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 |