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What is IPL Player Performance Prediction AI about?

This research project by Ayushi Bajaj focuses on predicting player performance in the Indian Premier League (IPL) using Explainable AI techniques. It employs various regression models, including Random Forest, Decision Tree, SVM, and XGBoost, with XGBoost yielding the best results after hyperparameter optimization. The study aims to enhance player selection and performance analysis by identifying key factors influencing player performance through Explainable AI methods like the SHAP library.

Author

24pca002

Language

EN