Journal of Healthcare Engineering / 2021 / Article / Tab 2 / Research Article
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-acc1 0.9487 (±0.0298) 0.8626 (±0.084) 0.7878 (±0.106) 0.7975 (±0.093) Ours-f12 0.9363 (±0.0390) 0.7628 (±0.209) 0.7362 (±0.198) 0.7391 (±0.198)
1 Ours-acc means the proposed architecture with the watch-accuracy strategy.
2 Ours-f1 means the proposed architecture with the watch-F1 strategy.
value <0.01;
value < 0.001.