{ "checkpoint": "models\\efficientnet_b4_classifier\\efficientnet_b4_classifier.pth", "test_samples": 1469, "top1_accuracy": 0.9394, "topk_accuracy": { "top1": 0.9394, "top2": 0.9741, "top3": 0.985, "top4": 0.9912, "top5": 0.9946, "top6": 0.9966, "top7": 0.998, "top8": 0.9986, "top9": 0.9993, "top10": 0.9993, "top11": 0.9993, "top12": 0.9993, "top13": 0.9993, "top14": 1.0 }, "macro_f1": 0.9394, "weighted_f1": 0.9395, "per_class": { "basketball": { "precision": 0.9811, "recall": 0.9811, "f1": 0.9811, "support": 106 }, "cleaning": { "precision": 0.8763, "recall": 0.8333, "f1": 0.8543, "support": 102 }, "computer_work": { "precision": 0.9259, "recall": 0.9434, "f1": 0.9346, "support": 106 }, "cooking": { "precision": 0.94, "recall": 0.8868, "f1": 0.9126, "support": 106 }, "cycling": { "precision": 0.9706, "recall": 0.934, "f1": 0.9519, "support": 106 }, "driving": { "precision": 0.9811, "recall": 0.9811, "f1": 0.9811, "support": 106 }, "football": { "precision": 1.0, "recall": 0.9811, "f1": 0.9905, "support": 106 }, "gym": { "precision": 0.9706, "recall": 0.934, "f1": 0.9519, "support": 106 }, "office": { "precision": 0.934, "recall": 0.934, "f1": 0.934, "support": 106 }, "pet_care": { "precision": 0.9903, "recall": 0.9623, "f1": 0.9761, "support": 106 }, "reading": { "precision": 0.8932, "recall": 0.8679, "f1": 0.8804, "support": 106 }, "restaurant": { "precision": 0.9204, "recall": 0.9811, "f1": 0.9498, "support": 106 }, "running": { "precision": 0.949, "recall": 0.9789, "f1": 0.9637, "support": 95 }, "shopping": { "precision": 0.8347, "recall": 0.9528, "f1": 0.8899, "support": 106 } } }