Scripts for classification problems

test_classifiers

Notebook for experimenting with several clasifiers from Scikit-Learn

feature_selection

Function for getting scores for all possible feature combinations.

Uses ROC as metric

Uses loocv for hyperparameter selection

nested_cv

Function for getting scores for all possible feature combinations.

Uses ROC as metric

Uses an outer cross validation of 5 folds and and inner 10 fold for hyperparameter selection