2026001
This commit is contained in:
+2602
File diff suppressed because it is too large
Load Diff
+2602
File diff suppressed because it is too large
Load Diff
Vendored
+218
@@ -0,0 +1,218 @@
|
||||
{
|
||||
"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
|
||||
}
|
||||
}
|
||||
Reference in New Issue
Block a user