Performance Metric

Machine Learning Model

Neural Network

1-Hour Lookahead Predictions

3-Hour Lookahead Predictions

7-Hour Lookahead Predictions

14-Hour Lookahead Predictions

Accuracy

0.991

0.679

0.736

0.997

MSE

0.286

0.278

0.281

0.266

AUC

0.598

0.668

0.781

0.999

CV Score

0.553

0.572

0.576

0.584