ML-classification

My portion for the Final Project for our Machine Learning course consisted of performing 3 different classification algorithms on an Image dataset. I used the Scikit-Learn Library to

Contents

• folder containing MNIST dataset
• folder containing Fashion-MNIST dataset
• Jupyter Notebook File
• Team Final Report

Algorithms Used

For Preprocessing

• Principal Component Analysis
• Image Resampling

For Analysis

• Linear Discriminant Analysis (LDA)
• Quadratic Discriminant Analysis (QDA)
• K-Nearest Neighbors (KNN)