/MLB

Deep Learning to Predict MLB Outcomes

Primary LanguagePython

MLB Game Predictions

Machine learning that predicts the outcomes of any MLB game. Data are from 2018 - 2022 seasons. Current accuracy: TBD

Usage

python mlb_ml_classify_deep_learn.py tune or python mlb_ml_classify_deep_learn.py notune
Columns dropped  >= 0.90: ['RBI', 'onbase_plus_slugging', 'ER', 'strikes_total']
Number of samples: 21234

### Current prediction accuracies - Deep Neural Network
Train Accuracy: 0.9793
Train Loss: 0.9655
Validation Accuracy: 0.05
Validation Loss: 0.09

Contributing

Pull requests are welcome. For major changes, please open an issue first to discuss what you would like to change.