{
  "VGG16::image": {
    "curves": {
      "32": 0.9624025974025974,
      "54": 0.9749545454545455,
      "93": 0.980642857142857,
      "158": 0.9840649350649351,
      "271": 0.9886168831168831,
      "464": 0.9897532467532468,
      "794": 0.9908961038961038,
      "1359": 0.9886168831168831,
      "2326": 0.9897532467532468,
      "3981": 0.9920324675324675,
      "6813": 0.987487012987013,
      "11659": 0.9760714285714286,
      "19953": 0.9635389610389609
    },
    "best_nfeat": 3981,
    "best_cv": 0.9920324675324675,
    "best_gamma": 5.411792740597548e-05
  },
  "MobileNetV2::image": {
    "curves": {
      "32": 0.93612987012987,
      "54": 0.943,
      "93": 0.9589675324675324,
      "158": 0.9692077922077921,
      "271": 0.9771818181818182,
      "464": 0.9794740259740259,
      "794": 0.9829090909090908,
      "1359": 0.9851818181818182,
      "2326": 0.9874610389610389,
      "3981": 0.9886038961038961,
      "6813": 0.9863246753246753,
      "11659": 0.979474025974026,
      "19953": 0.9783441558441558,
      "34145": 0.9635194805194806,
      "58434": 0.9566948051948053
    },
    "best_nfeat": 3981,
    "best_cv": 0.9886038961038961,
    "best_gamma": 5.411792740597548e-05
  },
  "DenseNet121::image": {
    "curves": {
      "32": 0.9475324675324674,
      "54": 0.9577987012987013,
      "93": 0.9760519480519481,
      "158": 0.9772012987012987,
      "271": 0.982896103896104,
      "464": 0.9840454545454547,
      "794": 0.9840389610389609,
      "1359": 0.9840454545454544,
      "2326": 0.9851818181818182,
      "3981": 0.9863246753246753,
      "6813": 0.9874675324675325,
      "11659": 0.9840519480519481,
      "19953": 0.9829155844155844,
      "34145": 0.9829090909090908
    },
    "best_nfeat": 6813,
    "best_cv": 0.9874675324675325,
    "best_gamma": 3.162240848424899e-05
  },
  "ResNet50::image": {
    "curves": {
      "32": 0.9521168831168831,
      "54": 0.9646948051948051,
      "93": 0.9658376623376623,
      "158": 0.974935064935065,
      "271": 0.97837012987013,
      "464": 0.9795,
      "794": 0.9829155844155844,
      "1359": 0.9863506493506493,
      "2326": 0.9908961038961038,
      "3981": 0.9886168831168831,
      "6813": 0.987474025974026,
      "11659": 0.987474025974026,
      "19953": 0.9863311688311688,
      "34145": 0.9840584415584415,
      "58434": 0.9840649350649351,
      "100000": 0.9829285714285714
    },
    "best_nfeat": 2326,
    "best_cv": 0.9908961038961038,
    "best_gamma": 9.262401934788839e-05
  },
  "EfficientNetB1::image": {
    "curves": {
      "32": 0.9373441558441558,
      "54": 0.9247987012987012,
      "93": 0.954422077922078,
      "158": 0.9544415584415585,
      "271": 0.9669805194805194,
      "464": 0.9715324675324675,
      "794": 0.9760649350649351,
      "1359": 0.9772272727272726,
      "2326": 0.982896103896104,
      "3981": 0.9840584415584415,
      "6813": 0.9863311688311688,
      "11659": 0.9851818181818182,
      "19953": 0.9851883116883118,
      "34145": 0.9806298701298701,
      "58434": 0.9760649350649351
    },
    "best_nfeat": 6813,
    "best_cv": 0.9863311688311688,
    "best_gamma": 3.162240848424899e-05
  },
  "VGG16::patient": {
    "curves": {
      "32": 0.8775928827840215,
      "54": 0.8869860655394717,
      "93": 0.9017508373724363,
      "158": 0.899545406113065,
      "271": 0.9168027205072213,
      "464": 0.9111734782922494,
      "794": 0.8892728094160605,
      "1359": 0.8776515115789267,
      "2326": 0.8788736781890476,
      "3981": 0.8718631943594317,
      "6813": 0.8729861925854772,
      "11659": 0.8579623693039702,
      "19953": 0.8415711387799029
    },
    "best_nfeat": 271,
    "best_cv": 0.9168027205072213,
    "best_gamma": 0.0001166892125523387
  },
  "MobileNetV2::patient": {
    "curves": {
      "32": 0.8788294912848766,
      "54": 0.8777222470719559,
      "93": 0.8671963468340518,
      "158": 0.886821936334651,
      "271": 0.9026897499150754,
      "464": 0.9027096807901112,
      "794": 0.9118403567490991,
      "1359": 0.9084816014962362,
      "2326": 0.9015949854380466,
      "3981": 0.897043807427408,
      "6813": 0.8878722188414819,
      "11659": 0.8754424416978528,
      "19953": 0.867454694839946,
      "34145": 0.8502226180733488,
      "58434": 0.8421961732955723
    },
    "best_nfeat": 794,
    "best_cv": 0.9118403567490991,
    "best_gamma": 3.98271745613146e-05
  },
  "DenseNet121::patient": {
    "curves": {
      "32": 0.8883307016099342,
      "54": 0.8776358621830977,
      "93": 0.8695492943753337,
      "158": 0.9020030888753784,
      "271": 0.9217021570809798,
      "464": 0.9203788855354906,
      "794": 0.9297944483539279,
      "1359": 0.9321867182439819,
      "2326": 0.9274615287727703,
      "3981": 0.9065480925304101,
      "6813": 0.8846197537489628,
      "11659": 0.8697672582591949,
      "19953": 0.865148271598542,
      "34145": 0.8606789978555252
    },
    "best_nfeat": 1359,
    "best_cv": 0.9321867182439819,
    "best_gamma": 2.3269151288950545e-05
  },
  "ResNet50::patient": {
    "curves": {
      "32": 0.8429676740201181,
      "54": 0.855707644929198,
      "93": 0.876331816908905,
      "158": 0.8754247864722885,
      "271": 0.8913213110995345,
      "464": 0.8961471621478985,
      "794": 0.9121510194763156,
      "1359": 0.9099166863641326,
      "2326": 0.9086942852731289,
      "3981": 0.8994412881459878,
      "6813": 0.8971347519512485,
      "11659": 0.8834703540651564,
      "19953": 0.8708504896171615,
      "34145": 0.8685060975020858,
      "58434": 0.8604140407100207,
      "100000": 0.861563465997377
    },
    "best_nfeat": 794,
    "best_cv": 0.9121510194763156,
    "best_gamma": 3.98271745613146e-05
  },
  "EfficientNetB1::patient": {
    "curves": {
      "32": 0.839392438341168,
      "54": 0.8532932121895296,
      "93": 0.8648301746424334,
      "158": 0.87897726765122,
      "271": 0.8822707327204625,
      "464": 0.9066292229158499,
      "794": 0.9124550742250127,
      "1359": 0.9042832672872496,
      "2326": 0.8927915426153833,
      "3981": 0.8928568764738968,
      "6813": 0.8767214401504766,
      "11659": 0.8685078785862419,
      "19953": 0.8597186612447733,
      "34145": 0.8562044440055402,
      "58434": 0.8596541437822435
    },
    "best_nfeat": 794,
    "best_cv": 0.9124550742250127,
    "best_gamma": 3.98271745613146e-05
  }
}