{
    "normal_count": 2095057.0,
    "attack_count": 425694.0,
    "accuracy": 0.7128641424718268,
    "precision_normal": 0.9533234465116556,
    "recall_normal": 0.6882175520761488,
    "f1_normal": 0.7993634386950771,
    "precision_attack": 0.35217494793216303,
    "recall_attack": 0.8341625674780476,
    "f1_attack": 0.4952573023318089,
    "top_anomalies": [
        {
            "Attack Type": "DoS",
            "Destination Port": 80,
            "Flow Duration": 1,
            "Total Fwd Packets": 1,
            "Flow Packets/s": 2000000.0,
            "Packet Length Mean": 1322.0,
            "reconstruction_error": 2.6239676475524902
        },
        {
            "Attack Type": "DoS",
            "Destination Port": 80,
            "Flow Duration": 97501845,
            "Total Fwd Packets": 4,
            "Flow Packets/s": 0.071793513,
            "Packet Length Mean": 1489.375,
            "reconstruction_error": 1.4105286598205566
        },
        {
            "Attack Type": "DoS",
            "Destination Port": 80,
            "Flow Duration": 97509484,
            "Total Fwd Packets": 4,
            "Flow Packets/s": 0.071787889,
            "Packet Length Mean": 1495.875,
            "reconstruction_error": 1.401184320449829
        },
        {
            "Attack Type": "DoS",
            "Destination Port": 80,
            "Flow Duration": 95488861,
            "Total Fwd Packets": 4,
            "Flow Packets/s": 0.07330698,
            "Packet Length Mean": 1495.0,
            "reconstruction_error": 1.3920245170593262
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        {
            "Attack Type": "DoS",
            "Destination Port": 80,
            "Flow Duration": 99036701,
            "Total Fwd Packets": 6,
            "Flow Packets/s": 0.090875402,
            "Packet Length Mean": 1198.9,
            "reconstruction_error": 1.3627992868423462
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    ],
    "ram_before": 386.41,
    "ram_peak": 4589.86,
    "ram_after": 1194.69,
    "ram_increase": 4203.45,
    "runtime": 719.9
}