Class Class_ID Precision Recall F1-Score Support happy 3 0.918699 0.937759 0.928131 482 surprise 6 0.879310 0.796875 0.836066 128 angry 0 0.815789 0.849315 0.832215 73 sad 5 0.868750 0.727749 0.792023 191 neutral 4 0.724014 0.870690 0.790607 232 fear 2 0.647059 0.500000 0.564103 22 disgust 1 0.606557 0.506849 0.552239 73 ================================================================================ OVERALL METRICS SUMMARY ================================================================================ Metric Score Accuracy 0.836803 Precision (Macro) 0.780026 Precision (Weighted) 0.838746 Recall (Macro) 0.741320 Recall (Weighted) 0.836803 F1-Score (Macro) 0.756483 F1-Score (Weighted) 0.834761