Machine learning toolbox

This repository contains data pre-processing, manipulation, balancing, and modelling codes.

Current code setup

ADASYN: Adaptive Synthetic minority oversampling method for imbalanced data sets. Used to generate minority class data adaptively.

SMOTE: Synthetic minority oversampling technique. Used to generate minority class data non-adaptively

feature_selector: Contains 5 generic data pre-processing algorithms.