thamindudilshan/cs4622_ml_project_notebooks

Jupyter notebooks for the individual project of CS4622 Machine Learning module

CS4622 - Machine Learning Project Notebooks

(Ride Fare Classification)

This repository contains all the Jupyter notebooks prepared for the individual project of CS4622 Machine Learning module.

Project Objective

Train a classification model based on the sample ride data of a ride-hailing company to classify whether fares are correct or incorrect.

Directory Structure

• 01-data_visualization/ : Notebooks for data visualization and plotting

• 02-all_models : All notebooks created for the competition. Have categorized based on the model.

  • /01-random_forest
  • /02-neural_network
  • /03-xgboost
  • /04-stacking_ensemble
  • /05-catboost

• 03-selected_submissions/ : Notebooks for selected best 3 submissions for the private leaderboard on kaggle.