Performance Metric | Machine Learning Model | |||
K-Nearest Neighbourhood | ||||
1-Hour Lookahead Predictions | 3-Hour Lookahead Predictions | 7-Hour Lookahead Predictions | 14-Hour Lookahead Predictions | |
Accuracy | 0.497 | 0.537 | 0.591 | 0.674 |
MSE | 0.418 | 0.369 | 0.274 | 0.059 |
AUC | 0.5 | 0.5 | 0.5 | 0.5 |
CV Score | 0.489 | 0.502 | 0.501 | 0.507 |