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========== RNN Classification Report ========== precision recall f1-score support Enjoyment 0.3002 1.0000 0.4618 991 Fear 0.0000 0.0000 0.0000 327 Sadness 0.0000 0.0000 0.0000 356 Anger 0.0000 0.0000 0.0000 369 Other 0.0000 0.0000 0.0000 600 Disgust 0.0000 0.0000 0.0000 332 Surprise 0.0000 0.0000 0.0000 326 accuracy 0.3002 3301 macro avg 0.0429 0.1429 0.0660 3301 weighted avg 0.0901 0.3002 0.1386 3301 ========== Additional Metrics ========== Test Loss: 1.8469 Test Accuracy: 0.3002 Precision (Macro): 0.0429 Precision (Weighted): 0.0901 Recall (Macro): 0.1429 Recall (Weighted): 0.3002 F1-Score (Macro): 0.0660 F1-Score (Weighted): 0.1386 ========== Confusion Matrix ========== [[991 0 0 0 0 0 0] [327 0 0 0 0 0 0] [356 0 0 0 0 0 0] [369 0 0 0 0 0 0] [600 0 0 0 0 0 0] [332 0 0 0 0 0 0] [326 0 0 0 0 0 0]] |