File size: 1,120 Bytes
e09333c |
1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 |
========== SVM Classification Report ==========
precision recall f1-score support
Anger 0.8518 0.8759 0.8637 991
Disgust 0.7846 0.8234 0.8035 991
Enjoyment 0.7122 0.6741 0.6926 991
Fear 0.8602 0.8619 0.8610 992
Other 0.6811 0.6983 0.6896 991
Sadness 0.8230 0.8022 0.8125 991
Surprise 0.7930 0.7722 0.7824 992
accuracy 0.7869 6939
macro avg 0.7865 0.7868 0.7865 6939
weighted avg 0.7866 0.7869 0.7865 6939
========== Additional Metrics ==========
Accuracy: 0.7869
Precision (Macro): 0.7865
Precision (Weighted): 0.7866
Recall (Macro): 0.7868
Recall (Weighted): 0.7869
F1-Score (Macro): 0.7865
F1-Score (Weighted): 0.7865
========== Confusion Matrix ==========
[[868 44 11 31 21 15 1]
[ 40 816 17 28 42 26 22]
[ 13 35 668 16 121 48 90]
[ 54 25 16 855 19 14 9]
[ 12 44 107 22 692 49 65]
[ 19 46 54 21 43 795 13]
[ 13 30 65 21 78 19 766]]
|