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fix_local.txt
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horizontal_flip {'p': 0}
seed: 42, noise_scale: 0.1, clip_value: 30
Round: 1 Accuracy: 0.614
Round: 1 f1_score: 0.6108478677286017
Round: 1 average_Acc_f1: 0.6124239338643008
Round: 2 Accuracy: 0.518
Round: 2 f1_score: 0.3412384716732543
Round: 2 average_Acc_f1: 0.42961923583662714
Round: 5 Accuracy: 0.722
Round: 5 f1_score: 0.7213032581453636
Round: 5 average_Acc_f1: 0.7216516290726818
Round: 10 Accuracy: 0.736
Round: 10 f1_score: 0.7351694915254237
Round: 10 average_Acc_f1: 0.7355847457627118
Round: 20 Accuracy: 0.812
Round: 20 f1_score: 0.8116987179487181
Round: 20 average_Acc_f1: 0.8118493589743591
Round: 100 Accuracy: 0.482
Round: 100 f1_score: 0.3252361673414305
Round: 100 average_Acc_f1: 0.4036180836707153
Round: 500 Accuracy: 0.482
Round: 500 f1_score: 0.3252361673414305
Round: 500 average_Acc_f1: 0.4036180836707153
seed: 43, noise_scale: 0.1, clip_value: 30
Round: 1 Accuracy: 0.518
Round: 1 f1_score: 0.3412384716732543
Round: 1 average_Acc_f1: 0.42961923583662714
Round: 2 Accuracy: 0.668
Round: 2 f1_score: 0.667978750640041
Round: 2 average_Acc_f1: 0.6679893753200206
Round: 5 Accuracy: 0.688
Round: 5 f1_score: 0.6879550655294362
Round: 5 average_Acc_f1: 0.6879775327647181
Round: 10 Accuracy: 0.74
Round: 10 f1_score: 0.7395833333333333
Round: 10 average_Acc_f1: 0.7397916666666666
Round: 20 Accuracy: 0.836
Round: 20 f1_score: 0.8355553416438048
Round: 20 average_Acc_f1: 0.8357776708219025
Round: 100 Accuracy: 0.898
Round: 100 f1_score: 0.897989798979898
Round: 100 average_Acc_f1: 0.8979948994899489
Round: 500 Accuracy: 0.482
Round: 500 f1_score: 0.3252361673414305
Round: 500 average_Acc_f1: 0.4036180836707153
seed: 44, noise_scale: 0.1, clip_value: 30
Round: 1 Accuracy: 0.518
Round: 1 f1_score: 0.3412384716732543
Round: 1 average_Acc_f1: 0.42961923583662714
Round: 2 Accuracy: 0.55
Round: 2 f1_score: 0.4357366771159874
Round: 2 average_Acc_f1: 0.4928683385579937
Round: 5 Accuracy: 0.692
Round: 5 f1_score: 0.6851024848276652
Round: 5 average_Acc_f1: 0.6885512424138326
Round: 10 Accuracy: 0.758
Round: 10 f1_score: 0.7554557617451969
Round: 10 average_Acc_f1: 0.7567278808725985
Round: 20 Accuracy: 0.846
Round: 20 f1_score: 0.8455496226997926
Round: 20 average_Acc_f1: 0.8457748113498963
Round: 100 Accuracy: 0.482
Round: 100 f1_score: 0.3252361673414305
Round: 100 average_Acc_f1: 0.4036180836707153
Round: 500 Accuracy: 0.482
Round: 500 f1_score: 0.3252361673414305
Round: 500 average_Acc_f1: 0.4036180836707153
-------------------------------------------------------------------------------------
seed: 42, noise_scale: 0.2, clip_value: 30
Round: 1 Accuracy: 0.614
Round: 1 f1_score: 0.6108478677286017
Round: 1 average_Acc_f1: 0.6124239338643008
Round: 2 Accuracy: 0.518
Round: 2 f1_score: 0.3412384716732543
Round: 2 average_Acc_f1: 0.42961923583662714
Round: 5 Accuracy: 0.716
Round: 5 f1_score: 0.7145200720535254
Round: 5 average_Acc_f1: 0.7152600360267627
Round: 10 Accuracy: 0.736
Round: 10 f1_score: 0.7346242923314462
Round: 10 average_Acc_f1: 0.735312146165723
Round: 20 Accuracy: 0.836
Round: 20 f1_score: 0.8358318918572618
Round: 20 average_Acc_f1: 0.8359159459286309
Round: 100 Accuracy: 0.482
Round: 100 f1_score: 0.3252361673414305
Round: 100 average_Acc_f1: 0.4036180836707153
Round: 500 Accuracy: 0.482
Round: 500 f1_score: 0.3252361673414305
Round: 500 average_Acc_f1: 0.4036180836707153
seed: 43, noise_scale: 0.2, clip_value: 30
Round: 1 Accuracy: 0.518
Round: 1 f1_score: 0.3412384716732543
Round: 1 average_Acc_f1: 0.42961923583662714
Round: 2 Accuracy: 0.658
Round: 2 f1_score: 0.6575054378522587
Round: 2 average_Acc_f1: 0.6577527189261294
Round: 5 Accuracy: 0.698
Round: 5 f1_score: 0.6973596129409833
Round: 5 average_Acc_f1: 0.6976798064704917
Round: 10 Accuracy: 0.732
Round: 10 f1_score: 0.7315705128205128
Round: 10 average_Acc_f1: 0.7317852564102564
Round: 20 Accuracy: 0.824
Round: 20 f1_score: 0.8235935595612291
Round: 20 average_Acc_f1: 0.8237967797806145
Round: 100 Accuracy: 0.482
Round: 100 f1_score: 0.3252361673414305
Round: 100 average_Acc_f1: 0.4036180836707153
Round: 500 Accuracy: 0.482
Round: 500 f1_score: 0.3252361673414305
Round: 500 average_Acc_f1: 0.4036180836707153
seed: 44, noise_scale: 0.2, clip_value: 30
Round: 1 Accuracy: 0.518
Round: 1 f1_score: 0.3412384716732543
Round: 1 average_Acc_f1: 0.42961923583662714
Round: 2 Accuracy: 0.534
Round: 2 f1_score: 0.3898958371519395
Round: 2 average_Acc_f1: 0.46194791857596973
Round: 5 Accuracy: 0.642
Round: 5 f1_score: 0.6129411713827299
Round: 5 average_Acc_f1: 0.6274705856913649
Round: 10 Accuracy: 0.744
Round: 10 f1_score: 0.742947111368164
Round: 10 average_Acc_f1: 0.743473555684082
Round: 20 Accuracy: 0.856
Round: 20 f1_score: 0.8556674578228238
Round: 20 average_Acc_f1: 0.855833728911412
Round: 100 Accuracy: 0.482
Round: 100 f1_score: 0.3252361673414305
Round: 100 average_Acc_f1: 0.4036180836707153
Round: 500 Accuracy: 0.482
Round: 500 f1_score: 0.3252361673414305
Round: 500 average_Acc_f1: 0.4036180836707153
-------------------------------------------------------------------------------------
seed: 42, noise_scale: 0.3, clip_value: 30
Round: 1 Accuracy: 0.616
Round: 1 f1_score: 0.6130030959752322
Round: 1 average_Acc_f1: 0.6145015479876161
Round: 2 Accuracy: 0.518
Round: 2 f1_score: 0.3412384716732543
Round: 2 average_Acc_f1: 0.42961923583662714
Round: 5 Accuracy: 0.702
Round: 5 f1_score: 0.6983500354286871
Round: 5 average_Acc_f1: 0.7001750177143435
Round: 10 Accuracy: 0.742
Round: 10 f1_score: 0.7415440837637592
Round: 10 average_Acc_f1: 0.7417720418818796
Round: 20 Accuracy: 0.822
Round: 20 f1_score: 0.8215538847117795
Round: 20 average_Acc_f1: 0.8217769423558897
Round: 100 Accuracy: 0.482
Round: 100 f1_score: 0.3252361673414305
Round: 100 average_Acc_f1: 0.4036180836707153
Round: 500 Accuracy: 0.482
Round: 500 f1_score: 0.3252361673414305
Round: 500 average_Acc_f1: 0.4036180836707153
seed: 43, noise_scale: 0.3, clip_value: 30
Round: 1 Accuracy: 0.518
Round: 1 f1_score: 0.3412384716732543
Round: 1 average_Acc_f1: 0.42961923583662714
Round: 2 Accuracy: 0.668
Round: 2 f1_score: 0.6674679487179488
Round: 2 average_Acc_f1: 0.6677339743589744
Round: 5 Accuracy: 0.724
Round: 5 f1_score: 0.7227178473260355
Round: 5 average_Acc_f1: 0.7233589236630178
Round: 10 Accuracy: 0.722
Round: 10 f1_score: 0.7145075357687142
Round: 10 average_Acc_f1: 0.718253767884357
Round: 20 Accuracy: 0.814
Round: 20 f1_score: 0.813605589427228
Round: 20 average_Acc_f1: 0.8138027947136139
Round: 100 Accuracy: 0.482
Round: 100 f1_score: 0.3252361673414305
Round: 100 average_Acc_f1: 0.4036180836707153
Round: 500 Accuracy: 0.482
Round: 500 f1_score: 0.3252361673414305
Round: 500 average_Acc_f1: 0.4036180836707153
seed: 44, noise_scale: 0.3, clip_value: 30
Round: 1 Accuracy: 0.518
Round: 1 f1_score: 0.3412384716732543
Round: 1 average_Acc_f1: 0.42961923583662714
Round: 2 Accuracy: 0.558
Round: 2 f1_score: 0.45068329033252297
Round: 2 average_Acc_f1: 0.5043416451662615
Round: 5 Accuracy: 0.678
Round: 5 f1_score: 0.6631446804059002
Round: 5 average_Acc_f1: 0.6705723402029502
Round: 10 Accuracy: 0.696
Round: 10 f1_score: 0.6816940577306461
Round: 10 average_Acc_f1: 0.688847028865323
Round: 20 Accuracy: 0.842
Round: 20 f1_score: 0.8416649630618387
Round: 20 average_Acc_f1: 0.8418324815309193
Round: 100 Accuracy: 0.482
Round: 100 f1_score: 0.3252361673414305
Round: 100 average_Acc_f1: 0.4036180836707153
Round: 500 Accuracy: 0.482
Round: 500 f1_score: 0.3252361673414305
Round: 500 average_Acc_f1: 0.4036180836707153
-------------------------------------------------------------------------------------
seed: 42, noise_scale: 0.5, clip_value: 30
Round: 1 Accuracy: 0.618
Round: 1 f1_score: 0.6151536765920749
Round: 1 average_Acc_f1: 0.6165768382960375
Round: 2 Accuracy: 0.518
Round: 2 f1_score: 0.3412384716732543
Round: 2 average_Acc_f1: 0.42961923583662714
Round: 5 Accuracy: 0.714
Round: 5 f1_score: 0.7112266204629261
Round: 5 average_Acc_f1: 0.712613310231463
Round: 10 Accuracy: 0.696
Round: 10 f1_score: 0.6884173239967857
Round: 10 average_Acc_f1: 0.6922086619983928
Round: 20 Accuracy: 0.828
Round: 20 f1_score: 0.8279008709016393
Round: 20 average_Acc_f1: 0.8279504354508196
Round: 100 Accuracy: 0.482
Round: 100 f1_score: 0.3252361673414305
Round: 100 average_Acc_f1: 0.4036180836707153
Round: 500 Accuracy: 0.482
Round: 500 f1_score: 0.3252361673414305
Round: 500 average_Acc_f1: 0.4036180836707153
seed: 43, noise_scale: 0.5, clip_value: 30
Round: 1 Accuracy: 0.518
Round: 1 f1_score: 0.3412384716732543
Round: 1 average_Acc_f1: 0.42961923583662714
Round: 2 Accuracy: 0.65
Round: 2 f1_score: 0.6491228070175439
Round: 2 average_Acc_f1: 0.649561403508772
Round: 5 Accuracy: 0.706
Round: 5 f1_score: 0.7023990282417247
Round: 5 average_Acc_f1: 0.7041995141208623
Round: 10 Accuracy: 0.732
Round: 10 f1_score: 0.7288371565945185
Round: 10 average_Acc_f1: 0.7304185782972592
Round: 20 Accuracy: 0.828
Round: 20 f1_score: 0.8279008709016393
Round: 20 average_Acc_f1: 0.8279504354508196
Round: 100 Accuracy: 0.482
Round: 100 f1_score: 0.3252361673414305
Round: 100 average_Acc_f1: 0.4036180836707153
Round: 500 Accuracy: 0.482
Round: 500 f1_score: 0.3252361673414305
Round: 500 average_Acc_f1: 0.4036180836707153
seed: 44, noise_scale: 0.5, clip_value: 30
Round: 1 Accuracy: 0.518
Round: 1 f1_score: 0.3412384716732543
Round: 1 average_Acc_f1: 0.42961923583662714
Round: 2 Accuracy: 0.538
Round: 2 f1_score: 0.39818360870992453
Round: 2 average_Acc_f1: 0.4680918043549623
Round: 5 Accuracy: 0.684
Round: 5 f1_score: 0.6773086726357753
Round: 5 average_Acc_f1: 0.6806543363178876
Round: 10 Accuracy: 0.728
Round: 10 f1_score: 0.7264198007692431
Round: 10 average_Acc_f1: 0.7272099003846215
Round: 20 Accuracy: 0.848
Round: 20 f1_score: 0.8479391756702681
Round: 20 average_Acc_f1: 0.8479695878351341
Round: 100 Accuracy: 0.482
Round: 100 f1_score: 0.3252361673414305
Round: 100 average_Acc_f1: 0.4036180836707153
Round: 500 Accuracy: 0.482
Round: 500 f1_score: 0.3252361673414305
Round: 500 average_Acc_f1: 0.4036180836707153
-------------------------------------------------------------------------------------
seed: 42, noise_scale: 1, clip_value: 30
Round: 1 Accuracy: 0.616
Round: 1 f1_score: 0.613769130497755
Round: 1 average_Acc_f1: 0.6148845652488775
Round: 2 Accuracy: 0.518
Round: 2 f1_score: 0.3412384716732543
Round: 2 average_Acc_f1: 0.42961923583662714
Round: 5 Accuracy: 0.722
Round: 5 f1_score: 0.7204692898311151
Round: 5 average_Acc_f1: 0.7212346449155576
Round: 10 Accuracy: 0.706
Round: 10 f1_score: 0.7047137330210396
Round: 10 average_Acc_f1: 0.7053568665105198
Round: 20 Accuracy: 0.784
Round: 20 f1_score: 0.7836538461538463
Round: 20 average_Acc_f1: 0.7838269230769231
Round: 100 Accuracy: 0.482
Round: 100 f1_score: 0.3252361673414305
Round: 100 average_Acc_f1: 0.4036180836707153
Round: 500 Accuracy: 0.482
Round: 500 f1_score: 0.3252361673414305
Round: 500 average_Acc_f1: 0.4036180836707153
seed: 43, noise_scale: 1, clip_value: 30
Round: 1 Accuracy: 0.518
Round: 1 f1_score: 0.3412384716732543
Round: 1 average_Acc_f1: 0.42961923583662714
Round: 2 Accuracy: 0.664
Round: 2 f1_score: 0.6634615384615385
Round: 2 average_Acc_f1: 0.6637307692307692
Round: 5 Accuracy: 0.626
Round: 5 f1_score: 0.5839248127661657
Round: 5 average_Acc_f1: 0.6049624063830829
Round: 10 Accuracy: 0.718
Round: 10 f1_score: 0.7103997305279763
Round: 10 average_Acc_f1: 0.7141998652639882
Round: 20 Accuracy: 0.804
Round: 20 f1_score: 0.8016868757183792
Round: 20 average_Acc_f1: 0.8028434378591895
Round: 100 Accuracy: 0.482
Round: 100 f1_score: 0.3252361673414305
Round: 100 average_Acc_f1: 0.4036180836707153
Round: 500 Accuracy: 0.482
Round: 500 f1_score: 0.3252361673414305
Round: 500 average_Acc_f1: 0.4036180836707153
seed: 44, noise_scale: 1, clip_value: 30
Round: 1 Accuracy: 0.518
Round: 1 f1_score: 0.3412384716732543
Round: 1 average_Acc_f1: 0.42961923583662714
Round: 2 Accuracy: 0.572
Round: 2 f1_score: 0.4844963481143165
Round: 2 average_Acc_f1: 0.5282481740571583
Round: 5 Accuracy: 0.658
Round: 5 f1_score: 0.6409358346037066
Round: 5 average_Acc_f1: 0.6494679173018534
Round: 10 Accuracy: 0.722
Round: 10 f1_score: 0.7180744689050336
Round: 10 average_Acc_f1: 0.7200372344525168
Round: 20 Accuracy: 0.764
Round: 20 f1_score: 0.760314597247274
Round: 20 average_Acc_f1: 0.762157298623637
Round: 100 Accuracy: 0.482
Round: 100 f1_score: 0.3252361673414305
Round: 100 average_Acc_f1: 0.4036180836707153
Round: 500 Accuracy: 0.482
Round: 500 f1_score: 0.3252361673414305
Round: 500 average_Acc_f1: 0.4036180836707153
-------------------------------------------------------------------------------------
seed: 42, noise_scale: 0.1, clip_value: 10
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Round: 1 f1_score: 0.3412384716732543
Round: 1 average_Acc_f1: 0.42961923583662714
Round: 2 Accuracy: 0.518
Round: 2 f1_score: 0.3412384716732543
Round: 2 average_Acc_f1: 0.42961923583662714
Round: 5 Accuracy: 0.702
Round: 5 f1_score: 0.7013680948887846
Round: 5 average_Acc_f1: 0.7016840474443923
Round: 10 Accuracy: 0.644
Round: 10 f1_score: 0.6164520521969972
Round: 10 average_Acc_f1: 0.6302260260984986
Round: 20 Accuracy: 0.746
Round: 20 f1_score: 0.7421623443330532
Round: 20 average_Acc_f1: 0.7440811721665266
Round: 100 Accuracy: 0.89
Round: 100 f1_score: 0.88998899889989
Round: 100 average_Acc_f1: 0.889994499449945
Round: 500 Accuracy: 0.482
Round: 500 f1_score: 0.3252361673414305
Round: 500 average_Acc_f1: 0.4036180836707153
seed: 43, noise_scale: 0.1, clip_value: 10
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Round: 1 f1_score: 0.3412384716732543
Round: 1 average_Acc_f1: 0.42961923583662714
Round: 2 Accuracy: 0.554
Round: 2 f1_score: 0.4356116400670179
Round: 2 average_Acc_f1: 0.494805820033509
Round: 5 Accuracy: 0.716
Round: 5 f1_score: 0.7141706924315621
Round: 5 average_Acc_f1: 0.715085346215781
Round: 10 Accuracy: 0.71
Round: 10 f1_score: 0.7061815352318734
Round: 10 average_Acc_f1: 0.7080907676159367
Round: 20 Accuracy: 0.772
Round: 20 f1_score: 0.7712827426810478
Round: 20 average_Acc_f1: 0.7716413713405239
Round: 100 Accuracy: 0.894
Round: 100 f1_score: 0.8939961838626191
Round: 100 average_Acc_f1: 0.8939980919313095
Round: 500 Accuracy: 0.482
Round: 500 f1_score: 0.3252361673414305
Round: 500 average_Acc_f1: 0.4036180836707153
seed: 44, noise_scale: 0.1, clip_value: 10
Round: 1 Accuracy: 0.518
Round: 1 f1_score: 0.3412384716732543
Round: 1 average_Acc_f1: 0.42961923583662714
Round: 2 Accuracy: 0.52
Round: 2 f1_score: 0.34582088575852066
Round: 2 average_Acc_f1: 0.43291044287926034
Round: 5 Accuracy: 0.636
Round: 5 f1_score: 0.6030776746458232
Round: 5 average_Acc_f1: 0.6195388373229116
Round: 10 Accuracy: 0.702
Round: 10 f1_score: 0.6968772251042621
Round: 10 average_Acc_f1: 0.699438612552131
Round: 20 Accuracy: 0.78
Round: 20 f1_score: 0.7798273846695809
Round: 20 average_Acc_f1: 0.7799136923347905
Round: 100 Accuracy: 0.886
Round: 100 f1_score: 0.885999543998176
Round: 100 average_Acc_f1: 0.885999771999088
Round: 500 Accuracy: 0.482
Round: 500 f1_score: 0.3252361673414305
Round: 500 average_Acc_f1: 0.4036180836707153
-------------------------------------------------------------------------------------
seed: 42, noise_scale: 0.2, clip_value: 10
Round: 1 Accuracy: 0.518
Round: 1 f1_score: 0.3412384716732543
Round: 1 average_Acc_f1: 0.42961923583662714
Round: 2 Accuracy: 0.518
Round: 2 f1_score: 0.3412384716732543
Round: 2 average_Acc_f1: 0.42961923583662714
Round: 5 Accuracy: 0.71
Round: 5 f1_score: 0.7099988399953601
Round: 5 average_Acc_f1: 0.70999941999768
Round: 10 Accuracy: 0.704
Round: 10 f1_score: 0.6962233169129721
Round: 10 average_Acc_f1: 0.700111658456486
Round: 20 Accuracy: 0.758
Round: 20 f1_score: 0.754096028549248
Round: 20 average_Acc_f1: 0.756048014274624
Round: 100 Accuracy: 0.894
Round: 100 f1_score: 0.893999575998304
Round: 100 average_Acc_f1: 0.893999787999152
Round: 500 Accuracy: 0.482
Round: 500 f1_score: 0.3252361673414305
Round: 500 average_Acc_f1: 0.4036180836707153
seed: 43, noise_scale: 0.2, clip_value: 10
Round: 1 Accuracy: 0.518
Round: 1 f1_score: 0.3412384716732543
Round: 1 average_Acc_f1: 0.42961923583662714
Round: 2 Accuracy: 0.544
Round: 2 f1_score: 0.41329051383399207
Round: 2 average_Acc_f1: 0.47864525691699605
Round: 5 Accuracy: 0.67
Round: 5 f1_score: 0.6565347899033718
Round: 5 average_Acc_f1: 0.6632673949516859
Round: 10 Accuracy: 0.726
Round: 10 f1_score: 0.724322779792256
Round: 10 average_Acc_f1: 0.725161389896128
Round: 20 Accuracy: 0.746
Round: 20 f1_score: 0.7421623443330532
Round: 20 average_Acc_f1: 0.7440811721665266
Round: 100 Accuracy: 0.874
Round: 100 f1_score: 0.8739147663820743
Round: 100 average_Acc_f1: 0.8739573831910372
Round: 500 Accuracy: 0.482
Round: 500 f1_score: 0.3252361673414305
Round: 500 average_Acc_f1: 0.4036180836707153
seed: 44, noise_scale: 0.2, clip_value: 10
Round: 1 Accuracy: 0.518
Round: 1 f1_score: 0.3412384716732543
Round: 1 average_Acc_f1: 0.42961923583662714
Round: 2 Accuracy: 0.52
Round: 2 f1_score: 0.34582088575852066
Round: 2 average_Acc_f1: 0.43291044287926034
Round: 5 Accuracy: 0.664
Round: 5 f1_score: 0.6494098398971603
Round: 5 average_Acc_f1: 0.6567049199485802
Round: 10 Accuracy: 0.696
Round: 10 f1_score: 0.6875976257419556
Round: 10 average_Acc_f1: 0.6917988128709778
Round: 20 Accuracy: 0.776
Round: 20 f1_score: 0.7752953261427837
Round: 20 average_Acc_f1: 0.7756476630713919
Round: 100 Accuracy: 0.864
Round: 100 f1_score: 0.8638235152757974
Round: 100 average_Acc_f1: 0.8639117576378987
Round: 500 Accuracy: 0.482
Round: 500 f1_score: 0.3252361673414305
Round: 500 average_Acc_f1: 0.4036180836707153
-------------------------------------------------------------------------------------
seed: 42, noise_scale: 0.3, clip_value: 10
Round: 1 Accuracy: 0.518
Round: 1 f1_score: 0.3412384716732543
Round: 1 average_Acc_f1: 0.42961923583662714
Round: 2 Accuracy: 0.518
Round: 2 f1_score: 0.3412384716732543
Round: 2 average_Acc_f1: 0.42961923583662714
Round: 5 Accuracy: 0.714
Round: 5 f1_score: 0.7128963736603504
Round: 5 average_Acc_f1: 0.7134481868301752
Round: 10 Accuracy: 0.682
Round: 10 f1_score: 0.6679073148113338
Round: 10 average_Acc_f1: 0.6749536574056669
Round: 20 Accuracy: 0.756
Round: 20 f1_score: 0.7519357147504717
Round: 20 average_Acc_f1: 0.7539678573752359
Round: 100 Accuracy: 0.852
Round: 100 f1_score: 0.8518838769595363
Round: 100 average_Acc_f1: 0.8519419384797682
Round: 500 Accuracy: 0.482
Round: 500 f1_score: 0.3252361673414305
Round: 500 average_Acc_f1: 0.4036180836707153
seed: 43, noise_scale: 0.3, clip_value: 10
Round: 1 Accuracy: 0.518
Round: 1 f1_score: 0.3412384716732543
Round: 1 average_Acc_f1: 0.42961923583662714
Round: 2 Accuracy: 0.556
Round: 2 f1_score: 0.44451116982944994
Round: 2 average_Acc_f1: 0.500255584914725
Round: 5 Accuracy: 0.692
Round: 5 f1_score: 0.6875
Round: 5 average_Acc_f1: 0.68975
Round: 10 Accuracy: 0.686
Round: 10 f1_score: 0.6799040935577131
Round: 10 average_Acc_f1: 0.6829520467788566
Round: 20 Accuracy: 0.772
Round: 20 f1_score: 0.771967163271511
Round: 20 average_Acc_f1: 0.7719835816357555
Round: 100 Accuracy: 0.828
Round: 100 f1_score: 0.8274589111453516
Round: 100 average_Acc_f1: 0.8277294555726757
Round: 500 Accuracy: 0.482
Round: 500 f1_score: 0.3252361673414305
Round: 500 average_Acc_f1: 0.4036180836707153
seed: 44, noise_scale: 0.3, clip_value: 10
Round: 1 Accuracy: 0.518
Round: 1 f1_score: 0.3412384716732543
Round: 1 average_Acc_f1: 0.42961923583662714
Round: 2 Accuracy: 0.52
Round: 2 f1_score: 0.34582088575852066
Round: 2 average_Acc_f1: 0.43291044287926034
Round: 5 Accuracy: 0.69
Round: 5 f1_score: 0.6849990448358134
Round: 5 average_Acc_f1: 0.6874995224179067
Round: 10 Accuracy: 0.696
Round: 10 f1_score: 0.6918535817966558
Round: 10 average_Acc_f1: 0.6939267908983279
Round: 20 Accuracy: 0.766
Round: 20 f1_score: 0.7655038060536095
Round: 20 average_Acc_f1: 0.7657519030268047
Round: 100 Accuracy: 0.862
Round: 100 f1_score: 0.8617073728008466
Round: 100 average_Acc_f1: 0.8618536864004234
Round: 500 Accuracy: 0.482
Round: 500 f1_score: 0.3252361673414305
Round: 500 average_Acc_f1: 0.4036180836707153
-------------------------------------------------------------------------------------
seed: 42, noise_scale: 0.5, clip_value: 10
Round: 1 Accuracy: 0.518
Round: 1 f1_score: 0.3412384716732543
Round: 1 average_Acc_f1: 0.42961923583662714
Round: 2 Accuracy: 0.518
Round: 2 f1_score: 0.3412384716732543
Round: 2 average_Acc_f1: 0.42961923583662714
Round: 5 Accuracy: 0.702
Round: 5 f1_score: 0.701970197019702
Round: 5 average_Acc_f1: 0.701985098509851
Round: 10 Accuracy: 0.674
Round: 10 f1_score: 0.6623175375283301
Round: 10 average_Acc_f1: 0.668158768764165
Round: 20 Accuracy: 0.76
Round: 20 f1_score: 0.7571676029204644
Round: 20 average_Acc_f1: 0.7585838014602322
Round: 100 Accuracy: 0.482
Round: 100 f1_score: 0.3252361673414305
Round: 100 average_Acc_f1: 0.4036180836707153
Round: 500 Accuracy: 0.482
Round: 500 f1_score: 0.3252361673414305
Round: 500 average_Acc_f1: 0.4036180836707153
seed: 43, noise_scale: 0.5, clip_value: 10
Round: 1 Accuracy: 0.518
Round: 1 f1_score: 0.3412384716732543
Round: 1 average_Acc_f1: 0.42961923583662714
Round: 2 Accuracy: 0.548
Round: 2 f1_score: 0.4155857589110242
Round: 2 average_Acc_f1: 0.4817928794555121
Round: 5 Accuracy: 0.692
Round: 5 f1_score: 0.6868696727178085
Round: 5 average_Acc_f1: 0.6894348363589042
Round: 10 Accuracy: 0.714
Round: 10 f1_score: 0.7118689829982552
Round: 10 average_Acc_f1: 0.7129344914991276
Round: 20 Accuracy: 0.768
Round: 20 f1_score: 0.7675499767549978
Round: 20 average_Acc_f1: 0.7677749883774989
Round: 100 Accuracy: 0.482
Round: 100 f1_score: 0.3252361673414305
Round: 100 average_Acc_f1: 0.4036180836707153
Round: 500 Accuracy: 0.482
Round: 500 f1_score: 0.3252361673414305
Round: 500 average_Acc_f1: 0.4036180836707153
seed: 44, noise_scale: 0.5, clip_value: 10
Round: 1 Accuracy: 0.518
Round: 1 f1_score: 0.3412384716732543
Round: 1 average_Acc_f1: 0.42961923583662714
Round: 2 Accuracy: 0.52
Round: 2 f1_score: 0.34582088575852066
Round: 2 average_Acc_f1: 0.43291044287926034
Round: 5 Accuracy: 0.688
Round: 5 f1_score: 0.6821205007824725
Round: 5 average_Acc_f1: 0.6850602503912362
Round: 10 Accuracy: 0.704
Round: 10 f1_score: 0.6987510380876389
Round: 10 average_Acc_f1: 0.7013755190438195
Round: 20 Accuracy: 0.778
Round: 20 f1_score: 0.7763458539357084
Round: 20 average_Acc_f1: 0.7771729269678542
Round: 100 Accuracy: 0.482
Round: 100 f1_score: 0.3252361673414305
Round: 100 average_Acc_f1: 0.4036180836707153
Round: 500 Accuracy: 0.482
Round: 500 f1_score: 0.3252361673414305
Round: 500 average_Acc_f1: 0.4036180836707153
-------------------------------------------------------------------------------------
seed: 42, noise_scale: 1, clip_value: 10
Round: 1 Accuracy: 0.518
Round: 1 f1_score: 0.3412384716732543
Round: 1 average_Acc_f1: 0.42961923583662714
Round: 2 Accuracy: 0.518
Round: 2 f1_score: 0.3412384716732543
Round: 2 average_Acc_f1: 0.42961923583662714
Round: 5 Accuracy: 0.696
Round: 5 f1_score: 0.6956883849061439
Round: 5 average_Acc_f1: 0.6958441924530719
Round: 10 Accuracy: 0.69
Round: 10 f1_score: 0.6798565757459343