Cricket Score Predictor
PythonScikit learnMachine Learning
Uses different approaches in ML to predict score with high accuracy.
IPL Score Prediction System is a machine learning-based model designed to predict IPL match scores with 98%+ accuracy. By leveraging an ensemble of Linear Regression, Decision Trees, and Random Forest, the system optimizes predictions through advanced feature engineering and hyperparameter tuning.
Through comprehensive data preprocessing, including missing value handling and categorical encoding, the model's accuracy improved by 15%. Performance was rigorously evaluated using R² and MAE metrics, with results visualized via Matplotlib, ensuring clear insights for stakeholder validation.