TABLE 10. Accuracy and F-Measure (Accuracy/F-Measure) Results for the Detected Emotions in the Testing Phase.

Method	Anger	Disgust	Fear	Enjoy	Sadness	Surprise
Tree-CNN	0.90/0.90	0.91/0.92	0.90/0.92	0.93/0.94	0.90/0.93	0.90/0.93
SVM	0.80/0.81	0.79/0.81	0.81/0.81	0.83/0.82	0.84/0.83	0.84/0.83
RF	0.82/ 0.82	0.80/0.82	0.82/0.81	0.83/0.84	0.85/0.85	0.85/0.85
DT	0.83/0.82	0.81/0.82	0.83/0.82	0.82/0.83	0.84/0.83	0.84/0.83
CNN	0.85/0.84	0.82/0.84	0.84/0.85	0.84/0.84	0.86/0.86	0.86/0.86