Performance Metric

Machine Learning Model

Decision Tree

1-Hour Lookahead Predictions

3-Hour Lookahead Predictions

7-Hour Lookahead Predictions

14-Hour Lookahead Predictions

Accuracy

1

0.617

0.704

1

MSE

0.418

0.369

0.274

0.059

AUC

0.5

0.5

0.5

0.5

CV Score

0.999

0.599

0.633

1