Data Mining Projects for CS584

1. Amazon Review Classification

Techniques: Natural language processing, TF-IDF, Latent Semantic Analysis (LSA), k Nearest Neighbours algorithms

2. Drug Activity Prediction

Techniques: Recursive feature elimination, SGD classifier, SMOTE and other variants from imbalanced-learn

3. KMeans Clustering on Text

Techniques: K-Means, Principal Component Analysis (PCA)

4. Movie Recommender System

Techniques: Factorization Machines

A detailed summary of methods and results is in the Report folder within the project.