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. 2022 Jun 19;22(12):4633. doi: 10.3390/s22124633

Table 3.

Accuracy metrics of the proposed method on the CK+ and RAF-DB data sets.

CK+ RAF-DB
Emotions Precision Recall F1-Score Accuracy Emotions Precision Recall F1-Score Accuracy
Neutral 0.996 0.997 0.997 0.997 Neutral 0.968 0.967 0.968 0.967
Anger 1.00 0.996 0.998 0.996 Anger 0.932 0.941 0.937 0.941
Contempt 0.958 0.958 0.958 0.958 Disgust 0.890 0.952 0.920 0.952
Disgust 0.969 0.998 0.983 0.998 Fear 0.972 0.911 0.941 0.911
Fear 0.955 0.984 0.969 0.984 Happiness 0.968 0.967 0.968 0.967
Happiness 0.993 0.976 0.984 0.976 Sadness 0.955 0.951 0.953 0.951
Sadness 0.972 0.994 0.983 0.994 Surprise 0.947 0.933 0.940 0.933
Surprise 0.997 0.981 0.989 0.981