{ "Validation Accuracy": 0.996, "Test Accuracy": 0.996, "Precision (Macro)": 0.996, "Recall (Macro)": 0.996, "F1 Score (Macro)": 0.996, "Training Time (seconds)": 13033.01, "Model Size (MB)": 2.54, "Trainable Parameters": 207109, "Confusion Matrix": [ [ 449, 1, 0, 0, 0 ], [ 1, 448, 1, 0, 0 ], [ 0, 0, 448, 0, 2 ], [ 0, 0, 0, 450, 0 ], [ 2, 0, 2, 0, 446 ] ], "Classification Report": { "0": { "precision": 0.9933628318584071, "recall": 0.9977777777777778, "f1-score": 0.9955654101995566, "support": 450 }, "1": { "precision": 0.9977728285077951, "recall": 0.9955555555555555, "f1-score": 0.996662958843159, "support": 450 }, "2": { "precision": 0.9933481152993349, "recall": 0.9955555555555555, "f1-score": 0.9944506104328523, "support": 450 }, "3": { "precision": 1.0, "recall": 1.0, "f1-score": 1.0, "support": 450 }, "4": { "precision": 0.9955357142857143, "recall": 0.9911111111111112, "f1-score": 0.9933184855233853, "support": 450 }, "accuracy": 0.996, "macro avg": { "precision": 0.9960038979902504, "recall": 0.9960000000000001, "f1-score": 0.9959994929997906, "support": 2250 }, "weighted avg": { "precision": 0.9960038979902502, "recall": 0.996, "f1-score": 0.9959994929997905, "support": 2250 } } }