Human-Computer Interaction for Recognizing Speech Emotions Using Multilayer Perceptron Classifier

Table 3

Classification report of the prediction on test data.

	Precision	Recall	F1-score
Neutral	0.88	0.88	0.88
Calm	0.91	0.95	0.93
Happy	0.71	0.67	0.69
Sad	0.70	0.81	0.75
Angry	0.84	0.78	0.81
Fearful	0.87	0.85	0.86
Disgust	0.78	0.69	0.73
Surprised	0.71	0.77	0.74
Accuracy			0.81
Macroaverage	0.80	0.80	0.80
Weighted average	0.81	0.81	0.81