results/Movement_libras.json

[
  {
    "selected_features": [
      88,
      7,
      21,
      4,
      34,
      49,
      64,
      67,
      70,
      31,
      54,
      26,
      81,
      18,
      50
    ],
    "num_features": 15,
    "metrics": {
      "nb": {
        "f1": 0.47092592592592586,
        "auc": 0.8778323412698413
      },
      "svm": {
        "f1": 0.6162962962962963,
        "auc": 0.9317675264550264
      },
      "rf": {
        "f1": 0.69,
        "auc": 0.9437158289241623
      }
    },
    "time": 7.365044355392456,
    "algorithm": "JMIM"
  },
  {
    "selected_features": [
      88,
      1,
      47,
      66,
      26,
      84,
      40,
      14,
      50,
      76,
      58,
      29,
      22,
      87,
      53
    ],
    "num_features": 15,
    "metrics": {
      "nb": {
        "f1": 0.42925925925925934,
        "auc": 0.8547172619047618
      },
      "svm": {
        "f1": 0.5624074074074074,
        "auc": 0.9296626984126984
      },
      "rf": {
        "f1": 0.6751851851851852,
        "auc": 0.9402772266313935
      }
    },
    "time": 1.6786932945251465,
    "algorithm": "CFR"
  },
  {
    "selected_features": [
      88,
      47,
      43,
      61,
      35,
      53,
      41,
      67,
      33,
      45,
      51,
      37,
      55,
      69,
      49
    ],
    "num_features": 15,
    "metrics": {
      "nb": {
        "f1": 0.3466666666666667,
        "auc": 0.8160896164021165
      },
      "svm": {
        "f1": 0.4440740740740742,
        "auc": 0.8974200837742505
      },
      "rf": {
        "f1": 0.5687037037037038,
        "auc": 0.9113059413580248
      }
    },
    "time": 2.884277820587158,
    "algorithm": "DCSF"
  },
  {
    "selected_features": [
      88,
      2,
      47,
      43,
      61,
      35,
      63,
      53,
      41,
      45,
      67,
      33,
      37,
      51,
      65
    ],
    "num_features": 15,
    "metrics": {
      "nb": {
        "f1": 0.38333333333333325,
        "auc": 0.8307671957671959
      },
      "svm": {
        "f1": 0.5483333333333335,
        "auc": 0.9154117063492062
      },
      "rf": {
        "f1": 0.6148148148148148,
        "auc": 0.923960262345679
      }
    },
    "time": 2.2524569034576416,
    "algorithm": "IWFS"
  },
  {
    "selected_features": [
      88,
      7,
      47,
      43,
      61,
      53,
      35,
      63,
      41,
      67,
      45,
      33,
      37,
      51,
      65
    ],
    "num_features": 15,
    "metrics": {
      "nb": {
        "f1": 0.3892592592592592,
        "auc": 0.8504034391534391
      },
      "svm": {
        "f1": 0.5098148148148148,
        "auc": 0.9198627645502646
      },
      "rf": {
        "f1": 0.6250000000000001,
        "auc": 0.9307310956790124
      }
    },
    "time": 2.1902174949645996,
    "algorithm": "MRI"
  },
  {
    "selected_features": [
      88,
      25,
      55,
      31,
      85,
      9,
      49,
      69,
      19,
      77,
      57,
      17,
      71,
      10,
      13
    ],
    "num_features": 15,
    "metrics": {
      "nb": {
        "f1": 0.4546296296296296,
        "auc": 0.8831509038800706
      },
      "svm": {
        "f1": 0.5607407407407408,
        "auc": 0.9241936728395062
      },
      "rf": {
        "f1": 0.6553703703703704,
        "auc": 0.9352295524691357
      }
    },
    "time": 1.8538167476654053,
    "algorithm": "MRMD"
  },
  {
    "selected_features": [
      88,
      31,
      55,
      3,
      12,
      79,
      73,
      25,
      47,
      58,
      19,
      69,
      52,
      40,
      78
    ],
    "num_features": 15,
    "metrics": {
      "nb": {
        "f1": 0.4848148148148148,
        "auc": 0.8921395502645502
      },
      "svm": {
        "f1": 0.6138888888888888,
        "auc": 0.932921626984127
      },
      "rf": {
        "f1": 0.6985185185185185,
        "auc": 0.9435047398589067
      }
    },
    "time": 3.534160852432251,
    "algorithm": "UCRFS"
  }
]