params_ensemble.json

{
    "input": {
        "casebase":"../data/skin_casebase.txt",
        "outcomes":"../data/skin_outcomes.txt",
        "features":"../"
    },
    "output": {
        "verbose": 0
    },
    "parameters": {
        "run_id": 0,
        "seed": 0,
        "limit": 220551,
        "sample_out": true,
        "heuristic": true,
        "keep_offset": true,
        "shuffle": false,
        "online": true,
        "training_iterations": 1,
        "no_prediction": false,
        "starting_case": 0,
        "models": 100,
        "examples_per_model": 0.01,
        "rule": "majority"
    },
    "hyperparameters":{
        "bias": 0.0,
        "eta1": 0.0,
        "eta0": 0.0,
        "bar_eta0": 0.0,
        "bar_eta1": 0.0,
        "l1": 0,
        "l0": 1,
        "delta": 0.0,
        "gamma": 0.0
    },
    "serialization": {
        "serialize": false,
        "path": "./",
        "weight_file": "W.txt",
        "mu0_file": "mu0.txt",
        "mu1_file": "mu1.txt",
        "append_run_number": false
    },
    "deserialization": {
        "deserialize": false,
        "level": "full",
        "mu0_file": "Mu_0_post_training.txt",
        "mu1_file": "Mu_1_post_training.txt",
        "path": "./"
    }
}