nslkdd_dnn_contrast_20211109.txt

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--------------------------------------------------
Temperature:1.0
Mask number:9
Accuracy:0.8666607523066004
Precision:0.8749295753914326
Recall:0.8777294983403092
f1 score:0.8666200122934195
              precision    recall  f1-score   support

           0       0.78      0.97      0.86      9889
           1       0.97      0.79      0.87     12655

    accuracy                           0.87     22544
   macro avg       0.87      0.88      0.87     22544
weighted avg       0.89      0.87      0.87     22544

--------------------------------------------------
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--------------------------------------------------
Temperature:1.0
Mask number:7
Accuracy:0.8559261887863733
Precision:0.8671302212561661
Recall:0.8682233159464765
f1 score:0.8559204724600515
              precision    recall  f1-score   support

           0       0.77      0.97      0.86      9889
           1       0.97      0.77      0.86     12655

    accuracy                           0.86     22544
   macro avg       0.87      0.87      0.86     22544
weighted avg       0.88      0.86      0.86     22544

--------------------------------------------------
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--------------------------------------------------
Temperature:1.0
Mask number:5
Accuracy:0.8661728176011355
Precision:0.8750020201532713
Recall:0.8775048594515679
f1 score:0.8661414687020224
              precision    recall  f1-score   support

           0       0.78      0.97      0.86      9889
           1       0.97      0.79      0.87     12655

    accuracy                           0.87     22544
   macro avg       0.88      0.88      0.87     22544
weighted avg       0.89      0.87      0.87     22544

--------------------------------------------------
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--------------------------------------------------
Temperature:1.0
Mask number:3
Accuracy:0.8604063165365508
Precision:0.8702288656910924
Recall:0.8721364754464002
f1 score:0.8603881728094038
              precision    recall  f1-score   support

           0       0.77      0.97      0.86      9889
           1       0.97      0.78      0.86     12655

    accuracy                           0.86     22544
   macro avg       0.87      0.87      0.86     22544
weighted avg       0.88      0.86      0.86     22544

--------------------------------------------------
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--------------------------------------------------
Temperature:1.0
Mask number:2
Accuracy:0.8543736692689851
Precision:0.8667174947180554
Recall:0.8671388444927155
f1 score:0.8543728643872077
              precision    recall  f1-score   support

           0       0.76      0.97      0.85      9889
           1       0.97      0.76      0.85     12655

    accuracy                           0.85     22544
   macro avg       0.87      0.87      0.85     22544
weighted avg       0.88      0.85      0.85     22544

--------------------------------------------------
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--------------------------------------------------
Temperature:1.0
Mask number:1
Accuracy:0.8698988644428672
Precision:0.8767937268544798
Recall:0.8803153526466976
f1 score:0.8698293417483184
              precision    recall  f1-score   support

           0       0.79      0.97      0.87      9889
           1       0.97      0.80      0.87     12655

    accuracy                           0.87     22544
   macro avg       0.88      0.88      0.87     22544
weighted avg       0.89      0.87      0.87     22544

--------------------------------------------------
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--------------------------------------------------
Temperature:0.6
Mask number:9
Accuracy:0.8676366217175302
Precision:0.8755296711486413
Recall:0.8785324130643506
f1 score:0.8675888962719074
              precision    recall  f1-score   support

           0       0.78      0.97      0.87      9889
           1       0.97      0.79      0.87     12655

    accuracy                           0.87     22544
   macro avg       0.88      0.88      0.87     22544
weighted avg       0.89      0.87      0.87     22544

--------------------------------------------------
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--------------------------------------------------
Temperature:0.6
Mask number:7
Accuracy:0.8560592618878637
Precision:0.8673544834250833
Recall:0.8683971019445837
f1 score:0.8560541000437512
              precision    recall  f1-score   support

           0       0.77      0.97      0.86      9889
           1       0.97      0.77      0.86     12655

    accuracy                           0.86     22544
   macro avg       0.87      0.87      0.86     22544
weighted avg       0.88      0.86      0.86     22544

--------------------------------------------------
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--------------------------------------------------
Temperature:0.6
Mask number:5
Accuracy:0.8636887863733144
Precision:0.8732057431095066
Recall:0.8753143975568558
f1 score:0.8636669978013669
              precision    recall  f1-score   support

           0       0.78      0.97      0.86      9889
           1       0.97      0.78      0.87     12655

    accuracy                           0.86     22544
   macro avg       0.87      0.88      0.86     22544
weighted avg       0.89      0.86      0.86     22544

--------------------------------------------------
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--------------------------------------------------
Temperature:0.6
Mask number:3
Accuracy:0.8592530163236338
Precision:0.8695037950726026
Recall:0.8711644692675022
f1 score:0.8592394892632153
              precision    recall  f1-score   support

           0       0.77      0.97      0.86      9889
           1       0.97      0.77      0.86     12655

    accuracy                           0.86     22544
   macro avg       0.87      0.87      0.86     22544
weighted avg       0.88      0.86      0.86     22544

--------------------------------------------------
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--------------------------------------------------
Temperature:0.6
Mask number:2
Accuracy:0.84958303761533
Precision:0.863266684814697
Recall:0.8628496540760882
f1 score:0.8495822678161622
              precision    recall  f1-score   support

           0       0.76      0.97      0.85      9889
           1       0.97      0.75      0.85     12655

    accuracy                           0.85     22544
   macro avg       0.86      0.86      0.85     22544
weighted avg       0.88      0.85      0.85     22544

--------------------------------------------------
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--------------------------------------------------
Temperature:0.6
Mask number:1
Accuracy:0.8660397444996452
Precision:0.87414537005727
Recall:0.8770216411252216
f1 score:0.8659958533848173
              precision    recall  f1-score   support

           0       0.78      0.97      0.86      9889
           1       0.97      0.79      0.87     12655

    accuracy                           0.87     22544
   macro avg       0.87      0.88      0.87     22544
weighted avg       0.89      0.87      0.87     22544

--------------------------------------------------
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--------------------------------------------------
Temperature:0.4
Mask number:9
Accuracy:0.8668381831085876
Precision:0.8748149051679484
Recall:0.8777659759402061
f1 score:0.8667919485085583
              precision    recall  f1-score   support

           0       0.78      0.97      0.86      9889
           1       0.97      0.79      0.87     12655

    accuracy                           0.87     22544
   macro avg       0.87      0.88      0.87     22544
weighted avg       0.89      0.87      0.87     22544

--------------------------------------------------
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--------------------------------------------------
Temperature:0.4
Mask number:7
Accuracy:0.8566359119943222
Precision:0.8677465919698462
Recall:0.8688996817659025
f1 score:0.8566295648237432
              precision    recall  f1-score   support

           0       0.77      0.97      0.86      9889
           1       0.97      0.77      0.86     12655

    accuracy                           0.86     22544
   macro avg       0.87      0.87      0.86     22544
weighted avg       0.88      0.86      0.86     22544

--------------------------------------------------
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--------------------------------------------------
Temperature:0.4
Mask number:5
Accuracy:0.8662171753016323
Precision:0.8749652277931645
Recall:0.8775112160628971
f1 score:0.8661845518710477
              precision    recall  f1-score   support

           0       0.78      0.97      0.86      9889
           1       0.97      0.79      0.87     12655

    accuracy                           0.87     22544
   macro avg       0.87      0.88      0.87     22544
weighted avg       0.89      0.87      0.87     22544

--------------------------------------------------
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--------------------------------------------------
Temperature:0.4
Mask number:3
Accuracy:0.8579222853087296
Precision:0.8681833973720677
Recall:0.8698244508513084
f1 score:0.8579088764064234
              precision    recall  f1-score   support

           0       0.77      0.97      0.86      9889
           1       0.97      0.77      0.86     12655

    accuracy                           0.86     22544
   macro avg       0.87      0.87      0.86     22544
weighted avg       0.88      0.86      0.86     22544

--------------------------------------------------
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--------------------------------------------------
Temperature:0.4
Mask number:2
Accuracy:0.8553495386799148
Precision:0.8673365332198282
Recall:0.8679749126804968
f1 score:0.8553476712964204
              precision    recall  f1-score   support

           0       0.76      0.97      0.85      9889
           1       0.97      0.77      0.86     12655

    accuracy                           0.86     22544
   macro avg       0.87      0.87      0.86     22544
weighted avg       0.88      0.86      0.86     22544

--------------------------------------------------
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--------------------------------------------------
Temperature:0.4
Mask number:1
Accuracy:0.870431156848829
Precision:0.8771810229756667
Recall:0.8807784223929473
f1 score:0.8703581454199935
              precision    recall  f1-score   support

           0       0.79      0.97      0.87      9889
           1       0.97      0.80      0.87     12655

    accuracy                           0.87     22544
   macro avg       0.88      0.88      0.87     22544
weighted avg       0.89      0.87      0.87     22544

--------------------------------------------------
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--------------------------------------------------
Temperature:0.2
Mask number:9
Accuracy:0.8673261178140526
Precision:0.8753625725652581
Recall:0.8782889960026063
f1 score:0.8672811432591632
              precision    recall  f1-score   support

           0       0.78      0.97      0.86      9889
           1       0.97      0.79      0.87     12655

    accuracy                           0.87     22544
   macro avg       0.88      0.88      0.87     22544
weighted avg       0.89      0.87      0.87     22544

--------------------------------------------------
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--------------------------------------------------
Temperature:0.2
Mask number:7
Accuracy:0.8517565649396736
Precision:0.8643430690189166
Recall:0.8645977781266168
f1 score:0.851756266254029
              precision    recall  f1-score   support

           0       0.76      0.97      0.85      9889
           1       0.97      0.76      0.85     12655

    accuracy                           0.85     22544
   macro avg       0.86      0.86      0.85     22544
weighted avg       0.88      0.85      0.85     22544

--------------------------------------------------
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--------------------------------------------------
Temperature:0.2
Mask number:5
Accuracy:0.8652413058907026
Precision:0.8743086506062504
Recall:0.8766751478751158
f1 score:0.865213465548059
              precision    recall  f1-score   support

           0       0.78      0.97      0.86      9889
           1       0.97      0.78      0.87     12655

    accuracy                           0.87     22544
   macro avg       0.87      0.88      0.87     22544
weighted avg       0.89      0.87      0.87     22544

--------------------------------------------------
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--------------------------------------------------
Temperature:0.2
Mask number:3
Accuracy:0.8591199432221434
Precision:0.8692585834206743
Recall:0.870979632114815
f1 score:0.8591052780067849
              precision    recall  f1-score   support

           0       0.77      0.97      0.86      9889
           1       0.97      0.77      0.86     12655

    accuracy                           0.86     22544
   macro avg       0.87      0.87      0.86     22544
weighted avg       0.88      0.86      0.86     22544

--------------------------------------------------
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--------------------------------------------------
Temperature:0.2
Mask number:2
Accuracy:0.8516678495386799
Precision:0.8647389205262526
Recall:0.8647066276043378
f1 score:0.851667844868933
              precision    recall  f1-score   support

           0       0.76      0.97      0.85      9889
           1       0.97      0.76      0.85     12655

    accuracy                           0.85     22544
   macro avg       0.86      0.86      0.85     22544
weighted avg       0.88      0.85      0.85     22544

--------------------------------------------------
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--------------------------------------------------
Temperature:0.2
Mask number:1
Accuracy:0.8624024130589071
Precision:0.8709111822280746
Recall:0.8735386895687929
f1 score:0.8623653390701498
              precision    recall  f1-score   support

           0       0.78      0.96      0.86      9889
           1       0.97      0.78      0.86     12655

    accuracy                           0.86     22544
   macro avg       0.87      0.87      0.86     22544
weighted avg       0.88      0.86      0.86     22544

--------------------------------------------------
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--------------------------------------------------
Temperature:0.07
Mask number:9
Accuracy:0.8671486870120653
Precision:0.875004756179228
Recall:0.8780204441565302
f1 score:0.8671001115203751
              precision    recall  f1-score   support

           0       0.78      0.97      0.86      9889
           1       0.97      0.79      0.87     12655

    accuracy                           0.87     22544
   macro avg       0.88      0.88      0.87     22544
weighted avg       0.89      0.87      0.87     22544

--------------------------------------------------
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--------------------------------------------------
Temperature:0.07
Mask number:7
Accuracy:0.8563697657913414
Precision:0.8672239553554334
Recall:0.8685189563059482
f1 score:0.8563615979657391
              precision    recall  f1-score   support

           0       0.77      0.97      0.86      9889
           1       0.97      0.77      0.86     12655

    accuracy                           0.86     22544
   macro avg       0.87      0.87      0.86     22544
weighted avg       0.88      0.86      0.86     22544

--------------------------------------------------
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--------------------------------------------------
Temperature:0.07
Mask number:5
Accuracy:0.8704755145493258
Precision:0.8780335777075039
Recall:0.8812378763420551
f1 score:0.8704215651713596
              precision    recall  f1-score   support

           0       0.79      0.97      0.87      9889
           1       0.97      0.79      0.87     12655

    accuracy                           0.87     22544
   macro avg       0.88      0.88      0.87     22544
weighted avg       0.89      0.87      0.87     22544

--------------------------------------------------
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--------------------------------------------------
Temperature:0.07
Mask number:3
Accuracy:0.8579666430092264
Precision:0.8680441343553831
Recall:0.8697866028443179
f1 score:0.8579513389404851
              precision    recall  f1-score   support

           0       0.77      0.97      0.86      9889
           1       0.97      0.77      0.86     12655

    accuracy                           0.86     22544
   macro avg       0.87      0.87      0.86     22544
weighted avg       0.88      0.86      0.86     22544

--------------------------------------------------
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--------------------------------------------------
Temperature:0.07
Mask number:2
Accuracy:0.853042938254081
Precision:0.8657422239813464
Recall:0.8659424910860611
f1 score:0.8530427575328983
              precision    recall  f1-score   support

           0       0.76      0.97      0.85      9889
           1       0.97      0.76      0.85     12655

    accuracy                           0.85     22544
   macro avg       0.87      0.87      0.85     22544
weighted avg       0.88      0.85      0.85     22544

--------------------------------------------------
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--------------------------------------------------
Temperature:0.07
Mask number:1
Accuracy:0.8669712562100781
Precision:0.8744509578318818
Recall:0.8776524319192344
f1 score:0.8669146356381092
              precision    recall  f1-score   support

           0       0.78      0.96      0.86      9889
           1       0.97      0.79      0.87     12655

    accuracy                           0.87     22544
   macro avg       0.87      0.88      0.87     22544
weighted avg       0.89      0.87      0.87     22544

--------------------------------------------------
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xxxxxxxxxxxxxxxxxxxxxxx  Start xxxxxxxxxxxxxxxxxxxxx
--------------------------------------------------
Temperature:0.06
Mask number:9
Accuracy:0.8702980837473385
Precision:0.8774197497677649
Recall:0.8808367106410193
f1 score:0.8702342517943393
              precision    recall  f1-score   support

           0       0.79      0.97      0.87      9889
           1       0.97      0.79      0.87     12655

    accuracy                           0.87     22544
   macro avg       0.88      0.88      0.87     22544
weighted avg       0.89      0.87      0.87     22544

--------------------------------------------------
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xxxxxxxxxxxxxxxxxxxxxxx  Start xxxxxxxxxxxxxxxxxxxxx
--------------------------------------------------
Temperature:0.06
Mask number:7
Accuracy:0.857389992902768
Precision:0.8681177007062475
Recall:0.8694939949600182
f1 score:0.8573807995654459
              precision    recall  f1-score   support

           0       0.77      0.97      0.86      9889
           1       0.97      0.77      0.86     12655

    accuracy                           0.86     22544
   macro avg       0.87      0.87      0.86     22544
weighted avg       0.88      0.86      0.86     22544

--------------------------------------------------
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xxxxxxxxxxxxxxxxxxxxxxx  Start xxxxxxxxxxxxxxxxxxxxx
--------------------------------------------------
Temperature:0.06
Mask number:5
Accuracy:0.8671930447125621
Precision:0.875420547366537
Recall:0.8782478238594587
f1 score:0.8671516389875629
              precision    recall  f1-score   support

           0       0.78      0.97      0.86      9889
           1       0.97      0.79      0.87     12655

    accuracy                           0.87     22544
   macro avg       0.88      0.88      0.87     22544
weighted avg       0.89      0.87      0.87     22544

--------------------------------------------------
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xxxxxxxxxxxxxxxxxxxxxxx  Start xxxxxxxxxxxxxxxxxxxxx
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Temperature:0.06
Mask number:3
Accuracy:0.8623580553584103
Precision:0.871270997195293
Recall:0.8736870491215831
f1 score:0.8623276553032598
              precision    recall  f1-score   support

           0       0.78      0.97      0.86      9889
           1       0.97      0.78      0.86     12655

    accuracy                           0.86     22544
   macro avg       0.87      0.87      0.86     22544
weighted avg       0.88      0.86      0.86     22544

--------------------------------------------------
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--------------------------------------------------
Temperature:0.06
Mask number:2
Accuracy:0.8510911994322214
Precision:0.8642214789731995
Recall:0.8641487920101191
f1 score:0.8510911756997207
              precision    recall  f1-score   support

           0       0.76      0.97      0.85      9889
           1       0.97      0.76      0.85     12655

    accuracy                           0.85     22544
   macro avg       0.86      0.86      0.85     22544
weighted avg       0.88      0.85      0.85     22544

--------------------------------------------------
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xxxxxxxxxxxxxxxxxxxxxxx  Start xxxxxxxxxxxxxxxxxxxxx
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Temperature:0.06
Mask number:1
Accuracy:0.8653300212916962
Precision:0.8732733019999459
Recall:0.876223712605416
f1 score:0.8652828165152855
              precision    recall  f1-score   support

           0       0.78      0.97      0.86      9889
           1       0.97      0.79      0.87     12655

    accuracy                           0.87     22544
   macro avg       0.87      0.88      0.87     22544
weighted avg       0.88      0.87      0.87     22544

--------------------------------------------------
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Temperature:0.05
Mask number:9
Accuracy:0.8671486870120653
Precision:0.8749380206892242
Recall:0.8779872906927904
f1 score:0.8670987491447713
              precision    recall  f1-score   support

           0       0.78      0.97      0.86      9889
           1       0.97      0.79      0.87     12655

    accuracy                           0.87     22544
   macro avg       0.87      0.88      0.87     22544
weighted avg       0.89      0.87      0.87     22544

--------------------------------------------------
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Temperature:0.05
Mask number:7
Accuracy:0.8601401703335699
Precision:0.8700572038164162
Recall:0.8719104661505652
f1 score:0.8601231062597199
              precision    recall  f1-score   support

           0       0.77      0.97      0.86      9889
           1       0.97      0.78      0.86     12655

    accuracy                           0.86     22544
   macro avg       0.87      0.87      0.86     22544
weighted avg       0.88      0.86      0.86     22544

--------------------------------------------------
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Temperature:0.05
Mask number:5
Accuracy:0.8672817601135557
Precision:0.8754419514430755
Recall:0.878304741700437
f1 score:0.8672391246601443
              precision    recall  f1-score   support

           0       0.78      0.97      0.86      9889
           1       0.97      0.79      0.87     12655

    accuracy                           0.87     22544
   macro avg       0.88      0.88      0.87     22544
weighted avg       0.89      0.87      0.87     22544

--------------------------------------------------
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xxxxxxxxxxxxxxxxxxxxxxx  Start xxxxxxxxxxxxxxxxxxxxx
--------------------------------------------------
Temperature:0.05
Mask number:3
Accuracy:0.8636444286728177
Precision:0.8722783178719744
Recall:0.8748549436077482
f1 score:0.8636096489034839
              precision    recall  f1-score   support

           0       0.78      0.97      0.86      9889
           1       0.97      0.78      0.87     12655

    accuracy                           0.86     22544
   macro avg       0.87      0.87      0.86     22544
weighted avg       0.88      0.86      0.86     22544

--------------------------------------------------
xxxxxxxxxxxxxxxxxxxxxxx  end xxxxxxxxxxxxxxxxxxxxx
xxxxxxxxxxxxxxxxxxxxxxx  Start xxxxxxxxxxxxxxxxxxxxx
--------------------------------------------------
Temperature:0.05
Mask number:2
Accuracy:0.8540631653655074
Precision:0.8663893118639111
Recall:0.8668180693489116
f1 score:0.8540623280425821
              precision    recall  f1-score   support

           0       0.76      0.97      0.85      9889
           1       0.97      0.76      0.85     12655

    accuracy                           0.85     22544
   macro avg       0.87      0.87      0.85     22544
weighted avg       0.88      0.85      0.85     22544

--------------------------------------------------
xxxxxxxxxxxxxxxxxxxxxxx  end xxxxxxxxxxxxxxxxxxxxx
xxxxxxxxxxxxxxxxxxxxxxx  Start xxxxxxxxxxxxxxxxxxxxx
--------------------------------------------------
Temperature:0.05
Mask number:1
Accuracy:0.8738910574875799
Precision:0.879793796506686
Recall:0.8838270547846006
f1 score:0.8737959109973239
              precision    recall  f1-score   support

           0       0.79      0.96      0.87      9889
           1       0.97      0.80      0.88     12655

    accuracy                           0.87     22544
   macro avg       0.88      0.88      0.87     22544
weighted avg       0.89      0.87      0.87     22544

--------------------------------------------------
xxxxxxxxxxxxxxxxxxxxxxx  end xxxxxxxxxxxxxxxxxxxxx
xxxxxxxxxxxxxxxxxxxxxxx  Start xxxxxxxxxxxxxxxxxxxxx
--------------------------------------------------
Temperature:0.04
Mask number:9
Accuracy:0.8670599716110717
Precision:0.8747379655628548
Recall:0.8778419636151722
f1 score:0.8670076863072087
              precision    recall  f1-score   support

           0       0.78      0.97      0.86      9889
           1       0.97      0.79      0.87     12655

    accuracy                           0.87     22544
   macro avg       0.87      0.88      0.87     22544
weighted avg       0.89      0.87      0.87     22544

--------------------------------------------------
xxxxxxxxxxxxxxxxxxxxxxx  end xxxxxxxxxxxxxxxxxxxxx
xxxxxxxxxxxxxxxxxxxxxxx  Start xxxxxxxxxxxxxxxxxxxxx
--------------------------------------------------
Temperature:0.04
Mask number:7
Accuracy:0.8640436479772888
Precision:0.8728546408834253
Recall:0.8753431481383299
f1 score:0.8640118003220745
              precision    recall  f1-score   support

           0       0.78      0.97      0.86      9889
           1       0.97      0.78      0.87     12655

    accuracy                           0.86     22544
   macro avg       0.87      0.88      0.86     22544
weighted avg       0.88      0.86      0.86     22544

--------------------------------------------------
xxxxxxxxxxxxxxxxxxxxxxx  end xxxxxxxxxxxxxxxxxxxxx
xxxxxxxxxxxxxxxxxxxxxxx  Start xxxxxxxxxxxxxxxxxxxxx
--------------------------------------------------
Temperature:0.04
Mask number:5
Accuracy:0.8767743080198722
Precision:0.8827004477699423
Recall:0.8867598977652336
f1 score:0.8766816372547412
              precision    recall  f1-score   support

           0       0.80      0.97      0.87      9889
           1       0.97      0.81      0.88     12655

    accuracy                           0.88     22544
   macro avg       0.88      0.89      0.88     22544
weighted avg       0.89      0.88      0.88     22544

--------------------------------------------------
xxxxxxxxxxxxxxxxxxxxxxx  end xxxxxxxxxxxxxxxxxxxxx
xxxxxxxxxxxxxxxxxxxxxxx  Start xxxxxxxxxxxxxxxxxxxxx
--------------------------------------------------
Temperature:0.04
Mask number:3
Accuracy:0.8723385379701917
Precision:0.8788371606398147
Recall:0.8825768160121401
f1 score:0.8722597169636341
              precision    recall  f1-score   support

           0       0.79      0.97      0.87      9889
           1       0.97      0.80      0.88     12655

    accuracy                           0.87     22544
   macro avg       0.88      0.88      0.87     22544
weighted avg       0.89      0.87      0.87     22544

--------------------------------------------------
xxxxxxxxxxxxxxxxxxxxxxx  end xxxxxxxxxxxxxxxxxxxxx
xxxxxxxxxxxxxxxxxxxxxxx  Start xxxxxxxxxxxxxxxxxxxxx
--------------------------------------------------
Temperature:0.04
Mask number:2
Accuracy:0.8512242725337118
Precision:0.8642613336022167
Recall:0.8642452199261667
f1 score:0.851224271362784
              precision    recall  f1-score   support

           0       0.76      0.97      0.85      9889
           1       0.97      0.76      0.85     12655

    accuracy                           0.85     22544
   macro avg       0.86      0.86      0.85     22544
weighted avg       0.88      0.85      0.85     22544

--------------------------------------------------
xxxxxxxxxxxxxxxxxxxxxxx  end xxxxxxxxxxxxxxxxxxxxx
xxxxxxxxxxxxxxxxxxxxxxx  Start xxxxxxxxxxxxxxxxxxxxx
--------------------------------------------------
Temperature:0.04
Mask number:1
Accuracy:0.8686568488289567
Precision:0.8757148038081483
Recall:0.8791427636172818
f1 score:0.8685909092431172
              precision    recall  f1-score   support

           0       0.79      0.96      0.87      9889
           1       0.97      0.79      0.87     12655

    accuracy                           0.87     22544
   macro avg       0.88      0.88      0.87     22544
weighted avg       0.89      0.87      0.87     22544

--------------------------------------------------
xxxxxxxxxxxxxxxxxxxxxxx  end xxxxxxxxxxxxxxxxxxxxx
xxxxxxxxxxxxxxxxxxxxxxx  Start xxxxxxxxxxxxxxxxxxxxx
--------------------------------------------------
Temperature:0.01
Mask number:9
Accuracy:0.8507806955287438
Precision:0.8625367926047484
Recall:0.8632644079827372
f1 score:0.8507781011921733
              precision    recall  f1-score   support

           0       0.76      0.97      0.85      9889
           1       0.97      0.76      0.85     12655

    accuracy                           0.85     22544
   macro avg       0.86      0.86      0.85     22544
weighted avg       0.88      0.85      0.85     22544

--------------------------------------------------
xxxxxxxxxxxxxxxxxxxxxxx  end xxxxxxxxxxxxxxxxxxxxx
xxxxxxxxxxxxxxxxxxxxxxx  Start xxxxxxxxxxxxxxxxxxxxx
--------------------------------------------------
Temperature:0.01
Mask number:7
Accuracy:0.8458126330731015
Precision:0.8590645534256592
Recall:0.8588724330387332
f1 score:0.8458124583260662
              precision    recall  f1-score   support

           0       0.75      0.97      0.85      9889
           1       0.97      0.75      0.85     12655

    accuracy                           0.85     22544
   macro avg       0.86      0.86      0.85     22544
weighted avg       0.87      0.85      0.85     22544

--------------------------------------------------
xxxxxxxxxxxxxxxxxxxxxxx  end xxxxxxxxxxxxxxxxxxxxx
xxxxxxxxxxxxxxxxxxxxxxx  Start xxxxxxxxxxxxxxxxxxxxx
--------------------------------------------------
Temperature:0.01
Mask number:5
Accuracy:0.8453246983676366
Precision:0.8591039600929102
Recall:0.858592538377092
f1 score:0.8453234904327884
              precision    recall  f1-score   support

           0       0.75      0.97      0.85      9889
           1       0.97      0.75      0.84     12655

    accuracy                           0.85     22544
   macro avg       0.86      0.86      0.85     22544
weighted avg       0.87      0.85      0.85     22544

--------------------------------------------------
xxxxxxxxxxxxxxxxxxxxxxx  end xxxxxxxxxxxxxxxxxxxxx
xxxxxxxxxxxxxxxxxxxxxxx  Start xxxxxxxxxxxxxxxxxxxxx
--------------------------------------------------
Temperature:0.01
Mask number:3
Accuracy:0.8528211497515968
Precision:0.86421682616206
Recall:0.8651702806725574
f1 score:0.8528166968821324
              precision    recall  f1-score   support

           0       0.76      0.97      0.85      9889
           1       0.97      0.76      0.85     12655

    accuracy                           0.85     22544
   macro avg       0.86      0.87      0.85     22544
weighted avg       0.88      0.85      0.85     22544

--------------------------------------------------
xxxxxxxxxxxxxxxxxxxxxxx  end xxxxxxxxxxxxxxxxxxxxx
xxxxxxxxxxxxxxxxxxxxxxx  Start xxxxxxxxxxxxxxxxxxxxx
--------------------------------------------------
Temperature:0.01
Mask number:2
Accuracy:0.8300212916962385
Precision:0.8498103461047324
Recall:0.8453925575068564
f1 score:0.8299422589646126
              precision    recall  f1-score   support

           0       0.73      0.97      0.83      9889
           1       0.97      0.72      0.83     12655

    accuracy                           0.83     22544
   macro avg       0.85      0.85      0.83     22544
weighted avg       0.86      0.83      0.83     22544

--------------------------------------------------
xxxxxxxxxxxxxxxxxxxxxxx  end xxxxxxxxxxxxxxxxxxxxx
xxxxxxxxxxxxxxxxxxxxxxx  Start xxxxxxxxxxxxxxxxxxxxx
--------------------------------------------------
Temperature:0.01
Mask number:1
Accuracy:0.8610716820440029
Precision:0.8702665240371925
Recall:0.872519154635418
f1 score:0.8610454075512202
              precision    recall  f1-score   support

           0       0.77      0.97      0.86      9889
           1       0.97      0.78      0.86     12655

    accuracy                           0.86     22544
   macro avg       0.87      0.87      0.86     22544
weighted avg       0.88      0.86      0.86     22544

--------------------------------------------------
xxxxxxxxxxxxxxxxxxxxxxx  end xxxxxxxxxxxxxxxxxxxxx
xxxxxxxxxxxxxxxxxxxxxxx  Start xxxxxxxxxxxxxxxxxxxxx
--------------------------------------------------
Temperature:0.007
Mask number:9
Accuracy:0.8522444996451384
Precision:0.8638515495455434
Recall:0.8646787520058186
f1 score:0.8522411710647942
              precision    recall  f1-score   support

           0       0.76      0.97      0.85      9889
           1       0.97      0.76      0.85     12655

    accuracy                           0.85     22544
   macro avg       0.86      0.86      0.85     22544
weighted avg       0.88      0.85      0.85     22544

--------------------------------------------------
xxxxxxxxxxxxxxxxxxxxxxx  end xxxxxxxxxxxxxxxxxxxxx
xxxxxxxxxxxxxxxxxxxxxxx  Start xxxxxxxxxxxxxxxxxxxxx
--------------------------------------------------
Temperature:0.007
Mask number:7
Accuracy:0.84958303761533
Precision:0.8620978868880512
Recall:0.8623744544291497
f1 score:0.8495826750619169
              precision    recall  f1-score   support

           0       0.76      0.97      0.85      9889
           1       0.97      0.76      0.85     12655

    accuracy                           0.85     22544
   macro avg       0.86      0.86      0.85     22544
weighted avg       0.87      0.85      0.85     22544

--------------------------------------------------
xxxxxxxxxxxxxxxxxxxxxxx  end xxxxxxxxxxxxxxxxxxxxx
xxxxxxxxxxxxxxxxxxxxxxx  Start xxxxxxxxxxxxxxxxxxxxx
--------------------------------------------------
Temperature:0.007
Mask number:5
Accuracy:0.8514904187366927
Precision:0.8634644521721713
Recall:0.8640733876571229
f1 score:0.8514886409202183
              precision    recall  f1-score   support

           0       0.76      0.97      0.85      9889
           1       0.97      0.76      0.85     12655

    accuracy                           0.85     22544
   macro avg       0.86      0.86      0.85     22544
weighted avg       0.88      0.85      0.85     22544

--------------------------------------------------
xxxxxxxxxxxxxxxxxxxxxxx  end xxxxxxxxxxxxxxxxxxxxx
xxxxxxxxxxxxxxxxxxxxxxx  Start xxxxxxxxxxxxxxxxxxxxx
--------------------------------------------------
Temperature:0.007
Mask number:3
Accuracy:0.855083392476934
Precision:0.8658346418685561
Recall:0.8671742433465037
f1 score:0.8550744588150403
              precision    recall  f1-score   support

           0       0.77      0.97      0.85      9889
           1       0.97      0.77      0.86     12655

    accuracy                           0.86     22544
   macro avg       0.87      0.87      0.86     22544
weighted avg       0.88      0.86      0.86     22544

--------------------------------------------------
xxxxxxxxxxxxxxxxxxxxxxx  end xxxxxxxxxxxxxxxxxxxxx
xxxxxxxxxxxxxxxxxxxxxxx  Start xxxxxxxxxxxxxxxxxxxxx
--------------------------------------------------
Temperature:0.007
Mask number:2
Accuracy:0.8334368346344926
Precision:0.8518367732491321
Recall:0.8483464240505406
f1 score:0.8333862015814923
              precision    recall  f1-score   support

           0       0.74      0.97      0.84      9889
           1       0.97      0.73      0.83     12655

    accuracy                           0.83     22544
   macro avg       0.85      0.85      0.83     22544
weighted avg       0.87      0.83      0.83     22544

--------------------------------------------------
xxxxxxxxxxxxxxxxxxxxxxx  end xxxxxxxxxxxxxxxxxxxxx
xxxxxxxxxxxxxxxxxxxxxxx  Start xxxxxxxxxxxxxxxxxxxxx
--------------------------------------------------
Temperature:0.007
Mask number:1
Accuracy:0.8597409510290986
Precision:0.8691843065379239
Recall:0.8712896477650238
f1 score:0.8597180568647079
              precision    recall  f1-score   support

           0       0.77      0.97      0.86      9889
           1       0.97      0.78      0.86     12655

    accuracy                           0.86     22544
   macro avg       0.87      0.87      0.86     22544
weighted avg       0.88      0.86      0.86     22544

--------------------------------------------------
xxxxxxxxxxxxxxxxxxxxxxx  end xxxxxxxxxxxxxxxxxxxxx
xxxxxxxxxxxxxxxxxxxxxxx  Start xxxxxxxxxxxxxxxxxxxxx
--------------------------------------------------
Temperature:0.005
Mask number:9
Accuracy:0.8557044002838893
Precision:0.8662380943891536
Recall:0.8677052820883118
f1 score:0.8556936035386697
              precision    recall  f1-score   support

           0       0.77      0.97      0.85      9889
           1       0.97      0.77      0.86     12655

    accuracy                           0.86     22544
   macro avg       0.87      0.87      0.86     22544
weighted avg       0.88      0.86      0.86     22544

--------------------------------------------------
xxxxxxxxxxxxxxxxxxxxxxx  end xxxxxxxxxxxxxxxxxxxxx
xxxxxxxxxxxxxxxxxxxxxxx  Start xxxxxxxxxxxxxxxxxxxxx
--------------------------------------------------
Temperature:0.005
Mask number:7
Accuracy:0.8513573456352023
Precision:0.8633950563564212
Recall:0.8639659085864955
f1 score:0.8513557870456003
              precision    recall  f1-score   support

           0       0.76      0.97      0.85      9889
           1       0.97      0.76      0.85     12655

    accuracy                           0.85     22544
   macro avg       0.86      0.86      0.85     22544
weighted avg       0.88      0.85      0.85     22544

--------------------------------------------------
xxxxxxxxxxxxxxxxxxxxxxx  end xxxxxxxxxxxxxxxxxxxxx
xxxxxxxxxxxxxxxxxxxxxxx  Start xxxxxxxxxxxxxxxxxxxxx
--------------------------------------------------
Temperature:0.005
Mask number:5
Accuracy:0.845235982966643
Precision:0.8591803219377676
Recall:0.8585687739998535
f1 score:0.845234270053366
              precision    recall  f1-score   support

           0       0.75      0.97      0.85      9889
           1       0.97      0.75      0.84     12655

    accuracy                           0.85     22544
   macro avg       0.86      0.86      0.85     22544
weighted avg       0.87      0.85      0.85     22544

--------------------------------------------------
xxxxxxxxxxxxxxxxxxxxxxx  end xxxxxxxxxxxxxxxxxxxxx
xxxxxxxxxxxxxxxxxxxxxxx  Start xxxxxxxxxxxxxxxxxxxxx
--------------------------------------------------
Temperature:0.005
Mask number:3
Accuracy:0.853708303761533
Precision:0.8648342759730183
Recall:0.8659494310193603
f1 score:0.8537021678138093
              precision    recall  f1-score   support

           0       0.76      0.97      0.85      9889
           1       0.97      0.77      0.85     12655

    accuracy                           0.85     22544
   macro avg       0.86      0.87      0.85     22544
weighted avg       0.88      0.85      0.85     22544

--------------------------------------------------
xxxxxxxxxxxxxxxxxxxxxxx  end xxxxxxxxxxxxxxxxxxxxx
xxxxxxxxxxxxxxxxxxxxxxx  Start xxxxxxxxxxxxxxxxxxxxx
--------------------------------------------------
Temperature:0.005
Mask number:2
Accuracy:0.8418647977288858
Precision:0.8578699313396051
Recall:0.8559638498594774
f1 score:0.8418493231503479
              precision    recall  f1-score   support

           0       0.75      0.97      0.84      9889
           1       0.97      0.74      0.84     12655

    accuracy                           0.84     22544
   macro avg       0.86      0.86      0.84     22544
weighted avg       0.87      0.84      0.84     22544

--------------------------------------------------
xxxxxxxxxxxxxxxxxxxxxxx  end xxxxxxxxxxxxxxxxxxxxx
xxxxxxxxxxxxxxxxxxxxxxx  Start xxxxxxxxxxxxxxxxxxxxx
--------------------------------------------------
Temperature:0.005
Mask number:1
Accuracy:0.8600958126330731
Precision:0.8691407459262446
Recall:0.8714620633560375
f1 score:0.8600672650651986
              precision    recall  f1-score   support

           0       0.77      0.96      0.86      9889
           1       0.97      0.78      0.86     12655

    accuracy                           0.86     22544
   macro avg       0.87      0.87      0.86     22544
weighted avg       0.88      0.86      0.86     22544

--------------------------------------------------
xxxxxxxxxxxxxxxxxxxxxxx  end xxxxxxxxxxxxxxxxxxxxx