- "Cricket Score Predictor" is a web application that predicts the 1st inning's score (MAE~25 runs) of an ODI cricket match.
- Collected raw data that contained ball by ball information of around 1400 ODI matches.
- Cleaned and prepared the data into suitable format by combining all csv files and removing matches that had No Result.
- Generated some more features based on the domain knowledge.
- Applied data pre-processing to encode categorical features.
- Optimized Linear,Random forest and XGBoost regressors using GridsearchCV to reach the best model.
- Built a web app using Flask and deployed it using Heroku.
- Link : https://cricket-score-predictor.herokuapp.com
- Python
- Flask
- Scikit-Learn
- Pandas
- Numpy
- Matplotlib
- Work on Front-End.
- Add some more features.