_NA x P3 => 0.611\n",
      "2225/3486 \t CU_R_NA x PB_F => 0.88\n",
      "2226/3486 \t CU_R_NA x PB_S => 0.879\n",
      "2227/3486 \t CU_R_NA x PC_F => 0.918\n",
      "2228/3486 \t CU_R_NA x PC_S => 0.918\n",
      "2229/3486 \t CU_R_NA x PE => 0.686\n",
      "2230/3486 \t CU_R_NA x PV_R_F => 0.787\n",
      "2231/3486 \t CU_R_NA x PV_R_S => 0.801\n",
      "2232/3486 \t CU_R_NA x RV_R_F => 0.805\n",
      "2233/3486 \t CU_R_NA x RV_R_S => 0.798\n",
      "2234/3486 \t CU_R_NA x SB_R_NA => 0.865\n",
      "2235/3486 \t CU_R_NA x SB_R_WA => 0.851\n",
      "2236/3486 \t CU_R_NA x SJ_BK => 0.88\n",
      "2237/3486 \t CU_R_NA x SJ_FT => 0.871\n",
      "2238/3486 \t CU_R_NA x SJ_LT => 0.867\n",
      "2239/3486 \t CU_R_NA x SJ_RT => 0.881\n",
      "2240/3486 \t CU_R_NA x SS_F_BK => 0.849\n",
      "2241/3486 \t CU_R_NA x SS_F_FT => 0.833\n",
      "2242/3486 \t CU_R_NA x SS_F_LT => 0.878\n",
      "2243/3486 \t CU_R_NA x SS_F_RT => 0.884\n",
      "2244/3486 \t CU_R_NA x SS_S_BK => 0.792\n",
      "2245/3486 \t CU_R_NA x SS_S_FT => 0.799\n",
      "2246/3486 \t CU_R_NA x SS_S_LT => 0.871\n",
      "2247/3486 \t CU_R_NA x SS_S_RT => 0.882\n",
      "2248/3486 \t CU_R_NA x SYN_B => 0.649\n",
      "2249/3486 \t CU_R_NA x SYN_K => 0.729\n",
      "2250/3486 \t CU_R_NA x SYN_R => 0.876\n",
      "2251/3486 \t CU_R_NA x SYN_S => 0.853\n",
      "2252/3486 \t CU_R_NA x SYN_U => 0.92\n",
      "2253/3486 \t CU_R_NA x TA => 0.793\n",
      "2254/3486 \t CU_R_NA x TB_F_FB => 0.783\n",
      "2255/3486 \t CU_R_NA x TB_S => 0.746\n",
      "2256/3486 \t CU_R_NA x TB_S_FB => 0.807\n",
      "2257/3486 \t CU_R_NA x TF_F => 0.856\n",
      "2258/3486 \t CU_R_NA x TF_S => 0.858\n",
      "2259/3486 \t CU_R_NA x TL_F => 0.846\n",
      "2260/3486 \t CU_R_NA x TL_S => 0.816\n",
      "2261/3486 \t CU_R_NA x TOS_F => 0.835\n",
      "2262/3486 \t CU_R_NA x TOS_S => 0.843\n",
      "2263/3486 \t CU_R_NA x TR_F => 0.84\n",
      "2264/3486 \t CU_R_NA x TR_S => 0.835\n",
      "2265/3486 \t CU_R_NA x UP1 => 0.747\n",
      "2266/3486 \t CU_R_NA x UP2 => 0.728\n",
      "2267/3486 \t CU_R_NA x UP3 => 0.711\n",
      "2268/3486 \t CU_R_WA x AR => 0.711\n",
      "2269/3486 \t CU_R_WA x AS_L_NA => 0.711\n",
      "2270/3486 \t CU_R_WA x AS_L_WA => 0.711\n",
      "2271/3486 \t CU_R_WA x BA_R_NA => 0.711\n",
      "2272/3486 \t CU_R_WA x BA_R_WA => 0.711\n",
      "2273/3486 \t CU_R_WA x BBS_F_BK => 0.711\n",
      "2274/3486 \t CU_R_WA x BBS_F_FT => 0.711\n",
      "2275/3486 \t CU_R_WA x BBS_S_BK => 0.711\n",
      "2276/3486 \t CU_R_WA x BBS_S_FT => 0.711\n",
      "2277/3486 \t CU_R_WA x BJ_BK => 0.711\n",
      "2278/3486 \t CU_R_WA x BJ_FT => 0.711\n",
      "2279/3486 \t CU_R_WA x BJ_LT => 0.711\n",
      "2280/3486 \t CU_R_WA x BJ_RT => 0.711\n",
      "2281/3486 \t CU_R_WA x BSS_F_BK => 0.711\n",
      "2282/3486 \t CU_R_WA x BSS_F_FT => 0.711\n",
      "2283/3486 \t CU_R_WA x BSS_S_BK => 0.711\n",
      "2284/3486 \t CU_R_WA x BSS_S_FT => 0.711\n",
      "2285/3486 \t CU_R_WA x BS_F_BK => 0.711\n",
      "2286/3486 \t CU_R_WA x BS_F_FT => 0.711\n",
      "2287/3486 \t CU_R_WA x BS_F_LT => 0.711\n",
      "2288/3486 \t CU_R_WA x BS_F_RT => 0.711\n",
      "2289/3486 \t CU_R_WA x BS_S_BK => 0.711\n",
      "2290/3486 \t CU_R_WA x BS_S_FT => 0.711\n",
      "2291/3486 \t CU_R_WA x BS_S_LT => 0.711\n",
      "2292/3486 \t CU_R_WA x BS_S_RT => 0.711\n",
      "2293/3486 \t CU_R_WA x CH => 0.711\n",
      "2294/3486 \t CU_R_WA x CU_R_NA => 0.711\n",
      "2295/3486 \t CU_R_WA x CU_R_WA => 1\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "2296/3486 \t CU_R_WA x EF => 0.87\n",
      "2297/3486 \t CU_R_WA x FR_R_NA => 0.823\n",
      "2298/3486 \t CU_R_WA x FR_R_WA => 0.853\n",
      "2299/3486 \t CU_R_WA x LD_F_dis => 0.83\n",
      "2300/3486 \t CU_R_WA x LD_F_small => 0.846\n",
      "2301/3486 \t CU_R_WA x LD_S_dis => 0.832\n",
      "2302/3486 \t CU_R_WA x LD_S_small => 0.815\n",
      "2303/3486 \t CU_R_WA x LU_F_big => 0.835\n",
      "2304/3486 \t CU_R_WA x LU_F_dis => 0.827\n",
      "2305/3486 \t CU_R_WA x LU_S_big => 0.809\n",
      "2306/3486 \t CU_R_WA x LU_S_dis => 0.787\n",
      "2307/3486 \t CU_R_WA x P1 => 0.731\n",
      "2308/3486 \t CU_R_WA x P3 => 0.719\n",
      "2309/3486 \t CU_R_WA x PB_F => 0.85\n",
      "2310/3486 \t CU_R_WA x PB_S => 0.876\n",
      "2311/3486 \t CU_R_WA x PC_F => 0.789\n",
      "2312/3486 \t CU_R_WA x PC_S => 0.792\n",
      "2313/3486 \t CU_R_WA x PE => 0.77\n",
      "2314/3486 \t CU_R_WA x PV_R_F => 0.797\n",
      "2315/3486 \t CU_R_WA x PV_R_S => 0.811\n",
      "2316/3486 \t CU_R_WA x RV_R_F => 0.802\n",
      "2317/3486 \t CU_R_WA x RV_R_S => 0.811\n",
      "2318/3486 \t CU_R_WA x SB_R_NA => 0.846\n",
      "2319/3486 \t CU_R_WA x SB_R_WA => 0.861\n",
      "2320/3486 \t CU_R_WA x SJ_BK => 0.883\n",
      "2321/3486 \t CU_R_WA x SJ_FT => 0.881\n",
      "2322/3486 \t CU_R_WA x SJ_LT => 0.91\n",
      "2323/3486 \t CU_R_WA x SJ_RT => 0.911\n",
      "2324/3486 \t CU_R_WA x SS_F_BK => 0.839\n",
      "2325/3486 \t CU_R_WA x SS_F_FT => 0.819\n",
      "2326/3486 \t CU_R_WA x SS_F_LT => 0.867\n",
      "2327/3486 \t CU_R_WA x SS_F_RT => 0.873\n",
      "2328/3486 \t CU_R_WA x SS_S_BK => 0.781\n",
      "2329/3486 \t CU_R_WA x SS_S_FT => 0.787\n",
      "2330/3486 \t CU_R_WA x SS_S_LT => 0.866\n",
      "2331/3486 \t CU_R_WA x SS_S_RT => 0.868\n",
      "2332/3486 \t CU_R_WA x SYN_B => 0.679\n",
      "2333/3486 \t CU_R_WA x SYN_K => 0.771\n",
      "2334/3486 \t CU_R_WA x SYN_R => 0.882\n",
      "2335/3486 \t CU_R_WA x SYN_S => 0.849\n",
      "2336/3486 \t CU_R_WA x SYN_U => 0.873\n",
      "2337/3486 \t CU_R_WA x TA => 0.837\n",
      "2338/3486 \t CU_R_WA x TB_F_FB => 0.761\n",
      "2339/3486 \t CU_R_WA x TB_S => 0.755\n",
      "2340/3486 \t CU_R_WA x TB_S_FB => 0.744\n",
      "2341/3486 \t CU_R_WA x TF_F => 0.832\n",
      "2342/3486 \t CU_R_WA x TF_S => 0.828\n",
      "2343/3486 \t CU_R_WA x TL_F => 0.816\n",
      "2344/3486 \t CU_R_WA x TL_S => 0.797\n",
      "2345/3486 \t CU_R_WA x TOS_F => 0.826\n",
      "2346/3486 \t CU_R_WA x TOS_S => 0.801\n",
      "2347/3486 \t CU_R_WA x TR_F => 0.835\n",
      "2348/3486 \t CU_R_WA x TR_S => 0.819\n",
      "2349/3486 \t CU_R_WA x UP1 => 0.779\n",
      "2350/3486 \t CU_R_WA x UP2 => 0.739\n",
      "2351/3486 \t CU_R_WA x UP3 => 0.769\n",
      "2352/3486 \t EF x AR => 0.769\n",
      "2353/3486 \t EF x AS_L_NA => 0.769\n",
      "2354/3486 \t EF x AS_L_WA => 0.769\n",
      "2355/3486 \t EF x BA_R_NA => 0.769\n",
      "2356/3486 \t EF x BA_R_WA => 0.769\n",
      "2357/3486 \t EF x BBS_F_BK => 0.769\n",
      "2358/3486 \t EF x BBS_F_FT => 0.769\n",
      "2359/3486 \t EF x BBS_S_BK => 0.769\n",
      "2360/3486 \t EF x BBS_S_FT => 0.769\n",
      "2361/3486 \t EF x BJ_BK => 0.769\n",
      "2362/3486 \t EF x BJ_FT => 0.769\n",
      "2363/3486 \t EF x BJ_LT => 0.769\n",
      "2364/3486 \t EF x BJ_RT => 0.769\n",
      "2365/3486 \t EF x BSS_F_BK => 0.769\n",
      "2366/3486 \t EF x BSS_F_FT => 0.769\n",
      "2367/3486 \t EF x BSS_S_BK => 0.769\n",
      "2368/3486 \t EF x BSS_S_FT => 0.769\n",
      "2369/3486 \t EF x BS_F_BK => 0.769\n",
      "2370/3486 \t EF x BS_F_FT => 0.769\n",
      "2371/3486 \t EF x BS_F_LT => 0.769\n",
      "2372/3486 \t EF x BS_F_RT => 0.769\n",
      "2373/3486 \t EF x BS_S_BK => 0.769\n",
      "2374/3486 \t EF x BS_S_FT => 0.769\n",
      "2375/3486 \t EF x BS_S_LT => 0.769\n",
      "2376/3486 \t EF x BS_S_RT => 0.769\n",
      "2377/3486 \t EF x CH => 0.769\n",
      "2378/3486 \t EF x CU_R_NA => 0.769\n",
      "2379/3486 \t EF x CU_R_WA => 0.769\n",
      "2380/3486 \t EF x EF => 1\n",
      "2381/3486 \t EF x FR_R_NA => 0.92\n",
      "2382/3486 \t EF x FR_R_WA => 0.846\n",
      "2383/3486 \t EF x LD_F_dis => 0.851\n",
      "2384/3486 \t EF x LD_F_small => 0.817\n",
      "2385/3486 \t EF x LD_S_dis => 0.863\n",
      "2386/3486 \t EF x LD_S_small => 0.823\n",
      "2387/3486 \t EF x LU_F_big => 0.807\n",
      "2388/3486 \t EF x LU_F_dis => 0.818\n",
      "2389/3486 \t EF x LU_S_big => 0.81\n",
      "2390/3486 \t EF x LU_S_dis => 0.822\n",
      "2391/3486 \t EF x P1 => 0.703\n",
      "2392/3486 \t EF x P3 => 0.615\n",
      "2393/3486 \t EF x PB_F => 0.865\n",
      "2394/3486 \t EF x PB_S => 0.856\n",
      "2395/3486 \t EF x PC_F => 0.92\n",
      "2396/3486 \t EF x PC_S => 0.925\n",
      "2397/3486 \t EF x PE => 0.679\n",
      "2398/3486 \t EF x PV_R_F => 0.766\n",
      "2399/3486 \t EF x PV_R_S => 0.832\n",
      "2400/3486 \t EF x RV_R_F => 0.803\n",
      "2401/3486 \t EF x RV_R_S => 0.834\n",
      "2402/3486 \t EF x SB_R_NA => 0.821\n",
      "2403/3486 \t EF x SB_R_WA => 0.812\n",
      "2404/3486 \t EF x SJ_BK => 0.869\n",
      "2405/3486 \t EF x SJ_FT => 0.876\n",
      "2406/3486 \t EF x SJ_LT => 0.866\n",
      "2407/3486 \t EF x SJ_RT => 0.88\n",
      "2408/3486 \t EF x SS_F_BK => 0.834\n",
      "2409/3486 \t EF x SS_F_FT => 0.816\n",
      "2410/3486 \t EF x SS_F_LT => 0.878\n",
      "2411/3486 \t EF x SS_F_RT => 0.884\n",
      "2412/3486 \t EF x SS_S_BK => 0.801\n",
      "2413/3486 \t EF x SS_S_FT => 0.816\n",
      "2414/3486 \t EF x SS_S_LT => 0.871\n",
      "2415/3486 \t EF x SS_S_RT => 0.879\n",
      "2416/3486 \t EF x SYN_B => 0.555\n",
      "2417/3486 \t EF x SYN_K => 0.747\n",
      "2418/3486 \t EF x SYN_R => 0.876\n",
      "2419/3486 \t EF x SYN_S => 0.834\n",
      "2420/3486 \t EF x SYN_U => 0.922\n",
      "2421/3486 \t EF x TA => 0.789\n",
      "2422/3486 \t EF x TB_F_FB => 0.732\n",
      "2423/3486 \t EF x TB_S => 0.751\n",
      "2424/3486 \t EF x TB_S_FB => 0.732\n",
      "2425/3486 \t EF x TF_F => 0.816\n",
      "2426/3486 \t EF x TF_S => 0.847\n",
      "2427/3486 \t EF x TL_F => 0.803\n",
      "2428/3486 \t EF x TL_S => 0.804\n",
      "2429/3486 \t EF x TOS_F => 0.83\n",
      "2430/3486 \t EF x TOS_S => 0.854\n",
      "2431/3486 \t EF x TR_F => 0.806\n",
      "2432/3486 \t EF x TR_S => 0.862\n",
      "2433/3486 \t EF x UP1 => 0.696\n",
      "2434/3486 \t EF x UP2 => 0.655\n",
      "2435/3486 \t EF x UP3 => 0.629\n",
      "2436/3486 \t FR_R_NA x AR => 0.629\n",
      "2437/3486 \t FR_R_NA x AS_L_NA => 0.629\n",
      "2438/3486 \t FR_R_NA x AS_L_WA => 0.629\n",
      "2439/3486 \t FR_R_NA x BA_R_NA => 0.629\n",
      "2440/3486 \t FR_R_NA x BA_R_WA => 0.629\n",
      "2441/3486 \t FR_R_NA x BBS_F_BK => 0.629\n",
      "2442/3486 \t FR_R_NA x BBS_F_FT => 0.629\n",
      "2443/3486 \t FR_R_NA x BBS_S_BK => 0.629\n",
      "2444/3486 \t FR_R_NA x BBS_S_FT => 0.629\n",
      "2445/3486 \t FR_R_NA x BJ_BK => 0.629\n",
      "2446/3486 \t FR_R_NA x BJ_FT => 0.629\n",
      "2447/3486 \t FR_R_NA x BJ_LT => 0.629\n",
      "2448/3486 \t FR_R_NA x BJ_RT => 0.629\n",
      "2449/3486 \t FR_R_NA x BSS_F_BK => 0.629\n",
      "2450/3486 \t FR_R_NA x BSS_F_FT => 0.629\n",
      "2451/3486 \t FR_R_NA x BSS_S_BK => 0.629\n",
      "2452/3486 \t FR_R_NA x BSS_S_FT => 0.629\n",
      "2453/3486 \t FR_R_NA x BS_F_BK => 0.629\n",
      "2454/3486 \t FR_R_NA x BS_F_FT => 0.629\n",
      "2455/3486 \t FR_R_NA x BS_F_LT => 0.629\n",
      "2456/3486 \t FR_R_NA x BS_F_RT => 0.629\n",
      "2457/3486 \t FR_R_NA x BS_S_BK => 0.629\n",
      "2458/3486 \t FR_R_NA x BS_S_FT => 0.629\n",
      "2459/3486 \t FR_R_NA x BS_S_LT => 0.629\n",
      "2460/3486 \t FR_R_NA x BS_S_RT => 0.629\n",
      "2461/3486 \t FR_R_NA x CH => 0.629\n",
      "2462/3486 \t FR_R_NA x CU_R_NA => 0.629\n",
      "2463/3486 \t FR_R_NA x CU_R_WA => 0.629\n",
      "2464/3486 \t FR_R_NA x EF => 0.629\n",
      "2465/3486 \t FR_R_NA x FR_R_NA => 1\n",
      "2466/3486 \t FR_R_NA x FR_R_WA => 0.877\n",
      "2467/3486 \t FR_R_NA x LD_F_dis => 0.853\n",
      "2468/3486 \t FR_R_NA x LD_F_small => 0.811\n",
      "2469/3486 \t FR_R_NA x LD_S_dis => 0.845\n",
      "2470/3486 \t FR_R_NA x LD_S_small => 0.83\n",
      "2471/3486 \t FR_R_NA x LU_F_big => 0.804\n",
      "2472/3486 \t FR_R_NA x LU_F_dis => 0.825\n",
      "2473/3486 \t FR_R_NA x LU_S_big => 0.822\n",
      "2474/3486 \t FR_R_NA x LU_S_dis => 0.842\n",
      "2475/3486 \t FR_R_NA x P1 => 0.673\n",
      "2476/3486 \t FR_R_NA x P3 => 0.598\n",
      "2477/3486 \t FR_R_NA x PB_F => 0.798\n",
      "2478/3486 \t FR_R_NA x PB_S => 0.816\n",
      "2479/3486 \t FR_R_NA x PC_F => 0.927\n",
      "2480/3486 \t FR_R_NA x PC_S => 0.937\n",
      "2481/3486 \t FR_R_NA x PE => 0.698\n",
      "2482/3486 \t FR_R_NA x PV_R_F => 0.756\n",
      "2483/3486 \t FR_R_NA x PV_R_S => 0.789\n",
      "2484/3486 \t FR_R_NA x RV_R_F => 0.789\n",
      "2485/3486 \t FR_R_NA x RV_R_S => 0.801\n",
      "2486/3486 \t FR_R_NA x SB_R_NA => 0.844\n",
      "2487/3486 \t FR_R_NA x SB_R_WA => 0.807\n",
      "2488/3486 \t FR_R_NA x SJ_BK => 0.855\n",
      "2489/3486 \t FR_R_NA x SJ_FT => 0.836\n",
      "2490/3486 \t FR_R_NA x SJ_LT => 0.817\n",
      "2491/3486 \t FR_R_NA x SJ_RT => 0.86\n",
      "2492/3486 \t FR_R_NA x SS_F_BK => 0.76\n",
      "2493/3486 \t FR_R_NA x SS_F_FT => 0.76\n",
      "2494/3486 \t FR_R_NA x SS_F_LT => 0.798\n",
      "2495/3486 \t FR_R_NA x SS_F_RT => 0.795\n",
      "2496/3486 \t FR_R_NA x SS_S_BK => 0.737\n",
      "2497/3486 \t FR_R_NA x SS_S_FT => 0.743\n",
      "2498/3486 \t FR_R_NA x SS_S_LT => 0.807\n",
      "2499/3486 \t FR_R_NA x SS_S_RT => 0.79\n",
      "2500/3486 \t FR_R_NA x SYN_B => 0.551\n",
      "2501/3486 \t FR_R_NA x SYN_K => 0.721\n",
      "2502/3486 \t FR_R_NA x SYN_R => 0.816\n",
      "2503/3486 \t FR_R_NA x SYN_S => 0.772\n",
      "2504/3486 \t FR_R_NA x SYN_U => 0.855\n",
      "2505/3486 \t FR_R_NA x TA => 0.814\n",
      "2506/3486 \t FR_R_NA x TB_F_FB => 0.71\n",
      "2507/3486 \t FR_R_NA x TB_S => 0.746\n",
      "2508/3486 \t FR_R_NA x TB_S_FB => 0.678\n",
      "2509/3486 \t FR_R_NA x TF_F => 0.816\n",
      "2510/3486 \t FR_R_NA x TF_S => 0.831\n",
      "2511/3486 \t FR_R_NA x TL_F => 0.816\n",
      "2512/3486 \t FR_R_NA x TL_S => 0.837\n",
      "2513/3486 \t FR_R_NA x TOS_F => 0.839\n",
      "2514/3486 \t FR_R_NA x TOS_S => 0.814\n",
      "2515/3486 \t FR_R_NA x TR_F => 0.798\n",
      "2516/3486 \t FR_R_NA x TR_S => 0.811\n",
      "2517/3486 \t FR_R_NA x UP1 => 0.672\n",
      "2518/3486 \t FR_R_NA x UP2 => 0.653\n",
      "2519/3486 \t FR_R_NA x UP3 => 0.662\n",
      "2520/3486 \t FR_R_WA x AR => 0.662\n",
      "2521/3486 \t FR_R_WA x AS_L_NA => 0.662\n",
      "2522/3486 \t FR_R_WA x AS_L_WA => 0.662\n",
      "2523/3486 \t FR_R_WA x BA_R_NA => 0.662\n",
      "2524/3486 \t FR_R_WA x BA_R_WA => 0.662\n",
      "2525/3486 \t FR_R_WA x BBS_F_BK => 0.662\n",
      "2526/3486 \t FR_R_WA x BBS_F_FT => 0.662\n",
      "2527/3486 \t FR_R_WA x BBS_S_BK => 0.662\n",
      "2528/3486 \t FR_R_WA x BBS_S_FT => 0.662\n",
      "2529/3486 \t FR_R_WA x BJ_BK => 0.662\n",
      "2530/3486 \t FR_R_WA x BJ_FT => 0.662\n",
      "2531/3486 \t FR_R_WA x BJ_LT => 0.662\n",
      "2532/3486 \t FR_R_WA x BJ_RT => 0.662\n",
      "2533/3486 \t FR_R_WA x BSS_F_BK => 0.662\n",
      "2534/3486 \t FR_R_WA x BSS_F_FT => 0.662\n",
      "2535/3486 \t FR_R_WA x BSS_S_BK => 0.662\n",
      "2536/3486 \t FR_R_WA x BSS_S_FT => 0.662\n",
      "2537/3486 \t FR_R_WA x BS_F_BK => 0.662\n",
      "2538/3486 \t FR_R_WA x BS_F_FT => 0.662\n",
      "2539/3486 \t FR_R_WA x BS_F_LT => 0.662\n",
      "2540/3486 \t FR_R_WA x BS_F_RT => 0.662\n",
      "2541/3486 \t FR_R_WA x BS_S_BK => 0.662\n",
      "2542/3486 \t FR_R_WA x BS_S_FT => 0.662\n",
      "2543/3486 \t FR_R_WA x BS_S_LT => 0.662\n",
      "2544/3486 \t FR_R_WA x BS_S_RT => 0.662\n",
      "2545/3486 \t FR_R_WA x CH => 0.662\n",
      "2546/3486 \t FR_R_WA x CU_R_NA => 0.662\n",
      "2547/3486 \t FR_R_WA x CU_R_WA => 0.662\n",
      "2548/3486 \t FR_R_WA x EF => 0.662\n",
      "2549/3486 \t FR_R_WA x FR_R_NA => 0.662\n",
      "2550/3486 \t FR_R_WA x FR_R_WA => 1\n",
      "2551/3486 \t FR_R_WA x LD_F_dis => 0.925\n",
      "2552/3486 \t FR_R_WA x LD_F_small => 0.873\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "2553/3486 \t FR_R_WA x LD_S_dis => 0.914\n",
      "2554/3486 \t FR_R_WA x LD_S_small => 0.915\n",
      "2555/3486 \t FR_R_WA x LU_F_big => 0.881\n",
      "2556/3486 \t FR_R_WA x LU_F_dis => 0.892\n",
      "2557/3486 \t FR_R_WA x LU_S_big => 0.908\n",
      "2558/3486 \t FR_R_WA x LU_S_dis => 0.878\n",
      "2559/3486 \t FR_R_WA x P1 => 0.707\n",
      "2560/3486 \t FR_R_WA x P3 => 0.632\n",
      "2561/3486 \t FR_R_WA x PB_F => 0.834\n",
      "2562/3486 \t FR_R_WA x PB_S => 0.849\n",
      "2563/3486 \t FR_R_WA x PC_F => 0.813\n",
      "2564/3486 \t FR_R_WA x PC_S => 0.824\n",
      "2565/3486 \t FR_R_WA x PE => 0.759\n",
      "2566/3486 \t FR_R_WA x PV_R_F => 0.815\n",
      "2567/3486 \t FR_R_WA x PV_R_S => 0.837\n",
      "2568/3486 \t FR_R_WA x RV_R_F => 0.849\n",
      "2569/3486 \t FR_R_WA x RV_R_S => 0.834\n",
      "2570/3486 \t FR_R_WA x SB_R_NA => 0.818\n",
      "2571/3486 \t FR_R_WA x SB_R_WA => 0.845\n",
      "2572/3486 \t FR_R_WA x SJ_BK => 0.903\n",
      "2573/3486 \t FR_R_WA x SJ_FT => 0.905\n",
      "2574/3486 \t FR_R_WA x SJ_LT => 0.876\n",
      "2575/3486 \t FR_R_WA x SJ_RT => 0.856\n",
      "2576/3486 \t FR_R_WA x SS_F_BK => 0.826\n",
      "2577/3486 \t FR_R_WA x SS_F_FT => 0.854\n",
      "2578/3486 \t FR_R_WA x SS_F_LT => 0.865\n",
      "2579/3486 \t FR_R_WA x SS_F_RT => 0.865\n",
      "2580/3486 \t FR_R_WA x SS_S_BK => 0.805\n",
      "2581/3486 \t FR_R_WA x SS_S_FT => 0.847\n",
      "2582/3486 \t FR_R_WA x SS_S_LT => 0.894\n",
      "2583/3486 \t FR_R_WA x SS_S_RT => 0.856\n",
      "2584/3486 \t FR_R_WA x SYN_B => 0.653\n",
      "2585/3486 \t FR_R_WA x SYN_K => 0.736\n",
      "2586/3486 \t FR_R_WA x SYN_R => 0.887\n",
      "2587/3486 \t FR_R_WA x SYN_S => 0.845\n",
      "2588/3486 \t FR_R_WA x SYN_U => 0.844\n",
      "2589/3486 \t FR_R_WA x TA => 0.859\n",
      "2590/3486 \t FR_R_WA x TB_F_FB => 0.753\n",
      "2591/3486 \t FR_R_WA x TB_S => 0.801\n",
      "2592/3486 \t FR_R_WA x TB_S_FB => 0.753\n",
      "2593/3486 \t FR_R_WA x TF_F => 0.858\n",
      "2594/3486 \t FR_R_WA x TF_S => 0.849\n",
      "2595/3486 \t FR_R_WA x TL_F => 0.841\n",
      "2596/3486 \t FR_R_WA x TL_S => 0.851\n",
      "2597/3486 \t FR_R_WA x TOS_F => 0.873\n",
      "2598/3486 \t FR_R_WA x TOS_S => 0.857\n",
      "2599/3486 \t FR_R_WA x TR_F => 0.799\n",
      "2600/3486 \t FR_R_WA x TR_S => 0.844\n",
      "2601/3486 \t FR_R_WA x UP1 => 0.721\n",
      "2602/3486 \t FR_R_WA x UP2 => 0.725\n",
      "2603/3486 \t FR_R_WA x UP3 => 0.699\n",
      "2604/3486 \t LD_F_dis x AR => 0.699\n",
      "2605/3486 \t LD_F_dis x AS_L_NA => 0.699\n",
      "2606/3486 \t LD_F_dis x AS_L_WA => 0.699\n",
      "2607/3486 \t LD_F_dis x BA_R_NA => 0.699\n",
      "2608/3486 \t LD_F_dis x BA_R_WA => 0.699\n",
      "2609/3486 \t LD_F_dis x BBS_F_BK => 0.699\n",
      "2610/3486 \t LD_F_dis x BBS_F_FT => 0.699\n",
      "2611/3486 \t LD_F_dis x BBS_S_BK => 0.699\n",
      "2612/3486 \t LD_F_dis x BBS_S_FT => 0.699\n",
      "2613/3486 \t LD_F_dis x BJ_BK => 0.699\n",
      "2614/3486 \t LD_F_dis x BJ_FT => 0.699\n",
      "2615/3486 \t LD_F_dis x BJ_LT => 0.699\n",
      "2616/3486 \t LD_F_dis x BJ_RT => 0.699\n",
      "2617/3486 \t LD_F_dis x BSS_F_BK => 0.699\n",
      "2618/3486 \t LD_F_dis x BSS_F_FT => 0.699\n",
      "2619/3486 \t LD_F_dis x BSS_S_BK => 0.699\n",
      "2620/3486 \t LD_F_dis x BSS_S_FT => 0.699\n",
      "2621/3486 \t LD_F_dis x BS_F_BK => 0.699\n",
      "2622/3486 \t LD_F_dis x BS_F_FT => 0.699\n",
      "2623/3486 \t LD_F_dis x BS_F_LT => 0.699\n",
      "2624/3486 \t LD_F_dis x BS_F_RT => 0.699\n",
      "2625/3486 \t LD_F_dis x BS_S_BK => 0.699\n",
      "2626/3486 \t LD_F_dis x BS_S_FT => 0.699\n",
      "2627/3486 \t LD_F_dis x BS_S_LT => 0.699\n",
      "2628/3486 \t LD_F_dis x BS_S_RT => 0.699\n",
      "2629/3486 \t LD_F_dis x CH => 0.699\n",
      "2630/3486 \t LD_F_dis x CU_R_NA => 0.699\n",
      "2631/3486 \t LD_F_dis x CU_R_WA => 0.699\n",
      "2632/3486 \t LD_F_dis x EF => 0.699\n",
      "2633/3486 \t LD_F_dis x FR_R_NA => 0.699\n",
      "2634/3486 \t LD_F_dis x FR_R_WA => 0.699\n",
      "2635/3486 \t LD_F_dis x LD_F_dis => 1\n",
      "2636/3486 \t LD_F_dis x LD_F_small => 0.932\n",
      "2637/3486 \t LD_F_dis x LD_S_dis => 0.967\n",
      "2638/3486 \t LD_F_dis x LD_S_small => 0.937\n",
      "2639/3486 \t LD_F_dis x LU_F_big => 0.928\n",
      "2640/3486 \t LD_F_dis x LU_F_dis => 0.933\n",
      "2641/3486 \t LD_F_dis x LU_S_big => 0.918\n",
      "2642/3486 \t LD_F_dis x LU_S_dis => 0.932\n",
      "2643/3486 \t LD_F_dis x P1 => 0.729\n",
      "2644/3486 \t LD_F_dis x P3 => 0.732\n",
      "2645/3486 \t LD_F_dis x PB_F => 0.859\n",
      "2646/3486 \t LD_F_dis x PB_S => 0.864\n",
      "2647/3486 \t LD_F_dis x PC_F => 0.841\n",
      "2648/3486 \t LD_F_dis x PC_S => 0.811\n",
      "2649/3486 \t LD_F_dis x PE => 0.801\n",
      "2650/3486 \t LD_F_dis x PV_R_F => 0.788\n",
      "2651/3486 \t LD_F_dis x PV_R_S => 0.834\n",
      "2652/3486 \t LD_F_dis x RV_R_F => 0.858\n",
      "2653/3486 \t LD_F_dis x RV_R_S => 0.833\n",
      "2654/3486 \t LD_F_dis x SB_R_NA => 0.851\n",
      "2655/3486 \t LD_F_dis x SB_R_WA => 0.871\n",
      "2656/3486 \t LD_F_dis x SJ_BK => 0.939\n",
      "2657/3486 \t LD_F_dis x SJ_FT => 0.898\n",
      "2658/3486 \t LD_F_dis x SJ_LT => 0.893\n",
      "2659/3486 \t LD_F_dis x SJ_RT => 0.871\n",
      "2660/3486 \t LD_F_dis x SS_F_BK => 0.85\n",
      "2661/3486 \t LD_F_dis x SS_F_FT => 0.827\n",
      "2662/3486 \t LD_F_dis x SS_F_LT => 0.88\n",
      "2663/3486 \t LD_F_dis x SS_F_RT => 0.874\n",
      "2664/3486 \t LD_F_dis x SS_S_BK => 0.794\n",
      "2665/3486 \t LD_F_dis x SS_S_FT => 0.786\n",
      "2666/3486 \t LD_F_dis x SS_S_LT => 0.882\n",
      "2667/3486 \t LD_F_dis x SS_S_RT => 0.868\n",
      "2668/3486 \t LD_F_dis x SYN_B => 0.72\n",
      "2669/3486 \t LD_F_dis x SYN_K => 0.769\n",
      "2670/3486 \t LD_F_dis x SYN_R => 0.894\n",
      "2671/3486 \t LD_F_dis x SYN_S => 0.855\n",
      "2672/3486 \t LD_F_dis x SYN_U => 0.866\n",
      "2673/3486 \t LD_F_dis x TA => 0.925\n",
      "2674/3486 \t LD_F_dis x TB_F_FB => 0.732\n",
      "2675/3486 \t LD_F_dis x TB_S => 0.794\n",
      "2676/3486 \t LD_F_dis x TB_S_FB => 0.671\n",
      "2677/3486 \t LD_F_dis x TF_F => 0.884\n",
      "2678/3486 \t LD_F_dis x TF_S => 0.877\n",
      "2679/3486 \t LD_F_dis x TL_F => 0.88\n",
      "2680/3486 \t LD_F_dis x TL_S => 0.848\n",
      "2681/3486 \t LD_F_dis x TOS_F => 0.885\n",
      "2682/3486 \t LD_F_dis x TOS_S => 0.861\n",
      "2683/3486 \t LD_F_dis x TR_F => 0.835\n",
      "2684/3486 \t LD_F_dis x TR_S => 0.834\n",
      "2685/3486 \t LD_F_dis x UP1 => 0.804\n",
      "2686/3486 \t LD_F_dis x UP2 => 0.701\n",
      "2687/3486 \t LD_F_dis x UP3 => 0.765\n",
      "2688/3486 \t LD_F_small x AR => 0.765\n",
      "2689/3486 \t LD_F_small x AS_L_NA => 0.765\n",
      "2690/3486 \t LD_F_small x AS_L_WA => 0.765\n",
      "2691/3486 \t LD_F_small x BA_R_NA => 0.765\n",
      "2692/3486 \t LD_F_small x BA_R_WA => 0.765\n",
      "2693/3486 \t LD_F_small x BBS_F_BK => 0.765\n",
      "2694/3486 \t LD_F_small x BBS_F_FT => 0.765\n",
      "2695/3486 \t LD_F_small x BBS_S_BK => 0.765\n",
      "2696/3486 \t LD_F_small x BBS_S_FT => 0.765\n",
      "2697/3486 \t LD_F_small x BJ_BK => 0.765\n",
      "2698/3486 \t LD_F_small x BJ_FT => 0.765\n",
      "2699/3486 \t LD_F_small x BJ_LT => 0.765\n",
      "2700/3486 \t LD_F_small x BJ_RT => 0.765\n",
      "2701/3486 \t LD_F_small x BSS_F_BK => 0.765\n",
      "2702/3486 \t LD_F_small x BSS_F_FT => 0.765\n",
      "2703/3486 \t LD_F_small x BSS_S_BK => 0.765\n",
      "2704/3486 \t LD_F_small x BSS_S_FT => 0.765\n",
      "2705/3486 \t LD_F_small x BS_F_BK => 0.765\n",
      "2706/3486 \t LD_F_small x BS_F_FT => 0.765\n",
      "2707/3486 \t LD_F_small x BS_F_LT => 0.765\n",
      "2708/3486 \t LD_F_small x BS_F_RT => 0.765\n",
      "2709/3486 \t LD_F_small x BS_S_BK => 0.765\n",
      "2710/3486 \t LD_F_small x BS_S_FT => 0.765\n",
      "2711/3486 \t LD_F_small x BS_S_LT => 0.765\n",
      "2712/3486 \t LD_F_small x BS_S_RT => 0.765\n",
      "2713/3486 \t LD_F_small x CH => 0.765\n",
      "2714/3486 \t LD_F_small x CU_R_NA => 0.765\n",
      "2715/3486 \t LD_F_small x CU_R_WA => 0.765\n",
      "2716/3486 \t LD_F_small x EF => 0.765\n",
      "2717/3486 \t LD_F_small x FR_R_NA => 0.765\n",
      "2718/3486 \t LD_F_small x FR_R_WA => 0.765\n",
      "2719/3486 \t LD_F_small x LD_F_dis => 0.765\n",
      "2720/3486 \t LD_F_small x LD_F_small => 1\n",
      "2721/3486 \t LD_F_small x LD_S_dis => 0.931\n",
      "2722/3486 \t LD_F_small x LD_S_small => 0.972\n",
      "2723/3486 \t LD_F_small x LU_F_big => 0.921\n",
      "2724/3486 \t LD_F_small x LU_F_dis => 0.864\n",
      "2725/3486 \t LD_F_small x LU_S_big => 0.961\n",
      "2726/3486 \t LD_F_small x LU_S_dis => 0.895\n",
      "2727/3486 \t LD_F_small x P1 => 0.692\n",
      "2728/3486 \t LD_F_small x P3 => 0.675\n",
      "2729/3486 \t LD_F_small x PB_F => 0.845\n",
      "2730/3486 \t LD_F_small x PB_S => 0.842\n",
      "2731/3486 \t LD_F_small x PC_F => 0.773\n",
      "2732/3486 \t LD_F_small x PC_S => 0.759\n",
      "2733/3486 \t LD_F_small x PE => 0.721\n",
      "2734/3486 \t LD_F_small x PV_R_F => 0.759\n",
      "2735/3486 \t LD_F_small x PV_R_S => 0.811\n",
      "2736/3486 \t LD_F_small x RV_R_F => 0.846\n",
      "2737/3486 \t LD_F_small x RV_R_S => 0.823\n",
      "2738/3486 \t LD_F_small x SB_R_NA => 0.842\n",
      "2739/3486 \t LD_F_small x SB_R_WA => 0.878\n",
      "2740/3486 \t LD_F_small x SJ_BK => 0.904\n",
      "2741/3486 \t LD_F_small x SJ_FT => 0.839\n",
      "2742/3486 \t LD_F_small x SJ_LT => 0.809\n",
      "2743/3486 \t LD_F_small x SJ_RT => 0.816\n",
      "2744/3486 \t LD_F_small x SS_F_BK => 0.764\n",
      "2745/3486 \t LD_F_small x SS_F_FT => 0.729\n",
      "2746/3486 \t LD_F_small x SS_F_LT => 0.798\n",
      "2747/3486 \t LD_F_small x SS_F_RT => 0.804\n",
      "2748/3486 \t LD_F_small x SS_S_BK => 0.801\n",
      "2749/3486 \t LD_F_small x SS_S_FT => 0.777\n",
      "2750/3486 \t LD_F_small x SS_S_LT => 0.825\n",
      "2751/3486 \t LD_F_small x SS_S_RT => 0.83\n",
      "2752/3486 \t LD_F_small x SYN_B => 0.515\n",
      "2753/3486 \t LD_F_small x SYN_K => 0.656\n",
      "2754/3486 \t LD_F_small x SYN_R => 0.826\n",
      "2755/3486 \t LD_F_small x SYN_S => 0.802\n",
      "2756/3486 \t LD_F_small x SYN_U => 0.838\n",
      "2757/3486 \t LD_F_small x TA => 0.957\n",
      "2758/3486 \t LD_F_small x TB_F_FB => 0.684\n",
      "2759/3486 \t LD_F_small x TB_S => 0.75\n",
      "2760/3486 \t LD_F_small x TB_S_FB => 0.723\n",
      "2761/3486 \t LD_F_small x TF_F => 0.8\n",
      "2762/3486 \t LD_F_small x TF_S => 0.797\n",
      "2763/3486 \t LD_F_small x TL_F => 0.78\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "2764/3486 \t LD_F_small x TL_S => 0.818\n",
      "2765/3486 \t LD_F_small x TOS_F => 0.794\n",
      "2766/3486 \t LD_F_small x TOS_S => 0.804\n",
      "2767/3486 \t LD_F_small x TR_F => 0.789\n",
      "2768/3486 \t LD_F_small x TR_S => 0.82\n",
      "2769/3486 \t LD_F_small x UP1 => 0.702\n",
      "2770/3486 \t LD_F_small x UP2 => 0.674\n",
      "2771/3486 \t LD_F_small x UP3 => 0.692\n",
      "2772/3486 \t LD_S_dis x AR => 0.692\n",
      "2773/3486 \t LD_S_dis x AS_L_NA => 0.692\n",
      "2774/3486 \t LD_S_dis x AS_L_WA => 0.692\n",
      "2775/3486 \t LD_S_dis x BA_R_NA => 0.692\n",
      "2776/3486 \t LD_S_dis x BA_R_WA => 0.692\n",
      "2777/3486 \t LD_S_dis x BBS_F_BK => 0.692\n",
      "2778/3486 \t LD_S_dis x BBS_F_FT => 0.692\n",
      "2779/3486 \t LD_S_dis x BBS_S_BK => 0.692\n",
      "2780/3486 \t LD_S_dis x BBS_S_FT => 0.692\n",
      "2781/3486 \t LD_S_dis x BJ_BK => 0.692\n",
      "2782/3486 \t LD_S_dis x BJ_FT => 0.692\n",
      "2783/3486 \t LD_S_dis x BJ_LT => 0.692\n",
      "2784/3486 \t LD_S_dis x BJ_RT => 0.692\n",
      "2785/3486 \t LD_S_dis x BSS_F_BK => 0.692\n",
      "2786/3486 \t LD_S_dis x BSS_F_FT => 0.692\n",
      "2787/3486 \t LD_S_dis x BSS_S_BK => 0.692\n",
      "2788/3486 \t LD_S_dis x BSS_S_FT => 0.692\n",
      "2789/3486 \t LD_S_dis x BS_F_BK => 0.692\n",
      "2790/3486 \t LD_S_dis x BS_F_FT => 0.692\n",
      "2791/3486 \t LD_S_dis x BS_F_LT => 0.692\n",
      "2792/3486 \t LD_S_dis x BS_F_RT => 0.692\n",
      "2793/3486 \t LD_S_dis x BS_S_BK => 0.692\n",
      "2794/3486 \t LD_S_dis x BS_S_FT => 0.692\n",
      "2795/3486 \t LD_S_dis x BS_S_LT => 0.692\n",
      "2796/3486 \t LD_S_dis x BS_S_RT => 0.692\n",
      "2797/3486 \t LD_S_dis x CH => 0.692\n",
      "2798/3486 \t LD_S_dis x CU_R_NA => 0.692\n",
      "2799/3486 \t LD_S_dis x CU_R_WA => 0.692\n",
      "2800/3486 \t LD_S_dis x EF => 0.692\n",
      "2801/3486 \t LD_S_dis x FR_R_NA => 0.692\n",
      "2802/3486 \t LD_S_dis x FR_R_WA => 0.692\n",
      "2803/3486 \t LD_S_dis x LD_F_dis => 0.692\n",
      "2804/3486 \t LD_S_dis x LD_F_small => 0.692\n",
      "2805/3486 \t LD_S_dis x LD_S_dis => 1\n",
      "2806/3486 \t LD_S_dis x LD_S_small => 0.932\n",
      "2807/3486 \t LD_S_dis x LU_F_big => 0.926\n",
      "2808/3486 \t LD_S_dis x LU_F_dis => 0.94\n",
      "2809/3486 \t LD_S_dis x LU_S_big => 0.923\n",
      "2810/3486 \t LD_S_dis x LU_S_dis => 0.926\n",
      "2811/3486 \t LD_S_dis x P1 => 0.744\n",
      "2812/3486 \t LD_S_dis x P3 => 0.741\n",
      "2813/3486 \t LD_S_dis x PB_F => 0.873\n",
      "2814/3486 \t LD_S_dis x PB_S => 0.864\n",
      "2815/3486 \t LD_S_dis x PC_F => 0.82\n",
      "2816/3486 \t LD_S_dis x PC_S => 0.809\n",
      "2817/3486 \t LD_S_dis x PE => 0.804\n",
      "2818/3486 \t LD_S_dis x PV_R_F => 0.816\n",
      "2819/3486 \t LD_S_dis x PV_R_S => 0.846\n",
      "2820/3486 \t LD_S_dis x RV_R_F => 0.861\n",
      "2821/3486 \t LD_S_dis x RV_R_S => 0.846\n",
      "2822/3486 \t LD_S_dis x SB_R_NA => 0.862\n",
      "2823/3486 \t LD_S_dis x SB_R_WA => 0.874\n",
      "2824/3486 \t LD_S_dis x SJ_BK => 0.944\n",
      "2825/3486 \t LD_S_dis x SJ_FT => 0.905\n",
      "2826/3486 \t LD_S_dis x SJ_LT => 0.903\n",
      "2827/3486 \t LD_S_dis x SJ_RT => 0.895\n",
      "2828/3486 \t LD_S_dis x SS_F_BK => 0.882\n",
      "2829/3486 \t LD_S_dis x SS_F_FT => 0.875\n",
      "2830/3486 \t LD_S_dis x SS_F_LT => 0.896\n",
      "2831/3486 \t LD_S_dis x SS_F_RT => 0.897\n",
      "2832/3486 \t LD_S_dis x SS_S_BK => 0.858\n",
      "2833/3486 \t LD_S_dis x SS_S_FT => 0.854\n",
      "2834/3486 \t LD_S_dis x SS_S_LT => 0.901\n",
      "2835/3486 \t LD_S_dis x SS_S_RT => 0.892\n",
      "2836/3486 \t LD_S_dis x SYN_B => 0.762\n",
      "2837/3486 \t LD_S_dis x SYN_K => 0.785\n",
      "2838/3486 \t LD_S_dis x SYN_R => 0.907\n",
      "2839/3486 \t LD_S_dis x SYN_S => 0.886\n",
      "2840/3486 \t LD_S_dis x SYN_U => 0.88\n",
      "2841/3486 \t LD_S_dis x TA => 0.924\n",
      "2842/3486 \t LD_S_dis x TB_F_FB => 0.779\n",
      "2843/3486 \t LD_S_dis x TB_S => 0.737\n",
      "2844/3486 \t LD_S_dis x TB_S_FB => 0.807\n",
      "2845/3486 \t LD_S_dis x TF_F => 0.873\n",
      "2846/3486 \t LD_S_dis x TF_S => 0.871\n",
      "2847/3486 \t LD_S_dis x TL_F => 0.876\n",
      "2848/3486 \t LD_S_dis x TL_S => 0.886\n",
      "2849/3486 \t LD_S_dis x TOS_F => 0.882\n",
      "2850/3486 \t LD_S_dis x TOS_S => 0.852\n",
      "2851/3486 \t LD_S_dis x TR_F => 0.844\n",
      "2852/3486 \t LD_S_dis x TR_S => 0.845\n",
      "2853/3486 \t LD_S_dis x UP1 => 0.798\n",
      "2854/3486 \t LD_S_dis x UP2 => 0.791\n",
      "2855/3486 \t LD_S_dis x UP3 => 0.782\n",
      "2856/3486 \t LD_S_small x AR => 0.782\n",
      "2857/3486 \t LD_S_small x AS_L_NA => 0.782\n",
      "2858/3486 \t LD_S_small x AS_L_WA => 0.782\n",
      "2859/3486 \t LD_S_small x BA_R_NA => 0.782\n",
      "2860/3486 \t LD_S_small x BA_R_WA => 0.782\n",
      "2861/3486 \t LD_S_small x BBS_F_BK => 0.782\n",
      "2862/3486 \t LD_S_small x BBS_F_FT => 0.782\n",
      "2863/3486 \t LD_S_small x BBS_S_BK => 0.782\n",
      "2864/3486 \t LD_S_small x BBS_S_FT => 0.782\n",
      "2865/3486 \t LD_S_small x BJ_BK => 0.782\n",
      "2866/3486 \t LD_S_small x BJ_FT => 0.782\n",
      "2867/3486 \t LD_S_small x BJ_LT => 0.782\n",
      "2868/3486 \t LD_S_small x BJ_RT => 0.782\n",
      "2869/3486 \t LD_S_small x BSS_F_BK => 0.782\n",
      "2870/3486 \t LD_S_small x BSS_F_FT => 0.782\n",
      "2871/3486 \t LD_S_small x BSS_S_BK => 0.782\n",
      "2872/3486 \t LD_S_small x BSS_S_FT => 0.782\n",
      "2873/3486 \t LD_S_small x BS_F_BK => 0.782\n",
      "2874/3486 \t LD_S_small x BS_F_FT => 0.782\n",
      "2875/3486 \t LD_S_small x BS_F_LT => 0.782\n",
      "2876/3486 \t LD_S_small x BS_F_RT => 0.782\n",
      "2877/3486 \t LD_S_small x BS_S_BK => 0.782\n",
      "2878/3486 \t LD_S_small x BS_S_FT => 0.782\n",
      "2879/3486 \t LD_S_small x BS_S_LT => 0.782\n",
      "2880/3486 \t LD_S_small x BS_S_RT => 0.782\n",
      "2881/3486 \t LD_S_small x CH => 0.782\n",
      "2882/3486 \t LD_S_small x CU_R_NA => 0.782\n",
      "2883/3486 \t LD_S_small x CU_R_WA => 0.782\n",
      "2884/3486 \t LD_S_small x EF => 0.782\n",
      "2885/3486 \t LD_S_small x FR_R_NA => 0.782\n",
      "2886/3486 \t LD_S_small x FR_R_WA => 0.782\n",
      "2887/3486 \t LD_S_small x LD_F_dis => 0.782\n",
      "2888/3486 \t LD_S_small x LD_F_small => 0.782\n",
      "2889/3486 \t LD_S_small x LD_S_dis => 0.782\n",
      "2890/3486 \t LD_S_small x LD_S_small => 1\n",
      "2891/3486 \t LD_S_small x LU_F_big => 0.958\n",
      "2892/3486 \t LD_S_small x LU_F_dis => 0.911\n",
      "2893/3486 \t LD_S_small x LU_S_big => 0.972\n",
      "2894/3486 \t LD_S_small x LU_S_dis => 0.88\n",
      "2895/3486 \t LD_S_small x P1 => 0.701\n",
      "2896/3486 \t LD_S_small x P3 => 0.682\n",
      "2897/3486 \t LD_S_small x PB_F => 0.849\n",
      "2898/3486 \t LD_S_small x PB_S => 0.827\n",
      "2899/3486 \t LD_S_small x PC_F => 0.79\n",
      "2900/3486 \t LD_S_small x PC_S => 0.785\n",
      "2901/3486 \t LD_S_small x PE => 0.846\n",
      "2902/3486 \t LD_S_small x PV_R_F => 0.807\n",
      "2903/3486 \t LD_S_small x PV_R_S => 0.785\n",
      "2904/3486 \t LD_S_small x RV_R_F => 0.853\n",
      "2905/3486 \t LD_S_small x RV_R_S => 0.796\n",
      "2906/3486 \t LD_S_small x SB_R_NA => 0.865\n",
      "2907/3486 \t LD_S_small x SB_R_WA => 0.884\n",
      "2908/3486 \t LD_S_small x SJ_BK => 0.921\n",
      "2909/3486 \t LD_S_small x SJ_FT => 0.882\n",
      "2910/3486 \t LD_S_small x SJ_LT => 0.865\n",
      "2911/3486 \t LD_S_small x SJ_RT => 0.863\n",
      "2912/3486 \t LD_S_small x SS_F_BK => 0.807\n",
      "2913/3486 \t LD_S_small x SS_F_FT => 0.799\n",
      "2914/3486 \t LD_S_small x SS_F_LT => 0.828\n",
      "2915/3486 \t LD_S_small x SS_F_RT => 0.823\n",
      "2916/3486 \t LD_S_small x SS_S_BK => 0.752\n",
      "2917/3486 \t LD_S_small x SS_S_FT => 0.743\n",
      "2918/3486 \t LD_S_small x SS_S_LT => 0.835\n",
      "2919/3486 \t LD_S_small x SS_S_RT => 0.816\n",
      "2920/3486 \t LD_S_small x SYN_B => 0.69\n",
      "2921/3486 \t LD_S_small x SYN_K => 0.742\n",
      "2922/3486 \t LD_S_small x SYN_R => 0.839\n",
      "2923/3486 \t LD_S_small x SYN_S => 0.824\n",
      "2924/3486 \t LD_S_small x SYN_U => 0.817\n",
      "2925/3486 \t LD_S_small x TA => 0.957\n",
      "2926/3486 \t LD_S_small x TB_F_FB => 0.76\n",
      "2927/3486 \t LD_S_small x TB_S => 0.78\n",
      "2928/3486 \t LD_S_small x TB_S_FB => 0.716\n",
      "2929/3486 \t LD_S_small x TF_F => 0.885\n",
      "2930/3486 \t LD_S_small x TF_S => 0.819\n",
      "2931/3486 \t LD_S_small x TL_F => 0.854\n",
      "2932/3486 \t LD_S_small x TL_S => 0.837\n",
      "2933/3486 \t LD_S_small x TOS_F => 0.878\n",
      "2934/3486 \t LD_S_small x TOS_S => 0.837\n",
      "2935/3486 \t LD_S_small x TR_F => 0.829\n",
      "2936/3486 \t LD_S_small x TR_S => 0.847\n",
      "2937/3486 \t LD_S_small x UP1 => 0.79\n",
      "2938/3486 \t LD_S_small x UP2 => 0.73\n",
      "2939/3486 \t LD_S_small x UP3 => 0.778\n",
      "2940/3486 \t LU_F_big x AR => 0.778\n",
      "2941/3486 \t LU_F_big x AS_L_NA => 0.778\n",
      "2942/3486 \t LU_F_big x AS_L_WA => 0.778\n",
      "2943/3486 \t LU_F_big x BA_R_NA => 0.778\n",
      "2944/3486 \t LU_F_big x BA_R_WA => 0.778\n",
      "2945/3486 \t LU_F_big x BBS_F_BK => 0.778\n",
      "2946/3486 \t LU_F_big x BBS_F_FT => 0.778\n",
      "2947/3486 \t LU_F_big x BBS_S_BK => 0.778\n",
      "2948/3486 \t LU_F_big x BBS_S_FT => 0.778\n",
      "2949/3486 \t LU_F_big x BJ_BK => 0.778\n",
      "2950/3486 \t LU_F_big x BJ_FT => 0.778\n",
      "2951/3486 \t LU_F_big x BJ_LT => 0.778\n",
      "2952/3486 \t LU_F_big x BJ_RT => 0.778\n",
      "2953/3486 \t LU_F_big x BSS_F_BK => 0.778\n",
      "2954/3486 \t LU_F_big x BSS_F_FT => 0.778\n",
      "2955/3486 \t LU_F_big x BSS_S_BK => 0.778\n",
      "2956/3486 \t LU_F_big x BSS_S_FT => 0.778\n",
      "2957/3486 \t LU_F_big x BS_F_BK => 0.778\n",
      "2958/3486 \t LU_F_big x BS_F_FT => 0.778\n",
      "2959/3486 \t LU_F_big x BS_F_LT => 0.778\n",
      "2960/3486 \t LU_F_big x BS_F_RT => 0.778\n",
      "2961/3486 \t LU_F_big x BS_S_BK => 0.778\n",
      "2962/3486 \t LU_F_big x BS_S_FT => 0.778\n",
      "2963/3486 \t LU_F_big x BS_S_LT => 0.778\n",
      "2964/3486 \t LU_F_big x BS_S_RT => 0.778\n",
      "2965/3486 \t LU_F_big x CH => 0.778\n",
      "2966/3486 \t LU_F_big x CU_R_NA => 0.778\n",
      "2967/3486 \t LU_F_big x CU_R_WA => 0.778\n",
      "2968/3486 \t LU_F_big x EF => 0.778\n",
      "2969/3486 \t LU_F_big x FR_R_NA => 0.778\n",
      "2970/3486 \t LU_F_big x FR_R_WA => 0.778\n",
      "2971/3486 \t LU_F_big x LD_F_dis => 0.778\n",
      "2972/3486 \t LU_F_big x LD_F_small => 0.778\n",
      "2973/3486 \t LU_F_big x LD_S_dis => 0.778\n",
      "2974/3486 \t LU_F_big x LD_S_small => 0.778\n",
      "2975/3486 \t LU_F_big x LU_F_big => 1\n",
      "2976/3486 \t LU_F_big x LU_F_dis => 0.884\n",
      "2977/3486 \t LU_F_big x LU_S_big => 0.95\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "2978/3486 \t LU_F_big x LU_S_dis => 0.914\n",
      "2979/3486 \t LU_F_big x P1 => 0.705\n",
      "2980/3486 \t LU_F_big x P3 => 0.683\n",
      "2981/3486 \t LU_F_big x PB_F => 0.819\n",
      "2982/3486 \t LU_F_big x PB_S => 0.825\n",
      "2983/3486 \t LU_F_big x PC_F => 0.754\n",
      "2984/3486 \t LU_F_big x PC_S => 0.765\n",
      "2985/3486 \t LU_F_big x PE => 0.715\n",
      "2986/3486 \t LU_F_big x PV_R_F => 0.749\n",
      "2987/3486 \t LU_F_big x PV_R_S => 0.806\n",
      "2988/3486 \t LU_F_big x RV_R_F => 0.82\n",
      "2989/3486 \t LU_F_big x RV_R_S => 0.824\n",
      "2990/3486 \t LU_F_big x SB_R_NA => 0.816\n",
      "2991/3486 \t LU_F_big x SB_R_WA => 0.854\n",
      "2992/3486 \t LU_F_big x SJ_BK => 0.863\n",
      "2993/3486 \t LU_F_big x SJ_FT => 0.817\n",
      "2994/3486 \t LU_F_big x SJ_LT => 0.798\n",
      "2995/3486 \t LU_F_big x SJ_RT => 0.783\n",
      "2996/3486 \t LU_F_big x SS_F_BK => 0.73\n",
      "2997/3486 \t LU_F_big x SS_F_FT => 0.706\n",
      "2998/3486 \t LU_F_big x SS_F_LT => 0.772\n",
      "2999/3486 \t LU_F_big x SS_F_RT => 0.772\n",
      "3000/3486 \t LU_F_big x SS_S_BK => 0.78\n",
      "3001/3486 \t LU_F_big x SS_S_FT => 0.779\n",
      "3002/3486 \t LU_F_big x SS_S_LT => 0.791\n",
      "3003/3486 \t LU_F_big x SS_S_RT => 0.797\n",
      "3004/3486 \t LU_F_big x SYN_B => 0.472\n",
      "3005/3486 \t LU_F_big x SYN_K => 0.651\n",
      "3006/3486 \t LU_F_big x SYN_R => 0.814\n",
      "3007/3486 \t LU_F_big x SYN_S => 0.781\n",
      "3008/3486 \t LU_F_big x SYN_U => 0.835\n",
      "3009/3486 \t LU_F_big x TA => 0.909\n",
      "3010/3486 \t LU_F_big x TB_F_FB => 0.674\n",
      "3011/3486 \t LU_F_big x TB_S => 0.748\n",
      "3012/3486 \t LU_F_big x TB_S_FB => 0.716\n",
      "3013/3486 \t LU_F_big x TF_F => 0.759\n",
      "3014/3486 \t LU_F_big x TF_S => 0.799\n",
      "3015/3486 \t LU_F_big x TL_F => 0.788\n",
      "3016/3486 \t LU_F_big x TL_S => 0.823\n",
      "3017/3486 \t LU_F_big x TOS_F => 0.76\n",
      "3018/3486 \t LU_F_big x TOS_S => 0.79\n",
      "3019/3486 \t LU_F_big x TR_F => 0.779\n",
      "3020/3486 \t LU_F_big x TR_S => 0.816\n",
      "3021/3486 \t LU_F_big x UP1 => 0.703\n",
      "3022/3486 \t LU_F_big x UP2 => 0.674\n",
      "3023/3486 \t LU_F_big x UP3 => 0.695\n",
      "3024/3486 \t LU_F_dis x AR => 0.695\n",
      "3025/3486 \t LU_F_dis x AS_L_NA => 0.695\n",
      "3026/3486 \t LU_F_dis x AS_L_WA => 0.695\n",
      "3027/3486 \t LU_F_dis x BA_R_NA => 0.695\n",
      "3028/3486 \t LU_F_dis x BA_R_WA => 0.695\n",
      "3029/3486 \t LU_F_dis x BBS_F_BK => 0.695\n",
      "3030/3486 \t LU_F_dis x BBS_F_FT => 0.695\n",
      "3031/3486 \t LU_F_dis x BBS_S_BK => 0.695\n",
      "3032/3486 \t LU_F_dis x BBS_S_FT => 0.695\n",
      "3033/3486 \t LU_F_dis x BJ_BK => 0.695\n",
      "3034/3486 \t LU_F_dis x BJ_FT => 0.695\n",
      "3035/3486 \t LU_F_dis x BJ_LT => 0.695\n",
      "3036/3486 \t LU_F_dis x BJ_RT => 0.695\n",
      "3037/3486 \t LU_F_dis x BSS_F_BK => 0.695\n",
      "3038/3486 \t LU_F_dis x BSS_F_FT => 0.695\n",
      "3039/3486 \t LU_F_dis x BSS_S_BK => 0.695\n",
      "3040/3486 \t LU_F_dis x BSS_S_FT => 0.695\n",
      "3041/3486 \t LU_F_dis x BS_F_BK => 0.695\n",
      "3042/3486 \t LU_F_dis x BS_F_FT => 0.695\n",
      "3043/3486 \t LU_F_dis x BS_F_LT => 0.695\n",
      "3044/3486 \t LU_F_dis x BS_F_RT => 0.695\n",
      "3045/3486 \t LU_F_dis x BS_S_BK => 0.695\n",
      "3046/3486 \t LU_F_dis x BS_S_FT => 0.695\n",
      "3047/3486 \t LU_F_dis x BS_S_LT => 0.695\n",
      "3048/3486 \t LU_F_dis x BS_S_RT => 0.695\n",
      "3049/3486 \t LU_F_dis x CH => 0.695\n",
      "3050/3486 \t LU_F_dis x CU_R_NA => 0.695\n",
      "3051/3486 \t LU_F_dis x CU_R_WA => 0.695\n",
      "3052/3486 \t LU_F_dis x EF => 0.695\n",
      "3053/3486 \t LU_F_dis x FR_R_NA => 0.695\n",
      "3054/3486 \t LU_F_dis x FR_R_WA => 0.695\n",
      "3055/3486 \t LU_F_dis x LD_F_dis => 0.695\n",
      "3056/3486 \t LU_F_dis x LD_F_small => 0.695\n",
      "3057/3486 \t LU_F_dis x LD_S_dis => 0.695\n",
      "3058/3486 \t LU_F_dis x LD_S_small => 0.695\n",
      "3059/3486 \t LU_F_dis x LU_F_big => 0.695\n",
      "3060/3486 \t LU_F_dis x LU_F_dis => 1\n",
      "3061/3486 \t LU_F_dis x LU_S_big => 0.913\n",
      "3062/3486 \t LU_F_dis x LU_S_dis => 0.939\n",
      "3063/3486 \t LU_F_dis x P1 => 0.715\n",
      "3064/3486 \t LU_F_dis x P3 => 0.665\n",
      "3065/3486 \t LU_F_dis x PB_F => 0.827\n",
      "3066/3486 \t LU_F_dis x PB_S => 0.836\n",
      "3067/3486 \t LU_F_dis x PC_F => 0.789\n",
      "3068/3486 \t LU_F_dis x PC_S => 0.792\n",
      "3069/3486 \t LU_F_dis x PE => 0.713\n",
      "3070/3486 \t LU_F_dis x PV_R_F => 0.765\n",
      "3071/3486 \t LU_F_dis x PV_R_S => 0.817\n",
      "3072/3486 \t LU_F_dis x RV_R_F => 0.817\n",
      "3073/3486 \t LU_F_dis x RV_R_S => 0.815\n",
      "3074/3486 \t LU_F_dis x SB_R_NA => 0.844\n",
      "3075/3486 \t LU_F_dis x SB_R_WA => 0.836\n",
      "3076/3486 \t LU_F_dis x SJ_BK => 0.88\n",
      "3077/3486 \t LU_F_dis x SJ_FT => 0.844\n",
      "3078/3486 \t LU_F_dis x SJ_LT => 0.827\n",
      "3079/3486 \t LU_F_dis x SJ_RT => 0.781\n",
      "3080/3486 \t LU_F_dis x SS_F_BK => 0.771\n",
      "3081/3486 \t LU_F_dis x SS_F_FT => 0.781\n",
      "3082/3486 \t LU_F_dis x SS_F_LT => 0.819\n",
      "3083/3486 \t LU_F_dis x SS_F_RT => 0.818\n",
      "3084/3486 \t LU_F_dis x SS_S_BK => 0.784\n",
      "3085/3486 \t LU_F_dis x SS_S_FT => 0.796\n",
      "3086/3486 \t LU_F_dis x SS_S_LT => 0.83\n",
      "3087/3486 \t LU_F_dis x SS_S_RT => 0.805\n",
      "3088/3486 \t LU_F_dis x SYN_B => 0.578\n",
      "3089/3486 \t LU_F_dis x SYN_K => 0.689\n",
      "3090/3486 \t LU_F_dis x SYN_R => 0.827\n",
      "3091/3486 \t LU_F_dis x SYN_S => 0.822\n",
      "3092/3486 \t LU_F_dis x SYN_U => 0.838\n",
      "3093/3486 \t LU_F_dis x TA => 0.864\n",
      "3094/3486 \t LU_F_dis x TB_F_FB => 0.683\n",
      "3095/3486 \t LU_F_dis x TB_S => 0.747\n",
      "3096/3486 \t LU_F_dis x TB_S_FB => 0.706\n",
      "3097/3486 \t LU_F_dis x TF_F => 0.806\n",
      "3098/3486 \t LU_F_dis x TF_S => 0.812\n",
      "3099/3486 \t LU_F_dis x TL_F => 0.805\n",
      "3100/3486 \t LU_F_dis x TL_S => 0.815\n",
      "3101/3486 \t LU_F_dis x TOS_F => 0.778\n",
      "3102/3486 \t LU_F_dis x TOS_S => 0.799\n",
      "3103/3486 \t LU_F_dis x TR_F => 0.763\n",
      "3104/3486 \t LU_F_dis x TR_S => 0.802\n",
      "3105/3486 \t LU_F_dis x UP1 => 0.686\n",
      "3106/3486 \t LU_F_dis x UP2 => 0.671\n",
      "3107/3486 \t LU_F_dis x UP3 => 0.683\n",
      "3108/3486 \t LU_S_big x AR => 0.683\n",
      "3109/3486 \t LU_S_big x AS_L_NA => 0.683\n",
      "3110/3486 \t LU_S_big x AS_L_WA => 0.683\n",
      "3111/3486 \t LU_S_big x BA_R_NA => 0.683\n",
      "3112/3486 \t LU_S_big x BA_R_WA => 0.683\n",
      "3113/3486 \t LU_S_big x BBS_F_BK => 0.683\n",
      "3114/3486 \t LU_S_big x BBS_F_FT => 0.683\n",
      "3115/3486 \t LU_S_big x BBS_S_BK => 0.683\n",
      "3116/3486 \t LU_S_big x BBS_S_FT => 0.683\n",
      "3117/3486 \t LU_S_big x BJ_BK => 0.683\n",
      "3118/3486 \t LU_S_big x BJ_FT => 0.683\n",
      "3119/3486 \t LU_S_big x BJ_LT => 0.683\n",
      "3120/3486 \t LU_S_big x BJ_RT => 0.683\n",
      "3121/3486 \t LU_S_big x BSS_F_BK => 0.683\n",
      "3122/3486 \t LU_S_big x BSS_F_FT => 0.683\n",
      "3123/3486 \t LU_S_big x BSS_S_BK => 0.683\n",
      "3124/3486 \t LU_S_big x BSS_S_FT => 0.683\n",
      "3125/3486 \t LU_S_big x BS_F_BK => 0.683\n",
      "3126/3486 \t LU_S_big x BS_F_FT => 0.683\n",
      "3127/3486 \t LU_S_big x BS_F_LT => 0.683\n",
      "3128/3486 \t LU_S_big x BS_F_RT => 0.683\n",
      "3129/3486 \t LU_S_big x BS_S_BK => 0.683\n",
      "3130/3486 \t LU_S_big x BS_S_FT => 0.683\n",
      "3131/3486 \t LU_S_big x BS_S_LT => 0.683\n",
      "3132/3486 \t LU_S_big x BS_S_RT => 0.683\n",
      "3133/3486 \t LU_S_big x CH => 0.683\n",
      "3134/3486 \t LU_S_big x CU_R_NA => 0.683\n",
      "3135/3486 \t LU_S_big x CU_R_WA => 0.683\n",
      "3136/3486 \t LU_S_big x EF => 0.683\n",
      "3137/3486 \t LU_S_big x FR_R_NA => 0.683\n",
      "3138/3486 \t LU_S_big x FR_R_WA => 0.683\n",
      "3139/3486 \t LU_S_big x LD_F_dis => 0.683\n",
      "3140/3486 \t LU_S_big x LD_F_small => 0.683\n",
      "3141/3486 \t LU_S_big x LD_S_dis => 0.683\n",
      "3142/3486 \t LU_S_big x LD_S_small => 0.683\n",
      "3143/3486 \t LU_S_big x LU_F_big => 0.683\n",
      "3144/3486 \t LU_S_big x LU_F_dis => 0.683\n",
      "3145/3486 \t LU_S_big x LU_S_big => 1\n",
      "3146/3486 \t LU_S_big x LU_S_dis => 0.919\n",
      "3147/3486 \t LU_S_big x P1 => 0.691\n",
      "3148/3486 \t LU_S_big x P3 => 0.674\n",
      "3149/3486 \t LU_S_big x PB_F => 0.834\n",
      "3150/3486 \t LU_S_big x PB_S => 0.833\n",
      "3151/3486 \t LU_S_big x PC_F => 0.777\n",
      "3152/3486 \t LU_S_big x PC_S => 0.778\n",
      "3153/3486 \t LU_S_big x PE => 0.858\n",
      "3154/3486 \t LU_S_big x PV_R_F => 0.802\n",
      "3155/3486 \t LU_S_big x PV_R_S => 0.786\n",
      "3156/3486 \t LU_S_big x RV_R_F => 0.817\n",
      "3157/3486 \t LU_S_big x RV_R_S => 0.808\n",
      "3158/3486 \t LU_S_big x SB_R_NA => 0.85\n",
      "3159/3486 \t LU_S_big x SB_R_WA => 0.877\n",
      "3160/3486 \t LU_S_big x SJ_BK => 0.895\n",
      "3161/3486 \t LU_S_big x SJ_FT => 0.865\n",
      "3162/3486 \t LU_S_big x SJ_LT => 0.856\n",
      "3163/3486 \t LU_S_big x SJ_RT => 0.846\n",
      "3164/3486 \t LU_S_big x SS_F_BK => 0.787\n",
      "3165/3486 \t LU_S_big x SS_F_FT => 0.777\n",
      "3166/3486 \t LU_S_big x SS_F_LT => 0.815\n",
      "3167/3486 \t LU_S_big x SS_F_RT => 0.807\n",
      "3168/3486 \t LU_S_big x SS_S_BK => 0.729\n",
      "3169/3486 \t LU_S_big x SS_S_FT => 0.721\n",
      "3170/3486 \t LU_S_big x SS_S_LT => 0.821\n",
      "3171/3486 \t LU_S_big x SS_S_RT => 0.803\n",
      "3172/3486 \t LU_S_big x SYN_B => 0.673\n",
      "3173/3486 \t LU_S_big x SYN_K => 0.719\n",
      "3174/3486 \t LU_S_big x SYN_R => 0.815\n",
      "3175/3486 \t LU_S_big x SYN_S => 0.797\n",
      "3176/3486 \t LU_S_big x SYN_U => 0.808\n",
      "3177/3486 \t LU_S_big x TA => 0.933\n",
      "3178/3486 \t LU_S_big x TB_F_FB => 0.72\n",
      "3179/3486 \t LU_S_big x TB_S => 0.738\n",
      "3180/3486 \t LU_S_big x TB_S_FB => 0.678\n",
      "3181/3486 \t LU_S_big x TF_F => 0.842\n",
      "3182/3486 \t LU_S_big x TF_S => 0.803\n",
      "3183/3486 \t LU_S_big x TL_F => 0.847\n",
      "3184/3486 \t LU_S_big x TL_S => 0.823\n",
      "3185/3486 \t LU_S_big x TOS_F => 0.865\n",
      "3186/3486 \t LU_S_big x TOS_S => 0.821\n",
      "3187/3486 \t LU_S_big x TR_F => 0.834\n",
      "3188/3486 \t LU_S_big x TR_S => 0.84\n",
      "3189/3486 \t LU_S_big x UP1 => 0.777\n",
      "3190/3486 \t LU_S_big x UP2 => 0.713\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "3191/3486 \t LU_S_big x UP3 => 0.774\n",
      "3192/3486 \t LU_S_dis x AR => 0.774\n",
      "3193/3486 \t LU_S_dis x AS_L_NA => 0.774\n",
      "3194/3486 \t LU_S_dis x AS_L_WA => 0.774\n",
      "3195/3486 \t LU_S_dis x BA_R_NA => 0.774\n",
      "3196/3486 \t LU_S_dis x BA_R_WA => 0.774\n",
      "3197/3486 \t LU_S_dis x BBS_F_BK => 0.774\n",
      "3198/3486 \t LU_S_dis x BBS_F_FT => 0.774\n",
      "3199/3486 \t LU_S_dis x BBS_S_BK => 0.774\n",
      "3200/3486 \t LU_S_dis x BBS_S_FT => 0.774\n",
      "3201/3486 \t LU_S_dis x BJ_BK => 0.774\n",
      "3202/3486 \t LU_S_dis x BJ_FT => 0.774\n",
      "3203/3486 \t LU_S_dis x BJ_LT => 0.774\n",
      "3204/3486 \t LU_S_dis x BJ_RT => 0.774\n",
      "3205/3486 \t LU_S_dis x BSS_F_BK => 0.774\n",
      "3206/3486 \t LU_S_dis x BSS_F_FT => 0.774\n",
      "3207/3486 \t LU_S_dis x BSS_S_BK => 0.774\n",
      "3208/3486 \t LU_S_dis x BSS_S_FT => 0.774\n",
      "3209/3486 \t LU_S_dis x BS_F_BK => 0.774\n",
      "3210/3486 \t LU_S_dis x BS_F_FT => 0.774\n",
      "3211/3486 \t LU_S_dis x BS_F_LT => 0.774\n",
      "3212/3486 \t LU_S_dis x BS_F_RT => 0.774\n",
      "3213/3486 \t LU_S_dis x BS_S_BK => 0.774\n",
      "3214/3486 \t LU_S_dis x BS_S_FT => 0.774\n",
      "3215/3486 \t LU_S_dis x BS_S_LT => 0.774\n",
      "3216/3486 \t LU_S_dis x BS_S_RT => 0.774\n",
      "3217/3486 \t LU_S_dis x CH => 0.774\n",
      "3218/3486 \t LU_S_dis x CU_R_NA => 0.774\n",
      "3219/3486 \t LU_S_dis x CU_R_WA => 0.774\n",
      "3220/3486 \t LU_S_dis x EF => 0.774\n",
      "3221/3486 \t LU_S_dis x FR_R_NA => 0.774\n",
      "3222/3486 \t LU_S_dis x FR_R_WA => 0.774\n",
      "3223/3486 \t LU_S_dis x LD_F_dis => 0.774\n",
      "3224/3486 \t LU_S_dis x LD_F_small => 0.774\n",
      "3225/3486 \t LU_S_dis x LD_S_dis => 0.774\n",
      "3226/3486 \t LU_S_dis x LD_S_small => 0.774\n",
      "3227/3486 \t LU_S_dis x LU_F_big => 0.774\n",
      "3228/3486 \t LU_S_dis x LU_F_dis => 0.774\n",
      "3229/3486 \t LU_S_dis x LU_S_big => 0.774\n",
      "3230/3486 \t LU_S_dis x LU_S_dis => 1\n",
      "3231/3486 \t LU_S_dis x P1 => 0.697\n",
      "3232/3486 \t LU_S_dis x P3 => 0.66\n",
      "3233/3486 \t LU_S_dis x PB_F => 0.818\n",
      "3234/3486 \t LU_S_dis x PB_S => 0.826\n",
      "3235/3486 \t LU_S_dis x PC_F => 0.797\n",
      "3236/3486 \t LU_S_dis x PC_S => 0.778\n",
      "3237/3486 \t LU_S_dis x PE => 0.835\n",
      "3238/3486 \t LU_S_dis x PV_R_F => 0.802\n",
      "3239/3486 \t LU_S_dis x PV_R_S => 0.81\n",
      "3240/3486 \t LU_S_dis x RV_R_F => 0.825\n",
      "3241/3486 \t LU_S_dis x RV_R_S => 0.821\n",
      "3242/3486 \t LU_S_dis x SB_R_NA => 0.841\n",
      "3243/3486 \t LU_S_dis x SB_R_WA => 0.866\n",
      "3244/3486 \t LU_S_dis x SJ_BK => 0.894\n",
      "3245/3486 \t LU_S_dis x SJ_FT => 0.857\n",
      "3246/3486 \t LU_S_dis x SJ_LT => 0.86\n",
      "3247/3486 \t LU_S_dis x SJ_RT => 0.841\n",
      "3248/3486 \t LU_S_dis x SS_F_BK => 0.81\n",
      "3249/3486 \t LU_S_dis x SS_F_FT => 0.811\n",
      "3250/3486 \t LU_S_dis x SS_F_LT => 0.84\n",
      "3251/3486 \t LU_S_dis x SS_F_RT => 0.834\n",
      "3252/3486 \t LU_S_dis x SS_S_BK => 0.743\n",
      "3253/3486 \t LU_S_dis x SS_S_FT => 0.736\n",
      "3254/3486 \t LU_S_dis x SS_S_LT => 0.846\n",
      "3255/3486 \t LU_S_dis x SS_S_RT => 0.83\n",
      "3256/3486 \t LU_S_dis x SYN_B => 0.705\n",
      "3257/3486 \t LU_S_dis x SYN_K => 0.75\n",
      "3258/3486 \t LU_S_dis x SYN_R => 0.831\n",
      "3259/3486 \t LU_S_dis x SYN_S => 0.821\n",
      "3260/3486 \t LU_S_dis x SYN_U => 0.825\n",
      "3261/3486 \t LU_S_dis x TA => 0.893\n",
      "3262/3486 \t LU_S_dis x TB_F_FB => 0.729\n",
      "3263/3486 \t LU_S_dis x TB_S => 0.741\n",
      "3264/3486 \t LU_S_dis x TB_S_FB => 0.721\n",
      "3265/3486 \t LU_S_dis x TF_F => 0.856\n",
      "3266/3486 \t LU_S_dis x TF_S => 0.841\n",
      "3267/3486 \t LU_S_dis x TL_F => 0.842\n",
      "3268/3486 \t LU_S_dis x TL_S => 0.819\n",
      "3269/3486 \t LU_S_dis x TOS_F => 0.834\n",
      "3270/3486 \t LU_S_dis x TOS_S => 0.814\n",
      "3271/3486 \t LU_S_dis x TR_F => 0.798\n",
      "3272/3486 \t LU_S_dis x TR_S => 0.778\n",
      "3273/3486 \t LU_S_dis x UP1 => 0.764\n",
      "3274/3486 \t LU_S_dis x UP2 => 0.741\n",
      "3275/3486 \t LU_S_dis x UP3 => 0.737\n",
      "3276/3486 \t P1 x AR => 0.737\n",
      "3277/3486 \t P1 x AS_L_NA => 0.737\n",
      "3278/3486 \t P1 x AS_L_WA => 0.737\n",
      "3279/3486 \t P1 x BA_R_NA => 0.737\n",
      "3280/3486 \t P1 x BA_R_WA => 0.737\n",
      "3281/3486 \t P1 x BBS_F_BK => 0.737\n",
      "3282/3486 \t P1 x BBS_F_FT => 0.737\n",
      "3283/3486 \t P1 x BBS_S_BK => 0.737\n",
      "3284/3486 \t P1 x BBS_S_FT => 0.737\n",
      "3285/3486 \t P1 x BJ_BK => 0.737\n",
      "3286/3486 \t P1 x BJ_FT => 0.737\n",
      "3287/3486 \t P1 x BJ_LT => 0.737\n",
      "3288/3486 \t P1 x BJ_RT => 0.737\n",
      "3289/3486 \t P1 x BSS_F_BK => 0.737\n",
      "3290/3486 \t P1 x BSS_F_FT => 0.737\n",
      "3291/3486 \t P1 x BSS_S_BK => 0.737\n",
      "3292/3486 \t P1 x BSS_S_FT => 0.737\n",
      "3293/3486 \t P1 x BS_F_BK => 0.737\n",
      "3294/3486 \t P1 x BS_F_FT => 0.737\n",
      "3295/3486 \t P1 x BS_F_LT => 0.737\n",
      "3296/3486 \t P1 x BS_F_RT => 0.737\n",
      "3297/3486 \t P1 x BS_S_BK => 0.737\n",
      "3298/3486 \t P1 x BS_S_FT => 0.737\n",
      "3299/3486 \t P1 x BS_S_LT => 0.737\n",
      "3300/3486 \t P1 x BS_S_RT => 0.737\n",
      "3301/3486 \t P1 x CH => 0.737\n",
      "3302/3486 \t P1 x CU_R_NA => 0.737\n",
      "3303/3486 \t P1 x CU_R_WA => 0.737\n",
      "3304/3486 \t P1 x EF => 0.737\n",
      "3305/3486 \t P1 x FR_R_NA => 0.737\n",
      "3306/3486 \t P1 x FR_R_WA => 0.737\n",
      "3307/3486 \t P1 x LD_F_dis => 0.737\n",
      "3308/3486 \t P1 x LD_F_small => 0.737\n",
      "3309/3486 \t P1 x LD_S_dis => 0.737\n",
      "3310/3486 \t P1 x LD_S_small => 0.737\n",
      "3311/3486 \t P1 x LU_F_big => 0.737\n",
      "3312/3486 \t P1 x LU_F_dis => 0.737\n",
      "3313/3486 \t P1 x LU_S_big => 0.737\n",
      "3314/3486 \t P1 x LU_S_dis => 0.737\n",
      "3315/3486 \t P1 x P1 => 1\n",
      "3316/3486 \t P1 x P3 => 0.606\n",
      "3317/3486 \t P1 x PB_F => 0.695\n",
      "3318/3486 \t P1 x PB_S => 0.703\n",
      "3319/3486 \t P1 x PC_F => 0.647\n",
      "3320/3486 \t P1 x PC_S => 0.656\n",
      "3321/3486 \t P1 x PE => 0.691\n",
      "3322/3486 \t P1 x PV_R_F => 0.689\n",
      "3323/3486 \t P1 x PV_R_S => 0.73\n",
      "3324/3486 \t P1 x RV_R_F => 0.697\n",
      "3325/3486 \t P1 x RV_R_S => 0.693\n",
      "3326/3486 \t P1 x SB_R_NA => 0.718\n",
      "3327/3486 \t P1 x SB_R_WA => 0.723\n",
      "3328/3486 \t P1 x SJ_BK => 0.728\n",
      "3329/3486 \t P1 x SJ_FT => 0.728\n",
      "3330/3486 \t P1 x SJ_LT => 0.741\n",
      "3331/3486 \t P1 x SJ_RT => 0.712\n",
      "3332/3486 \t P1 x SS_F_BK => 0.679\n",
      "3333/3486 \t P1 x SS_F_FT => 0.681\n",
      "3334/3486 \t P1 x SS_F_LT => 0.708\n",
      "3335/3486 \t P1 x SS_F_RT => 0.709\n",
      "3336/3486 \t P1 x SS_S_BK => 0.65\n",
      "3337/3486 \t P1 x SS_S_FT => 0.699\n",
      "3338/3486 \t P1 x SS_S_LT => 0.708\n",
      "3339/3486 \t P1 x SS_S_RT => 0.732\n",
      "3340/3486 \t P1 x SYN_B => 0.597\n",
      "3341/3486 \t P1 x SYN_K => 0.624\n",
      "3342/3486 \t P1 x SYN_R => 0.717\n",
      "3343/3486 \t P1 x SYN_S => 0.745\n",
      "3344/3486 \t P1 x SYN_U => 0.714\n",
      "3345/3486 \t P1 x TA => 0.708\n",
      "3346/3486 \t P1 x TB_F_FB => 0.626\n",
      "3347/3486 \t P1 x TB_S => 0.658\n",
      "3348/3486 \t P1 x TB_S_FB => 0.651\n",
      "3349/3486 \t P1 x TF_F => 0.688\n",
      "3350/3486 \t P1 x TF_S => 0.693\n",
      "3351/3486 \t P1 x TL_F => 0.682\n",
      "3352/3486 \t P1 x TL_S => 0.696\n",
      "3353/3486 \t P1 x TOS_F => 0.699\n",
      "3354/3486 \t P1 x TOS_S => 0.693\n",
      "3355/3486 \t P1 x TR_F => 0.697\n",
      "3356/3486 \t P1 x TR_S => 0.684\n",
      "3357/3486 \t P1 x UP1 => 0.876\n",
      "3358/3486 \t P1 x UP2 => 0.676\n",
      "3359/3486 \t P1 x UP3 => 0.643\n",
      "3360/3486 \t P3 x AR => 0.643\n",
      "3361/3486 \t P3 x AS_L_NA => 0.643\n",
      "3362/3486 \t P3 x AS_L_WA => 0.643\n",
      "3363/3486 \t P3 x BA_R_NA => 0.643\n",
      "3364/3486 \t P3 x BA_R_WA => 0.643\n",
      "3365/3486 \t P3 x BBS_F_BK => 0.643\n",
      "3366/3486 \t P3 x BBS_F_FT => 0.643\n",
      "3367/3486 \t P3 x BBS_S_BK => 0.643\n",
      "3368/3486 \t P3 x BBS_S_FT => 0.643\n",
      "3369/3486 \t P3 x BJ_BK => 0.643\n",
      "3370/3486 \t P3 x BJ_FT => 0.643\n",
      "3371/3486 \t P3 x BJ_LT => 0.643\n",
      "3372/3486 \t P3 x BJ_RT => 0.643\n",
      "3373/3486 \t P3 x BSS_F_BK => 0.643\n",
      "3374/3486 \t P3 x BSS_F_FT => 0.643\n",
      "3375/3486 \t P3 x BSS_S_BK => 0.643\n",
      "3376/3486 \t P3 x BSS_S_FT => 0.643\n",
      "3377/3486 \t P3 x BS_F_BK => 0.643\n",
      "3378/3486 \t P3 x BS_F_FT => 0.643\n",
      "3379/3486 \t P3 x BS_F_LT => 0.643\n",
      "3380/3486 \t P3 x BS_F_RT => 0.643\n",
      "3381/3486 \t P3 x BS_S_BK => 0.643\n",
      "3382/3486 \t P3 x BS_S_FT => 0.643\n",
      "3383/3486 \t P3 x BS_S_LT => 0.643\n",
      "3384/3486 \t P3 x BS_S_RT => 0.643\n",
      "3385/3486 \t P3 x CH => 0.643\n",
      "3386/3486 \t P3 x CU_R_NA => 0.643\n",
      "3387/3486 \t P3 x CU_R_WA => 0.643\n",
      "3388/3486 \t P3 x EF => 0.643\n",
      "3389/3486 \t P3 x FR_R_NA => 0.643\n",
      "3390/3486 \t P3 x FR_R_WA => 0.643\n",
      "3391/3486 \t P3 x LD_F_dis => 0.643\n",
      "3392/3486 \t P3 x LD_F_small => 0.643\n",
      "3393/3486 \t P3 x LD_S_dis => 0.643\n",
      "3394/3486 \t P3 x LD_S_small => 0.643\n",
      "3395/3486 \t P3 x LU_F_big => 0.643\n",
      "3396/3486 \t P3 x LU_F_dis => 0.643\n",
      "3397/3486 \t P3 x LU_S_big => 0.643\n",
      "3398/3486 \t P3 x LU_S_dis => 0.643\n",
      "3399/3486 \t P3 x P1 => 0.643\n",
      "3400/3486 \t P3 x P3 => 1\n",
      "3401/3486 \t P3 x PB_F => 0.582\n",
      "3402/3486 \t P3 x PB_S => 0.627\n",
      "3403/3486 \t P3 x PC_F => 0.574\n",
      "3404/3486 \t P3 x PC_S => 0.577\n",
      "3405/3486 \t P3 x PE => 0.631\n",
      "3406/3486 \t P3 x PV_R_F => 0.607\n",
      "3407/3486 \t P3 x PV_R_S => 0.638\n",
      "3408/3486 \t P3 x RV_R_F => 0.613\n",
      "3409/3486 \t P3 x RV_R_S => 0.655\n",
      "3410/3486 \t P3 x SB_R_NA => 0.636\n",
      "3411/3486 \t P3 x SB_R_WA => 0.632\n",
      "3412/3486 \t P3 x SJ_BK => 0.662\n",
      "3413/3486 \t P3 x SJ_FT => 0.619\n",
      "3414/3486 \t P3 x SJ_LT => 0.607\n",
      "3415/3486 \t P3 x SJ_RT => 0.622\n",
      "3416/3486 \t P3 x SS_F_BK => 0.539\n",
      "3417/3486 \t P3 x SS_F_FT => 0.53\n",
      "3418/3486 \t P3 x SS_F_LT => 0.571\n",
      "3419/3486 \t P3 x SS_F_RT => 0.568\n",
      "3420/3486 \t P3 x SS_S_BK => 0.536\n",
      "3421/3486 \t P3 x SS_S_FT => 0.544\n",
      "3422/3486 \t P3 x SS_S_LT => 0.569\n",
      "3423/3486 \t P3 x SS_S_RT => 0.57\n",
      "3424/3486 \t P3 x SYN_B => 0.496\n",
      "3425/3486 \t P3 x SYN_K => 0.444\n",
      "3426/3486 \t P3 x SYN_R => 0.592\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "3427/3486 \t P3 x SYN_S => 0.552\n",
      "3428/3486 \t P3 x SYN_U => 0.566\n",
      "3429/3486 \t P3 x TA => 0.658\n",
      "3430/3486 \t P3 x TB_F_FB => 0.596\n",
      "3431/3486 \t P3 x TB_S => 0.695\n",
      "3432/3486 \t P3 x TB_S_FB => 0.581\n",
      "3433/3486 \t P3 x TF_F => 0.68\n",
      "3434/3486 \t P3 x TF_S => 0.652\n",
      "3435/3486 \t P3 x TL_F => 0.699\n",
      "3436/3486 \t P3 x TL_S => 0.65\n",
      "3437/3486 \t P3 x TOS_F => 0.692\n",
      "3438/3486 \t P3 x TOS_S => 0.608\n",
      "3439/3486 \t P3 x TR_F => 0.593\n",
      "3440/3486 \t P3 x TR_S => 0.642\n",
      "3441/3486 \t P3 x UP1 => 0.567\n",
      "3442/3486 \t P3 x UP2 => 0.608\n",
      "3443/3486 \t P3 x UP3 => 0.89\n",
      "3444/3486 \t PB_F x AR => 0.89\n",
      "3445/3486 \t PB_F x AS_L_NA => 0.89\n",
      "3446/3486 \t PB_F x AS_L_WA => 0.89\n",
      "3447/3486 \t PB_F x BA_R_NA => 0.89\n",
      "3448/3486 \t PB_F x BA_R_WA => 0.89\n",
      "3449/3486 \t PB_F x BBS_F_BK => 0.89\n",
      "3450/3486 \t PB_F x BBS_F_FT => 0.89\n",
      "3451/3486 \t PB_F x BBS_S_BK => 0.89\n",
      "3452/3486 \t PB_F x BBS_S_FT => 0.89\n",
      "3453/3486 \t PB_F x BJ_BK => 0.89\n",
      "3454/3486 \t PB_F x BJ_FT => 0.89\n",
      "3455/3486 \t PB_F x BJ_LT => 0.89\n",
      "3456/3486 \t PB_F x BJ_RT => 0.89\n",
      "3457/3486 \t PB_F x BSS_F_BK => 0.89\n",
      "3458/3486 \t PB_F x BSS_F_FT => 0.89\n",
      "3459/3486 \t PB_F x BSS_S_BK => 0.89\n",
      "3460/3486 \t PB_F x BSS_S_FT => 0.89\n",
      "3461/3486 \t PB_F x BS_F_BK => 0.89\n",
      "3462/3486 \t PB_F x BS_F_FT => 0.89\n",
      "3463/3486 \t PB_F x BS_F_LT => 0.89\n",
      "3464/3486 \t PB_F x BS_F_RT => 0.89\n",
      "3465/3486 \t PB_F x BS_S_BK => 0.89\n",
      "3466/3486 \t PB_F x BS_S_FT => 0.89\n",
      "3467/3486 \t PB_F x BS_S_LT => 0.89\n",
      "3468/3486 \t PB_F x BS_S_RT => 0.89\n",
      "3469/3486 \t PB_F x CH => 0.89\n",
      "3470/3486 \t PB_F x CU_R_NA => 0.89\n",
      "3471/3486 \t PB_F x CU_R_WA => 0.89\n",
      "3472/3486 \t PB_F x EF => 0.89\n",
      "3473/3486 \t PB_F x FR_R_NA => 0.89\n",
      "3474/3486 \t PB_F x FR_R_WA => 0.89\n",
      "3475/3486 \t PB_F x LD_F_dis => 0.89\n",
      "3476/3486 \t PB_F x LD_F_small => 0.89\n",
      "3477/3486 \t PB_F x LD_S_dis => 0.89\n",
      "3478/3486 \t PB_F x LD_S_small => 0.89\n",
      "3479/3486 \t PB_F x LU_F_big => 0.89\n",
      "3480/3486 \t PB_F x LU_F_dis => 0.89\n",
      "3481/3486 \t PB_F x LU_S_big => 0.89\n",
      "3482/3486 \t PB_F x LU_S_dis => 0.89\n",
      "3483/3486 \t PB_F x P1 => 0.89\n",
      "3484/3486 \t PB_F x P3 => 0.89\n",
      "3485/3486 \t PB_F x PB_F => 1\n",
      "3486/3486 \t PB_F x PB_S => 0.959\n",
      "3487/3486 \t PB_F x PC_F => 0.796\n",
      "3488/3486 \t PB_F x PC_S => 0.808\n",
      "3489/3486 \t PB_F x PE => 0.711\n",
      "3490/3486 \t PB_F x PV_R_F => 0.78\n",
      "3491/3486 \t PB_F x PV_R_S => 0.816\n",
      "3492/3486 \t PB_F x RV_R_F => 0.78\n",
      "3493/3486 \t PB_F x RV_R_S => 0.816\n",
      "3494/3486 \t PB_F x SB_R_NA => 0.771\n",
      "3495/3486 \t PB_F x SB_R_WA => 0.798\n",
      "3496/3486 \t PB_F x SJ_BK => 0.861\n",
      "3497/3486 \t PB_F x SJ_FT => 0.844\n",
      "3498/3486 \t PB_F x SJ_LT => 0.818\n",
      "3499/3486 \t PB_F x SJ_RT => 0.873\n",
      "3500/3486 \t PB_F x SS_F_BK => 0.782\n",
      "3501/3486 \t PB_F x SS_F_FT => 0.767\n",
      "3502/3486 \t PB_F x SS_F_LT => 0.828\n",
      "3503/3486 \t PB_F x SS_F_RT => 0.836\n",
      "3504/3486 \t PB_F x SS_S_BK => 0.773\n",
      "3505/3486 \t PB_F x SS_S_FT => 0.788\n",
      "3506/3486 \t PB_F x SS_S_LT => 0.83\n",
      "3507/3486 \t PB_F x SS_S_RT => 0.827\n",
      "3508/3486 \t PB_F x SYN_B => 0.595\n",
      "3509/3486 \t PB_F x SYN_K => 0.718\n",
      "3510/3486 \t PB_F x SYN_R => 0.832\n",
      "3511/3486 \t PB_F x SYN_S => 0.789\n",
      "3512/3486 \t PB_F x SYN_U => 0.84\n",
      "3513/3486 \t PB_F x TA => 0.784\n",
      "3514/3486 \t PB_F x TB_F_FB => 0.686\n",
      "3515/3486 \t PB_F x TB_S => 0.74\n",
      "3516/3486 \t PB_F x TB_S_FB => 0.702\n",
      "3517/3486 \t PB_F x TF_F => 0.809\n",
      "3518/3486 \t PB_F x TF_S => 0.856\n",
      "3519/3486 \t PB_F x TL_F => 0.784\n",
      "3520/3486 \t PB_F x TL_S => 0.777\n",
      "3521/3486 \t PB_F x TOS_F => 0.814\n",
      "3522/3486 \t PB_F x TOS_S => 0.784\n",
      "3523/3486 \t PB_F x TR_F => 0.773\n",
      "3524/3486 \t PB_F x TR_S => 0.78\n",
      "3525/3486 \t PB_F x UP1 => 0.685\n",
      "3526/3486 \t PB_F x UP2 => 0.719\n",
      "3527/3486 \t PB_F x UP3 => 0.628\n",
      "3528/3486 \t PB_S x AR => 0.628\n",
      "3529/3486 \t PB_S x AS_L_NA => 0.628\n",
      "3530/3486 \t PB_S x AS_L_WA => 0.628\n",
      "3531/3486 \t PB_S x BA_R_NA => 0.628\n",
      "3532/3486 \t PB_S x BA_R_WA => 0.628\n",
      "3533/3486 \t PB_S x BBS_F_BK => 0.628\n",
      "3534/3486 \t PB_S x BBS_F_FT => 0.628\n",
      "3535/3486 \t PB_S x BBS_S_BK => 0.628\n",
      "3536/3486 \t PB_S x BBS_S_FT => 0.628\n",
      "3537/3486 \t PB_S x BJ_BK => 0.628\n",
      "3538/3486 \t PB_S x BJ_FT => 0.628\n",
      "3539/3486 \t PB_S x BJ_LT => 0.628\n",
      "3540/3486 \t PB_S x BJ_RT => 0.628\n",
      "3541/3486 \t PB_S x BSS_F_BK => 0.628\n",
      "3542/3486 \t PB_S x BSS_F_FT => 0.628\n",
      "3543/3486 \t PB_S x BSS_S_BK => 0.628\n",
      "3544/3486 \t PB_S x BSS_S_FT => 0.628\n",
      "3545/3486 \t PB_S x BS_F_BK => 0.628\n",
      "3546/3486 \t PB_S x BS_F_FT => 0.628\n",
      "3547/3486 \t PB_S x BS_F_LT => 0.628\n",
      "3548/3486 \t PB_S x BS_F_RT => 0.628\n",
      "3549/3486 \t PB_S x BS_S_BK => 0.628\n",
      "3550/3486 \t PB_S x BS_S_FT => 0.628\n",
      "3551/3486 \t PB_S x BS_S_LT => 0.628\n",
      "3552/3486 \t PB_S x BS_S_RT => 0.628\n",
      "3553/3486 \t PB_S x CH => 0.628\n",
      "3554/3486 \t PB_S x CU_R_NA => 0.628\n",
      "3555/3486 \t PB_S x CU_R_WA => 0.628\n",
      "3556/3486 \t PB_S x EF => 0.628\n",
      "3557/3486 \t PB_S x FR_R_NA => 0.628\n",
      "3558/3486 \t PB_S x FR_R_WA => 0.628\n",
      "3559/3486 \t PB_S x LD_F_dis => 0.628\n",
      "3560/3486 \t PB_S x LD_F_small => 0.628\n",
      "3561/3486 \t PB_S x LD_S_dis => 0.628\n",
      "3562/3486 \t PB_S x LD_S_small => 0.628\n",
      "3563/3486 \t PB_S x LU_F_big => 0.628\n",
      "3564/3486 \t PB_S x LU_F_dis => 0.628\n",
      "3565/3486 \t PB_S x LU_S_big => 0.628\n",
      "3566/3486 \t PB_S x LU_S_dis => 0.628\n",
      "3567/3486 \t PB_S x P1 => 0.628\n",
      "3568/3486 \t PB_S x P3 => 0.628\n",
      "3569/3486 \t PB_S x PB_F => 0.628\n",
      "3570/3486 \t PB_S x PB_S => 1\n",
      "3571/3486 \t PB_S x PC_F => 0.815\n",
      "3572/3486 \t PB_S x PC_S => 0.791\n",
      "3573/3486 \t PB_S x PE => 0.731\n",
      "3574/3486 \t PB_S x PV_R_F => 0.756\n",
      "3575/3486 \t PB_S x PV_R_S => 0.825\n",
      "3576/3486 \t PB_S x RV_R_F => 0.79\n",
      "3577/3486 \t PB_S x RV_R_S => 0.825\n",
      "3578/3486 \t PB_S x SB_R_NA => 0.817\n",
      "3579/3486 \t PB_S x SB_R_WA => 0.832\n",
      "3580/3486 \t PB_S x SJ_BK => 0.875\n",
      "3581/3486 \t PB_S x SJ_FT => 0.86\n",
      "3582/3486 \t PB_S x SJ_LT => 0.844\n",
      "3583/3486 \t PB_S x SJ_RT => 0.89\n",
      "3584/3486 \t PB_S x SS_F_BK => 0.819\n",
      "3585/3486 \t PB_S x SS_F_FT => 0.814\n",
      "3586/3486 \t PB_S x SS_F_LT => 0.864\n",
      "3587/3486 \t PB_S x SS_F_RT => 0.869\n",
      "3588/3486 \t PB_S x SS_S_BK => 0.803\n",
      "3589/3486 \t PB_S x SS_S_FT => 0.811\n",
      "3590/3486 \t PB_S x SS_S_LT => 0.86\n",
      "3591/3486 \t PB_S x SS_S_RT => 0.864\n",
      "3592/3486 \t PB_S x SYN_B => 0.67\n",
      "3593/3486 \t PB_S x SYN_K => 0.728\n",
      "3594/3486 \t PB_S x SYN_R => 0.87\n",
      "3595/3486 \t PB_S x SYN_S => 0.813\n",
      "3596/3486 \t PB_S x SYN_U => 0.881\n",
      "3597/3486 \t PB_S x TA => 0.803\n",
      "3598/3486 \t PB_S x TB_F_FB => 0.699\n",
      "3599/3486 \t PB_S x TB_S => 0.756\n",
      "3600/3486 \t PB_S x TB_S_FB => 0.709\n",
      "3601/3486 \t PB_S x TF_F => 0.845\n",
      "3602/3486 \t PB_S x TF_S => 0.848\n",
      "3603/3486 \t PB_S x TL_F => 0.829\n",
      "3604/3486 \t PB_S x TL_S => 0.823\n",
      "3605/3486 \t PB_S x TOS_F => 0.822\n",
      "3606/3486 \t PB_S x TOS_S => 0.808\n",
      "3607/3486 \t PB_S x TR_F => 0.798\n",
      "3608/3486 \t PB_S x TR_S => 0.798\n",
      "3609/3486 \t PB_S x UP1 => 0.675\n",
      "3610/3486 \t PB_S x UP2 => 0.688\n",
      "3611/3486 \t PB_S x UP3 => 0.657\n",
      "3612/3486 \t PC_F x AR => 0.657\n",
      "3613/3486 \t PC_F x AS_L_NA => 0.657\n",
      "3614/3486 \t PC_F x AS_L_WA => 0.657\n",
      "3615/3486 \t PC_F x BA_R_NA => 0.657\n",
      "3616/3486 \t PC_F x BA_R_WA => 0.657\n",
      "3617/3486 \t PC_F x BBS_F_BK => 0.657\n",
      "3618/3486 \t PC_F x BBS_F_FT => 0.657\n",
      "3619/3486 \t PC_F x BBS_S_BK => 0.657\n",
      "3620/3486 \t PC_F x BBS_S_FT => 0.657\n",
      "3621/3486 \t PC_F x BJ_BK => 0.657\n",
      "3622/3486 \t PC_F x BJ_FT => 0.657\n",
      "3623/3486 \t PC_F x BJ_LT => 0.657\n",
      "3624/3486 \t PC_F x BJ_RT => 0.657\n",
      "3625/3486 \t PC_F x BSS_F_BK => 0.657\n",
      "3626/3486 \t PC_F x BSS_F_FT => 0.657\n",
      "3627/3486 \t PC_F x BSS_S_BK => 0.657\n",
      "3628/3486 \t PC_F x BSS_S_FT => 0.657\n",
      "3629/3486 \t PC_F x BS_F_BK => 0.657\n",
      "3630/3486 \t PC_F x BS_F_FT => 0.657\n",
      "3631/3486 \t PC_F x BS_F_LT => 0.657\n",
      "3632/3486 \t PC_F x BS_F_RT => 0.657\n",
      "3633/3486 \t PC_F x BS_S_BK => 0.657\n",
      "3634/3486 \t PC_F x BS_S_FT => 0.657\n",
      "3635/3486 \t PC_F x BS_S_LT => 0.657\n",
      "3636/3486 \t PC_F x BS_S_RT => 0.657\n",
      "3637/3486 \t PC_F x CH => 0.657\n",
      "3638/3486 \t PC_F x CU_R_NA => 0.657\n",
      "3639/3486 \t PC_F x CU_R_WA => 0.657\n",
      "3640/3486 \t PC_F x EF => 0.657\n",
      "3641/3486 \t PC_F x FR_R_NA => 0.657\n",
      "3642/3486 \t PC_F x FR_R_WA => 0.657\n",
      "3643/3486 \t PC_F x LD_F_dis => 0.657\n",
      "3644/3486 \t PC_F x LD_F_small => 0.657\n",
      "3645/3486 \t PC_F x LD_S_dis => 0.657\n",
      "3646/3486 \t PC_F x LD_S_small => 0.657\n",
      "3647/3486 \t PC_F x LU_F_big => 0.657\n",
      "3648/3486 \t PC_F x LU_F_dis => 0.657\n",
      "3649/3486 \t PC_F x LU_S_big => 0.657\n",
      "3650/3486 \t PC_F x LU_S_dis => 0.657\n",
      "3651/3486 \t PC_F x P1 => 0.657\n",
      "3652/3486 \t PC_F x P3 => 0.657\n",
      "3653/3486 \t PC_F x PB_F => 0.657\n",
      "3654/3486 \t PC_F x PB_S => 0.657\n",
      "3655/3486 \t PC_F x PC_F => 1\n",
      "3656/3486 \t PC_F x PC_S => 0.965\n",
      "3657/3486 \t PC_F x PE => 0.664\n",
      "3658/3486 \t PC_F x PV_R_F => 0.72\n",
      "3659/3486 \t PC_F x PV_R_S => 0.769\n",
      "3660/3486 \t PC_F x RV_R_F => 0.751\n",
      "3661/3486 \t PC_F x RV_R_S => 0.774\n",
      "3662/3486 \t PC_F x SB_R_NA => 0.812\n",
      "3663/3486 \t PC_F x SB_R_WA => 0.768\n",
      "3664/3486 \t PC_F x SJ_BK => 0.813\n",
      "3665/3486 \t PC_F x SJ_FT => 0.816\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "3666/3486 \t PC_F x SJ_LT => 0.798\n",
      "3667/3486 \t PC_F x SJ_RT => 0.799\n",
      "3668/3486 \t PC_F x SS_F_BK => 0.718\n",
      "3669/3486 \t PC_F x SS_F_FT => 0.709\n",
      "3670/3486 \t PC_F x SS_F_LT => 0.763\n",
      "3671/3486 \t PC_F x SS_F_RT => 0.763\n",
      "3672/3486 \t PC_F x SS_S_BK => 0.712\n",
      "3673/3486 \t PC_F x SS_S_FT => 0.714\n",
      "3674/3486 \t PC_F x SS_S_LT => 0.759\n",
      "3675/3486 \t PC_F x SS_S_RT => 0.758\n",
      "3676/3486 \t PC_F x SYN_B => 0.509\n",
      "3677/3486 \t PC_F x SYN_K => 0.703\n",
      "3678/3486 \t PC_F x SYN_R => 0.772\n",
      "3679/3486 \t PC_F x SYN_S => 0.728\n",
      "3680/3486 \t PC_F x SYN_U => 0.838\n",
      "3681/3486 \t PC_F x TA => 0.747\n",
      "3682/3486 \t PC_F x TB_F_FB => 0.723\n",
      "3683/3486 \t PC_F x TB_S => 0.728\n",
      "3684/3486 \t PC_F x TB_S_FB => 0.696\n",
      "3685/3486 \t PC_F x TF_F => 0.795\n",
      "3686/3486 \t PC_F x TF_S => 0.781\n",
      "3687/3486 \t PC_F x TL_F => 0.81\n",
      "3688/3486 \t PC_F x TL_S => 0.798\n",
      "3689/3486 \t PC_F x TOS_F => 0.811\n",
      "3690/3486 \t PC_F x TOS_S => 0.807\n",
      "3691/3486 \t PC_F x TR_F => 0.776\n",
      "3692/3486 \t PC_F x TR_S => 0.786\n",
      "3693/3486 \t PC_F x UP1 => 0.635\n",
      "3694/3486 \t PC_F x UP2 => 0.626\n",
      "3695/3486 \t PC_F x UP3 => 0.624\n",
      "3696/3486 \t PC_S x AR => 0.624\n",
      "3697/3486 \t PC_S x AS_L_NA => 0.624\n",
      "3698/3486 \t PC_S x AS_L_WA => 0.624\n",
      "3699/3486 \t PC_S x BA_R_NA => 0.624\n",
      "3700/3486 \t PC_S x BA_R_WA => 0.624\n",
      "3701/3486 \t PC_S x BBS_F_BK => 0.624\n",
      "3702/3486 \t PC_S x BBS_F_FT => 0.624\n",
      "3703/3486 \t PC_S x BBS_S_BK => 0.624\n",
      "3704/3486 \t PC_S x BBS_S_FT => 0.624\n",
      "3705/3486 \t PC_S x BJ_BK => 0.624\n",
      "3706/3486 \t PC_S x BJ_FT => 0.624\n",
      "3707/3486 \t PC_S x BJ_LT => 0.624\n",
      "3708/3486 \t PC_S x BJ_RT => 0.624\n",
      "3709/3486 \t PC_S x BSS_F_BK => 0.624\n",
      "3710/3486 \t PC_S x BSS_F_FT => 0.624\n",
      "3711/3486 \t PC_S x BSS_S_BK => 0.624\n",
      "3712/3486 \t PC_S x BSS_S_FT => 0.624\n",
      "3713/3486 \t PC_S x BS_F_BK => 0.624\n",
      "3714/3486 \t PC_S x BS_F_FT => 0.624\n",
      "3715/3486 \t PC_S x BS_F_LT => 0.624\n",
      "3716/3486 \t PC_S x BS_F_RT => 0.624\n",
      "3717/3486 \t PC_S x BS_S_BK => 0.624\n",
      "3718/3486 \t PC_S x BS_S_FT => 0.624\n",
      "3719/3486 \t PC_S x BS_S_LT => 0.624\n",
      "3720/3486 \t PC_S x BS_S_RT => 0.624\n",
      "3721/3486 \t PC_S x CH => 0.624\n",
      "3722/3486 \t PC_S x CU_R_NA => 0.624\n",
      "3723/3486 \t PC_S x CU_R_WA => 0.624\n",
      "3724/3486 \t PC_S x EF => 0.624\n",
      "3725/3486 \t PC_S x FR_R_NA => 0.624\n",
      "3726/3486 \t PC_S x FR_R_WA => 0.624\n",
      "3727/3486 \t PC_S x LD_F_dis => 0.624\n",
      "3728/3486 \t PC_S x LD_F_small => 0.624\n",
      "3729/3486 \t PC_S x LD_S_dis => 0.624\n",
      "3730/3486 \t PC_S x LD_S_small => 0.624\n",
      "3731/3486 \t PC_S x LU_F_big => 0.624\n",
      "3732/3486 \t PC_S x LU_F_dis => 0.624\n",
      "3733/3486 \t PC_S x LU_S_big => 0.624\n",
      "3734/3486 \t PC_S x LU_S_dis => 0.624\n",
      "3735/3486 \t PC_S x P1 => 0.624\n",
      "3736/3486 \t PC_S x P3 => 0.624\n",
      "3737/3486 \t PC_S x PB_F => 0.624\n",
      "3738/3486 \t PC_S x PB_S => 0.624\n",
      "3739/3486 \t PC_S x PC_F => 0.624\n",
      "3740/3486 \t PC_S x PC_S => 1\n",
      "3741/3486 \t PC_S x PE => 0.659\n",
      "3742/3486 \t PC_S x PV_R_F => 0.727\n",
      "3743/3486 \t PC_S x PV_R_S => 0.774\n",
      "3744/3486 \t PC_S x RV_R_F => 0.752\n",
      "3745/3486 \t PC_S x RV_R_S => 0.772\n",
      "3746/3486 \t PC_S x SB_R_NA => 0.812\n",
      "3747/3486 \t PC_S x SB_R_WA => 0.762\n",
      "3748/3486 \t PC_S x SJ_BK => 0.806\n",
      "3749/3486 \t PC_S x SJ_FT => 0.819\n",
      "3750/3486 \t PC_S x SJ_LT => 0.797\n",
      "3751/3486 \t PC_S x SJ_RT => 0.791\n",
      "3752/3486 \t PC_S x SS_F_BK => 0.71\n",
      "3753/3486 \t PC_S x SS_F_FT => 0.707\n",
      "3754/3486 \t PC_S x SS_F_LT => 0.764\n",
      "3755/3486 \t PC_S x SS_F_RT => 0.764\n",
      "3756/3486 \t PC_S x SS_S_BK => 0.704\n",
      "3757/3486 \t PC_S x SS_S_FT => 0.722\n",
      "3758/3486 \t PC_S x SS_S_LT => 0.766\n",
      "3759/3486 \t PC_S x SS_S_RT => 0.758\n",
      "3760/3486 \t PC_S x SYN_B => 0.51\n",
      "3761/3486 \t PC_S x SYN_K => 0.693\n",
      "3762/3486 \t PC_S x SYN_R => 0.765\n",
      "3763/3486 \t PC_S x SYN_S => 0.731\n",
      "3764/3486 \t PC_S x SYN_U => 0.828\n",
      "3765/3486 \t PC_S x TA => 0.732\n",
      "3766/3486 \t PC_S x TB_F_FB => 0.719\n",
      "3767/3486 \t PC_S x TB_S => 0.727\n",
      "3768/3486 \t PC_S x TB_S_FB => 0.703\n",
      "3769/3486 \t PC_S x TF_F => 0.798\n",
      "3770/3486 \t PC_S x TF_S => 0.787\n",
      "3771/3486 \t PC_S x TL_F => 0.802\n",
      "3772/3486 \t PC_S x TL_S => 0.8\n",
      "3773/3486 \t PC_S x TOS_F => 0.799\n",
      "3774/3486 \t PC_S x TOS_S => 0.829\n",
      "3775/3486 \t PC_S x TR_F => 0.787\n",
      "3776/3486 \t PC_S x TR_S => 0.801\n",
      "3777/3486 \t PC_S x UP1 => 0.642\n",
      "3778/3486 \t PC_S x UP2 => 0.619\n",
      "3779/3486 \t PC_S x UP3 => 0.636\n",
      "3780/3486 \t PE x AR => 0.636\n",
      "3781/3486 \t PE x AS_L_NA => 0.636\n",
      "3782/3486 \t PE x AS_L_WA => 0.636\n",
      "3783/3486 \t PE x BA_R_NA => 0.636\n",
      "3784/3486 \t PE x BA_R_WA => 0.636\n",
      "3785/3486 \t PE x BBS_F_BK => 0.636\n",
      "3786/3486 \t PE x BBS_F_FT => 0.636\n",
      "3787/3486 \t PE x BBS_S_BK => 0.636\n",
      "3788/3486 \t PE x BBS_S_FT => 0.636\n",
      "3789/3486 \t PE x BJ_BK => 0.636\n",
      "3790/3486 \t PE x BJ_FT => 0.636\n",
      "3791/3486 \t PE x BJ_LT => 0.636\n",
      "3792/3486 \t PE x BJ_RT => 0.636\n",
      "3793/3486 \t PE x BSS_F_BK => 0.636\n",
      "3794/3486 \t PE x BSS_F_FT => 0.636\n",
      "3795/3486 \t PE x BSS_S_BK => 0.636\n",
      "3796/3486 \t PE x BSS_S_FT => 0.636\n",
      "3797/3486 \t PE x BS_F_BK => 0.636\n",
      "3798/3486 \t PE x BS_F_FT => 0.636\n",
      "3799/3486 \t PE x BS_F_LT => 0.636\n",
      "3800/3486 \t PE x BS_F_RT => 0.636\n",
      "3801/3486 \t PE x BS_S_BK => 0.636\n",
      "3802/3486 \t PE x BS_S_FT => 0.636\n",
      "3803/3486 \t PE x BS_S_LT => 0.636\n",
      "3804/3486 \t PE x BS_S_RT => 0.636\n",
      "3805/3486 \t PE x CH => 0.636\n",
      "3806/3486 \t PE x CU_R_NA => 0.636\n",
      "3807/3486 \t PE x CU_R_WA => 0.636\n",
      "3808/3486 \t PE x EF => 0.636\n",
      "3809/3486 \t PE x FR_R_NA => 0.636\n",
      "3810/3486 \t PE x FR_R_WA => 0.636\n",
      "3811/3486 \t PE x LD_F_dis => 0.636\n",
      "3812/3486 \t PE x LD_F_small => 0.636\n",
      "3813/3486 \t PE x LD_S_dis => 0.636\n",
      "3814/3486 \t PE x LD_S_small => 0.636\n",
      "3815/3486 \t PE x LU_F_big => 0.636\n",
      "3816/3486 \t PE x LU_F_dis => 0.636\n",
      "3817/3486 \t PE x LU_S_big => 0.636\n",
      "3818/3486 \t PE x LU_S_dis => 0.636\n",
      "3819/3486 \t PE x P1 => 0.636\n",
      "3820/3486 \t PE x P3 => 0.636\n",
      "3821/3486 \t PE x PB_F => 0.636\n",
      "3822/3486 \t PE x PB_S => 0.636\n",
      "3823/3486 \t PE x PC_F => 0.636\n",
      "3824/3486 \t PE x PC_S => 0.636\n",
      "3825/3486 \t PE x PE => 1\n",
      "3826/3486 \t PE x PV_R_F => 0.658\n",
      "3827/3486 \t PE x PV_R_S => 0.727\n",
      "3828/3486 \t PE x RV_R_F => 0.699\n",
      "3829/3486 \t PE x RV_R_S => 0.733\n",
      "3830/3486 \t PE x SB_R_NA => 0.742\n",
      "3831/3486 \t PE x SB_R_WA => 0.787\n",
      "3832/3486 \t PE x SJ_BK => 0.678\n",
      "3833/3486 \t PE x SJ_FT => 0.684\n",
      "3834/3486 \t PE x SJ_LT => 0.751\n",
      "3835/3486 \t PE x SJ_RT => 0.678\n",
      "3836/3486 \t PE x SS_F_BK => 0.574\n",
      "3837/3486 \t PE x SS_F_FT => 0.55\n",
      "3838/3486 \t PE x SS_F_LT => 0.642\n",
      "3839/3486 \t PE x SS_F_RT => 0.633\n",
      "3840/3486 \t PE x SS_S_BK => 0.661\n",
      "3841/3486 \t PE x SS_S_FT => 0.669\n",
      "3842/3486 \t PE x SS_S_LT => 0.636\n",
      "3843/3486 \t PE x SS_S_RT => 0.64\n",
      "3844/3486 \t PE x SYN_B => 0.498\n",
      "3845/3486 \t PE x SYN_K => 0.524\n",
      "3846/3486 \t PE x SYN_R => 0.678\n",
      "3847/3486 \t PE x SYN_S => 0.661\n",
      "3848/3486 \t PE x SYN_U => 0.692\n",
      "3849/3486 \t PE x TA => 0.744\n",
      "3850/3486 \t PE x TB_F_FB => 0.556\n",
      "3851/3486 \t PE x TB_S => 0.675\n",
      "3852/3486 \t PE x TB_S_FB => 0.612\n",
      "3853/3486 \t PE x TF_F => 0.656\n",
      "3854/3486 \t PE x TF_S => 0.711\n",
      "3855/3486 \t PE x TL_F => 0.664\n",
      "3856/3486 \t PE x TL_S => 0.707\n",
      "3857/3486 \t PE x TOS_F => 0.644\n",
      "3858/3486 \t PE x TOS_S => 0.707\n",
      "3859/3486 \t PE x TR_F => 0.673\n",
      "3860/3486 \t PE x TR_S => 0.726\n",
      "3861/3486 \t PE x UP1 => 0.695\n",
      "3862/3486 \t PE x UP2 => 0.644\n",
      "3863/3486 \t PE x UP3 => 0.601\n",
      "3864/3486 \t PV_R_F x AR => 0.601\n",
      "3865/3486 \t PV_R_F x AS_L_NA => 0.601\n",
      "3866/3486 \t PV_R_F x AS_L_WA => 0.601\n",
      "3867/3486 \t PV_R_F x BA_R_NA => 0.601\n",
      "3868/3486 \t PV_R_F x BA_R_WA => 0.601\n",
      "3869/3486 \t PV_R_F x BBS_F_BK => 0.601\n",
      "3870/3486 \t PV_R_F x BBS_F_FT => 0.601\n",
      "3871/3486 \t PV_R_F x BBS_S_BK => 0.601\n",
      "3872/3486 \t PV_R_F x BBS_S_FT => 0.601\n",
      "3873/3486 \t PV_R_F x BJ_BK => 0.601\n",
      "3874/3486 \t PV_R_F x BJ_FT => 0.601\n",
      "3875/3486 \t PV_R_F x BJ_LT => 0.601\n",
      "3876/3486 \t PV_R_F x BJ_RT => 0.601\n",
      "3877/3486 \t PV_R_F x BSS_F_BK => 0.601\n",
      "3878/3486 \t PV_R_F x BSS_F_FT => 0.601\n",
      "3879/3486 \t PV_R_F x BSS_S_BK => 0.601\n",
      "3880/3486 \t PV_R_F x BSS_S_FT => 0.601\n",
      "3881/3486 \t PV_R_F x BS_F_BK => 0.601\n",
      "3882/3486 \t PV_R_F x BS_F_FT => 0.601\n",
      "3883/3486 \t PV_R_F x BS_F_LT => 0.601\n",
      "3884/3486 \t PV_R_F x BS_F_RT => 0.601\n",
      "3885/3486 \t PV_R_F x BS_S_BK => 0.601\n",
      "3886/3486 \t PV_R_F x BS_S_FT => 0.601\n",
      "3887/3486 \t PV_R_F x BS_S_LT => 0.601\n",
      "3888/3486 \t PV_R_F x BS_S_RT => 0.601\n",
      "3889/3486 \t PV_R_F x CH => 0.601\n",
      "3890/3486 \t PV_R_F x CU_R_NA => 0.601\n",
      "3891/3486 \t PV_R_F x CU_R_WA => 0.601\n",
      "3892/3486 \t PV_R_F x EF => 0.601\n",
      "3893/3486 \t PV_R_F x FR_R_NA => 0.601\n",
      "3894/3486 \t PV_R_F x FR_R_WA => 0.601\n",
      "3895/3486 \t PV_R_F x LD_F_dis => 0.601\n",
      "3896/3486 \t PV_R_F x LD_F_small => 0.601\n",
      "3897/3486 \t PV_R_F x LD_S_dis => 0.601\n",
      "3898/3486 \t PV_R_F x LD_S_small => 0.601\n",
      "3899/3486 \t PV_R_F x LU_F_big => 0.601\n",
      "3900/3486 \t PV_R_F x LU_F_dis => 0.601\n",
      "3901/3486 \t PV_R_F x LU_S_big => 0.601\n",
      "3902/3486 \t PV_R_F x LU_S_dis => 0.601\n",
      "3903/3486 \t PV_R_F x P1 => 0.601\n",
      "3904/3486 \t PV_R_F x P3 => 0.601\n",
      "3905/3486 \t PV_R_F x PB_F => 0.601\n",
      "3906/3486 \t PV_R_F x PB_S => 0.601\n",
      "3907/3486 \t PV_R_F x PC_F => 0.601\n",
      "3908/3486 \t PV_R_F x PC_S => 0.601\n",
      "3909/3486 \t PV_R_F x PE => 0.601\n",
      "3910/3486 \t PV_R_F x PV_R_F => 1\n",
      "3911/3486 \t PV_R_F x PV_R_S => 0.915\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "3912/3486 \t PV_R_F x RV_R_F => 0.784\n",
      "3913/3486 \t PV_R_F x RV_R_S => 0.785\n",
      "3914/3486 \t PV_R_F x SB_R_NA => 0.754\n",
      "3915/3486 \t PV_R_F x SB_R_WA => 0.782\n",
      "3916/3486 \t PV_R_F x SJ_BK => 0.812\n",
      "3917/3486 \t PV_R_F x SJ_FT => 0.792\n",
      "3918/3486 \t PV_R_F x SJ_LT => 0.762\n",
      "3919/3486 \t PV_R_F x SJ_RT => 0.763\n",
      "3920/3486 \t PV_R_F x SS_F_BK => 0.777\n",
      "3921/3486 \t PV_R_F x SS_F_FT => 0.783\n",
      "3922/3486 \t PV_R_F x SS_F_LT => 0.778\n",
      "3923/3486 \t PV_R_F x SS_F_RT => 0.781\n",
      "3924/3486 \t PV_R_F x SS_S_BK => 0.774\n",
      "3925/3486 \t PV_R_F x SS_S_FT => 0.788\n",
      "3926/3486 \t PV_R_F x SS_S_LT => 0.78\n",
      "3927/3486 \t PV_R_F x SS_S_RT => 0.777\n",
      "3928/3486 \t PV_R_F x SYN_B => 0.56\n",
      "3929/3486 \t PV_R_F x SYN_K => 0.667\n",
      "3930/3486 \t PV_R_F x SYN_R => 0.785\n",
      "3931/3486 \t PV_R_F x SYN_S => 0.776\n",
      "3932/3486 \t PV_R_F x SYN_U => 0.771\n",
      "3933/3486 \t PV_R_F x TA => 0.735\n",
      "3934/3486 \t PV_R_F x TB_F_FB => 0.73\n",
      "3935/3486 \t PV_R_F x TB_S => 0.799\n",
      "3936/3486 \t PV_R_F x TB_S_FB => 0.729\n",
      "3937/3486 \t PV_R_F x TF_F => 0.794\n",
      "3938/3486 \t PV_R_F x TF_S => 0.836\n",
      "3939/3486 \t PV_R_F x TL_F => 0.766\n",
      "3940/3486 \t PV_R_F x TL_S => 0.798\n",
      "3941/3486 \t PV_R_F x TOS_F => 0.784\n",
      "3942/3486 \t PV_R_F x TOS_S => 0.785\n",
      "3943/3486 \t PV_R_F x TR_F => 0.759\n",
      "3944/3486 \t PV_R_F x TR_S => 0.787\n",
      "3945/3486 \t PV_R_F x UP1 => 0.679\n",
      "3946/3486 \t PV_R_F x UP2 => 0.676\n",
      "3947/3486 \t PV_R_F x UP3 => 0.664\n",
      "3948/3486 \t PV_R_S x AR => 0.664\n",
      "3949/3486 \t PV_R_S x AS_L_NA => 0.664\n",
      "3950/3486 \t PV_R_S x AS_L_WA => 0.664\n",
      "3951/3486 \t PV_R_S x BA_R_NA => 0.664\n",
      "3952/3486 \t PV_R_S x BA_R_WA => 0.664\n",
      "3953/3486 \t PV_R_S x BBS_F_BK => 0.664\n",
      "3954/3486 \t PV_R_S x BBS_F_FT => 0.664\n",
      "3955/3486 \t PV_R_S x BBS_S_BK => 0.664\n",
      "3956/3486 \t PV_R_S x BBS_S_FT => 0.664\n",
      "3957/3486 \t PV_R_S x BJ_BK => 0.664\n",
      "3958/3486 \t PV_R_S x BJ_FT => 0.664\n",
      "3959/3486 \t PV_R_S x BJ_LT => 0.664\n",
      "3960/3486 \t PV_R_S x BJ_RT => 0.664\n",
      "3961/3486 \t PV_R_S x BSS_F_BK => 0.664\n",
      "3962/3486 \t PV_R_S x BSS_F_FT => 0.664\n",
      "3963/3486 \t PV_R_S x BSS_S_BK => 0.664\n",
      "3964/3486 \t PV_R_S x BSS_S_FT => 0.664\n",
      "3965/3486 \t PV_R_S x BS_F_BK => 0.664\n",
      "3966/3486 \t PV_R_S x BS_F_FT => 0.664\n",
      "3967/3486 \t PV_R_S x BS_F_LT => 0.664\n",
      "3968/3486 \t PV_R_S x BS_F_RT => 0.664\n",
      "3969/3486 \t PV_R_S x BS_S_BK => 0.664\n",
      "3970/3486 \t PV_R_S x BS_S_FT => 0.664\n",
      "3971/3486 \t PV_R_S x BS_S_LT => 0.664\n",
      "3972/3486 \t PV_R_S x BS_S_RT => 0.664\n",
      "3973/3486 \t PV_R_S x CH => 0.664\n",
      "3974/3486 \t PV_R_S x CU_R_NA => 0.664\n",
      "3975/3486 \t PV_R_S x CU_R_WA => 0.664\n",
      "3976/3486 \t PV_R_S x EF => 0.664\n",
      "3977/3486 \t PV_R_S x FR_R_NA => 0.664\n",
      "3978/3486 \t PV_R_S x FR_R_WA => 0.664\n",
      "3979/3486 \t PV_R_S x LD_F_dis => 0.664\n",
      "3980/3486 \t PV_R_S x LD_F_small => 0.664\n",
      "3981/3486 \t PV_R_S x LD_S_dis => 0.664\n",
      "3982/3486 \t PV_R_S x LD_S_small => 0.664\n",
      "3983/3486 \t PV_R_S x LU_F_big => 0.664\n",
      "3984/3486 \t PV_R_S x LU_F_dis => 0.664\n",
      "3985/3486 \t PV_R_S x LU_S_big => 0.664\n",
      "3986/3486 \t PV_R_S x LU_S_dis => 0.664\n",
      "3987/3486 \t PV_R_S x P1 => 0.664\n",
      "3988/3486 \t PV_R_S x P3 => 0.664\n",
      "3989/3486 \t PV_R_S x PB_F => 0.664\n",
      "3990/3486 \t PV_R_S x PB_S => 0.664\n",
      "3991/3486 \t PV_R_S x PC_F => 0.664\n",
      "3992/3486 \t PV_R_S x PC_S => 0.664\n",
      "3993/3486 \t PV_R_S x PE => 0.664\n",
      "3994/3486 \t PV_R_S x PV_R_F => 0.664\n",
      "3995/3486 \t PV_R_S x PV_R_S => 1\n",
      "3996/3486 \t PV_R_S x RV_R_F => 0.808\n",
      "3997/3486 \t PV_R_S x RV_R_S => 0.824\n",
      "3998/3486 \t PV_R_S x SB_R_NA => 0.794\n",
      "3999/3486 \t PV_R_S x SB_R_WA => 0.797\n",
      "4000/3486 \t PV_R_S x SJ_BK => 0.847\n",
      "4001/3486 \t PV_R_S x SJ_FT => 0.84\n",
      "4002/3486 \t PV_R_S x SJ_LT => 0.82\n",
      "4003/3486 \t PV_R_S x SJ_RT => 0.829\n",
      "4004/3486 \t PV_R_S x SS_F_BK => 0.829\n",
      "4005/3486 \t PV_R_S x SS_F_FT => 0.833\n",
      "4006/3486 \t PV_R_S x SS_F_LT => 0.839\n",
      "4007/3486 \t PV_R_S x SS_F_RT => 0.839\n",
      "4008/3486 \t PV_R_S x SS_S_BK => 0.802\n",
      "4009/3486 \t PV_R_S x SS_S_FT => 0.813\n",
      "4010/3486 \t PV_R_S x SS_S_LT => 0.835\n",
      "4011/3486 \t PV_R_S x SS_S_RT => 0.835\n",
      "4012/3486 \t PV_R_S x SYN_B => 0.652\n",
      "4013/3486 \t PV_R_S x SYN_K => 0.712\n",
      "4014/3486 \t PV_R_S x SYN_R => 0.838\n",
      "4015/3486 \t PV_R_S x SYN_S => 0.831\n",
      "4016/3486 \t PV_R_S x SYN_U => 0.845\n",
      "4017/3486 \t PV_R_S x TA => 0.772\n",
      "4018/3486 \t PV_R_S x TB_F_FB => 0.753\n",
      "4019/3486 \t PV_R_S x TB_S => 0.796\n",
      "4020/3486 \t PV_R_S x TB_S_FB => 0.76\n",
      "4021/3486 \t PV_R_S x TF_F => 0.825\n",
      "4022/3486 \t PV_R_S x TF_S => 0.862\n",
      "4023/3486 \t PV_R_S x TL_F => 0.816\n",
      "4024/3486 \t PV_R_S x TL_S => 0.822\n",
      "4025/3486 \t PV_R_S x TOS_F => 0.837\n",
      "4026/3486 \t PV_R_S x TOS_S => 0.838\n",
      "4027/3486 \t PV_R_S x TR_F => 0.817\n",
      "4028/3486 \t PV_R_S x TR_S => 0.827\n",
      "4029/3486 \t PV_R_S x UP1 => 0.744\n",
      "4030/3486 \t PV_R_S x UP2 => 0.737\n",
      "4031/3486 \t PV_R_S x UP3 => 0.726\n",
      "4032/3486 \t RV_R_F x AR => 0.726\n",
      "4033/3486 \t RV_R_F x AS_L_NA => 0.726\n",
      "4034/3486 \t RV_R_F x AS_L_WA => 0.726\n",
      "4035/3486 \t RV_R_F x BA_R_NA => 0.726\n",
      "4036/3486 \t RV_R_F x BA_R_WA => 0.726\n",
      "4037/3486 \t RV_R_F x BBS_F_BK => 0.726\n",
      "4038/3486 \t RV_R_F x BBS_F_FT => 0.726\n",
      "4039/3486 \t RV_R_F x BBS_S_BK => 0.726\n",
      "4040/3486 \t RV_R_F x BBS_S_FT => 0.726\n",
      "4041/3486 \t RV_R_F x BJ_BK => 0.726\n",
      "4042/3486 \t RV_R_F x BJ_FT => 0.726\n",
      "4043/3486 \t RV_R_F x BJ_LT => 0.726\n",
      "4044/3486 \t RV_R_F x BJ_RT => 0.726\n",
      "4045/3486 \t RV_R_F x BSS_F_BK => 0.726\n",
      "4046/3486 \t RV_R_F x BSS_F_FT => 0.726\n",
      "4047/3486 \t RV_R_F x BSS_S_BK => 0.726\n",
      "4048/3486 \t RV_R_F x BSS_S_FT => 0.726\n",
      "4049/3486 \t RV_R_F x BS_F_BK => 0.726\n",
      "4050/3486 \t RV_R_F x BS_F_FT => 0.726\n",
      "4051/3486 \t RV_R_F x BS_F_LT => 0.726\n",
      "4052/3486 \t RV_R_F x BS_F_RT => 0.726\n",
      "4053/3486 \t RV_R_F x BS_S_BK => 0.726\n",
      "4054/3486 \t RV_R_F x BS_S_FT => 0.726\n",
      "4055/3486 \t RV_R_F x BS_S_LT => 0.726\n",
      "4056/3486 \t RV_R_F x BS_S_RT => 0.726\n",
      "4057/3486 \t RV_R_F x CH => 0.726\n",
      "4058/3486 \t RV_R_F x CU_R_NA => 0.726\n",
      "4059/3486 \t RV_R_F x CU_R_WA => 0.726\n",
      "4060/3486 \t RV_R_F x EF => 0.726\n",
      "4061/3486 \t RV_R_F x FR_R_NA => 0.726\n",
      "4062/3486 \t RV_R_F x FR_R_WA => 0.726\n",
      "4063/3486 \t RV_R_F x LD_F_dis => 0.726\n",
      "4064/3486 \t RV_R_F x LD_F_small => 0.726\n",
      "4065/3486 \t RV_R_F x LD_S_dis => 0.726\n",
      "4066/3486 \t RV_R_F x LD_S_small => 0.726\n",
      "4067/3486 \t RV_R_F x LU_F_big => 0.726\n",
      "4068/3486 \t RV_R_F x LU_F_dis => 0.726\n",
      "4069/3486 \t RV_R_F x LU_S_big => 0.726\n",
      "4070/3486 \t RV_R_F x LU_S_dis => 0.726\n",
      "4071/3486 \t RV_R_F x P1 => 0.726\n",
      "4072/3486 \t RV_R_F x P3 => 0.726\n",
      "4073/3486 \t RV_R_F x PB_F => 0.726\n",
      "4074/3486 \t RV_R_F x PB_S => 0.726\n",
      "4075/3486 \t RV_R_F x PC_F => 0.726\n",
      "4076/3486 \t RV_R_F x PC_S => 0.726\n",
      "4077/3486 \t RV_R_F x PE => 0.726\n",
      "4078/3486 \t RV_R_F x PV_R_F => 0.726\n",
      "4079/3486 \t RV_R_F x PV_R_S => 0.726\n",
      "4080/3486 \t RV_R_F x RV_R_F => 1\n",
      "4081/3486 \t RV_R_F x RV_R_S => 0.902\n",
      "4082/3486 \t RV_R_F x SB_R_NA => 0.769\n",
      "4083/3486 \t RV_R_F x SB_R_WA => 0.762\n",
      "4084/3486 \t RV_R_F x SJ_BK => 0.831\n",
      "4085/3486 \t RV_R_F x SJ_FT => 0.809\n",
      "4086/3486 \t RV_R_F x SJ_LT => 0.788\n",
      "4087/3486 \t RV_R_F x SJ_RT => 0.832\n",
      "4088/3486 \t RV_R_F x SS_F_BK => 0.787\n",
      "4089/3486 \t RV_R_F x SS_F_FT => 0.774\n",
      "4090/3486 \t RV_R_F x SS_F_LT => 0.821\n",
      "4091/3486 \t RV_R_F x SS_F_RT => 0.819\n",
      "4092/3486 \t RV_R_F x SS_S_BK => 0.797\n",
      "4093/3486 \t RV_R_F x SS_S_FT => 0.75\n",
      "4094/3486 \t RV_R_F x SS_S_LT => 0.823\n",
      "4095/3486 \t RV_R_F x SS_S_RT => 0.82\n",
      "4096/3486 \t RV_R_F x SYN_B => 0.636\n",
      "4097/3486 \t RV_R_F x SYN_K => 0.716\n",
      "4098/3486 \t RV_R_F x SYN_R => 0.818\n",
      "4099/3486 \t RV_R_F x SYN_S => 0.803\n",
      "4100/3486 \t RV_R_F x SYN_U => 0.8\n",
      "4101/3486 \t RV_R_F x TA => 0.816\n",
      "4102/3486 \t RV_R_F x TB_F_FB => 0.685\n",
      "4103/3486 \t RV_R_F x TB_S => 0.731\n",
      "4104/3486 \t RV_R_F x TB_S_FB => 0.679\n",
      "4105/3486 \t RV_R_F x TF_F => 0.788\n",
      "4106/3486 \t RV_R_F x TF_S => 0.794\n",
      "4107/3486 \t RV_R_F x TL_F => 0.783\n",
      "4108/3486 \t RV_R_F x TL_S => 0.802\n",
      "4109/3486 \t RV_R_F x TOS_F => 0.806\n",
      "4110/3486 \t RV_R_F x TOS_S => 0.784\n",
      "4111/3486 \t RV_R_F x TR_F => 0.762\n",
      "4112/3486 \t RV_R_F x TR_S => 0.804\n",
      "4113/3486 \t RV_R_F x UP1 => 0.709\n",
      "4114/3486 \t RV_R_F x UP2 => 0.716\n",
      "4115/3486 \t RV_R_F x UP3 => 0.658\n",
      "4116/3486 \t RV_R_S x AR => 0.658\n",
      "4117/3486 \t RV_R_S x AS_L_NA => 0.658\n",
      "4118/3486 \t RV_R_S x AS_L_WA => 0.658\n",
      "4119/3486 \t RV_R_S x BA_R_NA => 0.658\n",
      "4120/3486 \t RV_R_S x BA_R_WA => 0.658\n",
      "4121/3486 \t RV_R_S x BBS_F_BK => 0.658\n",
      "4122/3486 \t RV_R_S x BBS_F_FT => 0.658\n",
      "4123/3486 \t RV_R_S x BBS_S_BK => 0.658\n",
      "4124/3486 \t RV_R_S x BBS_S_FT => 0.658\n",
      "4125/3486 \t RV_R_S x BJ_BK => 0.658\n",
      "4126/3486 \t RV_R_S x BJ_FT => 0.658\n",
      "4127/3486 \t RV_R_S x BJ_LT => 0.658\n",
      "4128/3486 \t RV_R_S x BJ_RT => 0.658\n",
      "4129/3486 \t RV_R_S x BSS_F_BK => 0.658\n",
      "4130/3486 \t RV_R_S x BSS_F_FT => 0.658\n",
      "4131/3486 \t RV_R_S x BSS_S_BK => 0.658\n",
      "4132/3486 \t RV_R_S x BSS_S_FT => 0.658\n",
      "4133/3486 \t RV_R_S x BS_F_BK => 0.658\n",
      "4134/3486 \t RV_R_S x BS_F_FT => 0.658\n",
      "4135/3486 \t RV_R_S x BS_F_LT => 0.658\n",
      "4136/3486 \t RV_R_S x BS_F_RT => 0.658\n",
      "4137/3486 \t RV_R_S x BS_S_BK => 0.658\n",
      "4138/3486 \t RV_R_S x BS_S_FT => 0.658\n",
      "4139/3486 \t RV_R_S x BS_S_LT => 0.658\n",
      "4140/3486 \t RV_R_S x BS_S_RT => 0.658\n",
      "4141/3486 \t RV_R_S x CH => 0.658\n",
      "4142/3486 \t RV_R_S x CU_R_NA => 0.658\n",
      "4143/3486 \t RV_R_S x CU_R_WA => 0.658\n",
      "4144/3486 \t RV_R_S x EF => 0.658\n",
      "4145/3486 \t RV_R_S x FR_R_NA => 0.658\n",
      "4146/3486 \t RV_R_S x FR_R_WA => 0.658\n",
      "4147/3486 \t RV_R_S x LD_F_dis => 0.658\n",
      "4148/3486 \t RV_R_S x LD_F_small => 0.658\n",
      "4149/3486 \t RV_R_S x LD_S_dis => 0.658\n",
      "4150/3486 \t RV_R_S x LD_S_small => 0.658\n",
      "4151/3486 \t RV_R_S x LU_F_big => 0.658\n",
      "4152/3486 \t RV_R_S x LU_F_dis => 0.658\n",
      "4153/3486 \t RV_R_S x LU_S_big => 0.658\n",
      "4154/3486 \t RV_R_S x LU_S_dis => 0.658\n",
      "4155/3486 \t RV_R_S x P1 => 0.658\n",
      "4156/3486 \t RV_R_S x P3 => 0.658\n",
      "4157/3486 \t RV_R_S x PB_F => 0.658\n",
      "4158/3486 \t RV_R_S x PB_S => 0.658\n",
      "4159/3486 \t RV_R_S x PC_F => 0.658\n",
      "4160/3486 \t RV_R_S x PC_S => 0.658\n",
      "4161/3486 \t RV_R_S x PE => 0.658\n",
      "4162/3486 \t RV_R_S x PV_R_F => 0.658\n",
      "4163/3486 \t RV_R_S x PV_R_S => 0.658\n",
      "4164/3486 \t RV_R_S x RV_R_F => 0.658\n",
      "4165/3486 \t RV_R_S x RV_R_S => 1\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "4166/3486 \t RV_R_S x SB_R_NA => 0.772\n",
      "4167/3486 \t RV_R_S x SB_R_WA => 0.792\n",
      "4168/3486 \t RV_R_S x SJ_BK => 0.837\n",
      "4169/3486 \t RV_R_S x SJ_FT => 0.834\n",
      "4170/3486 \t RV_R_S x SJ_LT => 0.824\n",
      "4171/3486 \t RV_R_S x SJ_RT => 0.842\n",
      "4172/3486 \t RV_R_S x SS_F_BK => 0.813\n",
      "4173/3486 \t RV_R_S x SS_F_FT => 0.805\n",
      "4174/3486 \t RV_R_S x SS_F_LT => 0.836\n",
      "4175/3486 \t RV_R_S x SS_F_RT => 0.834\n",
      "4176/3486 \t RV_R_S x SS_S_BK => 0.763\n",
      "4177/3486 \t RV_R_S x SS_S_FT => 0.767\n",
      "4178/3486 \t RV_R_S x SS_S_LT => 0.832\n",
      "4179/3486 \t RV_R_S x SS_S_RT => 0.833\n",
      "4180/3486 \t RV_R_S x SYN_B => 0.693\n",
      "4181/3486 \t RV_R_S x SYN_K => 0.698\n",
      "4182/3486 \t RV_R_S x SYN_R => 0.84\n",
      "4183/3486 \t RV_R_S x SYN_S => 0.823\n",
      "4184/3486 \t RV_R_S x SYN_U => 0.825\n",
      "4185/3486 \t RV_R_S x TA => 0.801\n",
      "4186/3486 \t RV_R_S x TB_F_FB => 0.712\n",
      "4187/3486 \t RV_R_S x TB_S => 0.764\n",
      "4188/3486 \t RV_R_S x TB_S_FB => 0.719\n",
      "4189/3486 \t RV_R_S x TF_F => 0.803\n",
      "4190/3486 \t RV_R_S x TF_S => 0.821\n",
      "4191/3486 \t RV_R_S x TL_F => 0.791\n",
      "4192/3486 \t RV_R_S x TL_S => 0.79\n",
      "4193/3486 \t RV_R_S x TOS_F => 0.821\n",
      "4194/3486 \t RV_R_S x TOS_S => 0.83\n",
      "4195/3486 \t RV_R_S x TR_F => 0.789\n",
      "4196/3486 \t RV_R_S x TR_S => 0.817\n",
      "4197/3486 \t RV_R_S x UP1 => 0.735\n",
      "4198/3486 \t RV_R_S x UP2 => 0.739\n",
      "4199/3486 \t RV_R_S x UP3 => 0.705\n",
      "4200/3486 \t SB_R_NA x AR => 0.705\n",
      "4201/3486 \t SB_R_NA x AS_L_NA => 0.705\n",
      "4202/3486 \t SB_R_NA x AS_L_WA => 0.705\n",
      "4203/3486 \t SB_R_NA x BA_R_NA => 0.705\n",
      "4204/3486 \t SB_R_NA x BA_R_WA => 0.705\n",
      "4205/3486 \t SB_R_NA x BBS_F_BK => 0.705\n",
      "4206/3486 \t SB_R_NA x BBS_F_FT => 0.705\n",
      "4207/3486 \t SB_R_NA x BBS_S_BK => 0.705\n",
      "4208/3486 \t SB_R_NA x BBS_S_FT => 0.705\n",
      "4209/3486 \t SB_R_NA x BJ_BK => 0.705\n",
      "4210/3486 \t SB_R_NA x BJ_FT => 0.705\n",
      "4211/3486 \t SB_R_NA x BJ_LT => 0.705\n",
      "4212/3486 \t SB_R_NA x BJ_RT => 0.705\n",
      "4213/3486 \t SB_R_NA x BSS_F_BK => 0.705\n",
      "4214/3486 \t SB_R_NA x BSS_F_FT => 0.705\n",
      "4215/3486 \t SB_R_NA x BSS_S_BK => 0.705\n",
      "4216/3486 \t SB_R_NA x BSS_S_FT => 0.705\n",
      "4217/3486 \t SB_R_NA x BS_F_BK => 0.705\n",
      "4218/3486 \t SB_R_NA x BS_F_FT => 0.705\n",
      "4219/3486 \t SB_R_NA x BS_F_LT => 0.705\n",
      "4220/3486 \t SB_R_NA x BS_F_RT => 0.705\n",
      "4221/3486 \t SB_R_NA x BS_S_BK => 0.705\n",
      "4222/3486 \t SB_R_NA x BS_S_FT => 0.705\n",
      "4223/3486 \t SB_R_NA x BS_S_LT => 0.705\n",
      "4224/3486 \t SB_R_NA x BS_S_RT => 0.705\n",
      "4225/3486 \t SB_R_NA x CH => 0.705\n",
      "4226/3486 \t SB_R_NA x CU_R_NA => 0.705\n",
      "4227/3486 \t SB_R_NA x CU_R_WA => 0.705\n",
      "4228/3486 \t SB_R_NA x EF => 0.705\n",
      "4229/3486 \t SB_R_NA x FR_R_NA => 0.705\n",
      "4230/3486 \t SB_R_NA x FR_R_WA => 0.705\n",
      "4231/3486 \t SB_R_NA x LD_F_dis => 0.705\n",
      "4232/3486 \t SB_R_NA x LD_F_small => 0.705\n",
      "4233/3486 \t SB_R_NA x LD_S_dis => 0.705\n",
      "4234/3486 \t SB_R_NA x LD_S_small => 0.705\n",
      "4235/3486 \t SB_R_NA x LU_F_big => 0.705\n",
      "4236/3486 \t SB_R_NA x LU_F_dis => 0.705\n",
      "4237/3486 \t SB_R_NA x LU_S_big => 0.705\n",
      "4238/3486 \t SB_R_NA x LU_S_dis => 0.705\n",
      "4239/3486 \t SB_R_NA x P1 => 0.705\n",
      "4240/3486 \t SB_R_NA x P3 => 0.705\n",
      "4241/3486 \t SB_R_NA x PB_F => 0.705\n",
      "4242/3486 \t SB_R_NA x PB_S => 0.705\n",
      "4243/3486 \t SB_R_NA x PC_F => 0.705\n",
      "4244/3486 \t SB_R_NA x PC_S => 0.705\n",
      "4245/3486 \t SB_R_NA x PE => 0.705\n",
      "4246/3486 \t SB_R_NA x PV_R_F => 0.705\n",
      "4247/3486 \t SB_R_NA x PV_R_S => 0.705\n",
      "4248/3486 \t SB_R_NA x RV_R_F => 0.705\n",
      "4249/3486 \t SB_R_NA x RV_R_S => 0.705\n",
      "4250/3486 \t SB_R_NA x SB_R_NA => 1\n",
      "4251/3486 \t SB_R_NA x SB_R_WA => 0.921\n",
      "4252/3486 \t SB_R_NA x SJ_BK => 0.841\n",
      "4253/3486 \t SB_R_NA x SJ_FT => 0.84\n",
      "4254/3486 \t SB_R_NA x SJ_LT => 0.877\n",
      "4255/3486 \t SB_R_NA x SJ_RT => 0.81\n",
      "4256/3486 \t SB_R_NA x SS_F_BK => 0.792\n",
      "4257/3486 \t SB_R_NA x SS_F_FT => 0.791\n",
      "4258/3486 \t SB_R_NA x SS_F_LT => 0.814\n",
      "4259/3486 \t SB_R_NA x SS_F_RT => 0.814\n",
      "4260/3486 \t SB_R_NA x SS_S_BK => 0.767\n",
      "4261/3486 \t SB_R_NA x SS_S_FT => 0.771\n",
      "4262/3486 \t SB_R_NA x SS_S_LT => 0.822\n",
      "4263/3486 \t SB_R_NA x SS_S_RT => 0.813\n",
      "4264/3486 \t SB_R_NA x SYN_B => 0.605\n",
      "4265/3486 \t SB_R_NA x SYN_K => 0.685\n",
      "4266/3486 \t SB_R_NA x SYN_R => 0.823\n",
      "4267/3486 \t SB_R_NA x SYN_S => 0.796\n",
      "4268/3486 \t SB_R_NA x SYN_U => 0.823\n",
      "4269/3486 \t SB_R_NA x TA => 0.85\n",
      "4270/3486 \t SB_R_NA x TB_F_FB => 0.748\n",
      "4271/3486 \t SB_R_NA x TB_S => 0.739\n",
      "4272/3486 \t SB_R_NA x TB_S_FB => 0.696\n",
      "4273/3486 \t SB_R_NA x TF_F => 0.824\n",
      "4274/3486 \t SB_R_NA x TF_S => 0.797\n",
      "4275/3486 \t SB_R_NA x TL_F => 0.821\n",
      "4276/3486 \t SB_R_NA x TL_S => 0.815\n",
      "4277/3486 \t SB_R_NA x TOS_F => 0.79\n",
      "4278/3486 \t SB_R_NA x TOS_S => 0.791\n",
      "4279/3486 \t SB_R_NA x TR_F => 0.806\n",
      "4280/3486 \t SB_R_NA x TR_S => 0.804\n",
      "4281/3486 \t SB_R_NA x UP1 => 0.732\n",
      "4282/3486 \t SB_R_NA x UP2 => 0.671\n",
      "4283/3486 \t SB_R_NA x UP3 => 0.693\n",
      "4284/3486 \t SB_R_WA x AR => 0.693\n",
      "4285/3486 \t SB_R_WA x AS_L_NA => 0.693\n",
      "4286/3486 \t SB_R_WA x AS_L_WA => 0.693\n",
      "4287/3486 \t SB_R_WA x BA_R_NA => 0.693\n",
      "4288/3486 \t SB_R_WA x BA_R_WA => 0.693\n",
      "4289/3486 \t SB_R_WA x BBS_F_BK => 0.693\n",
      "4290/3486 \t SB_R_WA x BBS_F_FT => 0.693\n",
      "4291/3486 \t SB_R_WA x BBS_S_BK => 0.693\n",
      "4292/3486 \t SB_R_WA x BBS_S_FT => 0.693\n",
      "4293/3486 \t SB_R_WA x BJ_BK => 0.693\n",
      "4294/3486 \t SB_R_WA x BJ_FT => 0.693\n",
      "4295/3486 \t SB_R_WA x BJ_LT => 0.693\n",
      "4296/3486 \t SB_R_WA x BJ_RT => 0.693\n",
      "4297/3486 \t SB_R_WA x BSS_F_BK => 0.693\n",
      "4298/3486 \t SB_R_WA x BSS_F_FT => 0.693\n",
      "4299/3486 \t SB_R_WA x BSS_S_BK => 0.693\n",
      "4300/3486 \t SB_R_WA x BSS_S_FT => 0.693\n",
      "4301/3486 \t SB_R_WA x BS_F_BK => 0.693\n",
      "4302/3486 \t SB_R_WA x BS_F_FT => 0.693\n",
      "4303/3486 \t SB_R_WA x BS_F_LT => 0.693\n",
      "4304/3486 \t SB_R_WA x BS_F_RT => 0.693\n",
      "4305/3486 \t SB_R_WA x BS_S_BK => 0.693\n",
      "4306/3486 \t SB_R_WA x BS_S_FT => 0.693\n",
      "4307/3486 \t SB_R_WA x BS_S_LT => 0.693\n",
      "4308/3486 \t SB_R_WA x BS_S_RT => 0.693\n",
      "4309/3486 \t SB_R_WA x CH => 0.693\n",
      "4310/3486 \t SB_R_WA x CU_R_NA => 0.693\n",
      "4311/3486 \t SB_R_WA x CU_R_WA => 0.693\n",
      "4312/3486 \t SB_R_WA x EF => 0.693\n",
      "4313/3486 \t SB_R_WA x FR_R_NA => 0.693\n",
      "4314/3486 \t SB_R_WA x FR_R_WA => 0.693\n",
      "4315/3486 \t SB_R_WA x LD_F_dis => 0.693\n",
      "4316/3486 \t SB_R_WA x LD_F_small => 0.693\n",
      "4317/3486 \t SB_R_WA x LD_S_dis => 0.693\n",
      "4318/3486 \t SB_R_WA x LD_S_small => 0.693\n",
      "4319/3486 \t SB_R_WA x LU_F_big => 0.693\n",
      "4320/3486 \t SB_R_WA x LU_F_dis => 0.693\n",
      "4321/3486 \t SB_R_WA x LU_S_big => 0.693\n",
      "4322/3486 \t SB_R_WA x LU_S_dis => 0.693\n",
      "4323/3486 \t SB_R_WA x P1 => 0.693\n",
      "4324/3486 \t SB_R_WA x P3 => 0.693\n",
      "4325/3486 \t SB_R_WA x PB_F => 0.693\n",
      "4326/3486 \t SB_R_WA x PB_S => 0.693\n",
      "4327/3486 \t SB_R_WA x PC_F => 0.693\n",
      "4328/3486 \t SB_R_WA x PC_S => 0.693\n",
      "4329/3486 \t SB_R_WA x PE => 0.693\n",
      "4330/3486 \t SB_R_WA x PV_R_F => 0.693\n",
      "4331/3486 \t SB_R_WA x PV_R_S => 0.693\n",
      "4332/3486 \t SB_R_WA x RV_R_F => 0.693\n",
      "4333/3486 \t SB_R_WA x RV_R_S => 0.693\n",
      "4334/3486 \t SB_R_WA x SB_R_NA => 0.693\n",
      "4335/3486 \t SB_R_WA x SB_R_WA => 1\n",
      "4336/3486 \t SB_R_WA x SJ_BK => 0.855\n",
      "4337/3486 \t SB_R_WA x SJ_FT => 0.851\n",
      "4338/3486 \t SB_R_WA x SJ_LT => 0.872\n",
      "4339/3486 \t SB_R_WA x SJ_RT => 0.847\n",
      "4340/3486 \t SB_R_WA x SS_F_BK => 0.792\n",
      "4341/3486 \t SB_R_WA x SS_F_FT => 0.787\n",
      "4342/3486 \t SB_R_WA x SS_F_LT => 0.821\n",
      "4343/3486 \t SB_R_WA x SS_F_RT => 0.814\n",
      "4344/3486 \t SB_R_WA x SS_S_BK => 0.753\n",
      "4345/3486 \t SB_R_WA x SS_S_FT => 0.765\n",
      "4346/3486 \t SB_R_WA x SS_S_LT => 0.819\n",
      "4347/3486 \t SB_R_WA x SS_S_RT => 0.816\n",
      "4348/3486 \t SB_R_WA x SYN_B => 0.61\n",
      "4349/3486 \t SB_R_WA x SYN_K => 0.702\n",
      "4350/3486 \t SB_R_WA x SYN_R => 0.825\n",
      "4351/3486 \t SB_R_WA x SYN_S => 0.799\n",
      "4352/3486 \t SB_R_WA x SYN_U => 0.815\n",
      "4353/3486 \t SB_R_WA x TA => 0.887\n",
      "4354/3486 \t SB_R_WA x TB_F_FB => 0.73\n",
      "4355/3486 \t SB_R_WA x TB_S => 0.717\n",
      "4356/3486 \t SB_R_WA x TB_S_FB => 0.691\n",
      "4357/3486 \t SB_R_WA x TF_F => 0.836\n",
      "4358/3486 \t SB_R_WA x TF_S => 0.829\n",
      "4359/3486 \t SB_R_WA x TL_F => 0.841\n",
      "4360/3486 \t SB_R_WA x TL_S => 0.816\n",
      "4361/3486 \t SB_R_WA x TOS_F => 0.834\n",
      "4362/3486 \t SB_R_WA x TOS_S => 0.789\n",
      "4363/3486 \t SB_R_WA x TR_F => 0.79\n",
      "4364/3486 \t SB_R_WA x TR_S => 0.773\n",
      "4365/3486 \t SB_R_WA x UP1 => 0.737\n",
      "4366/3486 \t SB_R_WA x UP2 => 0.712\n",
      "4367/3486 \t SB_R_WA x UP3 => 0.699\n",
      "4368/3486 \t SJ_BK x AR => 0.699\n",
      "4369/3486 \t SJ_BK x AS_L_NA => 0.699\n",
      "4370/3486 \t SJ_BK x AS_L_WA => 0.699\n",
      "4371/3486 \t SJ_BK x BA_R_NA => 0.699\n",
      "4372/3486 \t SJ_BK x BA_R_WA => 0.699\n",
      "4373/3486 \t SJ_BK x BBS_F_BK => 0.699\n",
      "4374/3486 \t SJ_BK x BBS_F_FT => 0.699\n",
      "4375/3486 \t SJ_BK x BBS_S_BK => 0.699\n",
      "4376/3486 \t SJ_BK x BBS_S_FT => 0.699\n",
      "4377/3486 \t SJ_BK x BJ_BK => 0.699\n",
      "4378/3486 \t SJ_BK x BJ_FT => 0.699\n",
      "4379/3486 \t SJ_BK x BJ_LT => 0.699\n",
      "4380/3486 \t SJ_BK x BJ_RT => 0.699\n",
      "4381/3486 \t SJ_BK x BSS_F_BK => 0.699\n",
      "4382/3486 \t SJ_BK x BSS_F_FT => 0.699\n",
      "4383/3486 \t SJ_BK x BSS_S_BK => 0.699\n",
      "4384/3486 \t SJ_BK x BSS_S_FT => 0.699\n",
      "4385/3486 \t SJ_BK x BS_F_BK => 0.699\n",
      "4386/3486 \t SJ_BK x BS_F_FT => 0.699\n",
      "4387/3486 \t SJ_BK x BS_F_LT => 0.699\n",
      "4388/3486 \t SJ_BK x BS_F_RT => 0.699\n",
      "4389/3486 \t SJ_BK x BS_S_BK => 0.699\n",
      "4390/3486 \t SJ_BK x BS_S_FT => 0.699\n",
      "4391/3486 \t SJ_BK x BS_S_LT => 0.699\n",
      "4392/3486 \t SJ_BK x BS_S_RT => 0.699\n",
      "4393/3486 \t SJ_BK x CH => 0.699\n",
      "4394/3486 \t SJ_BK x CU_R_NA => 0.699\n",
      "4395/3486 \t SJ_BK x CU_R_WA => 0.699\n",
      "4396/3486 \t SJ_BK x EF => 0.699\n",
      "4397/3486 \t SJ_BK x FR_R_NA => 0.699\n",
      "4398/3486 \t SJ_BK x FR_R_WA => 0.699\n",
      "4399/3486 \t SJ_BK x LD_F_dis => 0.699\n",
      "4400/3486 \t SJ_BK x LD_F_small => 0.699\n",
      "4401/3486 \t SJ_BK x LD_S_dis => 0.699\n",
      "4402/3486 \t SJ_BK x LD_S_small => 0.699\n",
      "4403/3486 \t SJ_BK x LU_F_big => 0.699\n",
      "4404/3486 \t SJ_BK x LU_F_dis => 0.699\n",
      "4405/3486 \t SJ_BK x LU_S_big => 0.699\n",
      "4406/3486 \t SJ_BK x LU_S_dis => 0.699\n",
      "4407/3486 \t SJ_BK x P1 => 0.699\n",
      "4408/3486 \t SJ_BK x P3 => 0.699\n",
      "4409/3486 \t SJ_BK x PB_F => 0.699\n",
      "4410/3486 \t SJ_BK x PB_S => 0.699\n",
      "4411/3486 \t SJ_BK x PC_F => 0.699\n",
      "4412/3486 \t SJ_BK x PC_S => 0.699\n",
      "4413/3486 \t SJ_BK x PE => 0.699\n",
      "4414/3486 \t SJ_BK x PV_R_F => 0.699\n",
      "4415/3486 \t SJ_BK x PV_R_S => 0.699\n",
      "4416/3486 \t SJ_BK x RV_R_F => 0.699\n",
      "4417/3486 \t SJ_BK x RV_R_S => 0.699\n",
      "4418/3486 \t SJ_BK x SB_R_NA => 0.699\n",
      "4419/3486 \t SJ_BK x SB_R_WA => 0.699\n",
      "4420/3486 \t SJ_BK x SJ_BK => 1\n",
      "4421/3486 \t SJ_BK x SJ_FT => 0.905\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "4422/3486 \t SJ_BK x SJ_LT => 0.855\n",
      "4423/3486 \t SJ_BK x SJ_RT => 0.846\n",
      "4424/3486 \t SJ_BK x SS_F_BK => 0.835\n",
      "4425/3486 \t SJ_BK x SS_F_FT => 0.824\n",
      "4426/3486 \t SJ_BK x SS_F_LT => 0.89\n",
      "4427/3486 \t SJ_BK x SS_F_RT => 0.899\n",
      "4428/3486 \t SJ_BK x SS_S_BK => 0.861\n",
      "4429/3486 \t SJ_BK x SS_S_FT => 0.859\n",
      "4430/3486 \t SJ_BK x SS_S_LT => 0.9\n",
      "4431/3486 \t SJ_BK x SS_S_RT => 0.915\n",
      "4432/3486 \t SJ_BK x SYN_B => 0.659\n",
      "4433/3486 \t SJ_BK x SYN_K => 0.732\n",
      "4434/3486 \t SJ_BK x SYN_R => 0.895\n",
      "4435/3486 \t SJ_BK x SYN_S => 0.85\n",
      "4436/3486 \t SJ_BK x SYN_U => 0.9\n",
      "4437/3486 \t SJ_BK x TA => 0.883\n",
      "4438/3486 \t SJ_BK x TB_F_FB => 0.734\n",
      "4439/3486 \t SJ_BK x TB_S => 0.772\n",
      "4440/3486 \t SJ_BK x TB_S_FB => 0.742\n",
      "4441/3486 \t SJ_BK x TF_F => 0.81\n",
      "4442/3486 \t SJ_BK x TF_S => 0.867\n",
      "4443/3486 \t SJ_BK x TL_F => 0.823\n",
      "4444/3486 \t SJ_BK x TL_S => 0.839\n",
      "4445/3486 \t SJ_BK x TOS_F => 0.821\n",
      "4446/3486 \t SJ_BK x TOS_S => 0.829\n",
      "4447/3486 \t SJ_BK x TR_F => 0.786\n",
      "4448/3486 \t SJ_BK x TR_S => 0.835\n",
      "4449/3486 \t SJ_BK x UP1 => 0.694\n",
      "4450/3486 \t SJ_BK x UP2 => 0.688\n",
      "4451/3486 \t SJ_BK x UP3 => 0.673\n",
      "4452/3486 \t SJ_FT x AR => 0.673\n",
      "4453/3486 \t SJ_FT x AS_L_NA => 0.673\n",
      "4454/3486 \t SJ_FT x AS_L_WA => 0.673\n",
      "4455/3486 \t SJ_FT x BA_R_NA => 0.673\n",
      "4456/3486 \t SJ_FT x BA_R_WA => 0.673\n",
      "4457/3486 \t SJ_FT x BBS_F_BK => 0.673\n",
      "4458/3486 \t SJ_FT x BBS_F_FT => 0.673\n",
      "4459/3486 \t SJ_FT x BBS_S_BK => 0.673\n",
      "4460/3486 \t SJ_FT x BBS_S_FT => 0.673\n",
      "4461/3486 \t SJ_FT x BJ_BK => 0.673\n",
      "4462/3486 \t SJ_FT x BJ_FT => 0.673\n",
      "4463/3486 \t SJ_FT x BJ_LT => 0.673\n",
      "4464/3486 \t SJ_FT x BJ_RT => 0.673\n",
      "4465/3486 \t SJ_FT x BSS_F_BK => 0.673\n",
      "4466/3486 \t SJ_FT x BSS_F_FT => 0.673\n",
      "4467/3486 \t SJ_FT x BSS_S_BK => 0.673\n",
      "4468/3486 \t SJ_FT x BSS_S_FT => 0.673\n",
      "4469/3486 \t SJ_FT x BS_F_BK => 0.673\n",
      "4470/3486 \t SJ_FT x BS_F_FT => 0.673\n",
      "4471/3486 \t SJ_FT x BS_F_LT => 0.673\n",
      "4472/3486 \t SJ_FT x BS_F_RT => 0.673\n",
      "4473/3486 \t SJ_FT x BS_S_BK => 0.673\n",
      "4474/3486 \t SJ_FT x BS_S_FT => 0.673\n",
      "4475/3486 \t SJ_FT x BS_S_LT => 0.673\n",
      "4476/3486 \t SJ_FT x BS_S_RT => 0.673\n",
      "4477/3486 \t SJ_FT x CH => 0.673\n",
      "4478/3486 \t SJ_FT x CU_R_NA => 0.673\n",
      "4479/3486 \t SJ_FT x CU_R_WA => 0.673\n",
      "4480/3486 \t SJ_FT x EF => 0.673\n",
      "4481/3486 \t SJ_FT x FR_R_NA => 0.673\n",
      "4482/3486 \t SJ_FT x FR_R_WA => 0.673\n",
      "4483/3486 \t SJ_FT x LD_F_dis => 0.673\n",
      "4484/3486 \t SJ_FT x LD_F_small => 0.673\n",
      "4485/3486 \t SJ_FT x LD_S_dis => 0.673\n",
      "4486/3486 \t SJ_FT x LD_S_small => 0.673\n",
      "4487/3486 \t SJ_FT x LU_F_big => 0.673\n",
      "4488/3486 \t SJ_FT x LU_F_dis => 0.673\n",
      "4489/3486 \t SJ_FT x LU_S_big => 0.673\n",
      "4490/3486 \t SJ_FT x LU_S_dis => 0.673\n",
      "4491/3486 \t SJ_FT x P1 => 0.673\n",
      "4492/3486 \t SJ_FT x P3 => 0.673\n",
      "4493/3486 \t SJ_FT x PB_F => 0.673\n",
      "4494/3486 \t SJ_FT x PB_S => 0.673\n",
      "4495/3486 \t SJ_FT x PC_F => 0.673\n",
      "4496/3486 \t SJ_FT x PC_S => 0.673\n",
      "4497/3486 \t SJ_FT x PE => 0.673\n",
      "4498/3486 \t SJ_FT x PV_R_F => 0.673\n",
      "4499/3486 \t SJ_FT x PV_R_S => 0.673\n",
      "4500/3486 \t SJ_FT x RV_R_F => 0.673\n",
      "4501/3486 \t SJ_FT x RV_R_S => 0.673\n",
      "4502/3486 \t SJ_FT x SB_R_NA => 0.673\n",
      "4503/3486 \t SJ_FT x SB_R_WA => 0.673\n",
      "4504/3486 \t SJ_FT x SJ_BK => 0.673\n",
      "4505/3486 \t SJ_FT x SJ_FT => 1\n",
      "4506/3486 \t SJ_FT x SJ_LT => 0.905\n",
      "4507/3486 \t SJ_FT x SJ_RT => 0.786\n",
      "4508/3486 \t SJ_FT x SS_F_BK => 0.811\n",
      "4509/3486 \t SJ_FT x SS_F_FT => 0.81\n",
      "4510/3486 \t SJ_FT x SS_F_LT => 0.863\n",
      "4511/3486 \t SJ_FT x SS_F_RT => 0.875\n",
      "4512/3486 \t SJ_FT x SS_S_BK => 0.861\n",
      "4513/3486 \t SJ_FT x SS_S_FT => 0.86\n",
      "4514/3486 \t SJ_FT x SS_S_LT => 0.895\n",
      "4515/3486 \t SJ_FT x SS_S_RT => 0.887\n",
      "4516/3486 \t SJ_FT x SYN_B => 0.543\n",
      "4517/3486 \t SJ_FT x SYN_K => 0.721\n",
      "4518/3486 \t SJ_FT x SYN_R => 0.905\n",
      "4519/3486 \t SJ_FT x SYN_S => 0.849\n",
      "4520/3486 \t SJ_FT x SYN_U => 0.888\n",
      "4521/3486 \t SJ_FT x TA => 0.823\n",
      "4522/3486 \t SJ_FT x TB_F_FB => 0.732\n",
      "4523/3486 \t SJ_FT x TB_S => 0.784\n",
      "4524/3486 \t SJ_FT x TB_S_FB => 0.775\n",
      "4525/3486 \t SJ_FT x TF_F => 0.819\n",
      "4526/3486 \t SJ_FT x TF_S => 0.855\n",
      "4527/3486 \t SJ_FT x TL_F => 0.796\n",
      "4528/3486 \t SJ_FT x TL_S => 0.821\n",
      "4529/3486 \t SJ_FT x TOS_F => 0.811\n",
      "4530/3486 \t SJ_FT x TOS_S => 0.837\n",
      "4531/3486 \t SJ_FT x TR_F => 0.795\n",
      "4532/3486 \t SJ_FT x TR_S => 0.837\n",
      "4533/3486 \t SJ_FT x UP1 => 0.717\n",
      "4534/3486 \t SJ_FT x UP2 => 0.676\n",
      "4535/3486 \t SJ_FT x UP3 => 0.653\n",
      "4536/3486 \t SJ_LT x AR => 0.653\n",
      "4537/3486 \t SJ_LT x AS_L_NA => 0.653\n",
      "4538/3486 \t SJ_LT x AS_L_WA => 0.653\n",
      "4539/3486 \t SJ_LT x BA_R_NA => 0.653\n",
      "4540/3486 \t SJ_LT x BA_R_WA => 0.653\n",
      "4541/3486 \t SJ_LT x BBS_F_BK => 0.653\n",
      "4542/3486 \t SJ_LT x BBS_F_FT => 0.653\n",
      "4543/3486 \t SJ_LT x BBS_S_BK => 0.653\n",
      "4544/3486 \t SJ_LT x BBS_S_FT => 0.653\n",
      "4545/3486 \t SJ_LT x BJ_BK => 0.653\n",
      "4546/3486 \t SJ_LT x BJ_FT => 0.653\n",
      "4547/3486 \t SJ_LT x BJ_LT => 0.653\n",
      "4548/3486 \t SJ_LT x BJ_RT => 0.653\n",
      "4549/3486 \t SJ_LT x BSS_F_BK => 0.653\n",
      "4550/3486 \t SJ_LT x BSS_F_FT => 0.653\n",
      "4551/3486 \t SJ_LT x BSS_S_BK => 0.653\n",
      "4552/3486 \t SJ_LT x BSS_S_FT => 0.653\n",
      "4553/3486 \t SJ_LT x BS_F_BK => 0.653\n",
      "4554/3486 \t SJ_LT x BS_F_FT => 0.653\n",
      "4555/3486 \t SJ_LT x BS_F_LT => 0.653\n",
      "4556/3486 \t SJ_LT x BS_F_RT => 0.653\n",
      "4557/3486 \t SJ_LT x BS_S_BK => 0.653\n",
      "4558/3486 \t SJ_LT x BS_S_FT => 0.653\n",
      "4559/3486 \t SJ_LT x BS_S_LT => 0.653\n",
      "4560/3486 \t SJ_LT x BS_S_RT => 0.653\n",
      "4561/3486 \t SJ_LT x CH => 0.653\n",
      "4562/3486 \t SJ_LT x CU_R_NA => 0.653\n",
      "4563/3486 \t SJ_LT x CU_R_WA => 0.653\n",
      "4564/3486 \t SJ_LT x EF => 0.653\n",
      "4565/3486 \t SJ_LT x FR_R_NA => 0.653\n",
      "4566/3486 \t SJ_LT x FR_R_WA => 0.653\n",
      "4567/3486 \t SJ_LT x LD_F_dis => 0.653\n",
      "4568/3486 \t SJ_LT x LD_F_small => 0.653\n",
      "4569/3486 \t SJ_LT x LD_S_dis => 0.653\n",
      "4570/3486 \t SJ_LT x LD_S_small => 0.653\n",
      "4571/3486 \t SJ_LT x LU_F_big => 0.653\n",
      "4572/3486 \t SJ_LT x LU_F_dis => 0.653\n",
      "4573/3486 \t SJ_LT x LU_S_big => 0.653\n",
      "4574/3486 \t SJ_LT x LU_S_dis => 0.653\n",
      "4575/3486 \t SJ_LT x P1 => 0.653\n",
      "4576/3486 \t SJ_LT x P3 => 0.653\n",
      "4577/3486 \t SJ_LT x PB_F => 0.653\n",
      "4578/3486 \t SJ_LT x PB_S => 0.653\n",
      "4579/3486 \t SJ_LT x PC_F => 0.653\n",
      "4580/3486 \t SJ_LT x PC_S => 0.653\n",
      "4581/3486 \t SJ_LT x PE => 0.653\n",
      "4582/3486 \t SJ_LT x PV_R_F => 0.653\n",
      "4583/3486 \t SJ_LT x PV_R_S => 0.653\n",
      "4584/3486 \t SJ_LT x RV_R_F => 0.653\n",
      "4585/3486 \t SJ_LT x RV_R_S => 0.653\n",
      "4586/3486 \t SJ_LT x SB_R_NA => 0.653\n",
      "4587/3486 \t SJ_LT x SB_R_WA => 0.653\n",
      "4588/3486 \t SJ_LT x SJ_BK => 0.653\n",
      "4589/3486 \t SJ_LT x SJ_FT => 0.653\n",
      "4590/3486 \t SJ_LT x SJ_LT => 1\n",
      "4591/3486 \t SJ_LT x SJ_RT => 0.817\n",
      "4592/3486 \t SJ_LT x SS_F_BK => 0.801\n",
      "4593/3486 \t SJ_LT x SS_F_FT => 0.792\n",
      "4594/3486 \t SJ_LT x SS_F_LT => 0.868\n",
      "4595/3486 \t SJ_LT x SS_F_RT => 0.863\n",
      "4596/3486 \t SJ_LT x SS_S_BK => 0.843\n",
      "4597/3486 \t SJ_LT x SS_S_FT => 0.842\n",
      "4598/3486 \t SJ_LT x SS_S_LT => 0.889\n",
      "4599/3486 \t SJ_LT x SS_S_RT => 0.888\n",
      "4600/3486 \t SJ_LT x SYN_B => 0.501\n",
      "4601/3486 \t SJ_LT x SYN_K => 0.708\n",
      "4602/3486 \t SJ_LT x SYN_R => 0.903\n",
      "4603/3486 \t SJ_LT x SYN_S => 0.876\n",
      "4604/3486 \t SJ_LT x SYN_U => 0.88\n",
      "4605/3486 \t SJ_LT x TA => 0.841\n",
      "4606/3486 \t SJ_LT x TB_F_FB => 0.685\n",
      "4607/3486 \t SJ_LT x TB_S => 0.735\n",
      "4608/3486 \t SJ_LT x TB_S_FB => 0.712\n",
      "4609/3486 \t SJ_LT x TF_F => 0.777\n",
      "4610/3486 \t SJ_LT x TF_S => 0.849\n",
      "4611/3486 \t SJ_LT x TL_F => 0.77\n",
      "4612/3486 \t SJ_LT x TL_S => 0.792\n",
      "4613/3486 \t SJ_LT x TOS_F => 0.789\n",
      "4614/3486 \t SJ_LT x TOS_S => 0.821\n",
      "4615/3486 \t SJ_LT x TR_F => 0.773\n",
      "4616/3486 \t SJ_LT x TR_S => 0.809\n",
      "4617/3486 \t SJ_LT x UP1 => 0.748\n",
      "4618/3486 \t SJ_LT x UP2 => 0.682\n",
      "4619/3486 \t SJ_LT x UP3 => 0.636\n",
      "4620/3486 \t SJ_RT x AR => 0.636\n",
      "4621/3486 \t SJ_RT x AS_L_NA => 0.636\n",
      "4622/3486 \t SJ_RT x AS_L_WA => 0.636\n",
      "4623/3486 \t SJ_RT x BA_R_NA => 0.636\n",
      "4624/3486 \t SJ_RT x BA_R_WA => 0.636\n",
      "4625/3486 \t SJ_RT x BBS_F_BK => 0.636\n",
      "4626/3486 \t SJ_RT x BBS_F_FT => 0.636\n",
      "4627/3486 \t SJ_RT x BBS_S_BK => 0.636\n",
      "4628/3486 \t SJ_RT x BBS_S_FT => 0.636\n",
      "4629/3486 \t SJ_RT x BJ_BK => 0.636\n",
      "4630/3486 \t SJ_RT x BJ_FT => 0.636\n",
      "4631/3486 \t SJ_RT x BJ_LT => 0.636\n",
      "4632/3486 \t SJ_RT x BJ_RT => 0.636\n",
      "4633/3486 \t SJ_RT x BSS_F_BK => 0.636\n",
      "4634/3486 \t SJ_RT x BSS_F_FT => 0.636\n",
      "4635/3486 \t SJ_RT x BSS_S_BK => 0.636\n",
      "4636/3486 \t SJ_RT x BSS_S_FT => 0.636\n",
      "4637/3486 \t SJ_RT x BS_F_BK => 0.636\n",
      "4638/3486 \t SJ_RT x BS_F_FT => 0.636\n",
      "4639/3486 \t SJ_RT x BS_F_LT => 0.636\n",
      "4640/3486 \t SJ_RT x BS_F_RT => 0.636\n",
      "4641/3486 \t SJ_RT x BS_S_BK => 0.636\n",
      "4642/3486 \t SJ_RT x BS_S_FT => 0.636\n",
      "4643/3486 \t SJ_RT x BS_S_LT => 0.636\n",
      "4644/3486 \t SJ_RT x BS_S_RT => 0.636\n",
      "4645/3486 \t SJ_RT x CH => 0.636\n",
      "4646/3486 \t SJ_RT x CU_R_NA => 0.636\n",
      "4647/3486 \t SJ_RT x CU_R_WA => 0.636\n",
      "4648/3486 \t SJ_RT x EF => 0.636\n",
      "4649/3486 \t SJ_RT x FR_R_NA => 0.636\n",
      "4650/3486 \t SJ_RT x FR_R_WA => 0.636\n",
      "4651/3486 \t SJ_RT x LD_F_dis => 0.636\n",
      "4652/3486 \t SJ_RT x LD_F_small => 0.636\n",
      "4653/3486 \t SJ_RT x LD_S_dis => 0.636\n",
      "4654/3486 \t SJ_RT x LD_S_small => 0.636\n",
      "4655/3486 \t SJ_RT x LU_F_big => 0.636\n",
      "4656/3486 \t SJ_RT x LU_F_dis => 0.636\n",
      "4657/3486 \t SJ_RT x LU_S_big => 0.636\n",
      "4658/3486 \t SJ_RT x LU_S_dis => 0.636\n",
      "4659/3486 \t SJ_RT x P1 => 0.636\n",
      "4660/3486 \t SJ_RT x P3 => 0.636\n",
      "4661/3486 \t SJ_RT x PB_F => 0.636\n",
      "4662/3486 \t SJ_RT x PB_S => 0.636\n",
      "4663/3486 \t SJ_RT x PC_F => 0.636\n",
      "4664/3486 \t SJ_RT x PC_S => 0.636\n",
      "4665/3486 \t SJ_RT x PE => 0.636\n",
      "4666/3486 \t SJ_RT x PV_R_F => 0.636\n",
      "4667/3486 \t SJ_RT x PV_R_S => 0.636\n",
      "4668/3486 \t SJ_RT x RV_R_F => 0.636\n",
      "4669/3486 \t SJ_RT x RV_R_S => 0.636\n",
      "4670/3486 \t SJ_RT x SB_R_NA => 0.636\n",
      "4671/3486 \t SJ_RT x SB_R_WA => 0.636\n",
      "4672/3486 \t SJ_RT x SJ_BK => 0.636\n",
      "4673/3486 \t SJ_RT x SJ_FT => 0.636\n",
      "4674/3486 \t SJ_RT x SJ_LT => 0.636\n",
      "4675/3486 \t SJ_RT x SJ_RT => 1\n",
      "4676/3486 \t SJ_RT x SS_F_BK => 0.818\n",
      "4677/3486 \t SJ_RT x SS_F_FT => 0.795\n",
      "4678/3486 \t SJ_RT x SS_F_LT => 0.87\n",
      "4679/3486 \t SJ_RT x SS_F_RT => 0.874\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "4680/3486 \t SJ_RT x SS_S_BK => 0.848\n",
      "4681/3486 \t SJ_RT x SS_S_FT => 0.852\n",
      "4682/3486 \t SJ_RT x SS_S_LT => 0.873\n",
      "4683/3486 \t SJ_RT x SS_S_RT => 0.892\n",
      "4684/3486 \t SJ_RT x SYN_B => 0.516\n",
      "4685/3486 \t SJ_RT x SYN_K => 0.694\n",
      "4686/3486 \t SJ_RT x SYN_R => 0.88\n",
      "4687/3486 \t SJ_RT x SYN_S => 0.835\n",
      "4688/3486 \t SJ_RT x SYN_U => 0.885\n",
      "4689/3486 \t SJ_RT x TA => 0.825\n",
      "4690/3486 \t SJ_RT x TB_F_FB => 0.663\n",
      "4691/3486 \t SJ_RT x TB_S => 0.739\n",
      "4692/3486 \t SJ_RT x TB_S_FB => 0.715\n",
      "4693/3486 \t SJ_RT x TF_F => 0.774\n",
      "4694/3486 \t SJ_RT x TF_S => 0.836\n",
      "4695/3486 \t SJ_RT x TL_F => 0.75\n",
      "4696/3486 \t SJ_RT x TL_S => 0.77\n",
      "4697/3486 \t SJ_RT x TOS_F => 0.745\n",
      "4698/3486 \t SJ_RT x TOS_S => 0.8\n",
      "4699/3486 \t SJ_RT x TR_F => 0.783\n",
      "4700/3486 \t SJ_RT x TR_S => 0.823\n",
      "4701/3486 \t SJ_RT x UP1 => 0.689\n",
      "4702/3486 \t SJ_RT x UP2 => 0.717\n",
      "4703/3486 \t SJ_RT x UP3 => 0.65\n",
      "4704/3486 \t SS_F_BK x AR => 0.65\n",
      "4705/3486 \t SS_F_BK x AS_L_NA => 0.65\n",
      "4706/3486 \t SS_F_BK x AS_L_WA => 0.65\n",
      "4707/3486 \t SS_F_BK x BA_R_NA => 0.65\n",
      "4708/3486 \t SS_F_BK x BA_R_WA => 0.65\n",
      "4709/3486 \t SS_F_BK x BBS_F_BK => 0.65\n",
      "4710/3486 \t SS_F_BK x BBS_F_FT => 0.65\n",
      "4711/3486 \t SS_F_BK x BBS_S_BK => 0.65\n",
      "4712/3486 \t SS_F_BK x BBS_S_FT => 0.65\n",
      "4713/3486 \t SS_F_BK x BJ_BK => 0.65\n",
      "4714/3486 \t SS_F_BK x BJ_FT => 0.65\n",
      "4715/3486 \t SS_F_BK x BJ_LT => 0.65\n",
      "4716/3486 \t SS_F_BK x BJ_RT => 0.65\n",
      "4717/3486 \t SS_F_BK x BSS_F_BK => 0.65\n",
      "4718/3486 \t SS_F_BK x BSS_F_FT => 0.65\n",
      "4719/3486 \t SS_F_BK x BSS_S_BK => 0.65\n",
      "4720/3486 \t SS_F_BK x BSS_S_FT => 0.65\n",
      "4721/3486 \t SS_F_BK x BS_F_BK => 0.65\n",
      "4722/3486 \t SS_F_BK x BS_F_FT => 0.65\n",
      "4723/3486 \t SS_F_BK x BS_F_LT => 0.65\n",
      "4724/3486 \t SS_F_BK x BS_F_RT => 0.65\n",
      "4725/3486 \t SS_F_BK x BS_S_BK => 0.65\n",
      "4726/3486 \t SS_F_BK x BS_S_FT => 0.65\n",
      "4727/3486 \t SS_F_BK x BS_S_LT => 0.65\n",
      "4728/3486 \t SS_F_BK x BS_S_RT => 0.65\n",
      "4729/3486 \t SS_F_BK x CH => 0.65\n",
      "4730/3486 \t SS_F_BK x CU_R_NA => 0.65\n",
      "4731/3486 \t SS_F_BK x CU_R_WA => 0.65\n",
      "4732/3486 \t SS_F_BK x EF => 0.65\n",
      "4733/3486 \t SS_F_BK x FR_R_NA => 0.65\n",
      "4734/3486 \t SS_F_BK x FR_R_WA => 0.65\n",
      "4735/3486 \t SS_F_BK x LD_F_dis => 0.65\n",
      "4736/3486 \t SS_F_BK x LD_F_small => 0.65\n",
      "4737/3486 \t SS_F_BK x LD_S_dis => 0.65\n",
      "4738/3486 \t SS_F_BK x LD_S_small => 0.65\n",
      "4739/3486 \t SS_F_BK x LU_F_big => 0.65\n",
      "4740/3486 \t SS_F_BK x LU_F_dis => 0.65\n",
      "4741/3486 \t SS_F_BK x LU_S_big => 0.65\n",
      "4742/3486 \t SS_F_BK x LU_S_dis => 0.65\n",
      "4743/3486 \t SS_F_BK x P1 => 0.65\n",
      "4744/3486 \t SS_F_BK x P3 => 0.65\n",
      "4745/3486 \t SS_F_BK x PB_F => 0.65\n",
      "4746/3486 \t SS_F_BK x PB_S => 0.65\n",
      "4747/3486 \t SS_F_BK x PC_F => 0.65\n",
      "4748/3486 \t SS_F_BK x PC_S => 0.65\n",
      "4749/3486 \t SS_F_BK x PE => 0.65\n",
      "4750/3486 \t SS_F_BK x PV_R_F => 0.65\n",
      "4751/3486 \t SS_F_BK x PV_R_S => 0.65\n",
      "4752/3486 \t SS_F_BK x RV_R_F => 0.65\n",
      "4753/3486 \t SS_F_BK x RV_R_S => 0.65\n",
      "4754/3486 \t SS_F_BK x SB_R_NA => 0.65\n",
      "4755/3486 \t SS_F_BK x SB_R_WA => 0.65\n",
      "4756/3486 \t SS_F_BK x SJ_BK => 0.65\n",
      "4757/3486 \t SS_F_BK x SJ_FT => 0.65\n",
      "4758/3486 \t SS_F_BK x SJ_LT => 0.65\n",
      "4759/3486 \t SS_F_BK x SJ_RT => 0.65\n",
      "4760/3486 \t SS_F_BK x SS_F_BK => 1\n",
      "4761/3486 \t SS_F_BK x SS_F_FT => 0.967\n",
      "4762/3486 \t SS_F_BK x SS_F_LT => 0.91\n",
      "4763/3486 \t SS_F_BK x SS_F_RT => 0.918\n",
      "4764/3486 \t SS_F_BK x SS_S_BK => 0.962\n",
      "4765/3486 \t SS_F_BK x SS_S_FT => 0.984\n",
      "4766/3486 \t SS_F_BK x SS_S_LT => 0.936\n",
      "4767/3486 \t SS_F_BK x SS_S_RT => 0.934\n",
      "4768/3486 \t SS_F_BK x SYN_B => 0.494\n",
      "4769/3486 \t SS_F_BK x SYN_K => 0.714\n",
      "4770/3486 \t SS_F_BK x SYN_R => 0.911\n",
      "4771/3486 \t SS_F_BK x SYN_S => 0.864\n",
      "4772/3486 \t SS_F_BK x SYN_U => 0.893\n",
      "4773/3486 \t SS_F_BK x TA => 0.766\n",
      "4774/3486 \t SS_F_BK x TB_F_FB => 0.699\n",
      "4775/3486 \t SS_F_BK x TB_S => 0.721\n",
      "4776/3486 \t SS_F_BK x TB_S_FB => 0.749\n",
      "4777/3486 \t SS_F_BK x TF_F => 0.697\n",
      "4778/3486 \t SS_F_BK x TF_S => 0.797\n",
      "4779/3486 \t SS_F_BK x TL_F => 0.684\n",
      "4780/3486 \t SS_F_BK x TL_S => 0.741\n",
      "4781/3486 \t SS_F_BK x TOS_F => 0.713\n",
      "4782/3486 \t SS_F_BK x TOS_S => 0.768\n",
      "4783/3486 \t SS_F_BK x TR_F => 0.717\n",
      "4784/3486 \t SS_F_BK x TR_S => 0.771\n",
      "4785/3486 \t SS_F_BK x UP1 => 0.631\n",
      "4786/3486 \t SS_F_BK x UP2 => 0.66\n",
      "4787/3486 \t SS_F_BK x UP3 => 0.566\n",
      "4788/3486 \t SS_F_FT x AR => 0.566\n",
      "4789/3486 \t SS_F_FT x AS_L_NA => 0.566\n",
      "4790/3486 \t SS_F_FT x AS_L_WA => 0.566\n",
      "4791/3486 \t SS_F_FT x BA_R_NA => 0.566\n",
      "4792/3486 \t SS_F_FT x BA_R_WA => 0.566\n",
      "4793/3486 \t SS_F_FT x BBS_F_BK => 0.566\n",
      "4794/3486 \t SS_F_FT x BBS_F_FT => 0.566\n",
      "4795/3486 \t SS_F_FT x BBS_S_BK => 0.566\n",
      "4796/3486 \t SS_F_FT x BBS_S_FT => 0.566\n",
      "4797/3486 \t SS_F_FT x BJ_BK => 0.566\n",
      "4798/3486 \t SS_F_FT x BJ_FT => 0.566\n",
      "4799/3486 \t SS_F_FT x BJ_LT => 0.566\n",
      "4800/3486 \t SS_F_FT x BJ_RT => 0.566\n",
      "4801/3486 \t SS_F_FT x BSS_F_BK => 0.566\n",
      "4802/3486 \t SS_F_FT x BSS_F_FT => 0.566\n",
      "4803/3486 \t SS_F_FT x BSS_S_BK => 0.566\n",
      "4804/3486 \t SS_F_FT x BSS_S_FT => 0.566\n",
      "4805/3486 \t SS_F_FT x BS_F_BK => 0.566\n",
      "4806/3486 \t SS_F_FT x BS_F_FT => 0.566\n",
      "4807/3486 \t SS_F_FT x BS_F_LT => 0.566\n",
      "4808/3486 \t SS_F_FT x BS_F_RT => 0.566\n",
      "4809/3486 \t SS_F_FT x BS_S_BK => 0.566\n",
      "4810/3486 \t SS_F_FT x BS_S_FT => 0.566\n",
      "4811/3486 \t SS_F_FT x BS_S_LT => 0.566\n",
      "4812/3486 \t SS_F_FT x BS_S_RT => 0.566\n",
      "4813/3486 \t SS_F_FT x CH => 0.566\n",
      "4814/3486 \t SS_F_FT x CU_R_NA => 0.566\n",
      "4815/3486 \t SS_F_FT x CU_R_WA => 0.566\n",
      "4816/3486 \t SS_F_FT x EF => 0.566\n",
      "4817/3486 \t SS_F_FT x FR_R_NA => 0.566\n",
      "4818/3486 \t SS_F_FT x FR_R_WA => 0.566\n",
      "4819/3486 \t SS_F_FT x LD_F_dis => 0.566\n",
      "4820/3486 \t SS_F_FT x LD_F_small => 0.566\n",
      "4821/3486 \t SS_F_FT x LD_S_dis => 0.566\n",
      "4822/3486 \t SS_F_FT x LD_S_small => 0.566\n",
      "4823/3486 \t SS_F_FT x LU_F_big => 0.566\n",
      "4824/3486 \t SS_F_FT x LU_F_dis => 0.566\n",
      "4825/3486 \t SS_F_FT x LU_S_big => 0.566\n",
      "4826/3486 \t SS_F_FT x LU_S_dis => 0.566\n",
      "4827/3486 \t SS_F_FT x P1 => 0.566\n",
      "4828/3486 \t SS_F_FT x P3 => 0.566\n",
      "4829/3486 \t SS_F_FT x PB_F => 0.566\n",
      "4830/3486 \t SS_F_FT x PB_S => 0.566\n",
      "4831/3486 \t SS_F_FT x PC_F => 0.566\n",
      "4832/3486 \t SS_F_FT x PC_S => 0.566\n",
      "4833/3486 \t SS_F_FT x PE => 0.566\n",
      "4834/3486 \t SS_F_FT x PV_R_F => 0.566\n",
      "4835/3486 \t SS_F_FT x PV_R_S => 0.566\n",
      "4836/3486 \t SS_F_FT x RV_R_F => 0.566\n",
      "4837/3486 \t SS_F_FT x RV_R_S => 0.566\n",
      "4838/3486 \t SS_F_FT x SB_R_NA => 0.566\n",
      "4839/3486 \t SS_F_FT x SB_R_WA => 0.566\n",
      "4840/3486 \t SS_F_FT x SJ_BK => 0.566\n",
      "4841/3486 \t SS_F_FT x SJ_FT => 0.566\n",
      "4842/3486 \t SS_F_FT x SJ_LT => 0.566\n",
      "4843/3486 \t SS_F_FT x SJ_RT => 0.566\n",
      "4844/3486 \t SS_F_FT x SS_F_BK => 0.566\n",
      "4845/3486 \t SS_F_FT x SS_F_FT => 1\n",
      "4846/3486 \t SS_F_FT x SS_F_LT => 0.883\n",
      "4847/3486 \t SS_F_FT x SS_F_RT => 0.874\n",
      "4848/3486 \t SS_F_FT x SS_S_BK => 0.949\n",
      "4849/3486 \t SS_F_FT x SS_S_FT => 0.984\n",
      "4850/3486 \t SS_F_FT x SS_S_LT => 0.912\n",
      "4851/3486 \t SS_F_FT x SS_S_RT => 0.896\n",
      "4852/3486 \t SS_F_FT x SYN_B => 0.489\n",
      "4853/3486 \t SS_F_FT x SYN_K => 0.708\n",
      "4854/3486 \t SS_F_FT x SYN_R => 0.906\n",
      "4855/3486 \t SS_F_FT x SYN_S => 0.854\n",
      "4856/3486 \t SS_F_FT x SYN_U => 0.872\n",
      "4857/3486 \t SS_F_FT x TA => 0.723\n",
      "4858/3486 \t SS_F_FT x TB_F_FB => 0.701\n",
      "4859/3486 \t SS_F_FT x TB_S => 0.718\n",
      "4860/3486 \t SS_F_FT x TB_S_FB => 0.756\n",
      "4861/3486 \t SS_F_FT x TF_F => 0.681\n",
      "4862/3486 \t SS_F_FT x TF_S => 0.784\n",
      "4863/3486 \t SS_F_FT x TL_F => 0.655\n",
      "4864/3486 \t SS_F_FT x TL_S => 0.722\n",
      "4865/3486 \t SS_F_FT x TOS_F => 0.709\n",
      "4866/3486 \t SS_F_FT x TOS_S => 0.759\n",
      "4867/3486 \t SS_F_FT x TR_F => 0.713\n",
      "4868/3486 \t SS_F_FT x TR_S => 0.765\n",
      "4869/3486 \t SS_F_FT x UP1 => 0.632\n",
      "4870/3486 \t SS_F_FT x UP2 => 0.663\n",
      "4871/3486 \t SS_F_FT x UP3 => 0.542\n",
      "4872/3486 \t SS_F_LT x AR => 0.542\n",
      "4873/3486 \t SS_F_LT x AS_L_NA => 0.542\n",
      "4874/3486 \t SS_F_LT x AS_L_WA => 0.542\n",
      "4875/3486 \t SS_F_LT x BA_R_NA => 0.542\n",
      "4876/3486 \t SS_F_LT x BA_R_WA => 0.542\n",
      "4877/3486 \t SS_F_LT x BBS_F_BK => 0.542\n",
      "4878/3486 \t SS_F_LT x BBS_F_FT => 0.542\n",
      "4879/3486 \t SS_F_LT x BBS_S_BK => 0.542\n",
      "4880/3486 \t SS_F_LT x BBS_S_FT => 0.542\n",
      "4881/3486 \t SS_F_LT x BJ_BK => 0.542\n",
      "4882/3486 \t SS_F_LT x BJ_FT => 0.542\n",
      "4883/3486 \t SS_F_LT x BJ_LT => 0.542\n",
      "4884/3486 \t SS_F_LT x BJ_RT => 0.542\n",
      "4885/3486 \t SS_F_LT x BSS_F_BK => 0.542\n",
      "4886/3486 \t SS_F_LT x BSS_F_FT => 0.542\n",
      "4887/3486 \t SS_F_LT x BSS_S_BK => 0.542\n",
      "4888/3486 \t SS_F_LT x BSS_S_FT => 0.542\n",
      "4889/3486 \t SS_F_LT x BS_F_BK => 0.542\n",
      "4890/3486 \t SS_F_LT x BS_F_FT => 0.542\n",
      "4891/3486 \t SS_F_LT x BS_F_LT => 0.542\n",
      "4892/3486 \t SS_F_LT x BS_F_RT => 0.542\n",
      "4893/3486 \t SS_F_LT x BS_S_BK => 0.542\n",
      "4894/3486 \t SS_F_LT x BS_S_FT => 0.542\n",
      "4895/3486 \t SS_F_LT x BS_S_LT => 0.542\n",
      "4896/3486 \t SS_F_LT x BS_S_RT => 0.542\n",
      "4897/3486 \t SS_F_LT x CH => 0.542\n",
      "4898/3486 \t SS_F_LT x CU_R_NA => 0.542\n",
      "4899/3486 \t SS_F_LT x CU_R_WA => 0.542\n",
      "4900/3486 \t SS_F_LT x EF => 0.542\n",
      "4901/3486 \t SS_F_LT x FR_R_NA => 0.542\n",
      "4902/3486 \t SS_F_LT x FR_R_WA => 0.542\n",
      "4903/3486 \t SS_F_LT x LD_F_dis => 0.542\n",
      "4904/3486 \t SS_F_LT x LD_F_small => 0.542\n",
      "4905/3486 \t SS_F_LT x LD_S_dis => 0.542\n",
      "4906/3486 \t SS_F_LT x LD_S_small => 0.542\n",
      "4907/3486 \t SS_F_LT x LU_F_big => 0.542\n",
      "4908/3486 \t SS_F_LT x LU_F_dis => 0.542\n",
      "4909/3486 \t SS_F_LT x LU_S_big => 0.542\n",
      "4910/3486 \t SS_F_LT x LU_S_dis => 0.542\n",
      "4911/3486 \t SS_F_LT x P1 => 0.542\n",
      "4912/3486 \t SS_F_LT x P3 => 0.542\n",
      "4913/3486 \t SS_F_LT x PB_F => 0.542\n",
      "4914/3486 \t SS_F_LT x PB_S => 0.542\n",
      "4915/3486 \t SS_F_LT x PC_F => 0.542\n",
      "4916/3486 \t SS_F_LT x PC_S => 0.542\n",
      "4917/3486 \t SS_F_LT x PE => 0.542\n",
      "4918/3486 \t SS_F_LT x PV_R_F => 0.542\n",
      "4919/3486 \t SS_F_LT x PV_R_S => 0.542\n",
      "4920/3486 \t SS_F_LT x RV_R_F => 0.542\n",
      "4921/3486 \t SS_F_LT x RV_R_S => 0.542\n",
      "4922/3486 \t SS_F_LT x SB_R_NA => 0.542\n",
      "4923/3486 \t SS_F_LT x SB_R_WA => 0.542\n",
      "4924/3486 \t SS_F_LT x SJ_BK => 0.542\n",
      "4925/3486 \t SS_F_LT x SJ_FT => 0.542\n",
      "4926/3486 \t SS_F_LT x SJ_LT => 0.542\n",
      "4927/3486 \t SS_F_LT x SJ_RT => 0.542\n",
      "4928/3486 \t SS_F_LT x SS_F_BK => 0.542\n",
      "4929/3486 \t SS_F_LT x SS_F_FT => 0.542\n",
      "4930/3486 \t SS_F_LT x SS_F_LT => 1\n",
      "4931/3486 \t SS_F_LT x SS_F_RT => 0.991\n",
      "4932/3486 \t SS_F_LT x SS_S_BK => 0.899\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "4933/3486 \t SS_F_LT x SS_S_FT => 0.911\n",
      "4934/3486 \t SS_F_LT x SS_S_LT => 0.989\n",
      "4935/3486 \t SS_F_LT x SS_S_RT => 0.994\n",
      "4936/3486 \t SS_F_LT x SYN_B => 0.454\n",
      "4937/3486 \t SS_F_LT x SYN_K => 0.737\n",
      "4938/3486 \t SS_F_LT x SYN_R => 0.963\n",
      "4939/3486 \t SS_F_LT x SYN_S => 0.915\n",
      "4940/3486 \t SS_F_LT x SYN_U => 0.932\n",
      "4941/3486 \t SS_F_LT x TA => 0.83\n",
      "4942/3486 \t SS_F_LT x TB_F_FB => 0.657\n",
      "4943/3486 \t SS_F_LT x TB_S => 0.713\n",
      "4944/3486 \t SS_F_LT x TB_S_FB => 0.681\n",
      "4945/3486 \t SS_F_LT x TF_F => 0.763\n",
      "4946/3486 \t SS_F_LT x TF_S => 0.832\n",
      "4947/3486 \t SS_F_LT x TL_F => 0.757\n",
      "4948/3486 \t SS_F_LT x TL_S => 0.781\n",
      "4949/3486 \t SS_F_LT x TOS_F => 0.77\n",
      "4950/3486 \t SS_F_LT x TOS_S => 0.803\n",
      "4951/3486 \t SS_F_LT x TR_F => 0.735\n",
      "4952/3486 \t SS_F_LT x TR_S => 0.783\n",
      "4953/3486 \t SS_F_LT x UP1 => 0.683\n",
      "4954/3486 \t SS_F_LT x UP2 => 0.699\n",
      "4955/3486 \t SS_F_LT x UP3 => 0.612\n",
      "4956/3486 \t SS_F_RT x AR => 0.612\n",
      "4957/3486 \t SS_F_RT x AS_L_NA => 0.612\n",
      "4958/3486 \t SS_F_RT x AS_L_WA => 0.612\n",
      "4959/3486 \t SS_F_RT x BA_R_NA => 0.612\n",
      "4960/3486 \t SS_F_RT x BA_R_WA => 0.612\n",
      "4961/3486 \t SS_F_RT x BBS_F_BK => 0.612\n",
      "4962/3486 \t SS_F_RT x BBS_F_FT => 0.612\n",
      "4963/3486 \t SS_F_RT x BBS_S_BK => 0.612\n",
      "4964/3486 \t SS_F_RT x BBS_S_FT => 0.612\n",
      "4965/3486 \t SS_F_RT x BJ_BK => 0.612\n",
      "4966/3486 \t SS_F_RT x BJ_FT => 0.612\n",
      "4967/3486 \t SS_F_RT x BJ_LT => 0.612\n",
      "4968/3486 \t SS_F_RT x BJ_RT => 0.612\n",
      "4969/3486 \t SS_F_RT x BSS_F_BK => 0.612\n",
      "4970/3486 \t SS_F_RT x BSS_F_FT => 0.612\n",
      "4971/3486 \t SS_F_RT x BSS_S_BK => 0.612\n",
      "4972/3486 \t SS_F_RT x BSS_S_FT => 0.612\n",
      "4973/3486 \t SS_F_RT x BS_F_BK => 0.612\n",
      "4974/3486 \t SS_F_RT x BS_F_FT => 0.612\n",
      "4975/3486 \t SS_F_RT x BS_F_LT => 0.612\n",
      "4976/3486 \t SS_F_RT x BS_F_RT => 0.612\n",
      "4977/3486 \t SS_F_RT x BS_S_BK => 0.612\n",
      "4978/3486 \t SS_F_RT x BS_S_FT => 0.612\n",
      "4979/3486 \t SS_F_RT x BS_S_LT => 0.612\n",
      "4980/3486 \t SS_F_RT x BS_S_RT => 0.612\n",
      "4981/3486 \t SS_F_RT x CH => 0.612\n",
      "4982/3486 \t SS_F_RT x CU_R_NA => 0.612\n",
      "4983/3486 \t SS_F_RT x CU_R_WA => 0.612\n",
      "4984/3486 \t SS_F_RT x EF => 0.612\n",
      "4985/3486 \t SS_F_RT x FR_R_NA => 0.612\n",
      "4986/3486 \t SS_F_RT x FR_R_WA => 0.612\n",
      "4987/3486 \t SS_F_RT x LD_F_dis => 0.612\n",
      "4988/3486 \t SS_F_RT x LD_F_small => 0.612\n",
      "4989/3486 \t SS_F_RT x LD_S_dis => 0.612\n",
      "4990/3486 \t SS_F_RT x LD_S_small => 0.612\n",
      "4991/3486 \t SS_F_RT x LU_F_big => 0.612\n",
      "4992/3486 \t SS_F_RT x LU_F_dis => 0.612\n",
      "4993/3486 \t SS_F_RT x LU_S_big => 0.612\n",
      "4994/3486 \t SS_F_RT x LU_S_dis => 0.612\n",
      "4995/3486 \t SS_F_RT x P1 => 0.612\n",
      "4996/3486 \t SS_F_RT x P3 => 0.612\n",
      "4997/3486 \t SS_F_RT x PB_F => 0.612\n",
      "4998/3486 \t SS_F_RT x PB_S => 0.612\n",
      "4999/3486 \t SS_F_RT x PC_F => 0.612\n",
      "5000/3486 \t SS_F_RT x PC_S => 0.612\n",
      "5001/3486 \t SS_F_RT x PE => 0.612\n",
      "5002/3486 \t SS_F_RT x PV_R_F => 0.612\n",
      "5003/3486 \t SS_F_RT x PV_R_S => 0.612\n",
      "5004/3486 \t SS_F_RT x RV_R_F => 0.612\n",
      "5005/3486 \t SS_F_RT x RV_R_S => 0.612\n",
      "5006/3486 \t SS_F_RT x SB_R_NA => 0.612\n",
      "5007/3486 \t SS_F_RT x SB_R_WA => 0.612\n",
      "5008/3486 \t SS_F_RT x SJ_BK => 0.612\n",
      "5009/3486 \t SS_F_RT x SJ_FT => 0.612\n",
      "5010/3486 \t SS_F_RT x SJ_LT => 0.612\n",
      "5011/3486 \t SS_F_RT x SJ_RT => 0.612\n",
      "5012/3486 \t SS_F_RT x SS_F_BK => 0.612\n",
      "5013/3486 \t SS_F_RT x SS_F_FT => 0.612\n",
      "5014/3486 \t SS_F_RT x SS_F_LT => 0.612\n",
      "5015/3486 \t SS_F_RT x SS_F_RT => 1\n",
      "5016/3486 \t SS_F_RT x SS_S_BK => 0.901\n",
      "5017/3486 \t SS_F_RT x SS_S_FT => 0.911\n",
      "5018/3486 \t SS_F_RT x SS_S_LT => 0.989\n",
      "5019/3486 \t SS_F_RT x SS_S_RT => 0.996\n",
      "5020/3486 \t SS_F_RT x SYN_B => 0.448\n",
      "5021/3486 \t SS_F_RT x SYN_K => 0.745\n",
      "5022/3486 \t SS_F_RT x SYN_R => 0.972\n",
      "5023/3486 \t SS_F_RT x SYN_S => 0.92\n",
      "5024/3486 \t SS_F_RT x SYN_U => 0.933\n",
      "5025/3486 \t SS_F_RT x TA => 0.823\n",
      "5026/3486 \t SS_F_RT x TB_F_FB => 0.661\n",
      "5027/3486 \t SS_F_RT x TB_S => 0.72\n",
      "5028/3486 \t SS_F_RT x TB_S_FB => 0.692\n",
      "5029/3486 \t SS_F_RT x TF_F => 0.762\n",
      "5030/3486 \t SS_F_RT x TF_S => 0.831\n",
      "5031/3486 \t SS_F_RT x TL_F => 0.755\n",
      "5032/3486 \t SS_F_RT x TL_S => 0.783\n",
      "5033/3486 \t SS_F_RT x TOS_F => 0.771\n",
      "5034/3486 \t SS_F_RT x TOS_S => 0.806\n",
      "5035/3486 \t SS_F_RT x TR_F => 0.737\n",
      "5036/3486 \t SS_F_RT x TR_S => 0.792\n",
      "5037/3486 \t SS_F_RT x UP1 => 0.681\n",
      "5038/3486 \t SS_F_RT x UP2 => 0.708\n",
      "5039/3486 \t SS_F_RT x UP3 => 0.609\n",
      "5040/3486 \t SS_S_BK x AR => 0.609\n",
      "5041/3486 \t SS_S_BK x AS_L_NA => 0.609\n",
      "5042/3486 \t SS_S_BK x AS_L_WA => 0.609\n",
      "5043/3486 \t SS_S_BK x BA_R_NA => 0.609\n",
      "5044/3486 \t SS_S_BK x BA_R_WA => 0.609\n",
      "5045/3486 \t SS_S_BK x BBS_F_BK => 0.609\n",
      "5046/3486 \t SS_S_BK x BBS_F_FT => 0.609\n",
      "5047/3486 \t SS_S_BK x BBS_S_BK => 0.609\n",
      "5048/3486 \t SS_S_BK x BBS_S_FT => 0.609\n",
      "5049/3486 \t SS_S_BK x BJ_BK => 0.609\n",
      "5050/3486 \t SS_S_BK x BJ_FT => 0.609\n",
      "5051/3486 \t SS_S_BK x BJ_LT => 0.609\n",
      "5052/3486 \t SS_S_BK x BJ_RT => 0.609\n",
      "5053/3486 \t SS_S_BK x BSS_F_BK => 0.609\n",
      "5054/3486 \t SS_S_BK x BSS_F_FT => 0.609\n",
      "5055/3486 \t SS_S_BK x BSS_S_BK => 0.609\n",
      "5056/3486 \t SS_S_BK x BSS_S_FT => 0.609\n",
      "5057/3486 \t SS_S_BK x BS_F_BK => 0.609\n",
      "5058/3486 \t SS_S_BK x BS_F_FT => 0.609\n",
      "5059/3486 \t SS_S_BK x BS_F_LT => 0.609\n",
      "5060/3486 \t SS_S_BK x BS_F_RT => 0.609\n",
      "5061/3486 \t SS_S_BK x BS_S_BK => 0.609\n",
      "5062/3486 \t SS_S_BK x BS_S_FT => 0.609\n",
      "5063/3486 \t SS_S_BK x BS_S_LT => 0.609\n",
      "5064/3486 \t SS_S_BK x BS_S_RT => 0.609\n",
      "5065/3486 \t SS_S_BK x CH => 0.609\n",
      "5066/3486 \t SS_S_BK x CU_R_NA => 0.609\n",
      "5067/3486 \t SS_S_BK x CU_R_WA => 0.609\n",
      "5068/3486 \t SS_S_BK x EF => 0.609\n",
      "5069/3486 \t SS_S_BK x FR_R_NA => 0.609\n",
      "5070/3486 \t SS_S_BK x FR_R_WA => 0.609\n",
      "5071/3486 \t SS_S_BK x LD_F_dis => 0.609\n",
      "5072/3486 \t SS_S_BK x LD_F_small => 0.609\n",
      "5073/3486 \t SS_S_BK x LD_S_dis => 0.609\n",
      "5074/3486 \t SS_S_BK x LD_S_small => 0.609\n",
      "5075/3486 \t SS_S_BK x LU_F_big => 0.609\n",
      "5076/3486 \t SS_S_BK x LU_F_dis => 0.609\n",
      "5077/3486 \t SS_S_BK x LU_S_big => 0.609\n",
      "5078/3486 \t SS_S_BK x LU_S_dis => 0.609\n",
      "5079/3486 \t SS_S_BK x P1 => 0.609\n",
      "5080/3486 \t SS_S_BK x P3 => 0.609\n",
      "5081/3486 \t SS_S_BK x PB_F => 0.609\n",
      "5082/3486 \t SS_S_BK x PB_S => 0.609\n",
      "5083/3486 \t SS_S_BK x PC_F => 0.609\n",
      "5084/3486 \t SS_S_BK x PC_S => 0.609\n",
      "5085/3486 \t SS_S_BK x PE => 0.609\n",
      "5086/3486 \t SS_S_BK x PV_R_F => 0.609\n",
      "5087/3486 \t SS_S_BK x PV_R_S => 0.609\n",
      "5088/3486 \t SS_S_BK x RV_R_F => 0.609\n",
      "5089/3486 \t SS_S_BK x RV_R_S => 0.609\n",
      "5090/3486 \t SS_S_BK x SB_R_NA => 0.609\n",
      "5091/3486 \t SS_S_BK x SB_R_WA => 0.609\n",
      "5092/3486 \t SS_S_BK x SJ_BK => 0.609\n",
      "5093/3486 \t SS_S_BK x SJ_FT => 0.609\n",
      "5094/3486 \t SS_S_BK x SJ_LT => 0.609\n",
      "5095/3486 \t SS_S_BK x SJ_RT => 0.609\n",
      "5096/3486 \t SS_S_BK x SS_F_BK => 0.609\n",
      "5097/3486 \t SS_S_BK x SS_F_FT => 0.609\n",
      "5098/3486 \t SS_S_BK x SS_F_LT => 0.609\n",
      "5099/3486 \t SS_S_BK x SS_F_RT => 0.609\n",
      "5100/3486 \t SS_S_BK x SS_S_BK => 1\n",
      "5101/3486 \t SS_S_BK x SS_S_FT => 0.958\n",
      "5102/3486 \t SS_S_BK x SS_S_LT => 0.9\n",
      "5103/3486 \t SS_S_BK x SS_S_RT => 0.902\n",
      "5104/3486 \t SS_S_BK x SYN_B => 0.722\n",
      "5105/3486 \t SS_S_BK x SYN_K => 0.755\n",
      "5106/3486 \t SS_S_BK x SYN_R => 0.887\n",
      "5107/3486 \t SS_S_BK x SYN_S => 0.859\n",
      "5108/3486 \t SS_S_BK x SYN_U => 0.852\n",
      "5109/3486 \t SS_S_BK x TA => 0.787\n",
      "5110/3486 \t SS_S_BK x TB_F_FB => 0.757\n",
      "5111/3486 \t SS_S_BK x TB_S => 0.71\n",
      "5112/3486 \t SS_S_BK x TB_S_FB => 0.746\n",
      "5113/3486 \t SS_S_BK x TF_F => 0.747\n",
      "5114/3486 \t SS_S_BK x TF_S => 0.759\n",
      "5115/3486 \t SS_S_BK x TL_F => 0.739\n",
      "5116/3486 \t SS_S_BK x TL_S => 0.726\n",
      "5117/3486 \t SS_S_BK x TOS_F => 0.769\n",
      "5118/3486 \t SS_S_BK x TOS_S => 0.759\n",
      "5119/3486 \t SS_S_BK x TR_F => 0.775\n",
      "5120/3486 \t SS_S_BK x TR_S => 0.764\n",
      "5121/3486 \t SS_S_BK x UP1 => 0.687\n",
      "5122/3486 \t SS_S_BK x UP2 => 0.705\n",
      "5123/3486 \t SS_S_BK x UP3 => 0.698\n",
      "5124/3486 \t SS_S_FT x AR => 0.698\n",
      "5125/3486 \t SS_S_FT x AS_L_NA => 0.698\n",
      "5126/3486 \t SS_S_FT x AS_L_WA => 0.698\n",
      "5127/3486 \t SS_S_FT x BA_R_NA => 0.698\n",
      "5128/3486 \t SS_S_FT x BA_R_WA => 0.698\n",
      "5129/3486 \t SS_S_FT x BBS_F_BK => 0.698\n",
      "5130/3486 \t SS_S_FT x BBS_F_FT => 0.698\n",
      "5131/3486 \t SS_S_FT x BBS_S_BK => 0.698\n",
      "5132/3486 \t SS_S_FT x BBS_S_FT => 0.698\n",
      "5133/3486 \t SS_S_FT x BJ_BK => 0.698\n",
      "5134/3486 \t SS_S_FT x BJ_FT => 0.698\n",
      "5135/3486 \t SS_S_FT x BJ_LT => 0.698\n",
      "5136/3486 \t SS_S_FT x BJ_RT => 0.698\n",
      "5137/3486 \t SS_S_FT x BSS_F_BK => 0.698\n",
      "5138/3486 \t SS_S_FT x BSS_F_FT => 0.698\n",
      "5139/3486 \t SS_S_FT x BSS_S_BK => 0.698\n",
      "5140/3486 \t SS_S_FT x BSS_S_FT => 0.698\n",
      "5141/3486 \t SS_S_FT x BS_F_BK => 0.698\n",
      "5142/3486 \t SS_S_FT x BS_F_FT => 0.698\n",
      "5143/3486 \t SS_S_FT x BS_F_LT => 0.698\n",
      "5144/3486 \t SS_S_FT x BS_F_RT => 0.698\n",
      "5145/3486 \t SS_S_FT x BS_S_BK => 0.698\n",
      "5146/3486 \t SS_S_FT x BS_S_FT => 0.698\n",
      "5147/3486 \t SS_S_FT x BS_S_LT => 0.698\n",
      "5148/3486 \t SS_S_FT x BS_S_RT => 0.698\n",
      "5149/3486 \t SS_S_FT x CH => 0.698\n",
      "5150/3486 \t SS_S_FT x CU_R_NA => 0.698\n",
      "5151/3486 \t SS_S_FT x CU_R_WA => 0.698\n",
      "5152/3486 \t SS_S_FT x EF => 0.698\n",
      "5153/3486 \t SS_S_FT x FR_R_NA => 0.698\n",
      "5154/3486 \t SS_S_FT x FR_R_WA => 0.698\n",
      "5155/3486 \t SS_S_FT x LD_F_dis => 0.698\n",
      "5156/3486 \t SS_S_FT x LD_F_small => 0.698\n",
      "5157/3486 \t SS_S_FT x LD_S_dis => 0.698\n",
      "5158/3486 \t SS_S_FT x LD_S_small => 0.698\n",
      "5159/3486 \t SS_S_FT x LU_F_big => 0.698\n",
      "5160/3486 \t SS_S_FT x LU_F_dis => 0.698\n",
      "5161/3486 \t SS_S_FT x LU_S_big => 0.698\n",
      "5162/3486 \t SS_S_FT x LU_S_dis => 0.698\n",
      "5163/3486 \t SS_S_FT x P1 => 0.698\n",
      "5164/3486 \t SS_S_FT x P3 => 0.698\n",
      "5165/3486 \t SS_S_FT x PB_F => 0.698\n",
      "5166/3486 \t SS_S_FT x PB_S => 0.698\n",
      "5167/3486 \t SS_S_FT x PC_F => 0.698\n",
      "5168/3486 \t SS_S_FT x PC_S => 0.698\n",
      "5169/3486 \t SS_S_FT x PE => 0.698\n",
      "5170/3486 \t SS_S_FT x PV_R_F => 0.698\n",
      "5171/3486 \t SS_S_FT x PV_R_S => 0.698\n",
      "5172/3486 \t SS_S_FT x RV_R_F => 0.698\n",
      "5173/3486 \t SS_S_FT x RV_R_S => 0.698\n",
      "5174/3486 \t SS_S_FT x SB_R_NA => 0.698\n",
      "5175/3486 \t SS_S_FT x SB_R_WA => 0.698\n",
      "5176/3486 \t SS_S_FT x SJ_BK => 0.698\n",
      "5177/3486 \t SS_S_FT x SJ_FT => 0.698\n",
      "5178/3486 \t SS_S_FT x SJ_LT => 0.698\n",
      "5179/3486 \t SS_S_FT x SJ_RT => 0.698\n",
      "5180/3486 \t SS_S_FT x SS_F_BK => 0.698\n",
      "5181/3486 \t SS_S_FT x SS_F_FT => 0.698\n",
      "5182/3486 \t SS_S_FT x SS_F_LT => 0.698\n",
      "5183/3486 \t SS_S_FT x SS_F_RT => 0.698\n",
      "5184/3486 \t SS_S_FT x SS_S_BK => 0.698\n",
      "5185/3486 \t SS_S_FT x SS_S_FT => 1\n",
      "5186/3486 \t SS_S_FT x SS_S_LT => 0.915\n",
      "5187/3486 \t SS_S_FT x SS_S_RT => 0.911\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "5188/3486 \t SS_S_FT x SYN_B => 0.716\n",
      "5189/3486 \t SS_S_FT x SYN_K => 0.748\n",
      "5190/3486 \t SS_S_FT x SYN_R => 0.897\n",
      "5191/3486 \t SS_S_FT x SYN_S => 0.87\n",
      "5192/3486 \t SS_S_FT x SYN_U => 0.878\n",
      "5193/3486 \t SS_S_FT x TA => 0.778\n",
      "5194/3486 \t SS_S_FT x TB_F_FB => 0.768\n",
      "5195/3486 \t SS_S_FT x TB_S => 0.707\n",
      "5196/3486 \t SS_S_FT x TB_S_FB => 0.767\n",
      "5197/3486 \t SS_S_FT x TF_F => 0.744\n",
      "5198/3486 \t SS_S_FT x TF_S => 0.786\n",
      "5199/3486 \t SS_S_FT x TL_F => 0.744\n",
      "5200/3486 \t SS_S_FT x TL_S => 0.733\n",
      "5201/3486 \t SS_S_FT x TOS_F => 0.799\n",
      "5202/3486 \t SS_S_FT x TOS_S => 0.756\n",
      "5203/3486 \t SS_S_FT x TR_F => 0.775\n",
      "5204/3486 \t SS_S_FT x TR_S => 0.773\n",
      "5205/3486 \t SS_S_FT x UP1 => 0.693\n",
      "5206/3486 \t SS_S_FT x UP2 => 0.719\n",
      "5207/3486 \t SS_S_FT x UP3 => 0.714\n",
      "5208/3486 \t SS_S_LT x AR => 0.714\n",
      "5209/3486 \t SS_S_LT x AS_L_NA => 0.714\n",
      "5210/3486 \t SS_S_LT x AS_L_WA => 0.714\n",
      "5211/3486 \t SS_S_LT x BA_R_NA => 0.714\n",
      "5212/3486 \t SS_S_LT x BA_R_WA => 0.714\n",
      "5213/3486 \t SS_S_LT x BBS_F_BK => 0.714\n",
      "5214/3486 \t SS_S_LT x BBS_F_FT => 0.714\n",
      "5215/3486 \t SS_S_LT x BBS_S_BK => 0.714\n",
      "5216/3486 \t SS_S_LT x BBS_S_FT => 0.714\n",
      "5217/3486 \t SS_S_LT x BJ_BK => 0.714\n",
      "5218/3486 \t SS_S_LT x BJ_FT => 0.714\n",
      "5219/3486 \t SS_S_LT x BJ_LT => 0.714\n",
      "5220/3486 \t SS_S_LT x BJ_RT => 0.714\n",
      "5221/3486 \t SS_S_LT x BSS_F_BK => 0.714\n",
      "5222/3486 \t SS_S_LT x BSS_F_FT => 0.714\n",
      "5223/3486 \t SS_S_LT x BSS_S_BK => 0.714\n",
      "5224/3486 \t SS_S_LT x BSS_S_FT => 0.714\n",
      "5225/3486 \t SS_S_LT x BS_F_BK => 0.714\n",
      "5226/3486 \t SS_S_LT x BS_F_FT => 0.714\n",
      "5227/3486 \t SS_S_LT x BS_F_LT => 0.714\n",
      "5228/3486 \t SS_S_LT x BS_F_RT => 0.714\n",
      "5229/3486 \t SS_S_LT x BS_S_BK => 0.714\n",
      "5230/3486 \t SS_S_LT x BS_S_FT => 0.714\n",
      "5231/3486 \t SS_S_LT x BS_S_LT => 0.714\n",
      "5232/3486 \t SS_S_LT x BS_S_RT => 0.714\n",
      "5233/3486 \t SS_S_LT x CH => 0.714\n",
      "5234/3486 \t SS_S_LT x CU_R_NA => 0.714\n",
      "5235/3486 \t SS_S_LT x CU_R_WA => 0.714\n",
      "5236/3486 \t SS_S_LT x EF => 0.714\n",
      "5237/3486 \t SS_S_LT x FR_R_NA => 0.714\n",
      "5238/3486 \t SS_S_LT x FR_R_WA => 0.714\n",
      "5239/3486 \t SS_S_LT x LD_F_dis => 0.714\n",
      "5240/3486 \t SS_S_LT x LD_F_small => 0.714\n",
      "5241/3486 \t SS_S_LT x LD_S_dis => 0.714\n",
      "5242/3486 \t SS_S_LT x LD_S_small => 0.714\n",
      "5243/3486 \t SS_S_LT x LU_F_big => 0.714\n",
      "5244/3486 \t SS_S_LT x LU_F_dis => 0.714\n",
      "5245/3486 \t SS_S_LT x LU_S_big => 0.714\n",
      "5246/3486 \t SS_S_LT x LU_S_dis => 0.714\n",
      "5247/3486 \t SS_S_LT x P1 => 0.714\n",
      "5248/3486 \t SS_S_LT x P3 => 0.714\n",
      "5249/3486 \t SS_S_LT x PB_F => 0.714\n",
      "5250/3486 \t SS_S_LT x PB_S => 0.714\n",
      "5251/3486 \t SS_S_LT x PC_F => 0.714\n",
      "5252/3486 \t SS_S_LT x PC_S => 0.714\n",
      "5253/3486 \t SS_S_LT x PE => 0.714\n",
      "5254/3486 \t SS_S_LT x PV_R_F => 0.714\n",
      "5255/3486 \t SS_S_LT x PV_R_S => 0.714\n",
      "5256/3486 \t SS_S_LT x RV_R_F => 0.714\n",
      "5257/3486 \t SS_S_LT x RV_R_S => 0.714\n",
      "5258/3486 \t SS_S_LT x SB_R_NA => 0.714\n",
      "5259/3486 \t SS_S_LT x SB_R_WA => 0.714\n",
      "5260/3486 \t SS_S_LT x SJ_BK => 0.714\n",
      "5261/3486 \t SS_S_LT x SJ_FT => 0.714\n",
      "5262/3486 \t SS_S_LT x SJ_LT => 0.714\n",
      "5263/3486 \t SS_S_LT x SJ_RT => 0.714\n",
      "5264/3486 \t SS_S_LT x SS_F_BK => 0.714\n",
      "5265/3486 \t SS_S_LT x SS_F_FT => 0.714\n",
      "5266/3486 \t SS_S_LT x SS_F_LT => 0.714\n",
      "5267/3486 \t SS_S_LT x SS_F_RT => 0.714\n",
      "5268/3486 \t SS_S_LT x SS_S_BK => 0.714\n",
      "5269/3486 \t SS_S_LT x SS_S_FT => 0.714\n",
      "5270/3486 \t SS_S_LT x SS_S_LT => 1\n",
      "5271/3486 \t SS_S_LT x SS_S_RT => 0.99\n",
      "5272/3486 \t SS_S_LT x SYN_B => 0.589\n",
      "5273/3486 \t SS_S_LT x SYN_K => 0.764\n",
      "5274/3486 \t SS_S_LT x SYN_R => 0.957\n",
      "5275/3486 \t SS_S_LT x SYN_S => 0.924\n",
      "5276/3486 \t SS_S_LT x SYN_U => 0.926\n",
      "5277/3486 \t SS_S_LT x TA => 0.823\n",
      "5278/3486 \t SS_S_LT x TB_F_FB => 0.646\n",
      "5279/3486 \t SS_S_LT x TB_S => 0.714\n",
      "5280/3486 \t SS_S_LT x TB_S_FB => 0.681\n",
      "5281/3486 \t SS_S_LT x TF_F => 0.758\n",
      "5282/3486 \t SS_S_LT x TF_S => 0.832\n",
      "5283/3486 \t SS_S_LT x TL_F => 0.756\n",
      "5284/3486 \t SS_S_LT x TL_S => 0.789\n",
      "5285/3486 \t SS_S_LT x TOS_F => 0.767\n",
      "5286/3486 \t SS_S_LT x TOS_S => 0.799\n",
      "5287/3486 \t SS_S_LT x TR_F => 0.734\n",
      "5288/3486 \t SS_S_LT x TR_S => 0.786\n",
      "5289/3486 \t SS_S_LT x UP1 => 0.68\n",
      "5290/3486 \t SS_S_LT x UP2 => 0.777\n",
      "5291/3486 \t SS_S_LT x UP3 => 0.602\n",
      "5292/3486 \t SS_S_RT x AR => 0.602\n",
      "5293/3486 \t SS_S_RT x AS_L_NA => 0.602\n",
      "5294/3486 \t SS_S_RT x AS_L_WA => 0.602\n",
      "5295/3486 \t SS_S_RT x BA_R_NA => 0.602\n",
      "5296/3486 \t SS_S_RT x BA_R_WA => 0.602\n",
      "5297/3486 \t SS_S_RT x BBS_F_BK => 0.602\n",
      "5298/3486 \t SS_S_RT x BBS_F_FT => 0.602\n",
      "5299/3486 \t SS_S_RT x BBS_S_BK => 0.602\n",
      "5300/3486 \t SS_S_RT x BBS_S_FT => 0.602\n",
      "5301/3486 \t SS_S_RT x BJ_BK => 0.602\n",
      "5302/3486 \t SS_S_RT x BJ_FT => 0.602\n",
      "5303/3486 \t SS_S_RT x BJ_LT => 0.602\n",
      "5304/3486 \t SS_S_RT x BJ_RT => 0.602\n",
      "5305/3486 \t SS_S_RT x BSS_F_BK => 0.602\n",
      "5306/3486 \t SS_S_RT x BSS_F_FT => 0.602\n",
      "5307/3486 \t SS_S_RT x BSS_S_BK => 0.602\n",
      "5308/3486 \t SS_S_RT x BSS_S_FT => 0.602\n",
      "5309/3486 \t SS_S_RT x BS_F_BK => 0.602\n",
      "5310/3486 \t SS_S_RT x BS_F_FT => 0.602\n",
      "5311/3486 \t SS_S_RT x BS_F_LT => 0.602\n",
      "5312/3486 \t SS_S_RT x BS_F_RT => 0.602\n",
      "5313/3486 \t SS_S_RT x BS_S_BK => 0.602\n",
      "5314/3486 \t SS_S_RT x BS_S_FT => 0.602\n",
      "5315/3486 \t SS_S_RT x BS_S_LT => 0.602\n",
      "5316/3486 \t SS_S_RT x BS_S_RT => 0.602\n",
      "5317/3486 \t SS_S_RT x CH => 0.602\n",
      "5318/3486 \t SS_S_RT x CU_R_NA => 0.602\n",
      "5319/3486 \t SS_S_RT x CU_R_WA => 0.602\n",
      "5320/3486 \t SS_S_RT x EF => 0.602\n",
      "5321/3486 \t SS_S_RT x FR_R_NA => 0.602\n",
      "5322/3486 \t SS_S_RT x FR_R_WA => 0.602\n",
      "5323/3486 \t SS_S_RT x LD_F_dis => 0.602\n",
      "5324/3486 \t SS_S_RT x LD_F_small => 0.602\n",
      "5325/3486 \t SS_S_RT x LD_S_dis => 0.602\n",
      "5326/3486 \t SS_S_RT x LD_S_small => 0.602\n",
      "5327/3486 \t SS_S_RT x LU_F_big => 0.602\n",
      "5328/3486 \t SS_S_RT x LU_F_dis => 0.602\n",
      "5329/3486 \t SS_S_RT x LU_S_big => 0.602\n",
      "5330/3486 \t SS_S_RT x LU_S_dis => 0.602\n",
      "5331/3486 \t SS_S_RT x P1 => 0.602\n",
      "5332/3486 \t SS_S_RT x P3 => 0.602\n",
      "5333/3486 \t SS_S_RT x PB_F => 0.602\n",
      "5334/3486 \t SS_S_RT x PB_S => 0.602\n",
      "5335/3486 \t SS_S_RT x PC_F => 0.602\n",
      "5336/3486 \t SS_S_RT x PC_S => 0.602\n",
      "5337/3486 \t SS_S_RT x PE => 0.602\n",
      "5338/3486 \t SS_S_RT x PV_R_F => 0.602\n",
      "5339/3486 \t SS_S_RT x PV_R_S => 0.602\n",
      "5340/3486 \t SS_S_RT x RV_R_F => 0.602\n",
      "5341/3486 \t SS_S_RT x RV_R_S => 0.602\n",
      "5342/3486 \t SS_S_RT x SB_R_NA => 0.602\n",
      "5343/3486 \t SS_S_RT x SB_R_WA => 0.602\n",
      "5344/3486 \t SS_S_RT x SJ_BK => 0.602\n",
      "5345/3486 \t SS_S_RT x SJ_FT => 0.602\n",
      "5346/3486 \t SS_S_RT x SJ_LT => 0.602\n",
      "5347/3486 \t SS_S_RT x SJ_RT => 0.602\n",
      "5348/3486 \t SS_S_RT x SS_F_BK => 0.602\n",
      "5349/3486 \t SS_S_RT x SS_F_FT => 0.602\n",
      "5350/3486 \t SS_S_RT x SS_F_LT => 0.602\n",
      "5351/3486 \t SS_S_RT x SS_F_RT => 0.602\n",
      "5352/3486 \t SS_S_RT x SS_S_BK => 0.602\n",
      "5353/3486 \t SS_S_RT x SS_S_FT => 0.602\n",
      "5354/3486 \t SS_S_RT x SS_S_LT => 0.602\n",
      "5355/3486 \t SS_S_RT x SS_S_RT => 1\n",
      "5356/3486 \t SS_S_RT x SYN_B => 0.594\n",
      "5357/3486 \t SS_S_RT x SYN_K => 0.763\n",
      "5358/3486 \t SS_S_RT x SYN_R => 0.964\n"
     ]
    },
    {
     "ename": "KeyboardInterrupt",
     "evalue": "",
     "output_type": "error",
     "traceback": [
      "\u001b[1;31m---------------------------------------------------------------------------\u001b[0m",
      "\u001b[1;31mKeyboardInterrupt\u001b[0m                         Traceback (most recent call last)",
      "Cell \u001b[1;32mIn[31], line 13\u001b[0m\n\u001b[0;32m     11\u001b[0m         angles_a \u001b[38;5;241m=\u001b[39m angle_dataframes[video_a]\n\u001b[0;32m     12\u001b[0m         angles_b \u001b[38;5;241m=\u001b[39m angle_dataframes[video_b]\n\u001b[1;32m---> 13\u001b[0m         similarity, _ \u001b[38;5;241m=\u001b[39m \u001b[43moverall_similarity\u001b[49m\u001b[43m(\u001b[49m\u001b[43mangles_a\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mangles_b\u001b[49m\u001b[43m)\u001b[49m\n\u001b[0;32m     14\u001b[0m         similarities1\u001b[38;5;241m.\u001b[39mloc[video_a, video_b] \u001b[38;5;241m=\u001b[39m similarity\n\u001b[0;32m     15\u001b[0m \u001b[38;5;28;01melse\u001b[39;00m:\n",
      "File \u001b[1;32m~\\OneDrive\\Dokumente\\Here is my stuff\\Studium\\Bachelorarbeit\\cotton\\overall_video_similarity.py:231\u001b[0m, in \u001b[0;36moverall_similarity\u001b[1;34m(X_angles, Y_angles)\u001b[0m\n\u001b[0;32m    228\u001b[0m     path_dict\u001b[38;5;241m.\u001b[39msetdefault(f1, [])\u001b[38;5;241m.\u001b[39mappend(f2)\n\u001b[0;32m    230\u001b[0m \u001b[38;5;28;01mfor\u001b[39;00m i, j \u001b[38;5;129;01min\u001b[39;00m path:\n\u001b[1;32m--> 231\u001b[0m     a \u001b[38;5;241m=\u001b[39m \u001b[43mcosine_similarity\u001b[49m\u001b[43m(\u001b[49m\u001b[43mX_angles\u001b[49m\u001b[43m[\u001b[49m\u001b[43mi\u001b[49m\u001b[43m]\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mvalues\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mreshape\u001b[49m\u001b[43m(\u001b[49m\u001b[38;5;241;43m1\u001b[39;49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[38;5;241;43m-\u001b[39;49m\u001b[38;5;241;43m1\u001b[39;49m\u001b[43m)\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mY_angles\u001b[49m\u001b[43m[\u001b[49m\u001b[43mj\u001b[49m\u001b[43m]\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mvalues\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mreshape\u001b[49m\u001b[43m(\u001b[49m\u001b[38;5;241;43m1\u001b[39;49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[38;5;241;43m-\u001b[39;49m\u001b[38;5;241;43m1\u001b[39;49m\u001b[43m)\u001b[49m\u001b[43m)\u001b[49m\n\u001b[0;32m    232\u001b[0m     \u001b[38;5;66;03m# delete arrays with zeros\u001b[39;00m\n\u001b[0;32m    233\u001b[0m     \u001b[38;5;28;01mif\u001b[39;00m a \u001b[38;5;241m!=\u001b[39m (np\u001b[38;5;241m.\u001b[39marray([\u001b[38;5;241m0\u001b[39m])):\n",
      "File \u001b[1;32m~\\anaconda3\\envs\\cotton\\lib\\site-packages\\sklearn\\metrics\\pairwise.py:1395\u001b[0m, in \u001b[0;36mcosine_similarity\u001b[1;34m(X, Y, dense_output)\u001b[0m\n\u001b[0;32m   1391\u001b[0m \u001b[38;5;66;03m# to avoid recursive import\u001b[39;00m\n\u001b[0;32m   1393\u001b[0m X, Y \u001b[38;5;241m=\u001b[39m check_pairwise_arrays(X, Y)\n\u001b[1;32m-> 1395\u001b[0m X_normalized \u001b[38;5;241m=\u001b[39m \u001b[43mnormalize\u001b[49m\u001b[43m(\u001b[49m\u001b[43mX\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mcopy\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[38;5;28;43;01mTrue\u001b[39;49;00m\u001b[43m)\u001b[49m\n\u001b[0;32m   1396\u001b[0m \u001b[38;5;28;01mif\u001b[39;00m X \u001b[38;5;129;01mis\u001b[39;00m Y:\n\u001b[0;32m   1397\u001b[0m     Y_normalized \u001b[38;5;241m=\u001b[39m X_normalized\n",
      "File \u001b[1;32m~\\anaconda3\\envs\\cotton\\lib\\site-packages\\sklearn\\preprocessing\\_data.py:1817\u001b[0m, in \u001b[0;36mnormalize\u001b[1;34m(X, norm, axis, copy, return_norm)\u001b[0m\n\u001b[0;32m   1814\u001b[0m \u001b[38;5;28;01melse\u001b[39;00m:\n\u001b[0;32m   1815\u001b[0m     \u001b[38;5;28;01mraise\u001b[39;00m \u001b[38;5;167;01mValueError\u001b[39;00m(\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124m'\u001b[39m\u001b[38;5;132;01m%d\u001b[39;00m\u001b[38;5;124m'\u001b[39m\u001b[38;5;124m is not a supported axis\u001b[39m\u001b[38;5;124m\"\u001b[39m \u001b[38;5;241m%\u001b[39m axis)\n\u001b[1;32m-> 1817\u001b[0m X \u001b[38;5;241m=\u001b[39m \u001b[43mcheck_array\u001b[49m\u001b[43m(\u001b[49m\n\u001b[0;32m   1818\u001b[0m \u001b[43m    \u001b[49m\u001b[43mX\u001b[49m\u001b[43m,\u001b[49m\n\u001b[0;32m   1819\u001b[0m \u001b[43m    \u001b[49m\u001b[43maccept_sparse\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43msparse_format\u001b[49m\u001b[43m,\u001b[49m\n\u001b[0;32m   1820\u001b[0m \u001b[43m    \u001b[49m\u001b[43mcopy\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43mcopy\u001b[49m\u001b[43m,\u001b[49m\n\u001b[0;32m   1821\u001b[0m \u001b[43m    \u001b[49m\u001b[43mestimator\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[38;5;124;43m\"\u001b[39;49m\u001b[38;5;124;43mthe normalize function\u001b[39;49m\u001b[38;5;124;43m\"\u001b[39;49m\u001b[43m,\u001b[49m\n\u001b[0;32m   1822\u001b[0m \u001b[43m    \u001b[49m\u001b[43mdtype\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43mFLOAT_DTYPES\u001b[49m\u001b[43m,\u001b[49m\n\u001b[0;32m   1823\u001b[0m \u001b[43m\u001b[49m\u001b[43m)\u001b[49m\n\u001b[0;32m   1824\u001b[0m \u001b[38;5;28;01mif\u001b[39;00m axis \u001b[38;5;241m==\u001b[39m \u001b[38;5;241m0\u001b[39m:\n\u001b[0;32m   1825\u001b[0m     X \u001b[38;5;241m=\u001b[39m X\u001b[38;5;241m.\u001b[39mT\n",
      "File \u001b[1;32m~\\anaconda3\\envs\\cotton\\lib\\site-packages\\sklearn\\utils\\validation.py:950\u001b[0m, in \u001b[0;36mcheck_array\u001b[1;34m(array, accept_sparse, accept_large_sparse, dtype, order, copy, force_all_finite, ensure_2d, allow_nd, ensure_min_samples, ensure_min_features, estimator, input_name)\u001b[0m\n\u001b[0;32m    947\u001b[0m \u001b[38;5;28;01mif\u001b[39;00m xp\u001b[38;5;241m.\u001b[39m\u001b[38;5;18m__name__\u001b[39m \u001b[38;5;129;01min\u001b[39;00m {\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mnumpy\u001b[39m\u001b[38;5;124m\"\u001b[39m, \u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mnumpy.array_api\u001b[39m\u001b[38;5;124m\"\u001b[39m}:\n\u001b[0;32m    948\u001b[0m     \u001b[38;5;66;03m# only make a copy if `array` and `array_orig` may share memory`\u001b[39;00m\n\u001b[0;32m    949\u001b[0m     \u001b[38;5;28;01mif\u001b[39;00m np\u001b[38;5;241m.\u001b[39mmay_share_memory(array, array_orig):\n\u001b[1;32m--> 950\u001b[0m         array \u001b[38;5;241m=\u001b[39m \u001b[43m_asarray_with_order\u001b[49m\u001b[43m(\u001b[49m\n\u001b[0;32m    951\u001b[0m \u001b[43m            \u001b[49m\u001b[43marray\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mdtype\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43mdtype\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43morder\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43morder\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mcopy\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[38;5;28;43;01mTrue\u001b[39;49;00m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mxp\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43mxp\u001b[49m\n\u001b[0;32m    952\u001b[0m \u001b[43m        \u001b[49m\u001b[43m)\u001b[49m\n\u001b[0;32m    953\u001b[0m \u001b[38;5;28;01melse\u001b[39;00m:\n\u001b[0;32m    954\u001b[0m     \u001b[38;5;66;03m# always make a copy for non-numpy arrays\u001b[39;00m\n\u001b[0;32m    955\u001b[0m     array \u001b[38;5;241m=\u001b[39m _asarray_with_order(\n\u001b[0;32m    956\u001b[0m         array, dtype\u001b[38;5;241m=\u001b[39mdtype, order\u001b[38;5;241m=\u001b[39morder, copy\u001b[38;5;241m=\u001b[39m\u001b[38;5;28;01mTrue\u001b[39;00m, xp\u001b[38;5;241m=\u001b[39mxp\n\u001b[0;32m    957\u001b[0m     )\n",
      "File \u001b[1;32m~\\anaconda3\\envs\\cotton\\lib\\site-packages\\sklearn\\utils\\_array_api.py:186\u001b[0m, in \u001b[0;36m_asarray_with_order\u001b[1;34m(array, dtype, order, copy, xp)\u001b[0m\n\u001b[0;32m    183\u001b[0m \u001b[38;5;28;01mif\u001b[39;00m xp\u001b[38;5;241m.\u001b[39m\u001b[38;5;18m__name__\u001b[39m \u001b[38;5;129;01min\u001b[39;00m {\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mnumpy\u001b[39m\u001b[38;5;124m\"\u001b[39m, \u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mnumpy.array_api\u001b[39m\u001b[38;5;124m\"\u001b[39m}:\n\u001b[0;32m    184\u001b[0m     \u001b[38;5;66;03m# Use NumPy API to support order\u001b[39;00m\n\u001b[0;32m    185\u001b[0m     array \u001b[38;5;241m=\u001b[39m numpy\u001b[38;5;241m.\u001b[39masarray(array, order\u001b[38;5;241m=\u001b[39morder, dtype\u001b[38;5;241m=\u001b[39mdtype)\n\u001b[1;32m--> 186\u001b[0m     \u001b[38;5;28;01mreturn\u001b[39;00m \u001b[43mxp\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43masarray\u001b[49m\u001b[43m(\u001b[49m\u001b[43marray\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mcopy\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43mcopy\u001b[49m\u001b[43m)\u001b[49m\n\u001b[0;32m    187\u001b[0m \u001b[38;5;28;01melse\u001b[39;00m:\n\u001b[0;32m    188\u001b[0m     \u001b[38;5;28;01mreturn\u001b[39;00m xp\u001b[38;5;241m.\u001b[39masarray(array, dtype\u001b[38;5;241m=\u001b[39mdtype, copy\u001b[38;5;241m=\u001b[39mcopy)\n",
      "File \u001b[1;32m~\\anaconda3\\envs\\cotton\\lib\\site-packages\\sklearn\\utils\\_array_api.py:73\u001b[0m, in \u001b[0;36m_NumPyApiWrapper.asarray\u001b[1;34m(self, x, dtype, device, copy)\u001b[0m\n\u001b[0;32m     70\u001b[0m \u001b[38;5;28;01mdef\u001b[39;00m \u001b[38;5;21masarray\u001b[39m(\u001b[38;5;28mself\u001b[39m, x, \u001b[38;5;241m*\u001b[39m, dtype\u001b[38;5;241m=\u001b[39m\u001b[38;5;28;01mNone\u001b[39;00m, device\u001b[38;5;241m=\u001b[39m\u001b[38;5;28;01mNone\u001b[39;00m, copy\u001b[38;5;241m=\u001b[39m\u001b[38;5;28;01mNone\u001b[39;00m):\n\u001b[0;32m     71\u001b[0m     \u001b[38;5;66;03m# Support copy in NumPy namespace\u001b[39;00m\n\u001b[0;32m     72\u001b[0m     \u001b[38;5;28;01mif\u001b[39;00m copy \u001b[38;5;129;01mis\u001b[39;00m \u001b[38;5;28;01mTrue\u001b[39;00m:\n\u001b[1;32m---> 73\u001b[0m         \u001b[38;5;28;01mreturn\u001b[39;00m \u001b[43mnumpy\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43marray\u001b[49m\u001b[43m(\u001b[49m\u001b[43mx\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mcopy\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[38;5;28;43;01mTrue\u001b[39;49;00m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mdtype\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43mdtype\u001b[49m\u001b[43m)\u001b[49m\n\u001b[0;32m     74\u001b[0m     \u001b[38;5;28;01melse\u001b[39;00m:\n\u001b[0;32m     75\u001b[0m         \u001b[38;5;28;01mreturn\u001b[39;00m numpy\u001b[38;5;241m.\u001b[39masarray(x, dtype\u001b[38;5;241m=\u001b[39mdtype)\n",
      "\u001b[1;31mKeyboardInterrupt\u001b[0m: "
     ]
    }
   ],
   "source": [
    "n_tot = int((len(video_names)**2 - len(video_names)) / 2)\n",
    "i = 0\n",
    "\n",
    "similarities1 = pd.DataFrame(index=video_names, columns=video_names)\n",
    "\n",
    "for a, video_a in enumerate(video_names):\n",
    "    for b, video_b in enumerate(video_names):\n",
    "        if (video_a in angle_dataframes.keys()) & (video_b in angle_dataframes.keys()):\n",
    "            if (a != b):\n",
    "                if (a < b):\n",
    "                    angles_a = angle_dataframes[video_a]\n",
    "                    angles_b = angle_dataframes[video_b]\n",
    "                    similarity, _ = overall_similarity(angles_a, angles_b)\n",
    "                    similarities1.loc[video_a, video_b] = similarity\n",
    "            else:\n",
    "                similarity = 1\n",
    "                similarities1.loc[video_a, video_b] = similarity\n",
    "\n",
    "            print(\"{}/{} \\t {} x {} => {}\".format(i, n_tot, video_a, video_b, similarity))\n",
    "            i += 1\n",
    "\n",
    "        \n",
    "for a, video_a in enumerate(video_names):\n",
    "    for b, video_b in enumerate(video_names):\n",
    "        if (a != b) & (video_a in angle_dataframes.keys()) & (video_b in angle_dataframes.keys()):\n",
    "            if (a > b):\n",
    "                similarities1.loc[video_a, video_b] = similarities1.loc[video_b, video_a]"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "75851830",
   "metadata": {},
   "source": [
    "Nicolettas implementation of dtw horizontal:\n",
    "\n",
    "This function calculates the DTW distance by comparing \"horizontal\" values, meaning the comparison is made separately for each feature (body part angle in this case) across the entire time series. This approach treats each feature independently and calculates the similarity for each feature before summing them up. This method can be useful when you want to analyze the similarity of individual features separately, especially when the features have different characteristics or scaling."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 32,
   "id": "cd74e5f5",
   "metadata": {
    "code_folding": [
     0
    ]
   },
   "outputs": [],
   "source": [
    "def dtw_horizontal(s_frames, t_frames):\n",
    "    # Get number of rows in each dataframe\n",
    "    # corresponding to the number of body part angles\n",
    "    n, m = len(s_frames), len(t_frames)\n",
    "    # Initialize sum of DTW distances\n",
    "    sum_dtw_values = 0\n",
    "    # Loop over the number of body parts\n",
    "    for i in range(n):\n",
    "        # Initialize DTW matrix with infinite values\n",
    "        # Also initialize a vector to account for missing values\n",
    "        # Both w.r.t the number of frames for each body part\n",
    "        dtw_matrix = [[float(\"inf\") for _ in range(m+1)] for _ in range(len(s_frames[i])+1)]\n",
    "        vec_vals = [float(\"inf\")] * (m+1)\n",
    "        vec_vals[0] = 0\n",
    "        # Loop over the number of frames for the s and t dataframes\n",
    "        for j in range(1, len(s_frames[i]) + 1):\n",
    "            # Initialize count to track number of valid entries\n",
    "            count = 0\n",
    "            for k in range(1, len(t_frames[i]) + 1):\n",
    "                # Check if the entry is missing\n",
    "                if (s_frames[i][j - 1] - t_frames[i][k - 1]) != np.nan:\n",
    "                    # Calculate the absolute difference\n",
    "                    diff_entries = abs(s_frames[i][j - 1] - t_frames[i][k - 1])\n",
    "                    # Increment the count of valid entries\n",
    "                    count += 1\n",
    "                    # If the count of valid entries is greater than zero\n",
    "                    if count > 0:\n",
    "                        # Compute the cost\n",
    "                        cost = diff_entries\n",
    "                        # Compute the DTW distance for the current pair of frames\n",
    "                        dtw_matrix[j][k] = cost + min(dtw_matrix[j-1][k], dtw_matrix[j][k-1], dtw_matrix[j-1][k-1])\n",
    "                        # Store the DTW distance in the vector to account for missing values\n",
    "                        vec_vals[k] = dtw_matrix[j][k]\n",
    "                    else:\n",
    "                        # If there are no valid entries, store the value from the vector\n",
    "                        dtw_matrix[j][k] = vec_vals[k]\n",
    "        # Compute the length of the DTW path, i.e., the number of steps\n",
    "        n_steps = len(s_frames[i]) + len(t_frames[i])\n",
    "        # Compute the final DTW distance\n",
    "        dtw_final = dtw_matrix[len(s_frames[i])][len(t_frames[i])] / n_steps\n",
    "        # Update the sum of DTW distances\n",
    "        sum_dtw_values += dtw_final\n",
    "    # Return the sum of DTW distances\n",
    "    return sum_dtw_values"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "cbc0bce4",
   "metadata": {},
   "source": [
    "If you want to capture the similarity between time series considering all features simultaneously, the classic dtw function is the way to go. However, if you want to analyze the similarity of individual features separately, the dtw_horizontal function would be more appropriate."
   ]
  },
  {
   "cell_type": "markdown",
   "id": "e6eb14ef",
   "metadata": {},
   "source": [
    "## Local segment similarity (Neu!)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 33,
   "id": "2bd4aabd",
   "metadata": {},
   "outputs": [],
   "source": [
    "video_names = list_video_names()\n",
    "video_names = [x for x in video_names if 'P2'!=x]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 34,
   "id": "91b352f5",
   "metadata": {},
   "outputs": [],
   "source": [
    "video_names = video_names[:10]"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "30b672e7",
   "metadata": {},
   "source": [
    "Für Running Time nur 10..."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 36,
   "id": "e760c265",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "0/45 \t AR x AR => 1\n",
      "1/45 \t AR x AS_L_NA => 0.833\n",
      "2/45 \t AR x AS_L_WA => 0.791\n",
      "3/45 \t AR x BA_R_NA => 0.888\n",
      "4/45 \t AR x BA_R_WA => 0.92\n",
      "5/45 \t AR x BBS_F_BK => 0.637\n",
      "6/45 \t AR x BBS_F_FT => 0.637\n",
      "7/45 \t AR x BBS_S_BK => 0.655\n",
      "8/45 \t AR x BBS_S_FT => 0.642\n",
      "9/45 \t AR x BJ_BK => 0.832\n",
      "10/45 \t AS_L_NA x AR => 0.832\n",
      "11/45 \t AS_L_NA x AS_L_NA => 1\n",
      "12/45 \t AS_L_NA x AS_L_WA => 0.936\n",
      "13/45 \t AS_L_NA x BA_R_NA => 0.791\n",
      "14/45 \t AS_L_NA x BA_R_WA => 0.754\n",
      "15/45 \t AS_L_NA x BBS_F_BK => 0.742\n",
      "16/45 \t AS_L_NA x BBS_F_FT => 0.741\n",
      "17/45 \t AS_L_NA x BBS_S_BK => 0.699\n",
      "18/45 \t AS_L_NA x BBS_S_FT => 0.747\n",
      "19/45 \t AS_L_NA x BJ_BK => 0.908\n",
      "20/45 \t AS_L_WA x AR => 0.908\n",
      "21/45 \t AS_L_WA x AS_L_NA => 0.908\n",
      "22/45 \t AS_L_WA x AS_L_WA => 1\n",
      "23/45 \t AS_L_WA x BA_R_NA => 0.823\n",
      "24/45 \t AS_L_WA x BA_R_WA => 0.817\n",
      "25/45 \t AS_L_WA x BBS_F_BK => 0.781\n",
      "26/45 \t AS_L_WA x BBS_F_FT => 0.744\n",
      "27/45 \t AS_L_WA x BBS_S_BK => 0.712\n",
      "28/45 \t AS_L_WA x BBS_S_FT => 0.757\n",
      "29/45 \t AS_L_WA x BJ_BK => 0.861\n",
      "30/45 \t BA_R_NA x AR => 0.861\n",
      "31/45 \t BA_R_NA x AS_L_NA => 0.861\n",
      "32/45 \t BA_R_NA x AS_L_WA => 0.861\n",
      "33/45 \t BA_R_NA x BA_R_NA => 1\n",
      "34/45 \t BA_R_NA x BA_R_WA => 0.922\n",
      "35/45 \t BA_R_NA x BBS_F_BK => 0.589\n",
      "36/45 \t BA_R_NA x BBS_F_FT => 0.608\n",
      "37/45 \t BA_R_NA x BBS_S_BK => 0.586\n",
      "38/45 \t BA_R_NA x BBS_S_FT => 0.64\n",
      "39/45 \t BA_R_NA x BJ_BK => 0.795\n",
      "40/45 \t BA_R_WA x AR => 0.795\n",
      "41/45 \t BA_R_WA x AS_L_NA => 0.795\n",
      "42/45 \t BA_R_WA x AS_L_WA => 0.795\n",
      "43/45 \t BA_R_WA x BA_R_NA => 0.795\n",
      "44/45 \t BA_R_WA x BA_R_WA => 1\n",
      "45/45 \t BA_R_WA x BBS_F_BK => 0.643\n",
      "46/45 \t BA_R_WA x BBS_F_FT => 0.678\n",
      "47/45 \t BA_R_WA x BBS_S_BK => 0.653\n",
      "48/45 \t BA_R_WA x BBS_S_FT => 0.683\n",
      "49/45 \t BA_R_WA x BJ_BK => 0.832\n",
      "50/45 \t BBS_F_BK x AR => 0.832\n",
      "51/45 \t BBS_F_BK x AS_L_NA => 0.832\n",
      "52/45 \t BBS_F_BK x AS_L_WA => 0.832\n",
      "53/45 \t BBS_F_BK x BA_R_NA => 0.832\n",
      "54/45 \t BBS_F_BK x BA_R_WA => 0.832\n",
      "55/45 \t BBS_F_BK x BBS_F_BK => 1\n",
      "56/45 \t BBS_F_BK x BBS_F_FT => 0.84\n",
      "57/45 \t BBS_F_BK x BBS_S_BK => 0.843\n",
      "58/45 \t BBS_F_BK x BBS_S_FT => 0.776\n",
      "59/45 \t BBS_F_BK x BJ_BK => 0.691\n",
      "60/45 \t BBS_F_FT x AR => 0.691\n",
      "61/45 \t BBS_F_FT x AS_L_NA => 0.691\n",
      "62/45 \t BBS_F_FT x AS_L_WA => 0.691\n",
      "63/45 \t BBS_F_FT x BA_R_NA => 0.691\n",
      "64/45 \t BBS_F_FT x BA_R_WA => 0.691\n",
      "65/45 \t BBS_F_FT x BBS_F_BK => 0.691\n",
      "66/45 \t BBS_F_FT x BBS_F_FT => 1\n",
      "67/45 \t BBS_F_FT x BBS_S_BK => 0.836\n",
      "68/45 \t BBS_F_FT x BBS_S_FT => 0.884\n",
      "69/45 \t BBS_F_FT x BJ_BK => 0.733\n",
      "70/45 \t BBS_S_BK x AR => 0.733\n",
      "71/45 \t BBS_S_BK x AS_L_NA => 0.733\n",
      "72/45 \t BBS_S_BK x AS_L_WA => 0.733\n",
      "73/45 \t BBS_S_BK x BA_R_NA => 0.733\n",
      "74/45 \t BBS_S_BK x BA_R_WA => 0.733\n",
      "75/45 \t BBS_S_BK x BBS_F_BK => 0.733\n",
      "76/45 \t BBS_S_BK x BBS_F_FT => 0.733\n",
      "77/45 \t BBS_S_BK x BBS_S_BK => 1\n",
      "78/45 \t BBS_S_BK x BBS_S_FT => 0.904\n",
      "79/45 \t BBS_S_BK x BJ_BK => 0.745\n",
      "80/45 \t BBS_S_FT x AR => 0.745\n",
      "81/45 \t BBS_S_FT x AS_L_NA => 0.745\n",
      "82/45 \t BBS_S_FT x AS_L_WA => 0.745\n",
      "83/45 \t BBS_S_FT x BA_R_NA => 0.745\n",
      "84/45 \t BBS_S_FT x BA_R_WA => 0.745\n",
      "85/45 \t BBS_S_FT x BBS_F_BK => 0.745\n",
      "86/45 \t BBS_S_FT x BBS_F_FT => 0.745\n",
      "87/45 \t BBS_S_FT x BBS_S_BK => 0.745\n",
      "88/45 \t BBS_S_FT x BBS_S_FT => 1\n",
      "89/45 \t BBS_S_FT x BJ_BK => 0.721\n",
      "90/45 \t BJ_BK x AR => 0.721\n",
      "91/45 \t BJ_BK x AS_L_NA => 0.721\n",
      "92/45 \t BJ_BK x AS_L_WA => 0.721\n",
      "93/45 \t BJ_BK x BA_R_NA => 0.721\n",
      "94/45 \t BJ_BK x BA_R_WA => 0.721\n",
      "95/45 \t BJ_BK x BBS_F_BK => 0.721\n",
      "96/45 \t BJ_BK x BBS_F_FT => 0.721\n",
      "97/45 \t BJ_BK x BBS_S_BK => 0.721\n",
      "98/45 \t BJ_BK x BBS_S_FT => 0.721\n",
      "99/45 \t BJ_BK x BJ_BK => 1\n"
     ]
    }
   ],
   "source": [
    "n_tot = int((len(video_names)**2 - len(video_names)) / 2)\n",
    "i = 0\n",
    "\n",
    "similarities = pd.DataFrame(index=video_names, columns=video_names)\n",
    "\n",
    "for a, video_a in enumerate(video_names):\n",
    "    for b, video_b in enumerate(video_names):\n",
    "        if (video_a in angle_dataframes.keys()) & (video_b in angle_dataframes.keys()):\n",
    "            if (a != b):\n",
    "                if (a < b):\n",
    "                    angles_a = angle_dataframes[video_a]\n",
    "                    angles_b = angle_dataframes[video_b]\n",
    "                    similarity, path = aligned_segement_similarity(angles_a, angles_b, 5)  # Segment muss min 5 lang sein!\n",
    "                    similarities.loc[video_a, video_b] = similarity\n",
    "            else:\n",
    "                similarity = 1\n",
    "                similarities.loc[video_a, video_b] = similarity\n",
    "\n",
    "            print(\"{}/{} \\t {} x {} => {}\".format(i, n_tot, video_a, video_b, similarity))\n",
    "            i += 1"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "9e0afe13",
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "code",
   "execution_count": 37,
   "id": "c558b21e",
   "metadata": {},
   "outputs": [],
   "source": [
    "# Spiegle die obere dreiecksmatrix nach unten\n",
    "for a, video_a in enumerate(video_names):\n",
    "    for b, video_b in enumerate(video_names):\n",
    "        if (a != b) & (video_a in angle_dataframes.keys()) & (video_b in angle_dataframes.keys()):\n",
    "            if (a > b):\n",
    "                similarities.loc[video_a, video_b] = similarities.loc[video_b, video_a]"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "6ebda7ba",
   "metadata": {},
   "source": [
    "Similarity Matrix zwischen Videos"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 38,
   "id": "fdcae07f",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>AR</th>\n",
       "      <th>AS_L_NA</th>\n",
       "      <th>AS_L_WA</th>\n",
       "      <th>BA_R_NA</th>\n",
       "      <th>BA_R_WA</th>\n",
       "      <th>BBS_F_BK</th>\n",
       "      <th>BBS_F_FT</th>\n",
       "      <th>BBS_S_BK</th>\n",
       "      <th>BBS_S_FT</th>\n",
       "      <th>BJ_BK</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>AR</th>\n",
       "      <td>1</td>\n",
       "      <td>0.833</td>\n",
       "      <td>0.791</td>\n",
       "      <td>0.888</td>\n",
       "      <td>0.92</td>\n",
       "      <td>0.637</td>\n",
       "      <td>0.637</td>\n",
       "      <td>0.655</td>\n",
       "      <td>0.642</td>\n",
       "      <td>0.832</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>AS_L_NA</th>\n",
       "      <td>0.833</td>\n",
       "      <td>1</td>\n",
       "      <td>0.936</td>\n",
       "      <td>0.791</td>\n",
       "      <td>0.754</td>\n",
       "      <td>0.742</td>\n",
       "      <td>0.741</td>\n",
       "      <td>0.699</td>\n",
       "      <td>0.747</td>\n",
       "      <td>0.908</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>AS_L_WA</th>\n",
       "      <td>0.791</td>\n",
       "      <td>0.936</td>\n",
       "      <td>1</td>\n",
       "      <td>0.823</td>\n",
       "      <td>0.817</td>\n",
       "      <td>0.781</td>\n",
       "      <td>0.744</td>\n",
       "      <td>0.712</td>\n",
       "      <td>0.757</td>\n",
       "      <td>0.861</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>BA_R_NA</th>\n",
       "      <td>0.888</td>\n",
       "      <td>0.791</td>\n",
       "      <td>0.823</td>\n",
       "      <td>1</td>\n",
       "      <td>0.922</td>\n",
       "      <td>0.589</td>\n",
       "      <td>0.608</td>\n",
       "      <td>0.586</td>\n",
       "      <td>0.64</td>\n",
       "      <td>0.795</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>BA_R_WA</th>\n",
       "      <td>0.92</td>\n",
       "      <td>0.754</td>\n",
       "      <td>0.817</td>\n",
       "      <td>0.922</td>\n",
       "      <td>1</td>\n",
       "      <td>0.643</td>\n",
       "      <td>0.678</td>\n",
       "      <td>0.653</td>\n",
       "      <td>0.683</td>\n",
       "      <td>0.832</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>BBS_F_BK</th>\n",
       "      <td>0.637</td>\n",
       "      <td>0.742</td>\n",
       "      <td>0.781</td>\n",
       "      <td>0.589</td>\n",
       "      <td>0.643</td>\n",
       "      <td>1</td>\n",
       "      <td>0.84</td>\n",
       "      <td>0.843</td>\n",
       "      <td>0.776</td>\n",
       "      <td>0.691</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>BBS_F_FT</th>\n",
       "      <td>0.637</td>\n",
       "      <td>0.741</td>\n",
       "      <td>0.744</td>\n",
       "      <td>0.608</td>\n",
       "      <td>0.678</td>\n",
       "      <td>0.84</td>\n",
       "      <td>1</td>\n",
       "      <td>0.836</td>\n",
       "      <td>0.884</td>\n",
       "      <td>0.733</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>BBS_S_BK</th>\n",
       "      <td>0.655</td>\n",
       "      <td>0.699</td>\n",
       "      <td>0.712</td>\n",
       "      <td>0.586</td>\n",
       "      <td>0.653</td>\n",
       "      <td>0.843</td>\n",
       "      <td>0.836</td>\n",
       "      <td>1</td>\n",
       "      <td>0.904</td>\n",
       "      <td>0.745</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>BBS_S_FT</th>\n",
       "      <td>0.642</td>\n",
       "      <td>0.747</td>\n",
       "      <td>0.757</td>\n",
       "      <td>0.64</td>\n",
       "      <td>0.683</td>\n",
       "      <td>0.776</td>\n",
       "      <td>0.884</td>\n",
       "      <td>0.904</td>\n",
       "      <td>1</td>\n",
       "      <td>0.721</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>BJ_BK</th>\n",
       "      <td>0.832</td>\n",
       "      <td>0.908</td>\n",
       "      <td>0.861</td>\n",
       "      <td>0.795</td>\n",
       "      <td>0.832</td>\n",
       "      <td>0.691</td>\n",
       "      <td>0.733</td>\n",
       "      <td>0.745</td>\n",
       "      <td>0.721</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "             AR AS_L_NA AS_L_WA BA_R_NA BA_R_WA BBS_F_BK BBS_F_FT BBS_S_BK   \n",
       "AR            1   0.833   0.791   0.888    0.92    0.637    0.637    0.655  \\\n",
       "AS_L_NA   0.833       1   0.936   0.791   0.754    0.742    0.741    0.699   \n",
       "AS_L_WA   0.791   0.936       1   0.823   0.817    0.781    0.744    0.712   \n",
       "BA_R_NA   0.888   0.791   0.823       1   0.922    0.589    0.608    0.586   \n",
       "BA_R_WA    0.92   0.754   0.817   0.922       1    0.643    0.678    0.653   \n",
       "BBS_F_BK  0.637   0.742   0.781   0.589   0.643        1     0.84    0.843   \n",
       "BBS_F_FT  0.637   0.741   0.744   0.608   0.678     0.84        1    0.836   \n",
       "BBS_S_BK  0.655   0.699   0.712   0.586   0.653    0.843    0.836        1   \n",
       "BBS_S_FT  0.642   0.747   0.757    0.64   0.683    0.776    0.884    0.904   \n",
       "BJ_BK     0.832   0.908   0.861   0.795   0.832    0.691    0.733    0.745   \n",
       "\n",
       "         BBS_S_FT  BJ_BK  \n",
       "AR          0.642  0.832  \n",
       "AS_L_NA     0.747  0.908  \n",
       "AS_L_WA     0.757  0.861  \n",
       "BA_R_NA      0.64  0.795  \n",
       "BA_R_WA     0.683  0.832  \n",
       "BBS_F_BK    0.776  0.691  \n",
       "BBS_F_FT    0.884  0.733  \n",
       "BBS_S_BK    0.904  0.745  \n",
       "BBS_S_FT        1  0.721  \n",
       "BJ_BK       0.721      1  "
      ]
     },
     "execution_count": 38,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "similarities"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "070df682",
   "metadata": {},
   "source": [
    "## Dendrograms"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "10a733c2",
   "metadata": {},
   "source": [
    "### Hierarchical Clustering Dendrogram (random colors)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 39,
   "id": "c5229c30",
   "metadata": {},
   "outputs": [],
   "source": [
    "from scipy.cluster.hierarchy import linkage, dendrogram\n",
    "import matplotlib.pyplot as plt\n",
    "\n",
    "# Compute the linkage matrix\n",
    "linkage_matrix = linkage(similarities.fillna(0), method='ward')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 35,
   "id": "7d533375",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 1000x700 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "# Plot the dendrogram\n",
    "plt.figure(figsize=(10, 7))\n",
    "dendrogram(linkage_matrix, labels=similarities.index, leaf_rotation=90)\n",
    "plt.title('Hierarchical Clustering Dendrogram')\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "597e36a8",
   "metadata": {},
   "source": [
    "### Dendogram Nicoletta"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "d41c4a90",
   "metadata": {},
   "source": [
    "Clusterings based on angle similarity of poses is much less able to discern the movement patterns!"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "3ed7c5a1",
   "metadata": {},
   "outputs": [],
   "source": [
    "get_dendogram_angle()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "4a917be7",
   "metadata": {},
   "outputs": [],
   "source": [
    "get_dendogram_velocity()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "ff7376f8",
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "e8e745cb",
   "metadata": {},
   "outputs": [],
   "source": []
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "Python 3 (ipykernel)",
   "language": "python",
   "name": "python3"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.9.16"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 5
}