This repository contains R-Notebooks that explore handling of imbalanced class. Data used is Seismic dataset from the UCI Machine Learning repository (https://archive.ics.uci.edu/ml/datasets/seismic-bumps), provided in the data folder.
- Three Classification Methods are used in this exercise
- RPART - Recursive PARTitioning
- Naive-Bayes
- SVM - Support Vector Machines