DivisiveNet/final_results.json at main · abinshoby/DivisiveNet · GitHub

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{
    "CustomCNN": {
        "accuracy": 0.7817460317460317,
        "precision": 0.8108339795279864,
        "recall": 0.7817460317460319,
        "f1_score": 0.7708761753953604,
        "best_params": {
            "batch_size": 64,
            "learning_rate": 0.01,
            "optimizer": "SGD"
        }
    },
    "ResNet18": {
        "accuracy": 0.9503968253968254,
        "precision": 0.9524852462352462,
        "recall": 0.9503968253968256,
        "f1_score": 0.9498554992616296,
        "best_params": {
            "batch_size": 64,
            "learning_rate": 0.01,
            "optimizer": "Adam"
        }
    },
    "AlexNet": {
        "accuracy": 0.9563492063492064,
        "precision": 0.9642778887683429,
        "recall": 0.9563492063492064,
        "f1_score": 0.9561065447098103,
        "best_params": {
            "batch_size": 128,
            "learning_rate": 0.001,
            "optimizer": "Adam"
        }
    }
}