Repeat Buyers Prediction for E-Commerce

CSULB Spring'23 -- CECS 550

Task

Design a system which will increase the ROI (predict the probability that these new buyers would purchase items from the same merchants again within 6 months), reduce promotional cost, and identify one-time buyers.

Division of Labor

Data Preparation: Austin
Data Visualization: Austin/Jaren/Carol
Feature Engineering: Carol/Jaren/James
Feature Ranking: Daniel
PCA: Jaren/Daniel
Classifiers: James/Daniel/Carol
Statistics/Results: Everyone