Table 3.

Results using the LSTM model.

LSTM
Data augmentation technique	Precision	Recall	F score	AUC	Accuracy
None	0.706	0.714	0.704	0.708	0.706
Jitter	0.731	0.729	0.729	0.731	0.729
Scaling	0.706	0.703	0.703	0.728	0.703
Time warp	0.734	0.714	0.734	0.745	0.734
Jitter + Time Warp	0.748	0.755	0.755	0.739	0.748
Scaling + Time Warp	0.749	0.747	0.747	0.748	0.740

Values in bold indicate best performance.