phase7/eval_bootstrap_p0.json

{
  "phase": "phase7-P0",
  "results": [
    {
      "checkpoint": "luispoveda93/minicpm4-pcap-kev-v1",
      "set": "locked",
      "n": 2446,
      "temperature_fitted": 1.4640856959456252,
      "point": {
        "accuracy": 0.98,
        "macro_f1": 0.977,
        "per_class_f1": {
          "benign": 0.9995,
          "suspicious": 0.9597,
          "malicious": 0.9718
        }
      },
      "ci95": {
        "accuracy": [
          0.9742,
          0.9853
        ],
        "macro_f1": [
          0.9705,
          0.9832
        ],
        "per_class_f1": {
          "benign": [
            0.9984,
            1.0
          ],
          "suspicious": [
            0.9477,
            0.9706
          ],
          "malicious": [
            0.9636,
            0.9795
          ]
        }
      }
    },
    {
      "checkpoint": "luispoveda93/minicpm4-pcap-kev-v1",
      "set": "ood_unsw",
      "n": 2100,
      "temperature_fitted": 1.4640856959456252,
      "point": {
        "accuracy": 0.9833,
        "macro_f1": 0.9819,
        "per_class_f1": {
          "benign": 1.0,
          "suspicious": 0.9704,
          "malicious": 0.9753
        }
      },
      "ci95": {
        "accuracy": [
          0.9776,
          0.9886
        ],
        "macro_f1": [
          0.9757,
          0.9875
        ],
        "per_class_f1": {
          "benign": [
            1.0,
            1.0
          ],
          "suspicious": [
            0.9601,
            0.9796
          ],
          "malicious": [
            0.9666,
            0.9829
          ]
        }
      }
    },
    {
      "checkpoint": "luispoveda93/minicpm4-pcap-kev-v1",
      "set": "ood_dapt",
      "n": 3674,
      "temperature_fitted": 1.4640856959456252,
      "point": {
        "accuracy": 0.4398,
        "macro_f1": 0.2266,
        "per_class_f1": {
          "benign": 0.6534,
          "suspicious": 0.0,
          "malicious": 0.0264
        }
      },
      "ci95": {
        "accuracy": [
          0.4238,
          0.4565
        ],
        "macro_f1": [
          0.2202,
          0.2333
        ],
        "per_class_f1": {
          "benign": [
            0.6376,
            0.6691
          ],
          "suspicious": [
            0.0,
            0.0
          ],
          "malicious": [
            0.0166,
            0.0375
          ]
        }
      }
    },
    {
      "checkpoint": "luispoveda93/minicpm4-pcap-kev-v2",
      "set": "locked",
      "n": 2446,
      "temperature_fitted": 1.741101126592248,
      "point": {
        "accuracy": 0.9865,
        "macro_f1": 0.9846,
        "per_class_f1": {
          "benign": 0.9995,
          "suspicious": 0.9732,
          "malicious": 0.981
        }
      },
      "ci95": {
        "accuracy": [
          0.9816,
          0.9906
        ],
        "macro_f1": [
          0.979,
          0.9894
        ],
        "per_class_f1": {
          "benign": [
            0.9984,
            1.0
          ],
          "suspicious": [
            0.9633,
            0.9819
          ],
          "malicious": [
            0.9741,
            0.987
          ]
        }
      }
    },
    {
      "checkpoint": "luispoveda93/minicpm4-pcap-kev-v2",
      "set": "ood_unsw",
      "n": 2100,
      "temperature_fitted": 1.741101126592248,
      "point": {
        "accuracy": 0.9905,
        "macro_f1": 0.9898,
        "per_class_f1": {
          "benign": 0.9994,
          "suspicious": 0.9841,
          "malicious": 0.9858
        }
      },
      "ci95": {
        "accuracy": [
          0.9862,
          0.9943
        ],
        "macro_f1": [
          0.9851,
          0.9939
        ],
        "per_class_f1": {
          "benign": [
            0.998,
            1.0
          ],
          "suspicious": [
            0.9766,
            0.9907
          ],
          "malicious": [
            0.9792,
            0.9916
          ]
        }
      }
    },
    {
      "checkpoint": "luispoveda93/minicpm4-pcap-kev-v2",
      "set": "ood_dapt",
      "n": 3674,
      "temperature_fitted": 1.741101126592248,
      "point": {
        "accuracy": 0.9848,
        "macro_f1": 0.983,
        "per_class_f1": {
          "benign": 0.984,
          "suspicious": 0.9741,
          "malicious": 0.991
        }
      },
      "ci95": {
        "accuracy": [
          0.9807,
          0.9886
        ],
        "macro_f1": [
          0.9783,
          0.9875
        ],
        "per_class_f1": {
          "benign": [
            0.9795,
            0.9882
          ],
          "suspicious": [
            0.9649,
            0.9825
          ],
          "malicious": [
            0.9872,
            0.9944
          ]
        }
      }
    }
  ],
  "manifest_suite_hash": "6fa0c1014943d86db77c752433347d8bc637bc4a124f07c7d6daa5fd2636bc08"
}