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 |