{ "confusion_matrix": [ [ 200, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 ], [ 0, 200, 0, 0, 0, 0, 0, 0, 0, 0, 0 ], [ 0, 0, 200, 0, 0, 0, 0, 0, 0, 0, 0 ], [ 0, 0, 0, 200, 0, 0, 0, 0, 0, 0, 0 ], [ 0, 0, 0, 0, 200, 0, 0, 0, 0, 0, 0 ], [ 0, 1, 0, 0, 0, 199, 0, 0, 0, 0, 0 ], [ 0, 0, 0, 0, 0, 0, 201, 0, 0, 0, 0 ], [ 1, 0, 0, 0, 0, 0, 0, 199, 0, 0, 0 ], [ 0, 0, 0, 0, 0, 0, 0, 0, 200, 0, 0 ], [ 0, 1, 0, 0, 0, 0, 0, 0, 0, 199, 0 ], [ 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 200 ] ], "classes": [ "black pepper", "cardamom", "cinnamon", "cloves", "coriander", "cumin", "ginger", "nutmeg", "paprika", "saffron", "turmeric" ], "prior_hard_neg_pairs": [ [ 4, 5 ], [ 8, 10 ], [ 0, 3 ], [ 2, 7 ] ], "top_confusion_pairs": [ [ 1, "saffron", "cardamom" ], [ 1, "nutmeg", "black pepper" ], [ 1, "cumin", "cardamom" ] ], "symmetric_confusion_pairs": [ [ 1, "cardamom", "saffron" ], [ 1, "cardamom", "cumin" ], [ 1, "black pepper", "nutmeg" ] ], "classification_report": { "black pepper": { "precision": 0.9950248756218906, "recall": 1.0, "f1-score": 0.9975062344139651, "support": 200.0 }, "cardamom": { "precision": 0.9900990099009901, "recall": 1.0, "f1-score": 0.9950248756218906, "support": 200.0 }, "cinnamon": { "precision": 1.0, "recall": 1.0, "f1-score": 1.0, "support": 200.0 }, "cloves": { "precision": 1.0, "recall": 1.0, "f1-score": 1.0, "support": 200.0 }, "coriander": { "precision": 1.0, "recall": 1.0, "f1-score": 1.0, "support": 200.0 }, "cumin": { "precision": 1.0, "recall": 0.995, "f1-score": 0.9974937343358395, "support": 200.0 }, "ginger": { "precision": 1.0, "recall": 1.0, "f1-score": 1.0, "support": 201.0 }, "nutmeg": { "precision": 1.0, "recall": 0.995, "f1-score": 0.9974937343358395, "support": 200.0 }, "paprika": { "precision": 1.0, "recall": 1.0, "f1-score": 1.0, "support": 200.0 }, "saffron": { "precision": 1.0, "recall": 0.995, "f1-score": 0.9974937343358395, "support": 200.0 }, "turmeric": { "precision": 1.0, "recall": 1.0, "f1-score": 1.0, "support": 200.0 }, "accuracy": 0.9986369831894594, "macro avg": { "precision": 0.9986476259566256, "recall": 0.9986363636363635, "f1-score": 0.9986374830039431, "support": 2201.0 }, "weighted avg": { "precision": 0.9986482403928105, "recall": 0.9986369831894594, "f1-score": 0.9986381020484667, "support": 2201.0 } } }