Table 5.

Pre-evaluation of different deep learning models on varying window sizes used for data segmentation. The best configuration (classifier and window size) is underlined.

Classifier	Win Size	0.5 s	1 s	2 s
DeepConvLSTM		0.964	0.975	0.981
ConvTransformer		0.966	0.978	0.977