Data Mining

A project where we preprocess the dataset and perform classification, clustering and association rule mining.

Comparing Classifiers for Balance scale Dataset

Classification for discrete data. The dataset used here is Balance scale weight and distance.

Comparing Classifiers for Rice Dataset

Classification for continuous data. The dataset used here is Rice Seed Dataset (Gonen&Jasmine).

Comparing Clustering Methods for Online Retail Customer Dataset

Clustering. The dataset used here is Online Retail Customer Dataset.

Analyzing Market Basket Dataset

Association Rule Mining. The dataset used here is Groceries Market Basket Dataset.

Breast Cancer Classifier

The dataset used here is the Breast Cancer Wisconsin Diagnostic Data Set. This dataset contains 569 records of and 32 features (including the Id). The features represent various parameters that might be useful in predicting if a tumor is malignant or benign.