Table 2.

Results using the CNN model.

CNN
Data augmentation technique	Precision	Recall	F score	AUC	Accuracy
None	0.695	0.697	0.699	0.704	0.710
Jitter	0.696	0.713	0.731	0.724	0.713
Scaling	0.699	0.699	0.699	0.703	0.699
Time Warp	0.717	0.717	0.715	0.729	0.717
Jitter + Time Warp	0.758	0.758	0.755	0.739	0.754
Scaling + Time Warp	0.749	0.742	0.755	0.731	0.730

Values in bold indicate best performance.