Performance Metric

Machine Learning Model

Logit Model

1-Hour Lookahead Predictions

3-Hour Lookahead Predictions

7-Hour Lookahead Predictions

14-Hour Lookahead Predictions

Accuracy

0.979

0.737

0.787

0.899

MSE

0.418

0.369

0.274

0.059

AUC

0.633

0.718

0.779

0.931

CV Score

0.987

0.735

0.779

0.878