About Files:
mlhc_2016.R
This file includes two parts: First Part: the script for preprocessing the data and modeling multiclass decision trees; Second Part: preprocessing the data (include the binary response columns) and modeling binary logistic Regression.
MulticlassAUC.R
this file includes a function for computing multiclass AUC What it does: Map multiclass response and predicted vectors to binary vectors and compute the AUC per class. This function was written for 3 classes - but can be easily extended to more classes
Dt_binary_mlhc.R
this includes binary decision trees. It will include binary ADABOOST.(in progress)