Project: Predict User Type Based on Citibike Data

My first ML project when I just started

This was a project done about 9 months ago, in April, 2019.

Back then, I submitted the same project for two courses, one is an individual project, using KNN and C4.5 for classification on user type (subscriber/customer). Then I used the same code for data-preprocessing on a team project, with the same topic, and with my team members. We included Naive Bayes and PCA in the analysis.

The slide was submitted during the individual project (KNN & C4.5), while the report was written for the group project (with Naive Bayes, PCA, Logistic Regression included).

Project Slides

Project Report

https://docs.google.com/document/d/1-I-qtV5sjaUyDNK0XMLtCZK5Q_XSRWpLvdv9sg88vCg/edit?usp=sharingdocs.google.com