Riot Match Insights: Outcome & Tier Prediction

Group Members

khalil ayeb melek bouabid

Objective

Build and evaluate machine-learning models using Riot API match data to predict (1) match outcomes and (2) player tier classifier and(3)smurf detection and (4) RANK PROGRESSION PREDICTION, and identify which gameplay features most influence these predictions.

Data Schema

See data/processed/README.md for the updated feature dataset schema.