AutoFS/results/Factors.json

[
  {
    "selected_features": [
      180,
      63,
      110,
      194,
      193,
      184,
      197,
      25,
      147,
      36,
      96,
      170,
      181,
      0,
      37
    ],
    "num_features": 15,
    "metrics": {
      "nb": {
        "f1": 0.7585666666666667,
        "auc": 0.964653722222222
      },
      "svm": {
        "f1": 0.7981999999999999,
        "auc": 0.9716779444444446
      },
      "rf": {
        "f1": 0.7977666666666666,
        "auc": 0.963972537037037
      }
    },
    "time": 66.49715518951416,
    "algorithm": "JMIM"
  },
  {
    "selected_features": [
      180,
      63,
      110,
      193,
      194,
      65,
      147,
      25,
      64,
      38,
      37,
      96,
      36,
      39,
      182
    ],
    "num_features": 15,
    "metrics": {
      "nb": {
        "f1": 0.7479,
        "auc": 0.9626535185185184
      },
      "svm": {
        "f1": 0.7959666666666666,
        "auc": 0.9715684444444446
      },
      "rf": {
        "f1": 0.7907666666666667,
        "auc": 0.9631266018518517
      }
    },
    "time": 16.008829355239868,
    "algorithm": "CFR"
  },
  {
    "selected_features": [
      180,
      213,
      130,
      79,
      174,
      188,
      179,
      16,
      67,
      116,
      210,
      190,
      55,
      141,
      4
    ],
    "num_features": 15,
    "metrics": {
      "nb": {
        "f1": 0.7210333333333333,
        "auc": 0.9526347777777778
      },
      "svm": {
        "f1": 0.5048333333333334,
        "auc": 0.8947246296296296
      },
      "rf": {
        "f1": 0.7523333333333333,
        "auc": 0.9497905462962962
      }
    },
    "time": 22.65188217163086,
    "algorithm": "DCSF"
  },
  {
    "selected_features": [
      180,
      119,
      63,
      67,
      188,
      16,
      162,
      79,
      196,
      24,
      115,
      174,
      120,
      106,
      175
    ],
    "num_features": 15,
    "metrics": {
      "nb": {
        "f1": 0.7468333333333333,
        "auc": 0.9592038333333333
      },
      "svm": {
        "f1": 0.5647,
        "auc": 0.9142652037037037
      },
      "rf": {
        "f1": 0.7945666666666668,
        "auc": 0.962168101851852
      }
    },
    "time": 16.929046392440796,
    "algorithm": "IWFS"
  },
  {
    "selected_features": [
      180,
      63,
      16,
      19,
      24,
      120,
      4,
      72,
      188,
      60,
      121,
      27,
      26,
      162,
      196
    ],
    "num_features": 15,
    "metrics": {
      "nb": {
        "f1": 0.6856333333333334,
        "auc": 0.9451895555555555
      },
      "svm": {
        "f1": 0.6991666666666667,
        "auc": 0.948404962962963
      },
      "rf": {
        "f1": 0.7519333333333333,
        "auc": 0.9530803055555556
      }
    },
    "time": 20.568500757217407,
    "algorithm": "MRI"
  },
  {
    "selected_features": [
      180,
      11,
      189,
      54,
      32,
      211,
      118,
      71,
      93,
      18,
      0,
      139,
      107,
      164,
      102
    ],
    "num_features": 15,
    "metrics": {
      "nb": {
        "f1": 0.7785666666666669,
        "auc": 0.9682892037037037
      },
      "svm": {
        "f1": 0.6084999999999999,
        "auc": 0.931185111111111
      },
      "rf": {
        "f1": 0.8092,
        "auc": 0.9640595
      }
    },
    "time": 14.148123025894165,
    "algorithm": "MRMD"
  },
  {
    "selected_features": [
      180,
      11,
      189,
      54,
      32,
      96,
      64,
      36,
      98,
      63,
      29,
      0,
      156,
      14,
      207
    ],
    "num_features": 15,
    "metrics": {
      "nb": {
        "f1": 0.7952333333333332,
        "auc": 0.9707861666666667
      },
      "svm": {
        "f1": 0.6813666666666668,
        "auc": 0.9460895925925925
      },
      "rf": {
        "f1": 0.8157333333333334,
        "auc": 0.9653315277777779
      }
    },
    "time": 29.169645071029663,
    "algorithm": "UCRFS"
  },
  {
    "selected_features": [
      [
        211,
        177,
        198,
        92,
        178,
        215,
        7,
        111,
        118,
        93,
        139,
        107,
        4,
        67,
        102
      ],
      [
        85,
        214,
        151,
        131,
        104,
        90,
        141,
        111,
        102,
        139,
        178,
        128,
        47,
        199,
        42
      ],
      [
        36,
        59,
        46,
        33,
        212,
        179,
        54,
        144,
        127,
        140,
        30,
        71,
        116,
        199,
        132
      ],
      [
        110,
        214,
        189,
        163,
        90,
        176,
        191,
        65,
        151,
        102,
        208,
        116,
        30,
        69,
        58
      ],
      [
        185,
        177,
        200,
        139,
        95,
        30,
        178,
        153,
        120,
        212,
        72,
        42,
        107,
        19,
        105
      ],
      [
        86,
        214,
        119,
        6,
        92,
        100,
        93,
        31,
        102,
        4,
        54,
        68,
        187,
        208,
        35
      ],
      [
        108,
        213,
        32,
        179,
        139,
        54,
        105,
        204,
        10,
        116,
        23,
        26,
        201,
        188,
        113
      ],
      [
        5,
        59,
        70,
        176,
        66,
        45,
        7,
        196,
        93,
        118,
        98,
        131,
        152,
        67,
        84
      ],
      [
        0,
        214,
        35,
        199,
        111,
        105,
        66,
        4,
        116,
        79,
        107,
        29,
        34,
        48,
        9
      ],
      [
        96,
        59,
        33,
        198,
        80,
        199,
        100,
        102,
        34,
        132,
        119,
        8,
        111,
        93,
        174
      ]
    ],
    "num_features": [
      15,
      15,
      15,
      15,
      15,
      15,
      15,
      15,
      15,
      15
    ],
    "union_num_features": 10,
    "metrics": {
      "nb": {
        "f1": 0.7188666666666665,
        "auc": 0.9467155555555556
      },
      "svm": {
        "f1": 0.5817666666666667,
        "auc": 0.9037647222222223
      },
      "rf": {
        "f1": 0.7609666666666667,
        "auc": 0.9450812870370371
      }
    },
    "time": 192.19890308380127,
    "algorithm": "CSMDCCMR"
  }
]