def api_train_model():
parser = DataParser()
model = RandomForestClassifier(n_estimators=10)
prediction_model = PredictionModel(parser, model)
prediction_model.train_model()
PredictionModelEntity.store(prediction_model)
return jsonify({'accuracy': average(prediction_model.cross_validate())})
def api_show_game(game_id):
game = Game.query.get(game_id)
prediction_model = PredictionModelEntity.load()
prediction = prediction_model.predict(game)
return prediction
