TODO.txt

Jackson --
Change Splitter (need merirt) (NEED TO MAKE FILE)

Change Split Criterion Merit (IOLIN_info_gain_split_criterion.py)

Change Best Split Function (leaf.py)



Chris --
Change Attempt Split Function (IOLINTreeClassifier.py)

    Do we always split with the best split? Or keep Hoeffidnger bound?
    
        Split all in the last layer, but then don't split if the conditional mutual 
        information is zero.

Change Learn One Function (IOLINTreeClassifier.py)   
    Implement OLIN Tree
        Need to check depth -- Done
        
        Still need to rename stuff to OLIN, but don't want to mess 
        with files others may be using
        
        Only let one split per attribute -- Done
        
        Create a new tree every batch -- Done
         
        Implement batch training --Done
        
        Create a new IN Tree --Done
        
        EQ 8 -- Ends up being an inf value (because the entropy of the error 
        is larger than the entropy of the target)

Ryan --
Implements IOLIN
    Need to have batch training for concept drift
    Need to check on detecting concept drift
        Threshold of training and validation error
    
    
    

Documentation (in all files touched)