About

This canvas builds a real-time **IPL second-innings chase win probability model** that predicts match outcomes ball-by-ball using Gradient Boosted Trees. It loads historical IPL matches and deliveries, engineers features like run rate, wickets, and remaining runs, trains and evaluates two models (Logistic Regression vs GBT), and visualizes live probability curves, calibration analysis, feature importance, and an interactive match simulator for any chase scenario.