Performance Metric

Machine Learning Model

Quadratic Discriminant Analysis

1-Hour Lookahead Predictions

3-Hour Lookahead Predictions

7-Hour Lookahead Predictions

14-Hour Lookahead Predictions

Accuracy

0.998

0.711

0.768

0.941

MSE

0.005

0.289

0.232

0.059

AUC

0.317

0.421

0.447

0.529

CV Score

0.998

0.698

0.756

0.932