{
    "normal_count": 2095057.0,
    "attack_count": 425694.0,
    "contamination": 0.42218965697127564,
    "accuracy": 0.7300296617952349,
    "precision_normal": 0.9855814946609444,
    "recall_normal": 0.6851985411375442,
    "f1_normal": 0.8083876846075615,
    "precision_attack": 0.38027193625378214,
    "recall_attack": 0.9506664411525649,
    "f1_attack": 0.5432434355271513,
    "top_anomalies": [
        {
            "Attack Type": "Bots",
            "Destination Port": 8080,
            "Flow Duration": 104836,
            "Total Fwd Packets": 35,
            "Flow Packets/s": 1096.951429,
            "Packet Length Mean": 1797.637931,
            "score": -0.3361174695180047
        },
        {
            "Attack Type": "Port Scanning",
            "Destination Port": 55055,
            "Flow Duration": 116005956,
            "Total Fwd Packets": 2,
            "Flow Packets/s": 0.034480988,
            "Packet Length Mean": 3.2,
            "score": -0.3274269932966515
        },
        {
            "Attack Type": "Port Scanning",
            "Destination Port": 32781,
            "Flow Duration": 117169685,
            "Total Fwd Packets": 2,
            "Flow Packets/s": 0.034138523,
            "Packet Length Mean": 3.2,
            "score": -0.32230849167538755
        },
        {
            "Attack Type": "Port Scanning",
            "Destination Port": 873,
            "Flow Duration": 119809735,
            "Total Fwd Packets": 2,
            "Flow Packets/s": 0.033386269,
            "Packet Length Mean": 3.2,
            "score": -0.32111814642871583
        },
        {
            "Attack Type": "Port Scanning",
            "Destination Port": 21571,
            "Flow Duration": 117624607,
            "Total Fwd Packets": 2,
            "Flow Packets/s": 0.03400649,
            "Packet Length Mean": 3.2,
            "score": -0.31684442769693955
        }
    ],
    "ram_before": 182.07,
    "ram_peak": 3098.45,
    "ram_after": 186.78,
    "ram_increase": 2916.39,
    "runtime": 543.79
}