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========== BiLSTM Classification Report ==========
precision recall f1-score support
Enjoyment 0.6490 0.7296 0.6869 991
Fear 0.5580 0.4709 0.5108 327
Sadness 0.4580 0.4747 0.4662 356
Anger 0.6587 0.6748 0.6667 369
Other 0.6601 0.6733 0.6667 600
Disgust 0.4967 0.4488 0.4715 332
Surprise 0.4683 0.3620 0.4083 326
accuracy 0.5956 3301
macro avg 0.5641 0.5477 0.5539 3301
weighted avg 0.5893 0.5956 0.5905 3301
========== Additional Metrics ==========
Test Loss: 2.0363
Test Accuracy: 0.5956
Precision (Macro): 0.5641
Precision (Weighted): 0.5893
Recall (Macro): 0.5477
Recall (Weighted): 0.5956
F1-Score (Macro): 0.5539
F1-Score (Weighted): 0.5905
========== Confusion Matrix ==========
[[723 23 83 3 81 29 49]
[ 38 154 26 72 10 14 13]
[108 14 169 2 30 23 10]
[ 13 42 12 249 14 29 10]
[110 9 30 9 404 18 20]
[ 32 25 26 30 38 149 32]
[ 90 9 23 13 35 38 118]] |