STATS 790 Statistical Learning

This repository contains projects for the STATS 790 Statistical Learning course at McMaster University completed during my master's studies.

Contents

Assignment 1 - Predicting the risk of diabetes using neural networks

Assignment 2 - Mixture model-based clustering of clients for a wholesale provider

Assignment 3 - Liver disease prediction using ensemble learning methods

Assignment 4 - Diabetes classification with dimension reduction techniques

Assignment 5 - Heart failure classification using support vector machine and model based clustering

Project - Customer personality analysis using SVM and random forest