avanti-bhandarkar / KNN-NB-classifiers

Comparing the K Nearest Neighbour and Näive Bayes Classifiers

Comparison of classification algorithms (KNN and Naïve Bayes)

This repository was created for the mini-project ICA component of our Machine Learning course.

The data used for all scripts is from the student alcohol consumption dataset, from UCI Machine Learning.

This project was made by Avanti Bhandarkar (C008), Aditya Kamath (C021) and Chetan Popli (C032)

What is where

Contents	Location
Dataset	KNN-NB-classifiers/data/dataset.csv
Column description for dataset	KNN-NB-classifiers/data/attributes.txt
Avanti's scripts	KNN-NB-classifiers/scripts/avanti
Aditya's scripts	KNN-NB-classifiers/scripts/aditya
Chetans's scripts	KNN-NB-classifiers/scripts/chetan
Best KNN model	KNN-NB-classifiers/scripts/bestKNN
Best Näive Bayes model	KNN-NB-classifiers/scripts/bestNB