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