Tic Detection in Tourette Syndrome Patients Based on Unsupervised Visual Feature Learning

Table 2

Evaluations of the multiclass classification task.

	Accuracy	Precision	Recall	F1-score
C3D [22]	0.7252 (±0.108)	0.7483 (±0.047)	0.7023 (±0.051)	0.7194 (±0.032)
TSN [39]	0.8988 (±0.117)	0.8354 (±0.089)	0.7284 (±0.054)	0.7600 (±0.070)
Ours-acc^1	0.9487 (±0.0298)	0.8626 (±0.084)	0.7878 (±0.106)	0.7975 (±0.093)
Ours-f1^2	0.9363 (±0.0390)	0.7628 (±0.209)	0.7362 (±0.198)	0.7391 (±0.198)

¹Ours-acc means the proposed architecture with the watch-accuracy strategy. ²Ours-f1 means the proposed architecture with the watch-F1 strategy. value <0.01; value < 0.001.