Table 2 Classifier performance metrics of classification between the “Swallowing” and “Tongue Protrusion” tasks
From: Comparative analysis of electrical signals in facial expression muscles
Accuracy | Recall | Specificity | Precision | |
|---|---|---|---|---|
M. Mentalis | ||||
LDA | 70.00 | 100.00 | 40.00 | 62.50 |
Log. Reg | 70.00 | 100.00 | 40.00 | 62.50 |
Rand. Forest | 70.00 | 80.00 | 60.00 | 66.67 |
M. Orbicularis Oris | ||||
LDA | 40.00 | 60.00 | 20.00 | 42.86 |
Log. Reg | 70.00 | 80.00 | 60.00 | 66.67 |
Rand. Forest | 60.00 | 100.00 | 20.00 | 55.56 |
M. Zygomaticus Major | ||||
LDA | 80.00 | 80.00 | 80.00 | 80.00 |
Log. Reg | 80.00 | 80.00 | 80.00 | 80.00 |
Rand. Forest | 60.00 | 80.00 | 40.00 | 57.14 |