results/Synthetic_control.json

[
  {
    "selected_features": [
      0,
      2,
      3,
      5,
      6,
      7,
      9,
      10,
      11,
      13,
      14,
      15,
      16,
      17,
      18
    ],
    "num_features": 15,
    "metrics": {
      "nb": {
        "f1": 0.5191111111111111,
        "auc": 0.8141028888888889
      },
      "svm": {
        "f1": 0.519888888888889,
        "auc": 0.8078855555555555
      },
      "rf": {
        "f1": 0.5615555555555556,
        "auc": 0.8295456666666666
      }
    },
    "time": 7.448830842971802,
    "algorithm": "JMIM"
  },
  {
    "selected_features": [
      0,
      1,
      2,
      3,
      4,
      5,
      6,
      7,
      8,
      9,
      10,
      11,
      12,
      13,
      14
    ],
    "num_features": 15,
    "metrics": {
      "nb": {
        "f1": 0.4860000000000001,
        "auc": 0.7895188888888889
      },
      "svm": {
        "f1": 0.4796666666666667,
        "auc": 0.7772808888888889
      },
      "rf": {
        "f1": 0.5314444444444445,
        "auc": 0.8097131111111113
      }
    },
    "time": 1.9478082656860352,
    "algorithm": "CFR"
  },
  {
    "selected_features": [
      0,
      19,
      5,
      13,
      20,
      38,
      4,
      28,
      8,
      21,
      3,
      17,
      12,
      25,
      2
    ],
    "num_features": 15,
    "metrics": {
      "nb": {
        "f1": 0.7551111111111112,
        "auc": 0.91871
      },
      "svm": {
        "f1": 0.7633333333333332,
        "auc": 0.9208675555555553
      },
      "rf": {
        "f1": 0.7752222222222221,
        "auc": 0.9235653333333335
      }
    },
    "time": 3.3787379264831543,
    "algorithm": "DCSF"
  },
  {
    "selected_features": [
      45,
      1,
      19,
      5,
      28,
      13,
      20,
      38,
      4,
      21,
      2,
      6,
      18,
      3,
      17
    ],
    "num_features": 15,
    "metrics": {
      "nb": {
        "f1": 0.8502222222222222,
        "auc": 0.9751326666666668
      },
      "svm": {
        "f1": 0.8503333333333334,
        "auc": 0.9751284444444445
      },
      "rf": {
        "f1": 0.8646666666666666,
        "auc": 0.9733658888888889
      }
    },
    "time": 2.6698920726776123,
    "algorithm": "IWFS"
  },
  {
    "selected_features": [
      0,
      2,
      5,
      19,
      28,
      13,
      20,
      38,
      4,
      21,
      3,
      6,
      17,
      18,
      8
    ],
    "num_features": 15,
    "metrics": {
      "nb": {
        "f1": 0.7327777777777779,
        "auc": 0.9056362222222222
      },
      "svm": {
        "f1": 0.7334444444444445,
        "auc": 0.9042895555555557
      },
      "rf": {
        "f1": 0.7465555555555556,
        "auc": 0.9092383333333333
      }
    },
    "time": 2.4554781913757324,
    "algorithm": "MRI"
  },
  {
    "selected_features": [
      0,
      25,
      8,
      45,
      1,
      4,
      12,
      19,
      21,
      3,
      17,
      23,
      26,
      38,
      58
    ],
    "num_features": 15,
    "metrics": {
      "nb": {
        "f1": 0.789222222222222,
        "auc": 0.9422586666666668
      },
      "svm": {
        "f1": 0.8034444444444444,
        "auc": 0.9417746666666668
      },
      "rf": {
        "f1": 0.815,
        "auc": 0.9433906666666666
      }
    },
    "time": 2.1384832859039307,
    "algorithm": "MRMD"
  },
  {
    "selected_features": [
      0,
      25,
      8,
      19,
      13,
      20,
      21,
      3,
      17,
      23,
      4,
      38,
      12,
      5,
      28
    ],
    "num_features": 15,
    "metrics": {
      "nb": {
        "f1": 0.7076666666666667,
        "auc": 0.9054357777777777
      },
      "svm": {
        "f1": 0.7214444444444446,
        "auc": 0.9109595555555554
      },
      "rf": {
        "f1": 0.7141111111111111,
        "auc": 0.9101680000000001
      }
    },
    "time": 3.9587652683258057,
    "algorithm": "UCRFS"
  }
]