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deploy.txt
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2022-09-07 19:04:51.582942
['/Users/kunyang/PycharmProjects/kjl/examples/offline/deployment', '/Users/kunyang/PycharmProjects/kjl', '/Users/kunyang/opt/miniconda3/envs/py379/lib/python37.zip', '/Users/kunyang/opt/miniconda3/envs/py379/lib/python3.7', '/Users/kunyang/opt/miniconda3/envs/py379/lib/python3.7/lib-dynload', '/Users/kunyang/opt/miniconda3/envs/py379/lib/python3.7/site-packages']
WARNING: No IPv4 address found on en2 !
WARNING: No IPv4 address found on en4 !
WARNING: more No IPv4 address found on en3 !
/Users/kunyang/opt/miniconda3/envs/py379/lib/python3.7/site-packages/sklearn/utils/deprecation.py:144: FutureWarning: The sklearn.neighbors.kde module is deprecated in version 0.22 and will be removed in version 0.24. The corresponding classes / functions should instead be imported from sklearn.neighbors. Anything that cannot be imported from sklearn.neighbors is now part of the private API.
warnings.warn(message, FutureWarning)
2022-09-07 19:04:56.843 | DEBUG | examples.offline.offline:<module>:43 - DATASETS: ['MAWI1_2020'], FEATURES: ['IAT+SIZE'], HEADERS: [False], MODELS: ['OCSVM(rbf)', 'KJL-OCSVM(linear)', 'Nystrom-OCSVM(linear)', 'GMM(full)', 'GMM(diag)', 'KJL-GMM(full)', 'KJL-GMM(diag)', 'Nystrom-GMM(full)', 'Nystrom-GMM(diag)', 'KJL-QS-GMM(full)', 'KJL-QS-GMM(diag)', 'Nystrom-QS-GMM(full)', 'Nystrom-QS-GMM(diag)'], TUNINGS: [True]
RESULT_DIR: results/2022-09-07 19:04:51.582942
2022-09-07 19:04:56.892 | DEBUG | __main__:main:425 -
***Extract needed parameters
2022-09-07 19:04:56.893 | INFO | __main__:extract_needed_parameters:144 - *** CTU1-IAT+SIZE-header_False, KJL-OCSVM(linear)-tuning_False
2022-09-07 19:04:57.096 | DEBUG | __main__:extract_needed_parameters:166 - test_set: examples/offline/deployment/data/src_dst/models/CTU1/IAT+SIZE/header_False/KJL-OCSVM(linear)/tuning_False/test_set.dat
2022-09-07 19:04:57.298 | INFO | __main__:extract_needed_parameters:144 - *** CTU1-IAT+SIZE-header_False, KJL-OCSVM(linear)-tuning_True
2022-09-07 19:04:57.323 | DEBUG | __main__:extract_needed_parameters:166 - test_set: examples/offline/deployment/data/src_dst/models/CTU1/IAT+SIZE/header_False/KJL-OCSVM(linear)/tuning_True/test_set.dat
2022-09-07 19:04:57.360 | INFO | __main__:extract_needed_parameters:144 - *** CTU1-IAT+SIZE-header_True, KJL-OCSVM(linear)-tuning_False
2022-09-07 19:04:57.361 | ERROR | __main__:extract_needed_parameters:168 - Error: [Errno 2] No such file or directory: 'examples/offline/out/src_dst/CTU1/IAT+SIZE/header_True/KJL-OCSVM(linear)/tuning_False/model_0th.dat'. [CTU1, IAT+SIZE, True, KJL-OCSVM(linear), False]
Traceback (most recent call last):
File "examples/offline/deployment/deploy_evaluate_model.py", line 148, in extract_needed_parameters
params = load(f)
File "/Users/kunyang/PycharmProjects/kjl/kjl/utils/tool.py", line 49, in load
with open(in_file, 'rb') as f:
FileNotFoundError: [Errno 2] No such file or directory: 'examples/offline/out/src_dst/CTU1/IAT+SIZE/header_True/KJL-OCSVM(linear)/tuning_False/model_0th.dat'
2022-09-07 19:04:57.362 | INFO | __main__:extract_needed_parameters:144 - *** CTU1-IAT+SIZE-header_True, KJL-OCSVM(linear)-tuning_True
2022-09-07 19:04:57.363 | ERROR | __main__:extract_needed_parameters:168 - Error: [Errno 2] No such file or directory: 'examples/offline/out/src_dst/CTU1/IAT+SIZE/header_True/KJL-OCSVM(linear)/tuning_True/model_0th.dat'. [CTU1, IAT+SIZE, True, KJL-OCSVM(linear), True]
Traceback (most recent call last):
File "examples/offline/deployment/deploy_evaluate_model.py", line 148, in extract_needed_parameters
params = load(f)
File "/Users/kunyang/PycharmProjects/kjl/kjl/utils/tool.py", line 49, in load
with open(in_file, 'rb') as f:
FileNotFoundError: [Errno 2] No such file or directory: 'examples/offline/out/src_dst/CTU1/IAT+SIZE/header_True/KJL-OCSVM(linear)/tuning_True/model_0th.dat'
2022-09-07 19:04:57.363 | INFO | __main__:extract_needed_parameters:144 - *** CTU1-STATS-header_False, KJL-OCSVM(linear)-tuning_False
2022-09-07 19:04:57.363 | ERROR | __main__:extract_needed_parameters:168 - Error: [Errno 2] No such file or directory: 'examples/offline/out/src_dst/CTU1/STATS/header_False/KJL-OCSVM(linear)/tuning_False/model_0th.dat'. [CTU1, STATS, False, KJL-OCSVM(linear), False]
Traceback (most recent call last):
File "examples/offline/deployment/deploy_evaluate_model.py", line 148, in extract_needed_parameters
params = load(f)
File "/Users/kunyang/PycharmProjects/kjl/kjl/utils/tool.py", line 49, in load
with open(in_file, 'rb') as f:
FileNotFoundError: [Errno 2] No such file or directory: 'examples/offline/out/src_dst/CTU1/STATS/header_False/KJL-OCSVM(linear)/tuning_False/model_0th.dat'
2022-09-07 19:04:57.364 | INFO | __main__:extract_needed_parameters:144 - *** CTU1-STATS-header_False, KJL-OCSVM(linear)-tuning_True
2022-09-07 19:04:57.364 | ERROR | __main__:extract_needed_parameters:168 - Error: [Errno 2] No such file or directory: 'examples/offline/out/src_dst/CTU1/STATS/header_False/KJL-OCSVM(linear)/tuning_True/model_0th.dat'. [CTU1, STATS, False, KJL-OCSVM(linear), True]
Traceback (most recent call last):
File "examples/offline/deployment/deploy_evaluate_model.py", line 148, in extract_needed_parameters
params = load(f)
File "/Users/kunyang/PycharmProjects/kjl/kjl/utils/tool.py", line 49, in load
with open(in_file, 'rb') as f:
FileNotFoundError: [Errno 2] No such file or directory: 'examples/offline/out/src_dst/CTU1/STATS/header_False/KJL-OCSVM(linear)/tuning_True/model_0th.dat'
2022-09-07 19:04:57.364 | INFO | __main__:extract_needed_parameters:144 - *** CTU1-STATS-header_True, KJL-OCSVM(linear)-tuning_False
2022-09-07 19:04:57.365 | ERROR | __main__:extract_needed_parameters:168 - Error: [Errno 2] No such file or directory: 'examples/offline/out/src_dst/CTU1/STATS/header_True/KJL-OCSVM(linear)/tuning_False/model_0th.dat'. [CTU1, STATS, True, KJL-OCSVM(linear), False]
Traceback (most recent call last):
File "examples/offline/deployment/deploy_evaluate_model.py", line 148, in extract_needed_parameters
params = load(f)
File "/Users/kunyang/PycharmProjects/kjl/kjl/utils/tool.py", line 49, in load
with open(in_file, 'rb') as f:
FileNotFoundError: [Errno 2] No such file or directory: 'examples/offline/out/src_dst/CTU1/STATS/header_True/KJL-OCSVM(linear)/tuning_False/model_0th.dat'
2022-09-07 19:04:57.365 | INFO | __main__:extract_needed_parameters:144 - *** CTU1-STATS-header_True, KJL-OCSVM(linear)-tuning_True
2022-09-07 19:04:57.365 | ERROR | __main__:extract_needed_parameters:168 - Error: [Errno 2] No such file or directory: 'examples/offline/out/src_dst/CTU1/STATS/header_True/KJL-OCSVM(linear)/tuning_True/model_0th.dat'. [CTU1, STATS, True, KJL-OCSVM(linear), True]
Traceback (most recent call last):
File "examples/offline/deployment/deploy_evaluate_model.py", line 148, in extract_needed_parameters
params = load(f)
File "/Users/kunyang/PycharmProjects/kjl/kjl/utils/tool.py", line 49, in load
with open(in_file, 'rb') as f:
FileNotFoundError: [Errno 2] No such file or directory: 'examples/offline/out/src_dst/CTU1/STATS/header_True/KJL-OCSVM(linear)/tuning_True/model_0th.dat'
2022-09-07 19:04:57.366 | DEBUG | __main__:main:433 -
***Evaluate models, feature: IAT+SIZE, header: False
2022-09-07 19:04:57.373 | DEBUG | __main__:_evaluate:293 - n_test_repeats: 100, is_parallel: False
2022-09-07 19:04:57.808 | DEBUG | __main__:_test:283 - AUC: 0.45472304
2022-09-07 19:04:57.808 | INFO | __main__:_test:285 - Total test time: 0.3973585506901145 <= std_test_time: 0, seek_test_time: 0, proj_test_time: 0.08418451878242195, model_test_time: 0.31317403190769255
2022-09-07 19:04:58.018 | DEBUG | __main__:_test:283 - AUC: 0.45472304
2022-09-07 19:04:58.018 | INFO | __main__:_test:285 - Total test time: 0.1839096809271723 <= std_test_time: 0, seek_test_time: 0, proj_test_time: 0.039759629871696234, model_test_time: 0.14415005105547607
2022-09-07 19:04:58.222 | DEBUG | __main__:_test:283 - AUC: 0.45472304
2022-09-07 19:04:58.223 | INFO | __main__:_test:285 - Total test time: 0.1809846239630133 <= std_test_time: 0, seek_test_time: 0, proj_test_time: 0.030149157159030437, model_test_time: 0.15083546680398285
2022-09-07 19:04:58.430 | DEBUG | __main__:_test:283 - AUC: 0.45472304
2022-09-07 19:04:58.431 | INFO | __main__:_test:285 - Total test time: 0.17573594371788204 <= std_test_time: 0, seek_test_time: 0, proj_test_time: 0.025715252850204706, model_test_time: 0.15002069086767733
2022-09-07 19:04:58.913 | DEBUG | __main__:_test:283 - AUC: 0.45472304
2022-09-07 19:04:58.913 | INFO | __main__:_test:285 - Total test time: 0.4495269067119807 <= std_test_time: 0, seek_test_time: 0, proj_test_time: 0.05929475277662277, model_test_time: 0.39023215393535793
2022-09-07 19:04:59.126 | DEBUG | __main__:_test:283 - AUC: 0.45472304
2022-09-07 19:04:59.126 | INFO | __main__:_test:285 - Total test time: 0.1909272198099643 <= std_test_time: 0, seek_test_time: 0, proj_test_time: 0.04716523177921772, model_test_time: 0.14376198803074658
2022-09-07 19:04:59.362 | DEBUG | __main__:_test:283 - AUC: 0.45472304
2022-09-07 19:04:59.362 | INFO | __main__:_test:285 - Total test time: 0.21274428581818938 <= std_test_time: 0, seek_test_time: 0, proj_test_time: 0.06782000698149204, model_test_time: 0.14492427883669734
2022-09-07 19:04:59.752 | DEBUG | __main__:_test:283 - AUC: 0.45472304
2022-09-07 19:04:59.752 | INFO | __main__:_test:285 - Total test time: 0.30749877798371017 <= std_test_time: 0, seek_test_time: 0, proj_test_time: 0.038488224847242236, model_test_time: 0.26901055313646793
2022-09-07 19:05:00.086 | DEBUG | __main__:_test:283 - AUC: 0.45472304
2022-09-07 19:05:00.086 | INFO | __main__:_test:285 - Total test time: 0.23948235623538494 <= std_test_time: 0, seek_test_time: 0, proj_test_time: 0.05146267218515277, model_test_time: 0.18801968405023217
2022-09-07 19:05:00.421 | DEBUG | __main__:_test:283 - AUC: 0.45472304
2022-09-07 19:05:00.421 | INFO | __main__:_test:285 - Total test time: 0.270199416205287 <= std_test_time: 0, seek_test_time: 0, proj_test_time: 0.07735736109316349, model_test_time: 0.1928420551121235
2022-09-07 19:05:00.664 | DEBUG | __main__:_test:283 - AUC: 0.45472304
2022-09-07 19:05:00.665 | INFO | __main__:_test:285 - Total test time: 0.22336611105129123 <= std_test_time: 0, seek_test_time: 0, proj_test_time: 0.04800999187864363, model_test_time: 0.1753561191726476
2022-09-07 19:05:00.920 | DEBUG | __main__:_test:283 - AUC: 0.45472304
2022-09-07 19:05:00.920 | INFO | __main__:_test:285 - Total test time: 0.23027150216512382 <= std_test_time: 0, seek_test_time: 0, proj_test_time: 0.05511275422759354, model_test_time: 0.17515874793753028
2022-09-07 19:05:01.183 | DEBUG | __main__:_test:283 - AUC: 0.45472304
2022-09-07 19:05:01.183 | INFO | __main__:_test:285 - Total test time: 0.23722306289710104 <= std_test_time: 0, seek_test_time: 0, proj_test_time: 0.04929712298326194, model_test_time: 0.1879259399138391
2022-09-07 19:05:01.439 | DEBUG | __main__:_test:283 - AUC: 0.45472304
2022-09-07 19:05:01.439 | INFO | __main__:_test:285 - Total test time: 0.23462697607465088 <= std_test_time: 0, seek_test_time: 0, proj_test_time: 0.07625910197384655, model_test_time: 0.15836787410080433
2022-09-07 19:05:01.612 | DEBUG | __main__:_test:283 - AUC: 0.45472304
2022-09-07 19:05:01.612 | INFO | __main__:_test:285 - Total test time: 0.15112522314302623 <= std_test_time: 0, seek_test_time: 0, proj_test_time: 0.015399554278701544, model_test_time: 0.1357256688643247
2022-09-07 19:05:01.787 | DEBUG | __main__:_test:283 - AUC: 0.45472304
2022-09-07 19:05:01.788 | INFO | __main__:_test:285 - Total test time: 0.14392742700874805 <= std_test_time: 0, seek_test_time: 0, proj_test_time: 0.019065333995968103, model_test_time: 0.12486209301277995
2022-09-07 19:05:01.954 | DEBUG | __main__:_test:283 - AUC: 0.45472304
2022-09-07 19:05:01.954 | INFO | __main__:_test:285 - Total test time: 0.1435551019385457 <= std_test_time: 0, seek_test_time: 0, proj_test_time: 0.02092707995325327, model_test_time: 0.12262802198529243
2022-09-07 19:05:02.123 | DEBUG | __main__:_test:283 - AUC: 0.45472304
2022-09-07 19:05:02.124 | INFO | __main__:_test:285 - Total test time: 0.14983377954922616 <= std_test_time: 0, seek_test_time: 0, proj_test_time: 0.01357782375998795, model_test_time: 0.13625595578923821
2022-09-07 19:05:02.264 | DEBUG | __main__:_test:283 - AUC: 0.45472304
2022-09-07 19:05:02.266 | INFO | __main__:_test:285 - Total test time: 0.11484709708020091 <= std_test_time: 0, seek_test_time: 0, proj_test_time: 0.013214456848800182, model_test_time: 0.10163264023140073
2022-09-07 19:05:02.429 | DEBUG | __main__:_test:283 - AUC: 0.45472304
2022-09-07 19:05:02.429 | INFO | __main__:_test:285 - Total test time: 0.1408534338697791 <= std_test_time: 0, seek_test_time: 0, proj_test_time: 0.018014133907854557, model_test_time: 0.12283929996192455
2022-09-07 19:05:02.593 | DEBUG | __main__:_test:283 - AUC: 0.45472304
2022-09-07 19:05:02.593 | INFO | __main__:_test:285 - Total test time: 0.1400470226071775 <= std_test_time: 0, seek_test_time: 0, proj_test_time: 0.020148976240307093, model_test_time: 0.1198980463668704
2022-09-07 19:05:02.781 | DEBUG | __main__:_test:283 - AUC: 0.45472304
2022-09-07 19:05:02.781 | INFO | __main__:_test:285 - Total test time: 0.16553254099562764 <= std_test_time: 0, seek_test_time: 0, proj_test_time: 0.015943138860166073, model_test_time: 0.14958940213546157
2022-09-07 19:05:02.952 | DEBUG | __main__:_test:283 - AUC: 0.45472304
2022-09-07 19:05:02.952 | INFO | __main__:_test:285 - Total test time: 0.14961674134247005 <= std_test_time: 0, seek_test_time: 0, proj_test_time: 0.0172999722417444, model_test_time: 0.13231676910072565
2022-09-07 19:05:03.118 | DEBUG | __main__:_test:283 - AUC: 0.45472304
2022-09-07 19:05:03.118 | INFO | __main__:_test:285 - Total test time: 0.1421026128809899 <= std_test_time: 0, seek_test_time: 0, proj_test_time: 0.01715872809290886, model_test_time: 0.12494388478808105
2022-09-07 19:05:03.278 | DEBUG | __main__:_test:283 - AUC: 0.45472304
2022-09-07 19:05:03.278 | INFO | __main__:_test:285 - Total test time: 0.13890699273906648 <= std_test_time: 0, seek_test_time: 0, proj_test_time: 0.014710442861542106, model_test_time: 0.12419654987752438
2022-09-07 19:05:03.431 | DEBUG | __main__:_test:283 - AUC: 0.45472304
2022-09-07 19:05:03.432 | INFO | __main__:_test:285 - Total test time: 0.12998444912955165 <= std_test_time: 0, seek_test_time: 0, proj_test_time: 0.016950653167441487, model_test_time: 0.11303379596211016
2022-09-07 19:05:03.754 | DEBUG | __main__:_test:283 - AUC: 0.45472304
2022-09-07 19:05:03.755 | INFO | __main__:_test:285 - Total test time: 0.3001214750111103 <= std_test_time: 0, seek_test_time: 0, proj_test_time: 0.015558719169348478, model_test_time: 0.2845627558417618
2022-09-07 19:05:03.967 | DEBUG | __main__:_test:283 - AUC: 0.45472304
2022-09-07 19:05:03.967 | INFO | __main__:_test:285 - Total test time: 0.19057999295182526 <= std_test_time: 0, seek_test_time: 0, proj_test_time: 0.05283360090106726, model_test_time: 0.137746392050758
2022-09-07 19:05:04.141 | DEBUG | __main__:_test:283 - AUC: 0.45472304
2022-09-07 19:05:04.141 | INFO | __main__:_test:285 - Total test time: 0.15087224217131734 <= std_test_time: 0, seek_test_time: 0, proj_test_time: 0.019076166907325387, model_test_time: 0.13179607526399195
2022-09-07 19:05:04.306 | DEBUG | __main__:_test:283 - AUC: 0.45472304
2022-09-07 19:05:04.306 | INFO | __main__:_test:285 - Total test time: 0.14257733221165836 <= std_test_time: 0, seek_test_time: 0, proj_test_time: 0.015662127174437046, model_test_time: 0.1269152050372213
2022-09-07 19:05:04.489 | DEBUG | __main__:_test:283 - AUC: 0.45472304
2022-09-07 19:05:04.489 | INFO | __main__:_test:285 - Total test time: 0.15888665593229234 <= std_test_time: 0, seek_test_time: 0, proj_test_time: 0.02357483166269958, model_test_time: 0.13531182426959276
2022-09-07 19:05:04.688 | DEBUG | __main__:_test:283 - AUC: 0.45472304
2022-09-07 19:05:04.689 | INFO | __main__:_test:285 - Total test time: 0.17414133669808507 <= std_test_time: 0, seek_test_time: 0, proj_test_time: 0.020468439906835556, model_test_time: 0.1536728967912495
2022-09-07 19:05:04.863 | DEBUG | __main__:_test:283 - AUC: 0.45472304
2022-09-07 19:05:04.863 | INFO | __main__:_test:285 - Total test time: 0.15330263203941286 <= std_test_time: 0, seek_test_time: 0, proj_test_time: 0.019558778032660484, model_test_time: 0.13374385400675237
2022-09-07 19:05:05.038 | DEBUG | __main__:_test:283 - AUC: 0.45472304
2022-09-07 19:05:05.038 | INFO | __main__:_test:285 - Total test time: 0.15099343238398433 <= std_test_time: 0, seek_test_time: 0, proj_test_time: 0.015951663721352816, model_test_time: 0.1350417686626315
2022-09-07 19:05:05.196 | DEBUG | __main__:_test:283 - AUC: 0.45472304
2022-09-07 19:05:05.196 | INFO | __main__:_test:285 - Total test time: 0.13826346094720066 <= std_test_time: 0, seek_test_time: 0, proj_test_time: 0.01750009600073099, model_test_time: 0.12076336494646966
2022-09-07 19:05:05.344 | DEBUG | __main__:_test:283 - AUC: 0.45472304
2022-09-07 19:05:05.344 | INFO | __main__:_test:285 - Total test time: 0.12392871221527457 <= std_test_time: 0, seek_test_time: 0, proj_test_time: 0.015212314203381538, model_test_time: 0.10871639801189303
2022-09-07 19:05:05.500 | DEBUG | __main__:_test:283 - AUC: 0.45472304
2022-09-07 19:05:05.501 | INFO | __main__:_test:285 - Total test time: 0.12955443561077118 <= std_test_time: 0, seek_test_time: 0, proj_test_time: 0.022804036736488342, model_test_time: 0.10675039887428284
2022-09-07 19:05:05.646 | DEBUG | __main__:_test:283 - AUC: 0.45472304
2022-09-07 19:05:05.646 | INFO | __main__:_test:285 - Total test time: 0.12557155033573508 <= std_test_time: 0, seek_test_time: 0, proj_test_time: 0.016003794269636273, model_test_time: 0.10956775606609881
2022-09-07 19:05:05.785 | DEBUG | __main__:_test:283 - AUC: 0.45472304
2022-09-07 19:05:05.786 | INFO | __main__:_test:285 - Total test time: 0.1202633127104491 <= std_test_time: 0, seek_test_time: 0, proj_test_time: 0.015174892731010914, model_test_time: 0.10508841997943819
2022-09-07 19:05:05.943 | DEBUG | __main__:_test:283 - AUC: 0.45472304
2022-09-07 19:05:05.944 | INFO | __main__:_test:285 - Total test time: 0.1365882179234177 <= std_test_time: 0, seek_test_time: 0, proj_test_time: 0.01544674183242023, model_test_time: 0.12114147609099746
2022-09-07 19:05:06.087 | DEBUG | __main__:_test:283 - AUC: 0.45472304
2022-09-07 19:05:06.087 | INFO | __main__:_test:285 - Total test time: 0.12337346794083714 <= std_test_time: 0, seek_test_time: 0, proj_test_time: 0.016115006059408188, model_test_time: 0.10725846188142896
2022-09-07 19:05:06.283 | DEBUG | __main__:_test:283 - AUC: 0.45472304
2022-09-07 19:05:06.283 | INFO | __main__:_test:285 - Total test time: 0.15811012010090053 <= std_test_time: 0, seek_test_time: 0, proj_test_time: 0.014885189244523644, model_test_time: 0.1432249308563769
2022-09-07 19:05:06.445 | DEBUG | __main__:_test:283 - AUC: 0.45472304
2022-09-07 19:05:06.445 | INFO | __main__:_test:285 - Total test time: 0.13772887992672622 <= std_test_time: 0, seek_test_time: 0, proj_test_time: 0.019708080915734172, model_test_time: 0.11802079901099205
2022-09-07 19:05:06.582 | DEBUG | __main__:_test:283 - AUC: 0.45472304
2022-09-07 19:05:06.582 | INFO | __main__:_test:285 - Total test time: 0.1194219442550093 <= std_test_time: 0, seek_test_time: 0, proj_test_time: 0.015420980285853148, model_test_time: 0.10400096396915615
2022-09-07 19:05:06.713 | DEBUG | __main__:_test:283 - AUC: 0.45472304
2022-09-07 19:05:06.713 | INFO | __main__:_test:285 - Total test time: 0.11251190421171486 <= std_test_time: 0, seek_test_time: 0, proj_test_time: 0.013195447158068419, model_test_time: 0.09931645705364645
2022-09-07 19:05:06.850 | DEBUG | __main__:_test:283 - AUC: 0.45472304
2022-09-07 19:05:06.850 | INFO | __main__:_test:285 - Total test time: 0.11848515085875988 <= std_test_time: 0, seek_test_time: 0, proj_test_time: 0.013228076975792646, model_test_time: 0.10525707388296723
2022-09-07 19:05:06.988 | DEBUG | __main__:_test:283 - AUC: 0.45472304
2022-09-07 19:05:06.988 | INFO | __main__:_test:285 - Total test time: 0.1204435876570642 <= std_test_time: 0, seek_test_time: 0, proj_test_time: 0.014349405886605382, model_test_time: 0.10609418177045882
2022-09-07 19:05:07.131 | DEBUG | __main__:_test:283 - AUC: 0.45472304
2022-09-07 19:05:07.132 | INFO | __main__:_test:285 - Total test time: 0.12365471990779042 <= std_test_time: 0, seek_test_time: 0, proj_test_time: 0.012640326982364058, model_test_time: 0.11101439292542636
2022-09-07 19:05:07.260 | DEBUG | __main__:_test:283 - AUC: 0.45472304
2022-09-07 19:05:07.260 | INFO | __main__:_test:285 - Total test time: 0.11078924918547273 <= std_test_time: 0, seek_test_time: 0, proj_test_time: 0.013339226134121418, model_test_time: 0.09745002305135131
2022-09-07 19:05:07.412 | DEBUG | __main__:_test:283 - AUC: 0.45472304
2022-09-07 19:05:07.412 | INFO | __main__:_test:285 - Total test time: 0.13045670301653445 <= std_test_time: 0, seek_test_time: 0, proj_test_time: 0.01837387913838029, model_test_time: 0.11208282387815416
2022-09-07 19:05:07.558 | DEBUG | __main__:_test:283 - AUC: 0.45472304
2022-09-07 19:05:07.558 | INFO | __main__:_test:285 - Total test time: 0.1273566330783069 <= std_test_time: 0, seek_test_time: 0, proj_test_time: 0.018367809941992164, model_test_time: 0.10898882313631475
2022-09-07 19:05:07.693 | DEBUG | __main__:_test:283 - AUC: 0.45472304
2022-09-07 19:05:07.693 | INFO | __main__:_test:285 - Total test time: 0.11192207830026746 <= std_test_time: 0, seek_test_time: 0, proj_test_time: 0.01466355612501502, model_test_time: 0.09725852217525244
2022-09-07 19:05:07.836 | DEBUG | __main__:_test:283 - AUC: 0.45472304
2022-09-07 19:05:07.837 | INFO | __main__:_test:285 - Total test time: 0.12439247500151396 <= std_test_time: 0, seek_test_time: 0, proj_test_time: 0.01658499683253467, model_test_time: 0.10780747816897929
2022-09-07 19:05:07.974 | DEBUG | __main__:_test:283 - AUC: 0.45472304
2022-09-07 19:05:07.974 | INFO | __main__:_test:285 - Total test time: 0.11903740395791829 <= std_test_time: 0, seek_test_time: 0, proj_test_time: 0.017447198973968625, model_test_time: 0.10159020498394966
2022-09-07 19:05:08.126 | DEBUG | __main__:_test:283 - AUC: 0.45472304
2022-09-07 19:05:08.127 | INFO | __main__:_test:285 - Total test time: 0.12860949197784066 <= std_test_time: 0, seek_test_time: 0, proj_test_time: 0.013437519082799554, model_test_time: 0.11517197289504111
2022-09-07 19:05:08.264 | DEBUG | __main__:_test:283 - AUC: 0.45472304
2022-09-07 19:05:08.264 | INFO | __main__:_test:285 - Total test time: 0.11678541731089354 <= std_test_time: 0, seek_test_time: 0, proj_test_time: 0.014069358119741082, model_test_time: 0.10271605919115245
2022-09-07 19:05:08.410 | DEBUG | __main__:_test:283 - AUC: 0.45472304
2022-09-07 19:05:08.411 | INFO | __main__:_test:285 - Total test time: 0.12405241886153817 <= std_test_time: 0, seek_test_time: 0, proj_test_time: 0.014623676892369986, model_test_time: 0.10942874196916819
2022-09-07 19:05:08.542 | DEBUG | __main__:_test:283 - AUC: 0.45472304
2022-09-07 19:05:08.542 | INFO | __main__:_test:285 - Total test time: 0.11227352498099208 <= std_test_time: 0, seek_test_time: 0, proj_test_time: 0.017670992994681, model_test_time: 0.09460253198631108
2022-09-07 19:05:08.663 | DEBUG | __main__:_test:283 - AUC: 0.45472304
2022-09-07 19:05:08.663 | INFO | __main__:_test:285 - Total test time: 0.1025766828097403 <= std_test_time: 0, seek_test_time: 0, proj_test_time: 0.01268609194085002, model_test_time: 0.08989059086889029
2022-09-07 19:05:08.801 | DEBUG | __main__:_test:283 - AUC: 0.45472304
2022-09-07 19:05:08.801 | INFO | __main__:_test:285 - Total test time: 0.11723810620605946 <= std_test_time: 0, seek_test_time: 0, proj_test_time: 0.012093464378267527, model_test_time: 0.10514464182779193
2022-09-07 19:05:08.952 | DEBUG | __main__:_test:283 - AUC: 0.45472304
2022-09-07 19:05:08.952 | INFO | __main__:_test:285 - Total test time: 0.13597271218895912 <= std_test_time: 0, seek_test_time: 0, proj_test_time: 0.015684490092098713, model_test_time: 0.12028822209686041
2022-09-07 19:05:09.084 | DEBUG | __main__:_test:283 - AUC: 0.45472304
2022-09-07 19:05:09.084 | INFO | __main__:_test:285 - Total test time: 0.11506273015402257 <= std_test_time: 0, seek_test_time: 0, proj_test_time: 0.010441486025229096, model_test_time: 0.10462124412879348
2022-09-07 19:05:09.208 | DEBUG | __main__:_test:283 - AUC: 0.45472304
2022-09-07 19:05:09.209 | INFO | __main__:_test:285 - Total test time: 0.10736325290054083 <= std_test_time: 0, seek_test_time: 0, proj_test_time: 0.014087650924921036, model_test_time: 0.09327560197561979
2022-09-07 19:05:09.336 | DEBUG | __main__:_test:283 - AUC: 0.45472304
2022-09-07 19:05:09.336 | INFO | __main__:_test:285 - Total test time: 0.10833304817788303 <= std_test_time: 0, seek_test_time: 0, proj_test_time: 0.010934169171378016, model_test_time: 0.09739887900650501
2022-09-07 19:05:09.458 | DEBUG | __main__:_test:283 - AUC: 0.45472304
2022-09-07 19:05:09.458 | INFO | __main__:_test:285 - Total test time: 0.10644107754342258 <= std_test_time: 0, seek_test_time: 0, proj_test_time: 0.011306089581921697, model_test_time: 0.09513498796150088
2022-09-07 19:05:09.576 | DEBUG | __main__:_test:283 - AUC: 0.45472304
2022-09-07 19:05:09.577 | INFO | __main__:_test:285 - Total test time: 0.1031446773558855 <= std_test_time: 0, seek_test_time: 0, proj_test_time: 0.010384632274508476, model_test_time: 0.09276004508137703
2022-09-07 19:05:09.697 | DEBUG | __main__:_test:283 - AUC: 0.45472304
2022-09-07 19:05:09.697 | INFO | __main__:_test:285 - Total test time: 0.09976147790439427 <= std_test_time: 0, seek_test_time: 0, proj_test_time: 0.011371021857485175, model_test_time: 0.0883904560469091
2022-09-07 19:05:09.815 | DEBUG | __main__:_test:283 - AUC: 0.45472304
2022-09-07 19:05:09.816 | INFO | __main__:_test:285 - Total test time: 0.10259622731246054 <= std_test_time: 0, seek_test_time: 0, proj_test_time: 0.011189019307494164, model_test_time: 0.09140720800496638
2022-09-07 19:05:09.954 | DEBUG | __main__:_test:283 - AUC: 0.45472304
2022-09-07 19:05:09.954 | INFO | __main__:_test:285 - Total test time: 0.12123992713168263 <= std_test_time: 0, seek_test_time: 0, proj_test_time: 0.017413232009857893, model_test_time: 0.10382669512182474
2022-09-07 19:05:10.074 | DEBUG | __main__:_test:283 - AUC: 0.45472304
2022-09-07 19:05:10.074 | INFO | __main__:_test:285 - Total test time: 0.10475418041460216 <= std_test_time: 0, seek_test_time: 0, proj_test_time: 0.011341616278514266, model_test_time: 0.0934125641360879
2022-09-07 19:05:10.198 | DEBUG | __main__:_test:283 - AUC: 0.45472304
2022-09-07 19:05:10.198 | INFO | __main__:_test:285 - Total test time: 0.10760265635326505 <= std_test_time: 0, seek_test_time: 0, proj_test_time: 0.015947793144732714, model_test_time: 0.09165486320853233
2022-09-07 19:05:10.316 | DEBUG | __main__:_test:283 - AUC: 0.45472304
2022-09-07 19:05:10.316 | INFO | __main__:_test:285 - Total test time: 0.10296675120480359 <= std_test_time: 0, seek_test_time: 0, proj_test_time: 0.0110253372695297, model_test_time: 0.09194141393527389
2022-09-07 19:05:10.451 | DEBUG | __main__:_test:283 - AUC: 0.45472304
2022-09-07 19:05:10.451 | INFO | __main__:_test:285 - Total test time: 0.11631707800552249 <= std_test_time: 0, seek_test_time: 0, proj_test_time: 0.012580910930410028, model_test_time: 0.10373616707511246
2022-09-07 19:05:10.597 | DEBUG | __main__:_test:283 - AUC: 0.45472304
2022-09-07 19:05:10.598 | INFO | __main__:_test:285 - Total test time: 0.12883875286206603 <= std_test_time: 0, seek_test_time: 0, proj_test_time: 0.02099454402923584, model_test_time: 0.10784420883283019
2022-09-07 19:05:10.738 | DEBUG | __main__:_test:283 - AUC: 0.45472304
2022-09-07 19:05:10.738 | INFO | __main__:_test:285 - Total test time: 0.12018790189176798 <= std_test_time: 0, seek_test_time: 0, proj_test_time: 0.012360078981146216, model_test_time: 0.10782782291062176
2022-09-07 19:05:10.863 | DEBUG | __main__:_test:283 - AUC: 0.45472304
2022-09-07 19:05:10.863 | INFO | __main__:_test:285 - Total test time: 0.10548376035876572 <= std_test_time: 0, seek_test_time: 0, proj_test_time: 0.010811781277880073, model_test_time: 0.09467197908088565
2022-09-07 19:05:10.986 | DEBUG | __main__:_test:283 - AUC: 0.45472304
2022-09-07 19:05:10.986 | INFO | __main__:_test:285 - Total test time: 0.10470865061506629 <= std_test_time: 0, seek_test_time: 0, proj_test_time: 0.011691750027239323, model_test_time: 0.09301690058782697
2022-09-07 19:05:11.128 | DEBUG | __main__:_test:283 - AUC: 0.45472304
2022-09-07 19:05:11.128 | INFO | __main__:_test:285 - Total test time: 0.12421774095855653 <= std_test_time: 0, seek_test_time: 0, proj_test_time: 0.012155211996287107, model_test_time: 0.11206252896226943
2022-09-07 19:05:11.310 | DEBUG | __main__:_test:283 - AUC: 0.45472304
2022-09-07 19:05:11.310 | INFO | __main__:_test:285 - Total test time: 0.15833863685838878 <= std_test_time: 0, seek_test_time: 0, proj_test_time: 0.011823650915175676, model_test_time: 0.1465149859432131
2022-09-07 19:05:11.461 | DEBUG | __main__:_test:283 - AUC: 0.45472304
2022-09-07 19:05:11.461 | INFO | __main__:_test:285 - Total test time: 0.12735809804871678 <= std_test_time: 0, seek_test_time: 0, proj_test_time: 0.012064645998179913, model_test_time: 0.11529345205053687
2022-09-07 19:05:11.609 | DEBUG | __main__:_test:283 - AUC: 0.45472304
2022-09-07 19:05:11.609 | INFO | __main__:_test:285 - Total test time: 0.13168633496388793 <= std_test_time: 0, seek_test_time: 0, proj_test_time: 0.01645385893061757, model_test_time: 0.11523247603327036
2022-09-07 19:05:11.728 | DEBUG | __main__:_test:283 - AUC: 0.45472304
2022-09-07 19:05:11.728 | INFO | __main__:_test:285 - Total test time: 0.10323170199990273 <= std_test_time: 0, seek_test_time: 0, proj_test_time: 0.010930253891274333, model_test_time: 0.09230144810862839
2022-09-07 19:05:11.875 | DEBUG | __main__:_test:283 - AUC: 0.45472304
2022-09-07 19:05:11.876 | INFO | __main__:_test:285 - Total test time: 0.12557022576220334 <= std_test_time: 0, seek_test_time: 0, proj_test_time: 0.010913848876953125, model_test_time: 0.11465637688525021
2022-09-07 19:05:12.028 | DEBUG | __main__:_test:283 - AUC: 0.45472304
2022-09-07 19:05:12.028 | INFO | __main__:_test:285 - Total test time: 0.12983101210556924 <= std_test_time: 0, seek_test_time: 0, proj_test_time: 0.013366847299039364, model_test_time: 0.11646416480652988
2022-09-07 19:05:12.197 | DEBUG | __main__:_test:283 - AUC: 0.45472304
2022-09-07 19:05:12.198 | INFO | __main__:_test:285 - Total test time: 0.14573138300329447 <= std_test_time: 0, seek_test_time: 0, proj_test_time: 0.017883223947137594, model_test_time: 0.12784815905615687
2022-09-07 19:05:12.363 | DEBUG | __main__:_test:283 - AUC: 0.45472304
2022-09-07 19:05:12.364 | INFO | __main__:_test:285 - Total test time: 0.13750091288238764 <= std_test_time: 0, seek_test_time: 0, proj_test_time: 0.017376031959429383, model_test_time: 0.12012488092295825
2022-09-07 19:05:12.521 | DEBUG | __main__:_test:283 - AUC: 0.45472304
2022-09-07 19:05:12.521 | INFO | __main__:_test:285 - Total test time: 0.1384389663580805 <= std_test_time: 0, seek_test_time: 0, proj_test_time: 0.029612442245706916, model_test_time: 0.10882652411237359
2022-09-07 19:05:12.640 | DEBUG | __main__:_test:283 - AUC: 0.45472304
2022-09-07 19:05:12.640 | INFO | __main__:_test:285 - Total test time: 0.10388245014473796 <= std_test_time: 0, seek_test_time: 0, proj_test_time: 0.013331998139619827, model_test_time: 0.09055045200511813
2022-09-07 19:05:12.763 | DEBUG | __main__:_test:283 - AUC: 0.45472304
2022-09-07 19:05:12.763 | INFO | __main__:_test:285 - Total test time: 0.10405116621404886 <= std_test_time: 0, seek_test_time: 0, proj_test_time: 0.012445918284356594, model_test_time: 0.09160524792969227
2022-09-07 19:05:13.012 | DEBUG | __main__:_test:283 - AUC: 0.45472304
2022-09-07 19:05:13.014 | INFO | __main__:_test:285 - Total test time: 0.22693868586793542 <= std_test_time: 0, seek_test_time: 0, proj_test_time: 0.02523630205541849, model_test_time: 0.20170238381251693
2022-09-07 19:05:13.237 | DEBUG | __main__:_test:283 - AUC: 0.45472304
2022-09-07 19:05:13.238 | INFO | __main__:_test:285 - Total test time: 0.19766844413243234 <= std_test_time: 0, seek_test_time: 0, proj_test_time: 0.020314620109274983, model_test_time: 0.17735382402315736
2022-09-07 19:05:13.618 | DEBUG | __main__:_test:283 - AUC: 0.45472304
2022-09-07 19:05:13.619 | INFO | __main__:_test:285 - Total test time: 0.3251557827461511 <= std_test_time: 0, seek_test_time: 0, proj_test_time: 0.07738688588142395, model_test_time: 0.24776889686472714
2022-09-07 19:05:13.886 | DEBUG | __main__:_test:283 - AUC: 0.45472304
2022-09-07 19:05:13.886 | INFO | __main__:_test:285 - Total test time: 0.2331652247812599 <= std_test_time: 0, seek_test_time: 0, proj_test_time: 0.035264909733086824, model_test_time: 0.19790031504817307
2022-09-07 19:05:14.124 | DEBUG | __main__:_test:283 - AUC: 0.45472304
2022-09-07 19:05:14.124 | INFO | __main__:_test:285 - Total test time: 0.21474497695453465 <= std_test_time: 0, seek_test_time: 0, proj_test_time: 0.03883746196515858, model_test_time: 0.17590751498937607
2022-09-07 19:05:14.270 | DEBUG | __main__:_test:283 - AUC: 0.45472304
2022-09-07 19:05:14.270 | INFO | __main__:_test:285 - Total test time: 0.1270538973622024 <= std_test_time: 0, seek_test_time: 0, proj_test_time: 0.017698574345558882, model_test_time: 0.10935532301664352
2022-09-07 19:05:14.396 | DEBUG | __main__:_test:283 - AUC: 0.45472304
2022-09-07 19:05:14.396 | INFO | __main__:_test:285 - Total test time: 0.10777250491082668 <= std_test_time: 0, seek_test_time: 0, proj_test_time: 0.01549107301980257, model_test_time: 0.09228143189102411
2022-09-07 19:05:14.625 | DEBUG | __main__:_test:283 - AUC: 0.45472304
2022-09-07 19:05:14.625 | INFO | __main__:_test:285 - Total test time: 0.191228968789801 <= std_test_time: 0, seek_test_time: 0, proj_test_time: 0.016629142919555306, model_test_time: 0.1745998258702457
2022-09-07 19:05:14.813 | DEBUG | __main__:_test:283 - AUC: 0.45472304
2022-09-07 19:05:14.813 | INFO | __main__:_test:285 - Total test time: 0.16720224195159972 <= std_test_time: 0, seek_test_time: 0, proj_test_time: 0.02306673303246498, model_test_time: 0.14413550891913474
2022-09-07 19:05:15.035 | DEBUG | __main__:_test:283 - AUC: 0.45472304
2022-09-07 19:05:15.035 | INFO | __main__:_test:285 - Total test time: 0.19275684701278806 <= std_test_time: 0, seek_test_time: 0, proj_test_time: 0.015503773000091314, model_test_time: 0.17725307401269674
2022-09-07 19:05:15.182 | DEBUG | __main__:_test:283 - AUC: 0.45472304
2022-09-07 19:05:15.182 | INFO | __main__:_test:285 - Total test time: 0.13001876883208752 <= std_test_time: 0, seek_test_time: 0, proj_test_time: 0.021843353984877467, model_test_time: 0.10817541484721005
2022-09-07 19:05:15.185 | DEBUG | __main__:_evaluate:319 - test_res: {'test_time': 0.15413372420240193, 'test_auc': 0.45472304, 'times': [0.3973585506901145, 0.1839096809271723, 0.1809846239630133, 0.17573594371788204, 0.4495269067119807, 0.1909272198099643, 0.21274428581818938, 0.30749877798371017, 0.23948235623538494, 0.270199416205287, 0.22336611105129123, 0.23027150216512382, 0.23722306289710104, 0.23462697607465088, 0.15112522314302623, 0.14392742700874805, 0.1435551019385457, 0.14983377954922616, 0.11484709708020091, 0.1408534338697791, 0.1400470226071775, 0.16553254099562764, 0.14961674134247005, 0.1421026128809899, 0.13890699273906648, 0.12998444912955165, 0.3001214750111103, 0.19057999295182526, 0.15087224217131734, 0.14257733221165836, 0.15888665593229234, 0.17414133669808507, 0.15330263203941286, 0.15099343238398433, 0.13826346094720066, 0.12392871221527457, 0.12955443561077118, 0.12557155033573508, 0.1202633127104491, 0.1365882179234177, 0.12337346794083714, 0.15811012010090053, 0.13772887992672622, 0.1194219442550093, 0.11251190421171486, 0.11848515085875988, 0.1204435876570642, 0.12365471990779042, 0.11078924918547273, 0.13045670301653445, 0.1273566330783069, 0.11192207830026746, 0.12439247500151396, 0.11903740395791829, 0.12860949197784066, 0.11678541731089354, 0.12405241886153817, 0.11227352498099208, 0.1025766828097403, 0.11723810620605946, 0.13597271218895912, 0.11506273015402257, 0.10736325290054083, 0.10833304817788303, 0.10644107754342258, 0.1031446773558855, 0.09976147790439427, 0.10259622731246054, 0.12123992713168263, 0.10475418041460216, 0.10760265635326505, 0.10296675120480359, 0.11631707800552249, 0.12883875286206603, 0.12018790189176798, 0.10548376035876572, 0.10470865061506629, 0.12421774095855653, 0.15833863685838878, 0.12735809804871678, 0.13168633496388793, 0.10323170199990273, 0.12557022576220334, 0.12983101210556924, 0.14573138300329447, 0.13750091288238764, 0.1384389663580805, 0.10388245014473796, 0.10405116621404886, 0.22693868586793542, 0.19766844413243234, 0.3251557827461511, 0.2331652247812599, 0.21474497695453465, 0.1270538973622024, 0.10777250491082668, 0.191228968789801, 0.16720224195159972, 0.19275684701278806, 0.13001876883208752], 'aucs': [0.45472304, 0.45472304, 0.45472304, 0.45472304, 0.45472304, 0.45472304, 0.45472304, 0.45472304, 0.45472304, 0.45472304, 0.45472304, 0.45472304, 0.45472304, 0.45472304, 0.45472304, 0.45472304, 0.45472304, 0.45472304, 0.45472304, 0.45472304, 0.45472304, 0.45472304, 0.45472304, 0.45472304, 0.45472304, 0.45472304, 0.45472304, 0.45472304, 0.45472304, 0.45472304, 0.45472304, 0.45472304, 0.45472304, 0.45472304, 0.45472304, 0.45472304, 0.45472304, 0.45472304, 0.45472304, 0.45472304, 0.45472304, 0.45472304, 0.45472304, 0.45472304, 0.45472304, 0.45472304, 0.45472304, 0.45472304, 0.45472304, 0.45472304, 0.45472304, 0.45472304, 0.45472304, 0.45472304, 0.45472304, 0.45472304, 0.45472304, 0.45472304, 0.45472304, 0.45472304, 0.45472304, 0.45472304, 0.45472304, 0.45472304, 0.45472304, 0.45472304, 0.45472304, 0.45472304, 0.45472304, 0.45472304, 0.45472304, 0.45472304, 0.45472304, 0.45472304, 0.45472304, 0.45472304, 0.45472304, 0.45472304, 0.45472304, 0.45472304, 0.45472304, 0.45472304, 0.45472304, 0.45472304, 0.45472304, 0.45472304, 0.45472304, 0.45472304, 0.45472304, 0.45472304, 0.45472304, 0.45472304, 0.45472304, 0.45472304, 0.45472304, 0.45472304, 0.45472304, 0.45472304, 0.45472304, 0.45472304], 'test_shape': (5000, 23), 'y': Counter({0: 2500, 1: 2500}), 'X_test': array([[ 0.11, 74. , 0. , ..., 0. , 0. , 0. ],
[ 0.13, 74. , 0. , ..., 0. , 0. , 0. ],
[ 0.11, 74. , 0. , ..., 0. , 0. , 0. ],
...,
[ 1. , 74. , 2.08, ..., 0. , 0. , 0. ],
[ 0.02, 74. , 0.02, ..., 0. , 0. , 0. ],
[ 1. , 74. , 2.08, ..., 0. , 0. , 0. ]]), 'y_test': array([0, 0, 0, ..., 1, 1, 1])}
2022-09-07 19:05:15.185 | DEBUG | __main__:_evaluate:293 - n_test_repeats: 100, is_parallel: False
2022-09-07 19:05:15.310 | DEBUG | __main__:_test:283 - AUC: 0.45607215999999995
2022-09-07 19:05:15.310 | INFO | __main__:_test:285 - Total test time: 0.10998184070922434 <= std_test_time: 0, seek_test_time: 0, proj_test_time: 0.013323170831426978, model_test_time: 0.09665866987779737
2022-09-07 19:05:15.464 | DEBUG | __main__:_test:283 - AUC: 0.45607215999999995
2022-09-07 19:05:15.464 | INFO | __main__:_test:285 - Total test time: 0.13653805968351662 <= std_test_time: 0, seek_test_time: 0, proj_test_time: 0.013227291870862246, model_test_time: 0.12331076781265438
2022-09-07 19:05:15.689 | DEBUG | __main__:_test:283 - AUC: 0.45607215999999995
2022-09-07 19:05:15.690 | INFO | __main__:_test:285 - Total test time: 0.19540379522368312 <= std_test_time: 0, seek_test_time: 0, proj_test_time: 0.013483212096616626, model_test_time: 0.1819205831270665
2022-09-07 19:05:16.026 | DEBUG | __main__:_test:283 - AUC: 0.45607215999999995
2022-09-07 19:05:16.026 | INFO | __main__:_test:285 - Total test time: 0.3015348392073065 <= std_test_time: 0, seek_test_time: 0, proj_test_time: 0.017622402170673013, model_test_time: 0.2839124370366335
2022-09-07 19:05:16.184 | DEBUG | __main__:_test:283 - AUC: 0.45607215999999995
2022-09-07 19:05:16.184 | INFO | __main__:_test:285 - Total test time: 0.13186827721074224 <= std_test_time: 0, seek_test_time: 0, proj_test_time: 0.016923125134781003, model_test_time: 0.11494515207596123
2022-09-07 19:05:16.723 | DEBUG | __main__:_test:283 - AUC: 0.45607215999999995
2022-09-07 19:05:16.724 | INFO | __main__:_test:285 - Total test time: 0.509307281812653 <= std_test_time: 0, seek_test_time: 0, proj_test_time: 0.019390643807128072, model_test_time: 0.4899166380055249
2022-09-07 19:05:17.050 | DEBUG | __main__:_test:283 - AUC: 0.45607215999999995
2022-09-07 19:05:17.050 | INFO | __main__:_test:285 - Total test time: 0.3018086748197675 <= std_test_time: 0, seek_test_time: 0, proj_test_time: 0.05023355479352176, model_test_time: 0.2515751200262457
2022-09-07 19:05:17.472 | DEBUG | __main__:_test:283 - AUC: 0.45607215999999995
2022-09-07 19:05:17.473 | INFO | __main__:_test:285 - Total test time: 0.39608185016550124 <= std_test_time: 0, seek_test_time: 0, proj_test_time: 0.06379267922602594, model_test_time: 0.3322891709394753
2022-09-07 19:05:17.683 | DEBUG | __main__:_test:283 - AUC: 0.45607215999999995
2022-09-07 19:05:17.683 | INFO | __main__:_test:285 - Total test time: 0.1834866381250322 <= std_test_time: 0, seek_test_time: 0, proj_test_time: 0.023464102996513247, model_test_time: 0.16002253512851894
2022-09-07 19:05:17.896 | DEBUG | __main__:_test:283 - AUC: 0.45607215999999995
2022-09-07 19:05:17.896 | INFO | __main__:_test:285 - Total test time: 0.1901474902406335 <= std_test_time: 0, seek_test_time: 0, proj_test_time: 0.030030927155166864, model_test_time: 0.16011656308546662
2022-09-07 19:05:18.053 | DEBUG | __main__:_test:283 - AUC: 0.45607215999999995
2022-09-07 19:05:18.053 | INFO | __main__:_test:285 - Total test time: 0.13567207613959908 <= std_test_time: 0, seek_test_time: 0, proj_test_time: 0.021813335129991174, model_test_time: 0.11385874100960791
2022-09-07 19:05:18.249 | DEBUG | __main__:_test:283 - AUC: 0.45607215999999995
2022-09-07 19:05:18.249 | INFO | __main__:_test:285 - Total test time: 0.1728334161452949 <= std_test_time: 0, seek_test_time: 0, proj_test_time: 0.02033294620923698, model_test_time: 0.15250046993605793
2022-09-07 19:05:18.453 | DEBUG | __main__:_test:283 - AUC: 0.45607215999999995
2022-09-07 19:05:18.453 | INFO | __main__:_test:285 - Total test time: 0.18276865896768868 <= std_test_time: 0, seek_test_time: 0, proj_test_time: 0.02045293292030692, model_test_time: 0.16231572604738176
2022-09-07 19:05:18.587 | DEBUG | __main__:_test:283 - AUC: 0.45607215999999995
2022-09-07 19:05:18.588 | INFO | __main__:_test:285 - Total test time: 0.11886055511422455 <= std_test_time: 0, seek_test_time: 0, proj_test_time: 0.01811576192267239, model_test_time: 0.10074479319155216
2022-09-07 19:05:18.711 | DEBUG | __main__:_test:283 - AUC: 0.45607215999999995
2022-09-07 19:05:18.711 | INFO | __main__:_test:285 - Total test time: 0.10831271088682115 <= std_test_time: 0, seek_test_time: 0, proj_test_time: 0.012068531010299921, model_test_time: 0.09624417987652123
2022-09-07 19:05:18.831 | DEBUG | __main__:_test:283 - AUC: 0.45607215999999995
2022-09-07 19:05:18.831 | INFO | __main__:_test:285 - Total test time: 0.10364224202930927 <= std_test_time: 0, seek_test_time: 0, proj_test_time: 0.012120693922042847, model_test_time: 0.09152154810726643
2022-09-07 19:05:18.963 | DEBUG | __main__:_test:283 - AUC: 0.45607215999999995
2022-09-07 19:05:18.964 | INFO | __main__:_test:285 - Total test time: 0.11696876189671457 <= std_test_time: 0, seek_test_time: 0, proj_test_time: 0.012170754838734865, model_test_time: 0.1047980070579797
2022-09-07 19:05:19.083 | DEBUG | __main__:_test:283 - AUC: 0.45607215999999995
2022-09-07 19:05:19.084 | INFO | __main__:_test:285 - Total test time: 0.10406207502819598 <= std_test_time: 0, seek_test_time: 0, proj_test_time: 0.011624770238995552, model_test_time: 0.09243730478920043
2022-09-07 19:05:19.211 | DEBUG | __main__:_test:283 - AUC: 0.45607215999999995
2022-09-07 19:05:19.212 | INFO | __main__:_test:285 - Total test time: 0.10786635731346905 <= std_test_time: 0, seek_test_time: 0, proj_test_time: 0.015442628180608153, model_test_time: 0.0924237291328609
2022-09-07 19:05:19.418 | DEBUG | __main__:_test:283 - AUC: 0.45607215999999995
2022-09-07 19:05:19.418 | INFO | __main__:_test:285 - Total test time: 0.18657525023445487 <= std_test_time: 0, seek_test_time: 0, proj_test_time: 0.01321411319077015, model_test_time: 0.17336113704368472
2022-09-07 19:05:19.557 | DEBUG | __main__:_test:283 - AUC: 0.45607215999999995
2022-09-07 19:05:19.557 | INFO | __main__:_test:285 - Total test time: 0.12196554080583155 <= std_test_time: 0, seek_test_time: 0, proj_test_time: 0.02561818389222026, model_test_time: 0.09634735691361129
2022-09-07 19:05:19.681 | DEBUG | __main__:_test:283 - AUC: 0.45607215999999995
2022-09-07 19:05:19.681 | INFO | __main__:_test:285 - Total test time: 0.10827455692924559 <= std_test_time: 0, seek_test_time: 0, proj_test_time: 0.013097868068143725, model_test_time: 0.09517668886110187
2022-09-07 19:05:19.809 | DEBUG | __main__:_test:283 - AUC: 0.45607215999999995
2022-09-07 19:05:19.810 | INFO | __main__:_test:285 - Total test time: 0.1095154001377523 <= std_test_time: 0, seek_test_time: 0, proj_test_time: 0.018567621940746903, model_test_time: 0.09094777819700539
2022-09-07 19:05:19.985 | DEBUG | __main__:_test:283 - AUC: 0.45607215999999995
2022-09-07 19:05:19.985 | INFO | __main__:_test:285 - Total test time: 0.15823984192684293 <= std_test_time: 0, seek_test_time: 0, proj_test_time: 0.015683642122894526, model_test_time: 0.1425561998039484
2022-09-07 19:05:20.116 | DEBUG | __main__:_test:283 - AUC: 0.45607215999999995
2022-09-07 19:05:20.116 | INFO | __main__:_test:285 - Total test time: 0.11459250980988145 <= std_test_time: 0, seek_test_time: 0, proj_test_time: 0.013534861849620938, model_test_time: 0.10105764796026051
2022-09-07 19:05:20.240 | DEBUG | __main__:_test:283 - AUC: 0.45607215999999995
2022-09-07 19:05:20.241 | INFO | __main__:_test:285 - Total test time: 0.10600436199456453 <= std_test_time: 0, seek_test_time: 0, proj_test_time: 0.013919173972681165, model_test_time: 0.09208518802188337
2022-09-07 19:05:20.388 | DEBUG | __main__:_test:283 - AUC: 0.45607215999999995
2022-09-07 19:05:20.388 | INFO | __main__:_test:285 - Total test time: 0.12551612011156976 <= std_test_time: 0, seek_test_time: 0, proj_test_time: 0.014868075959384441, model_test_time: 0.11064804415218532
2022-09-07 19:05:20.532 | DEBUG | __main__:_test:283 - AUC: 0.45607215999999995
2022-09-07 19:05:20.533 | INFO | __main__:_test:285 - Total test time: 0.12137831118889153 <= std_test_time: 0, seek_test_time: 0, proj_test_time: 0.014986210968345404, model_test_time: 0.10639210022054613
2022-09-07 19:05:20.695 | DEBUG | __main__:_test:283 - AUC: 0.45607215999999995
2022-09-07 19:05:20.696 | INFO | __main__:_test:285 - Total test time: 0.14433584501966834 <= std_test_time: 0, seek_test_time: 0, proj_test_time: 0.02001497894525528, model_test_time: 0.12432086607441306
2022-09-07 19:05:20.839 | DEBUG | __main__:_test:283 - AUC: 0.45607215999999995
2022-09-07 19:05:20.839 | INFO | __main__:_test:285 - Total test time: 0.12576295109465718 <= std_test_time: 0, seek_test_time: 0, proj_test_time: 0.015754088992252946, model_test_time: 0.11000886210240424
2022-09-07 19:05:20.985 | DEBUG | __main__:_test:283 - AUC: 0.45607215999999995
2022-09-07 19:05:20.985 | INFO | __main__:_test:285 - Total test time: 0.12893123971298337 <= std_test_time: 0, seek_test_time: 0, proj_test_time: 0.015380147844552994, model_test_time: 0.11355109186843038
2022-09-07 19:05:21.134 | DEBUG | __main__:_test:283 - AUC: 0.45607215999999995
2022-09-07 19:05:21.135 | INFO | __main__:_test:285 - Total test time: 0.12987194419838488 <= std_test_time: 0, seek_test_time: 0, proj_test_time: 0.015404839999973774, model_test_time: 0.11446710419841111
2022-09-07 19:05:21.272 | DEBUG | __main__:_test:283 - AUC: 0.45607215999999995
2022-09-07 19:05:21.272 | INFO | __main__:_test:285 - Total test time: 0.12025297223590314 <= std_test_time: 0, seek_test_time: 0, proj_test_time: 0.015285047236829996, model_test_time: 0.10496792499907315
2022-09-07 19:05:21.410 | DEBUG | __main__:_test:283 - AUC: 0.45607215999999995
2022-09-07 19:05:21.410 | INFO | __main__:_test:285 - Total test time: 0.11821121396496892 <= std_test_time: 0, seek_test_time: 0, proj_test_time: 0.01613145088776946, model_test_time: 0.10207976307719946
2022-09-07 19:05:21.556 | DEBUG | __main__:_test:283 - AUC: 0.45607215999999995
2022-09-07 19:05:21.556 | INFO | __main__:_test:285 - Total test time: 0.12780276779085398 <= std_test_time: 0, seek_test_time: 0, proj_test_time: 0.015833742916584015, model_test_time: 0.11196902487426996
2022-09-07 19:05:21.715 | DEBUG | __main__:_test:283 - AUC: 0.45607215999999995
2022-09-07 19:05:21.715 | INFO | __main__:_test:285 - Total test time: 0.14071583561599255 <= std_test_time: 0, seek_test_time: 0, proj_test_time: 0.01709660142660141, model_test_time: 0.12361923418939114
2022-09-07 19:05:21.861 | DEBUG | __main__:_test:283 - AUC: 0.45607215999999995
2022-09-07 19:05:21.862 | INFO | __main__:_test:285 - Total test time: 0.12834624713286757 <= std_test_time: 0, seek_test_time: 0, proj_test_time: 0.01598481205292046, model_test_time: 0.11236143507994711
2022-09-07 19:05:21.987 | DEBUG | __main__:_test:283 - AUC: 0.45607215999999995
2022-09-07 19:05:21.987 | INFO | __main__:_test:285 - Total test time: 0.10917811887338758 <= std_test_time: 0, seek_test_time: 0, proj_test_time: 0.014111710013821721, model_test_time: 0.09506640885956585
2022-09-07 19:05:22.121 | DEBUG | __main__:_test:283 - AUC: 0.45607215999999995
2022-09-07 19:05:22.122 | INFO | __main__:_test:285 - Total test time: 0.11742141679860651 <= std_test_time: 0, seek_test_time: 0, proj_test_time: 0.013887873850762844, model_test_time: 0.10353354294784367
2022-09-07 19:05:22.246 | DEBUG | __main__:_test:283 - AUC: 0.45607215999999995
2022-09-07 19:05:22.246 | INFO | __main__:_test:285 - Total test time: 0.10759612964466214 <= std_test_time: 0, seek_test_time: 0, proj_test_time: 0.012162214843556285, model_test_time: 0.09543391480110586
2022-09-07 19:05:22.368 | DEBUG | __main__:_test:283 - AUC: 0.45607215999999995
2022-09-07 19:05:22.368 | INFO | __main__:_test:285 - Total test time: 0.10483182594180107 <= std_test_time: 0, seek_test_time: 0, proj_test_time: 0.012177838943898678, model_test_time: 0.0926539869979024
2022-09-07 19:05:22.490 | DEBUG | __main__:_test:283 - AUC: 0.45607215999999995
2022-09-07 19:05:22.490 | INFO | __main__:_test:285 - Total test time: 0.10707709821872413 <= std_test_time: 0, seek_test_time: 0, proj_test_time: 0.016896546352654696, model_test_time: 0.09018055186606944
2022-09-07 19:05:22.606 | DEBUG | __main__:_test:283 - AUC: 0.45607215999999995
2022-09-07 19:05:22.606 | INFO | __main__:_test:285 - Total test time: 0.10115846805274487 <= std_test_time: 0, seek_test_time: 0, proj_test_time: 0.010772788198664784, model_test_time: 0.09038567985408008
2022-09-07 19:05:22.722 | DEBUG | __main__:_test:283 - AUC: 0.45607215999999995
2022-09-07 19:05:22.722 | INFO | __main__:_test:285 - Total test time: 0.09965989785268903 <= std_test_time: 0, seek_test_time: 0, proj_test_time: 0.01061651878990233, model_test_time: 0.0890433790627867
2022-09-07 19:05:22.853 | DEBUG | __main__:_test:283 - AUC: 0.45607215999999995
2022-09-07 19:05:22.853 | INFO | __main__:_test:285 - Total test time: 0.1153345238417387 <= std_test_time: 0, seek_test_time: 0, proj_test_time: 0.010803900891914964, model_test_time: 0.10453062294982374
2022-09-07 19:05:22.982 | DEBUG | __main__:_test:283 - AUC: 0.45607215999999995
2022-09-07 19:05:22.982 | INFO | __main__:_test:285 - Total test time: 0.10995599278248847 <= std_test_time: 0, seek_test_time: 0, proj_test_time: 0.011221339926123619, model_test_time: 0.09873465285636485
2022-09-07 19:05:23.131 | DEBUG | __main__:_test:283 - AUC: 0.45607215999999995
2022-09-07 19:05:23.131 | INFO | __main__:_test:285 - Total test time: 0.13181583117693663 <= std_test_time: 0, seek_test_time: 0, proj_test_time: 0.01336881099268794, model_test_time: 0.11844702018424869
2022-09-07 19:05:23.272 | DEBUG | __main__:_test:283 - AUC: 0.45607215999999995
2022-09-07 19:05:23.272 | INFO | __main__:_test:285 - Total test time: 0.12306973082013428 <= std_test_time: 0, seek_test_time: 0, proj_test_time: 0.013813086785376072, model_test_time: 0.10925664403475821
2022-09-07 19:05:23.417 | DEBUG | __main__:_test:283 - AUC: 0.45607215999999995
2022-09-07 19:05:23.417 | INFO | __main__:_test:285 - Total test time: 0.12199391215108335 <= std_test_time: 0, seek_test_time: 0, proj_test_time: 0.01275490690022707, model_test_time: 0.10923900525085628
2022-09-07 19:05:23.539 | DEBUG | __main__:_test:283 - AUC: 0.45607215999999995
2022-09-07 19:05:23.539 | INFO | __main__:_test:285 - Total test time: 0.10647387430071831 <= std_test_time: 0, seek_test_time: 0, proj_test_time: 0.011116730282083154, model_test_time: 0.09535714401863515
2022-09-07 19:05:23.692 | DEBUG | __main__:_test:283 - AUC: 0.45607215999999995
2022-09-07 19:05:23.693 | INFO | __main__:_test:285 - Total test time: 0.13086956460028887 <= std_test_time: 0, seek_test_time: 0, proj_test_time: 0.012427035951986909, model_test_time: 0.11844252864830196
2022-09-07 19:05:23.841 | DEBUG | __main__:_test:283 - AUC: 0.45607215999999995
2022-09-07 19:05:23.841 | INFO | __main__:_test:285 - Total test time: 0.13225875981152058 <= std_test_time: 0, seek_test_time: 0, proj_test_time: 0.014374603750184178, model_test_time: 0.1178841560613364
2022-09-07 19:05:23.973 | DEBUG | __main__:_test:283 - AUC: 0.45607215999999995
2022-09-07 19:05:23.973 | INFO | __main__:_test:285 - Total test time: 0.11528512020595372 <= std_test_time: 0, seek_test_time: 0, proj_test_time: 0.010608239099383354, model_test_time: 0.10467688110657036
2022-09-07 19:05:24.123 | DEBUG | __main__:_test:283 - AUC: 0.45607215999999995
2022-09-07 19:05:24.124 | INFO | __main__:_test:285 - Total test time: 0.13063422916457057 <= std_test_time: 0, seek_test_time: 0, proj_test_time: 0.010361317079514265, model_test_time: 0.1202729120850563
2022-09-07 19:05:24.257 | DEBUG | __main__:_test:283 - AUC: 0.45607215999999995
2022-09-07 19:05:24.258 | INFO | __main__:_test:285 - Total test time: 0.1153299966827035 <= std_test_time: 0, seek_test_time: 0, proj_test_time: 0.012363660847768188, model_test_time: 0.10296633583493531
2022-09-07 19:05:24.399 | DEBUG | __main__:_test:283 - AUC: 0.45607215999999995
2022-09-07 19:05:24.399 | INFO | __main__:_test:285 - Total test time: 0.120897346874699 <= std_test_time: 0, seek_test_time: 0, proj_test_time: 0.017518987879157066, model_test_time: 0.10337835899554193
2022-09-07 19:05:24.530 | DEBUG | __main__:_test:283 - AUC: 0.45607215999999995
2022-09-07 19:05:24.531 | INFO | __main__:_test:285 - Total test time: 0.11237286450341344 <= std_test_time: 0, seek_test_time: 0, proj_test_time: 0.013031509704887867, model_test_time: 0.09934135479852557
2022-09-07 19:05:24.687 | DEBUG | __main__:_test:283 - AUC: 0.45607215999999995
2022-09-07 19:05:24.687 | INFO | __main__:_test:285 - Total test time: 0.1346065409015864 <= std_test_time: 0, seek_test_time: 0, proj_test_time: 0.013891587732359767, model_test_time: 0.12071495316922665
2022-09-07 19:05:24.844 | DEBUG | __main__:_test:283 - AUC: 0.45607215999999995
2022-09-07 19:05:24.844 | INFO | __main__:_test:285 - Total test time: 0.13764412887394428 <= std_test_time: 0, seek_test_time: 0, proj_test_time: 0.01502575003542006, model_test_time: 0.12261837883852422
2022-09-07 19:05:25.009 | DEBUG | __main__:_test:283 - AUC: 0.45607215999999995
2022-09-07 19:05:25.009 | INFO | __main__:_test:285 - Total test time: 0.1434974072035402 <= std_test_time: 0, seek_test_time: 0, proj_test_time: 0.018082031048834324, model_test_time: 0.12541537615470588
2022-09-07 19:05:25.181 | DEBUG | __main__:_test:283 - AUC: 0.45607215999999995
2022-09-07 19:05:25.181 | INFO | __main__:_test:285 - Total test time: 0.15225223498418927 <= std_test_time: 0, seek_test_time: 0, proj_test_time: 0.0175743589643389, model_test_time: 0.13467787601985037
2022-09-07 19:05:25.333 | DEBUG | __main__:_test:283 - AUC: 0.45607215999999995
2022-09-07 19:05:25.333 | INFO | __main__:_test:285 - Total test time: 0.13423118088394403 <= std_test_time: 0, seek_test_time: 0, proj_test_time: 0.014980993000790477, model_test_time: 0.11925018788315356
2022-09-07 19:05:25.481 | DEBUG | __main__:_test:283 - AUC: 0.45607215999999995
2022-09-07 19:05:25.481 | INFO | __main__:_test:285 - Total test time: 0.12969966186210513 <= std_test_time: 0, seek_test_time: 0, proj_test_time: 0.01500111585482955, model_test_time: 0.11469854600727558
2022-09-07 19:05:25.617 | DEBUG | __main__:_test:283 - AUC: 0.45607215999999995
2022-09-07 19:05:25.617 | INFO | __main__:_test:285 - Total test time: 0.11762495618313551 <= std_test_time: 0, seek_test_time: 0, proj_test_time: 0.015393191250041127, model_test_time: 0.10223176493309438
2022-09-07 19:05:25.760 | DEBUG | __main__:_test:283 - AUC: 0.45607215999999995
2022-09-07 19:05:25.761 | INFO | __main__:_test:285 - Total test time: 0.12388122780248523 <= std_test_time: 0, seek_test_time: 0, proj_test_time: 0.01300981966778636, model_test_time: 0.11087140813469887
2022-09-07 19:05:25.902 | DEBUG | __main__:_test:283 - AUC: 0.45607215999999995
2022-09-07 19:05:25.902 | INFO | __main__:_test:285 - Total test time: 0.12243117205798626 <= std_test_time: 0, seek_test_time: 0, proj_test_time: 0.016005222918465734, model_test_time: 0.10642594913952053
2022-09-07 19:05:26.031 | DEBUG | __main__:_test:283 - AUC: 0.45607215999999995
2022-09-07 19:05:26.031 | INFO | __main__:_test:285 - Total test time: 0.1092288049403578 <= std_test_time: 0, seek_test_time: 0, proj_test_time: 0.012622995069250464, model_test_time: 0.09660580987110734
2022-09-07 19:05:26.166 | DEBUG | __main__:_test:283 - AUC: 0.45607215999999995
2022-09-07 19:05:26.166 | INFO | __main__:_test:285 - Total test time: 0.11648941924795508 <= std_test_time: 0, seek_test_time: 0, proj_test_time: 0.013127661077305675, model_test_time: 0.10336175817064941
2022-09-07 19:05:26.328 | DEBUG | __main__:_test:283 - AUC: 0.45607215999999995
2022-09-07 19:05:26.328 | INFO | __main__:_test:285 - Total test time: 0.14060333906672895 <= std_test_time: 0, seek_test_time: 0, proj_test_time: 0.013854520162567496, model_test_time: 0.12674881890416145
2022-09-07 19:05:26.481 | DEBUG | __main__:_test:283 - AUC: 0.45607215999999995
2022-09-07 19:05:26.481 | INFO | __main__:_test:285 - Total test time: 0.132332963636145 <= std_test_time: 0, seek_test_time: 0, proj_test_time: 0.019432611763477325, model_test_time: 0.11290035187266767
2022-09-07 19:05:26.633 | DEBUG | __main__:_test:283 - AUC: 0.45607215999999995
2022-09-07 19:05:26.633 | INFO | __main__:_test:285 - Total test time: 0.13355445209890604 <= std_test_time: 0, seek_test_time: 0, proj_test_time: 0.013134667882695794, model_test_time: 0.12041978421621025
2022-09-07 19:05:26.800 | DEBUG | __main__:_test:283 - AUC: 0.45607215999999995
2022-09-07 19:05:26.801 | INFO | __main__:_test:285 - Total test time: 0.14498155913315713 <= std_test_time: 0, seek_test_time: 0, proj_test_time: 0.01567313401028514, model_test_time: 0.129308425122872
2022-09-07 19:05:26.928 | DEBUG | __main__:_test:283 - AUC: 0.45607215999999995
2022-09-07 19:05:26.928 | INFO | __main__:_test:285 - Total test time: 0.11236653686501086 <= std_test_time: 0, seek_test_time: 0, proj_test_time: 0.016201358987018466, model_test_time: 0.09616517787799239
2022-09-07 19:05:27.042 | DEBUG | __main__:_test:283 - AUC: 0.45607215999999995
2022-09-07 19:05:27.043 | INFO | __main__:_test:285 - Total test time: 0.09857658855617046 <= std_test_time: 0, seek_test_time: 0, proj_test_time: 0.010702808853238821, model_test_time: 0.08787377970293164
2022-09-07 19:05:27.281 | DEBUG | __main__:_test:283 - AUC: 0.45607215999999995
2022-09-07 19:05:27.281 | INFO | __main__:_test:285 - Total test time: 0.21595403389073908 <= std_test_time: 0, seek_test_time: 0, proj_test_time: 0.06432699807919562, model_test_time: 0.15162703581154346
2022-09-07 19:05:27.465 | DEBUG | __main__:_test:283 - AUC: 0.45607215999999995
2022-09-07 19:05:27.465 | INFO | __main__:_test:285 - Total test time: 0.15418341965414584 <= std_test_time: 0, seek_test_time: 0, proj_test_time: 0.017480758717283607, model_test_time: 0.13670266093686223
2022-09-07 19:05:27.721 | DEBUG | __main__:_test:283 - AUC: 0.45607215999999995
2022-09-07 19:05:27.722 | INFO | __main__:_test:285 - Total test time: 0.22936133295297623 <= std_test_time: 0, seek_test_time: 0, proj_test_time: 0.019839633023366332, model_test_time: 0.2095216999296099
2022-09-07 19:05:28.102 | DEBUG | __main__:_test:283 - AUC: 0.45607215999999995
2022-09-07 19:05:28.103 | INFO | __main__:_test:285 - Total test time: 0.32389493519440293 <= std_test_time: 0, seek_test_time: 0, proj_test_time: 0.033497808035463095, model_test_time: 0.29039712715893984
2022-09-07 19:05:28.509 | DEBUG | __main__:_test:283 - AUC: 0.45607215999999995
2022-09-07 19:05:28.509 | INFO | __main__:_test:285 - Total test time: 0.37234914023429155 <= std_test_time: 0, seek_test_time: 0, proj_test_time: 0.0875283651985228, model_test_time: 0.28482077503576875
2022-09-07 19:05:28.839 | DEBUG | __main__:_test:283 - AUC: 0.45607215999999995
2022-09-07 19:05:28.840 | INFO | __main__:_test:285 - Total test time: 0.2993086806964129 <= std_test_time: 0, seek_test_time: 0, proj_test_time: 0.06470756093040109, model_test_time: 0.23460111976601183
2022-09-07 19:05:29.275 | DEBUG | __main__:_test:283 - AUC: 0.45607215999999995
2022-09-07 19:05:29.278 | INFO | __main__:_test:285 - Total test time: 0.3874041512608528 <= std_test_time: 0, seek_test_time: 0, proj_test_time: 0.06626510014757514, model_test_time: 0.3211390511132777
2022-09-07 19:05:29.550 | DEBUG | __main__:_test:283 - AUC: 0.45607215999999995
2022-09-07 19:05:29.550 | INFO | __main__:_test:285 - Total test time: 0.23347526672296226 <= std_test_time: 0, seek_test_time: 0, proj_test_time: 0.03325230092741549, model_test_time: 0.20022296579554677
2022-09-07 19:05:29.801 | DEBUG | __main__:_test:283 - AUC: 0.45607215999999995
2022-09-07 19:05:29.801 | INFO | __main__:_test:285 - Total test time: 0.22578146983869374 <= std_test_time: 0, seek_test_time: 0, proj_test_time: 0.05643599503673613, model_test_time: 0.1693454748019576
2022-09-07 19:05:29.975 | DEBUG | __main__:_test:283 - AUC: 0.45607215999999995
2022-09-07 19:05:29.975 | INFO | __main__:_test:285 - Total test time: 0.15306047978810966 <= std_test_time: 0, seek_test_time: 0, proj_test_time: 0.014940496999770403, model_test_time: 0.13811998278833926
2022-09-07 19:05:30.406 | DEBUG | __main__:_test:283 - AUC: 0.45607215999999995
2022-09-07 19:05:30.406 | INFO | __main__:_test:285 - Total test time: 0.39830852928571403 <= std_test_time: 0, seek_test_time: 0, proj_test_time: 0.21235805633477867, model_test_time: 0.18595047295093536
2022-09-07 19:05:31.091 | DEBUG | __main__:_test:283 - AUC: 0.45607215999999995
2022-09-07 19:05:31.091 | INFO | __main__:_test:285 - Total test time: 0.6070445429068059 <= std_test_time: 0, seek_test_time: 0, proj_test_time: 0.019466705853119493, model_test_time: 0.5875778370536864
2022-09-07 19:05:31.494 | DEBUG | __main__:_test:283 - AUC: 0.45607215999999995
2022-09-07 19:05:31.495 | INFO | __main__:_test:285 - Total test time: 0.3451722913887352 <= std_test_time: 0, seek_test_time: 0, proj_test_time: 0.053065495332702994, model_test_time: 0.2921067960560322
2022-09-07 19:05:31.842 | DEBUG | __main__:_test:283 - AUC: 0.45607215999999995
2022-09-07 19:05:31.843 | INFO | __main__:_test:285 - Total test time: 0.3016204130835831 <= std_test_time: 0, seek_test_time: 0, proj_test_time: 0.04832448484376073, model_test_time: 0.2532959282398224
2022-09-07 19:05:32.128 | DEBUG | __main__:_test:283 - AUC: 0.45607215999999995
2022-09-07 19:05:32.128 | INFO | __main__:_test:285 - Total test time: 0.22707477770745754 <= std_test_time: 0, seek_test_time: 0, proj_test_time: 0.046859342604875565, model_test_time: 0.18021543510258198
2022-09-07 19:05:32.390 | DEBUG | __main__:_test:283 - AUC: 0.45607215999999995
2022-09-07 19:05:32.390 | INFO | __main__:_test:285 - Total test time: 0.22545425407588482 <= std_test_time: 0, seek_test_time: 0, proj_test_time: 0.04478600691072643, model_test_time: 0.1806682471651584
2022-09-07 19:05:32.740 | DEBUG | __main__:_test:283 - AUC: 0.45607215999999995
2022-09-07 19:05:32.741 | INFO | __main__:_test:285 - Total test time: 0.3263933064881712 <= std_test_time: 0, seek_test_time: 0, proj_test_time: 0.04577180068008602, model_test_time: 0.2806215058080852
2022-09-07 19:05:33.037 | DEBUG | __main__:_test:283 - AUC: 0.45607215999999995
2022-09-07 19:05:33.037 | INFO | __main__:_test:285 - Total test time: 0.2739804470911622 <= std_test_time: 0, seek_test_time: 0, proj_test_time: 0.04587450507096946, model_test_time: 0.22810594202019274
2022-09-07 19:05:33.348 | DEBUG | __main__:_test:283 - AUC: 0.45607215999999995
2022-09-07 19:05:33.349 | INFO | __main__:_test:285 - Total test time: 0.2789746623020619 <= std_test_time: 0, seek_test_time: 0, proj_test_time: 0.050313509069383144, model_test_time: 0.22866115323267877
2022-09-07 19:05:33.581 | DEBUG | __main__:_test:283 - AUC: 0.45607215999999995
2022-09-07 19:05:33.581 | INFO | __main__:_test:285 - Total test time: 0.20785884372889996 <= std_test_time: 0, seek_test_time: 0, proj_test_time: 0.0470618917606771, model_test_time: 0.16079695196822286
2022-09-07 19:05:33.815 | DEBUG | __main__:_test:283 - AUC: 0.45607215999999995
2022-09-07 19:05:33.815 | INFO | __main__:_test:285 - Total test time: 0.21141437184996903 <= std_test_time: 0, seek_test_time: 0, proj_test_time: 0.035291138803586364, model_test_time: 0.17612323304638267
2022-09-07 19:05:34.068 | DEBUG | __main__:_test:283 - AUC: 0.45607215999999995
2022-09-07 19:05:34.069 | INFO | __main__:_test:285 - Total test time: 0.23038510116748512 <= std_test_time: 0, seek_test_time: 0, proj_test_time: 0.06074287719093263, model_test_time: 0.1696422239765525
2022-09-07 19:05:34.464 | DEBUG | __main__:_test:283 - AUC: 0.45607215999999995
2022-09-07 19:05:34.465 | INFO | __main__:_test:285 - Total test time: 0.32995331659913063 <= std_test_time: 0, seek_test_time: 0, proj_test_time: 0.04827984469011426, model_test_time: 0.28167347190901637
2022-09-07 19:05:34.711 | DEBUG | __main__:_test:283 - AUC: 0.45607215999999995
2022-09-07 19:05:34.711 | INFO | __main__:_test:285 - Total test time: 0.22618427709676325 <= std_test_time: 0, seek_test_time: 0, proj_test_time: 0.06267121317796409, model_test_time: 0.16351306391879916
2022-09-07 19:05:34.840 | DEBUG | __main__:_test:283 - AUC: 0.45607215999999995
2022-09-07 19:05:34.840 | INFO | __main__:_test:285 - Total test time: 0.10936692892573774 <= std_test_time: 0, seek_test_time: 0, proj_test_time: 0.01442270795814693, model_test_time: 0.09494422096759081
2022-09-07 19:05:34.988 | DEBUG | __main__:_test:283 - AUC: 0.45607215999999995
2022-09-07 19:05:34.989 | INFO | __main__:_test:285 - Total test time: 0.12918616598472 <= std_test_time: 0, seek_test_time: 0, proj_test_time: 0.012710040900856256, model_test_time: 0.11647612508386374
2022-09-07 19:05:34.991 | DEBUG | __main__:_evaluate:319 - test_res: {'test_time': 0.17443800527136774, 'test_auc': 0.4560721599999997, 'times': [0.10998184070922434, 0.13653805968351662, 0.19540379522368312, 0.3015348392073065, 0.13186827721074224, 0.509307281812653, 0.3018086748197675, 0.39608185016550124, 0.1834866381250322, 0.1901474902406335, 0.13567207613959908, 0.1728334161452949, 0.18276865896768868, 0.11886055511422455, 0.10831271088682115, 0.10364224202930927, 0.11696876189671457, 0.10406207502819598, 0.10786635731346905, 0.18657525023445487, 0.12196554080583155, 0.10827455692924559, 0.1095154001377523, 0.15823984192684293, 0.11459250980988145, 0.10600436199456453, 0.12551612011156976, 0.12137831118889153, 0.14433584501966834, 0.12576295109465718, 0.12893123971298337, 0.12987194419838488, 0.12025297223590314, 0.11821121396496892, 0.12780276779085398, 0.14071583561599255, 0.12834624713286757, 0.10917811887338758, 0.11742141679860651, 0.10759612964466214, 0.10483182594180107, 0.10707709821872413, 0.10115846805274487, 0.09965989785268903, 0.1153345238417387, 0.10995599278248847, 0.13181583117693663, 0.12306973082013428, 0.12199391215108335, 0.10647387430071831, 0.13086956460028887, 0.13225875981152058, 0.11528512020595372, 0.13063422916457057, 0.1153299966827035, 0.120897346874699, 0.11237286450341344, 0.1346065409015864, 0.13764412887394428, 0.1434974072035402, 0.15225223498418927, 0.13423118088394403, 0.12969966186210513, 0.11762495618313551, 0.12388122780248523, 0.12243117205798626, 0.1092288049403578, 0.11648941924795508, 0.14060333906672895, 0.132332963636145, 0.13355445209890604, 0.14498155913315713, 0.11236653686501086, 0.09857658855617046, 0.21595403389073908, 0.15418341965414584, 0.22936133295297623, 0.32389493519440293, 0.37234914023429155, 0.2993086806964129, 0.3874041512608528, 0.23347526672296226, 0.22578146983869374, 0.15306047978810966, 0.39830852928571403, 0.6070445429068059, 0.3451722913887352, 0.3016204130835831, 0.22707477770745754, 0.22545425407588482, 0.3263933064881712, 0.2739804470911622, 0.2789746623020619, 0.20785884372889996, 0.21141437184996903, 0.23038510116748512, 0.32995331659913063, 0.22618427709676325, 0.10936692892573774, 0.12918616598472], 'aucs': [0.45607215999999995, 0.45607215999999995, 0.45607215999999995, 0.45607215999999995, 0.45607215999999995, 0.45607215999999995, 0.45607215999999995, 0.45607215999999995, 0.45607215999999995, 0.45607215999999995, 0.45607215999999995, 0.45607215999999995, 0.45607215999999995, 0.45607215999999995, 0.45607215999999995, 0.45607215999999995, 0.45607215999999995, 0.45607215999999995, 0.45607215999999995, 0.45607215999999995, 0.45607215999999995, 0.45607215999999995, 0.45607215999999995, 0.45607215999999995, 0.45607215999999995, 0.45607215999999995, 0.45607215999999995, 0.45607215999999995, 0.45607215999999995, 0.45607215999999995, 0.45607215999999995, 0.45607215999999995, 0.45607215999999995, 0.45607215999999995, 0.45607215999999995, 0.45607215999999995, 0.45607215999999995, 0.45607215999999995, 0.45607215999999995, 0.45607215999999995, 0.45607215999999995, 0.45607215999999995, 0.45607215999999995, 0.45607215999999995, 0.45607215999999995, 0.45607215999999995, 0.45607215999999995, 0.45607215999999995, 0.45607215999999995, 0.45607215999999995, 0.45607215999999995, 0.45607215999999995, 0.45607215999999995, 0.45607215999999995, 0.45607215999999995, 0.45607215999999995, 0.45607215999999995, 0.45607215999999995, 0.45607215999999995, 0.45607215999999995, 0.45607215999999995, 0.45607215999999995, 0.45607215999999995, 0.45607215999999995, 0.45607215999999995, 0.45607215999999995, 0.45607215999999995, 0.45607215999999995, 0.45607215999999995, 0.45607215999999995, 0.45607215999999995, 0.45607215999999995, 0.45607215999999995, 0.45607215999999995, 0.45607215999999995, 0.45607215999999995, 0.45607215999999995, 0.45607215999999995, 0.45607215999999995, 0.45607215999999995, 0.45607215999999995, 0.45607215999999995, 0.45607215999999995, 0.45607215999999995, 0.45607215999999995, 0.45607215999999995, 0.45607215999999995, 0.45607215999999995, 0.45607215999999995, 0.45607215999999995, 0.45607215999999995, 0.45607215999999995, 0.45607215999999995, 0.45607215999999995, 0.45607215999999995, 0.45607215999999995, 0.45607215999999995, 0.45607215999999995, 0.45607215999999995, 0.45607215999999995], 'test_shape': (5000, 23), 'y': Counter({0: 2500, 1: 2500}), 'X_test': array([[ 0.11, 74. , 0. , ..., 0. , 0. , 0. ],
[ 0.13, 74. , 0. , ..., 0. , 0. , 0. ],
[ 0.11, 74. , 0. , ..., 0. , 0. , 0. ],
...,
[ 1. , 74. , 2.08, ..., 0. , 0. , 0. ],
[ 0.02, 74. , 0.02, ..., 0. , 0. , 0. ],
[ 1. , 74. , 2.08, ..., 0. , 0. , 0. ]]), 'y_test': array([0, 0, 0, ..., 1, 1, 1])}
2022-09-07 19:05:34.992 | DEBUG | __main__:_evaluate:293 - n_test_repeats: 100, is_parallel: False
2022-09-07 19:05:35.156 | DEBUG | __main__:_test:283 - AUC: 0.43770432
2022-09-07 19:05:35.156 | INFO | __main__:_test:285 - Total test time: 0.14469914673827589 <= std_test_time: 0, seek_test_time: 0, proj_test_time: 0.014327137963846326, model_test_time: 0.13037200877442956
2022-09-07 19:05:35.305 | DEBUG | __main__:_test:283 - AUC: 0.43770432
2022-09-07 19:05:35.305 | INFO | __main__:_test:285 - Total test time: 0.12444979278370738 <= std_test_time: 0, seek_test_time: 0, proj_test_time: 0.013448437908664346, model_test_time: 0.11100135487504303
2022-09-07 19:05:35.465 | DEBUG | __main__:_test:283 - AUC: 0.43770432
2022-09-07 19:05:35.465 | INFO | __main__:_test:285 - Total test time: 0.1412379927933216 <= std_test_time: 0, seek_test_time: 0, proj_test_time: 0.01440167985856533, model_test_time: 0.12683631293475628
2022-09-07 19:05:35.609 | DEBUG | __main__:_test:283 - AUC: 0.43770432
2022-09-07 19:05:35.610 | INFO | __main__:_test:285 - Total test time: 0.12399783288128674 <= std_test_time: 0, seek_test_time: 0, proj_test_time: 0.017518837936222553, model_test_time: 0.10647899494506419
2022-09-07 19:05:35.759 | DEBUG | __main__:_test:283 - AUC: 0.43770432
2022-09-07 19:05:35.759 | INFO | __main__:_test:285 - Total test time: 0.13150666607543826 <= std_test_time: 0, seek_test_time: 0, proj_test_time: 0.016033460153266788, model_test_time: 0.11547320592217147
2022-09-07 19:05:35.911 | DEBUG | __main__:_test:283 - AUC: 0.43770432
2022-09-07 19:05:35.911 | INFO | __main__:_test:285 - Total test time: 0.13284987304359674 <= std_test_time: 0, seek_test_time: 0, proj_test_time: 0.015202470123767853, model_test_time: 0.11764740291982889
2022-09-07 19:05:36.044 | DEBUG | __main__:_test:283 - AUC: 0.43770432
2022-09-07 19:05:36.044 | INFO | __main__:_test:285 - Total test time: 0.1131635382771492 <= std_test_time: 0, seek_test_time: 0, proj_test_time: 0.013546787202358246, model_test_time: 0.09961675107479095
2022-09-07 19:05:36.325 | DEBUG | __main__:_test:283 - AUC: 0.43770432
2022-09-07 19:05:36.325 | INFO | __main__:_test:285 - Total test time: 0.25164966913871467 <= std_test_time: 0, seek_test_time: 0, proj_test_time: 0.014096681028604507, model_test_time: 0.23755298811011016
2022-09-07 19:05:36.500 | DEBUG | __main__:_test:283 - AUC: 0.43770432
2022-09-07 19:05:36.500 | INFO | __main__:_test:285 - Total test time: 0.15557367261499166 <= std_test_time: 0, seek_test_time: 0, proj_test_time: 0.041010720655322075, model_test_time: 0.11456295195966959
2022-09-07 19:05:36.636 | DEBUG | __main__:_test:283 - AUC: 0.43770432
2022-09-07 19:05:36.636 | INFO | __main__:_test:285 - Total test time: 0.1149190382566303 <= std_test_time: 0, seek_test_time: 0, proj_test_time: 0.013863564236089587, model_test_time: 0.10105547402054071
2022-09-07 19:05:36.767 | DEBUG | __main__:_test:283 - AUC: 0.43770432
2022-09-07 19:05:36.768 | INFO | __main__:_test:285 - Total test time: 0.11326978891156614 <= std_test_time: 0, seek_test_time: 0, proj_test_time: 0.014688523020595312, model_test_time: 0.09858126589097083
2022-09-07 19:05:36.905 | DEBUG | __main__:_test:283 - AUC: 0.43770432
2022-09-07 19:05:36.906 | INFO | __main__:_test:285 - Total test time: 0.11978488066233695 <= std_test_time: 0, seek_test_time: 0, proj_test_time: 0.014621695736423135, model_test_time: 0.10516318492591381
2022-09-07 19:05:37.039 | DEBUG | __main__:_test:283 - AUC: 0.43770432
2022-09-07 19:05:37.039 | INFO | __main__:_test:285 - Total test time: 0.11277820984832942 <= std_test_time: 0, seek_test_time: 0, proj_test_time: 0.01356445997953415, model_test_time: 0.09921374986879528
2022-09-07 19:05:37.175 | DEBUG | __main__:_test:283 - AUC: 0.43770432
2022-09-07 19:05:37.175 | INFO | __main__:_test:285 - Total test time: 0.11644282401539385 <= std_test_time: 0, seek_test_time: 0, proj_test_time: 0.015830900985747576, model_test_time: 0.10061192302964628
2022-09-07 19:05:37.312 | DEBUG | __main__:_test:283 - AUC: 0.43770432
2022-09-07 19:05:37.312 | INFO | __main__:_test:285 - Total test time: 0.11496232869103551 <= std_test_time: 0, seek_test_time: 0, proj_test_time: 0.013256032718345523, model_test_time: 0.10170629597268999
2022-09-07 19:05:37.474 | DEBUG | __main__:_test:283 - AUC: 0.43770432
2022-09-07 19:05:37.475 | INFO | __main__:_test:285 - Total test time: 0.14400385436601937 <= std_test_time: 0, seek_test_time: 0, proj_test_time: 0.016378553118556738, model_test_time: 0.12762530124746263
2022-09-07 19:05:37.619 | DEBUG | __main__:_test:283 - AUC: 0.43770432
2022-09-07 19:05:37.620 | INFO | __main__:_test:285 - Total test time: 0.1281238931696862 <= std_test_time: 0, seek_test_time: 0, proj_test_time: 0.013804052025079727, model_test_time: 0.11431984114460647
2022-09-07 19:05:37.750 | DEBUG | __main__:_test:283 - AUC: 0.43770432
2022-09-07 19:05:37.750 | INFO | __main__:_test:285 - Total test time: 0.11182183888740838 <= std_test_time: 0, seek_test_time: 0, proj_test_time: 0.013061048928648233, model_test_time: 0.09876078995876014
2022-09-07 19:05:37.886 | DEBUG | __main__:_test:283 - AUC: 0.43770432
2022-09-07 19:05:37.886 | INFO | __main__:_test:285 - Total test time: 0.11213221470825374 <= std_test_time: 0, seek_test_time: 0, proj_test_time: 0.012524040881544352, model_test_time: 0.09960817382670939
2022-09-07 19:05:38.016 | DEBUG | __main__:_test:283 - AUC: 0.43770432
2022-09-07 19:05:38.016 | INFO | __main__:_test:285 - Total test time: 0.1113330852240324 <= std_test_time: 0, seek_test_time: 0, proj_test_time: 0.012699871324002743, model_test_time: 0.09863321390002966
2022-09-07 19:05:38.152 | DEBUG | __main__:_test:283 - AUC: 0.43770432
2022-09-07 19:05:38.152 | INFO | __main__:_test:285 - Total test time: 0.11746023478917778 <= std_test_time: 0, seek_test_time: 0, proj_test_time: 0.013678179820999503, model_test_time: 0.10378205496817827
2022-09-07 19:05:38.288 | DEBUG | __main__:_test:283 - AUC: 0.43770432
2022-09-07 19:05:38.288 | INFO | __main__:_test:285 - Total test time: 0.11767953122034669 <= std_test_time: 0, seek_test_time: 0, proj_test_time: 0.012200196040794253, model_test_time: 0.10547933517955244
2022-09-07 19:05:38.440 | DEBUG | __main__:_test:283 - AUC: 0.43770432
2022-09-07 19:05:38.441 | INFO | __main__:_test:285 - Total test time: 0.1335555010009557 <= std_test_time: 0, seek_test_time: 0, proj_test_time: 0.014367795083671808, model_test_time: 0.11918770591728389
2022-09-07 19:05:38.595 | DEBUG | __main__:_test:283 - AUC: 0.43770432
2022-09-07 19:05:38.595 | INFO | __main__:_test:285 - Total test time: 0.13288356084376574 <= std_test_time: 0, seek_test_time: 0, proj_test_time: 0.015209814067929983, model_test_time: 0.11767374677583575
2022-09-07 19:05:38.741 | DEBUG | __main__:_test:283 - AUC: 0.43770432
2022-09-07 19:05:38.742 | INFO | __main__:_test:285 - Total test time: 0.12757701775990427 <= std_test_time: 0, seek_test_time: 0, proj_test_time: 0.013887563720345497, model_test_time: 0.11368945403955877
2022-09-07 19:05:38.892 | DEBUG | __main__:_test:283 - AUC: 0.43770432
2022-09-07 19:05:38.893 | INFO | __main__:_test:285 - Total test time: 0.1278763620648533 <= std_test_time: 0, seek_test_time: 0, proj_test_time: 0.01475287415087223, model_test_time: 0.11312348791398108
2022-09-07 19:05:39.026 | DEBUG | __main__:_test:283 - AUC: 0.43770432
2022-09-07 19:05:39.026 | INFO | __main__:_test:285 - Total test time: 0.11299012182280421 <= std_test_time: 0, seek_test_time: 0, proj_test_time: 0.01290523773059249, model_test_time: 0.10008488409221172
2022-09-07 19:05:39.167 | DEBUG | __main__:_test:283 - AUC: 0.43770432
2022-09-07 19:05:39.168 | INFO | __main__:_test:285 - Total test time: 0.12143339263275266 <= std_test_time: 0, seek_test_time: 0, proj_test_time: 0.01754984725266695, model_test_time: 0.1038835453800857
2022-09-07 19:05:39.299 | DEBUG | __main__:_test:283 - AUC: 0.43770432
2022-09-07 19:05:39.299 | INFO | __main__:_test:285 - Total test time: 0.11409210995770991 <= std_test_time: 0, seek_test_time: 0, proj_test_time: 0.012738958932459354, model_test_time: 0.10135315102525055
2022-09-07 19:05:39.440 | DEBUG | __main__:_test:283 - AUC: 0.43770432
2022-09-07 19:05:39.440 | INFO | __main__:_test:285 - Total test time: 0.1218949113972485 <= std_test_time: 0, seek_test_time: 0, proj_test_time: 0.01388744218274951, model_test_time: 0.108007469214499
2022-09-07 19:05:39.573 | DEBUG | __main__:_test:283 - AUC: 0.43770432
2022-09-07 19:05:39.573 | INFO | __main__:_test:285 - Total test time: 0.11426463630050421 <= std_test_time: 0, seek_test_time: 0, proj_test_time: 0.013590529095381498, model_test_time: 0.10067410720512271
2022-09-07 19:05:39.707 | DEBUG | __main__:_test:283 - AUC: 0.43770432
2022-09-07 19:05:39.707 | INFO | __main__:_test:285 - Total test time: 0.11665528197772801 <= std_test_time: 0, seek_test_time: 0, proj_test_time: 0.015555156162008643, model_test_time: 0.10110012581571937
2022-09-07 19:05:39.876 | DEBUG | __main__:_test:283 - AUC: 0.43770432
2022-09-07 19:05:39.876 | INFO | __main__:_test:285 - Total test time: 0.12830664380453527 <= std_test_time: 0, seek_test_time: 0, proj_test_time: 0.014492671005427837, model_test_time: 0.11381397279910743
2022-09-07 19:05:40.113 | DEBUG | __main__:_test:283 - AUC: 0.43770432
2022-09-07 19:05:40.113 | INFO | __main__:_test:285 - Total test time: 0.21279524569399655 <= std_test_time: 0, seek_test_time: 0, proj_test_time: 0.10986667079851031, model_test_time: 0.10292857489548624
2022-09-07 19:05:40.261 | DEBUG | __main__:_test:283 - AUC: 0.43770432
2022-09-07 19:05:40.261 | INFO | __main__:_test:285 - Total test time: 0.13110677269287407 <= std_test_time: 0, seek_test_time: 0, proj_test_time: 0.013561004772782326, model_test_time: 0.11754576792009175
2022-09-07 19:05:40.395 | DEBUG | __main__:_test:283 - AUC: 0.43770432
2022-09-07 19:05:40.395 | INFO | __main__:_test:285 - Total test time: 0.11483441526070237 <= std_test_time: 0, seek_test_time: 0, proj_test_time: 0.013546397211030126, model_test_time: 0.10128801804967225
2022-09-07 19:05:40.529 | DEBUG | __main__:_test:283 - AUC: 0.43770432
2022-09-07 19:05:40.530 | INFO | __main__:_test:285 - Total test time: 0.11628190940245986 <= std_test_time: 0, seek_test_time: 0, proj_test_time: 0.01308300020173192, model_test_time: 0.10319890920072794
2022-09-07 19:05:40.665 | DEBUG | __main__:_test:283 - AUC: 0.43770432
2022-09-07 19:05:40.665 | INFO | __main__:_test:285 - Total test time: 0.117452431935817 <= std_test_time: 0, seek_test_time: 0, proj_test_time: 0.02008555387146771, model_test_time: 0.0973668780643493
2022-09-07 19:05:40.780 | DEBUG | __main__:_test:283 - AUC: 0.43770432
2022-09-07 19:05:40.780 | INFO | __main__:_test:285 - Total test time: 0.09955998510122299 <= std_test_time: 0, seek_test_time: 0, proj_test_time: 0.01180275110527873, model_test_time: 0.08775723399594426
2022-09-07 19:05:40.894 | DEBUG | __main__:_test:283 - AUC: 0.43770432
2022-09-07 19:05:40.895 | INFO | __main__:_test:285 - Total test time: 0.099410341354087 <= std_test_time: 0, seek_test_time: 0, proj_test_time: 0.010829053120687604, model_test_time: 0.08858128823339939
2022-09-07 19:05:41.028 | DEBUG | __main__:_test:283 - AUC: 0.43770432
2022-09-07 19:05:41.029 | INFO | __main__:_test:285 - Total test time: 0.11751183797605336 <= std_test_time: 0, seek_test_time: 0, proj_test_time: 0.010615722043439746, model_test_time: 0.10689611593261361
2022-09-07 19:05:41.156 | DEBUG | __main__:_test:283 - AUC: 0.43770432
2022-09-07 19:05:41.157 | INFO | __main__:_test:285 - Total test time: 0.11253169388510287 <= std_test_time: 0, seek_test_time: 0, proj_test_time: 0.01317742490209639, model_test_time: 0.09935426898300648
2022-09-07 19:05:41.278 | DEBUG | __main__:_test:283 - AUC: 0.43770432
2022-09-07 19:05:41.279 | INFO | __main__:_test:285 - Total test time: 0.10125087294727564 <= std_test_time: 0, seek_test_time: 0, proj_test_time: 0.010741247097030282, model_test_time: 0.09050962585024536
2022-09-07 19:05:41.404 | DEBUG | __main__:_test:283 - AUC: 0.43770432
2022-09-07 19:05:41.404 | INFO | __main__:_test:285 - Total test time: 0.11022992501966655 <= std_test_time: 0, seek_test_time: 0, proj_test_time: 0.011388036189600825, model_test_time: 0.09884188883006573
2022-09-07 19:05:41.525 | DEBUG | __main__:_test:283 - AUC: 0.43770432
2022-09-07 19:05:41.525 | INFO | __main__:_test:285 - Total test time: 0.10562891699373722 <= std_test_time: 0, seek_test_time: 0, proj_test_time: 0.010923338122665882, model_test_time: 0.09470557887107134
2022-09-07 19:05:41.646 | DEBUG | __main__:_test:283 - AUC: 0.43770432
2022-09-07 19:05:41.646 | INFO | __main__:_test:285 - Total test time: 0.10535705485381186 <= std_test_time: 0, seek_test_time: 0, proj_test_time: 0.012650111922994256, model_test_time: 0.0927069429308176
2022-09-07 19:05:41.761 | DEBUG | __main__:_test:283 - AUC: 0.43770432
2022-09-07 19:05:41.761 | INFO | __main__:_test:285 - Total test time: 0.10053350427187979 <= std_test_time: 0, seek_test_time: 0, proj_test_time: 0.010765701299533248, model_test_time: 0.08976780297234654
2022-09-07 19:05:41.876 | DEBUG | __main__:_test:283 - AUC: 0.43770432
2022-09-07 19:05:41.876 | INFO | __main__:_test:285 - Total test time: 0.09985823323950171 <= std_test_time: 0, seek_test_time: 0, proj_test_time: 0.011390237137675285, model_test_time: 0.08846799610182643
2022-09-07 19:05:41.992 | DEBUG | __main__:_test:283 - AUC: 0.43770432
2022-09-07 19:05:41.993 | INFO | __main__:_test:285 - Total test time: 0.09715572278946638 <= std_test_time: 0, seek_test_time: 0, proj_test_time: 0.011071733897551894, model_test_time: 0.08608398889191449
2022-09-07 19:05:42.113 | DEBUG | __main__:_test:283 - AUC: 0.43770432
2022-09-07 19:05:42.113 | INFO | __main__:_test:285 - Total test time: 0.10489774192683399 <= std_test_time: 0, seek_test_time: 0, proj_test_time: 0.010751002933830023, model_test_time: 0.09414673899300396
2022-09-07 19:05:42.232 | DEBUG | __main__:_test:283 - AUC: 0.43770432
2022-09-07 19:05:42.232 | INFO | __main__:_test:285 - Total test time: 0.10283689433708787 <= std_test_time: 0, seek_test_time: 0, proj_test_time: 0.010596998268738389, model_test_time: 0.09223989606834948
2022-09-07 19:05:42.356 | DEBUG | __main__:_test:283 - AUC: 0.43770432
2022-09-07 19:05:42.356 | INFO | __main__:_test:285 - Total test time: 0.1067985559348017 <= std_test_time: 0, seek_test_time: 0, proj_test_time: 0.014931655954569578, model_test_time: 0.09186689998023212
2022-09-07 19:05:42.478 | DEBUG | __main__:_test:283 - AUC: 0.43770432
2022-09-07 19:05:42.478 | INFO | __main__:_test:285 - Total test time: 0.1058109407313168 <= std_test_time: 0, seek_test_time: 0, proj_test_time: 0.010950990952551365, model_test_time: 0.09485994977876544
2022-09-07 19:05:42.600 | DEBUG | __main__:_test:283 - AUC: 0.43770432
2022-09-07 19:05:42.600 | INFO | __main__:_test:285 - Total test time: 0.10518152010627091 <= std_test_time: 0, seek_test_time: 0, proj_test_time: 0.014402140164747834, model_test_time: 0.09077937994152308
2022-09-07 19:05:42.715 | DEBUG | __main__:_test:283 - AUC: 0.43770432
2022-09-07 19:05:42.715 | INFO | __main__:_test:285 - Total test time: 0.10069848387502134 <= std_test_time: 0, seek_test_time: 0, proj_test_time: 0.01183572900481522, model_test_time: 0.08886275487020612
2022-09-07 19:05:42.835 | DEBUG | __main__:_test:283 - AUC: 0.43770432
2022-09-07 19:05:42.836 | INFO | __main__:_test:285 - Total test time: 0.10508486069738865 <= std_test_time: 0, seek_test_time: 0, proj_test_time: 0.012897060718387365, model_test_time: 0.09218779997900128
2022-09-07 19:05:42.953 | DEBUG | __main__:_test:283 - AUC: 0.43770432
2022-09-07 19:05:42.953 | INFO | __main__:_test:285 - Total test time: 0.10072126192972064 <= std_test_time: 0, seek_test_time: 0, proj_test_time: 0.010933301877230406, model_test_time: 0.08978796005249023
2022-09-07 19:05:43.080 | DEBUG | __main__:_test:283 - AUC: 0.43770432
2022-09-07 19:05:43.080 | INFO | __main__:_test:285 - Total test time: 0.11148775997571647 <= std_test_time: 0, seek_test_time: 0, proj_test_time: 0.011067403946071863, model_test_time: 0.10042035602964461
2022-09-07 19:05:43.197 | DEBUG | __main__:_test:283 - AUC: 0.43770432
2022-09-07 19:05:43.198 | INFO | __main__:_test:285 - Total test time: 0.10140125500038266 <= std_test_time: 0, seek_test_time: 0, proj_test_time: 0.014404735993593931, model_test_time: 0.08699651900678873
2022-09-07 19:05:43.310 | DEBUG | __main__:_test:283 - AUC: 0.43770432
2022-09-07 19:05:43.310 | INFO | __main__:_test:285 - Total test time: 0.09847153280861676 <= std_test_time: 0, seek_test_time: 0, proj_test_time: 0.010734213050454855, model_test_time: 0.0877373197581619
2022-09-07 19:05:43.431 | DEBUG | __main__:_test:283 - AUC: 0.43770432
2022-09-07 19:05:43.431 | INFO | __main__:_test:285 - Total test time: 0.10600243415683508 <= std_test_time: 0, seek_test_time: 0, proj_test_time: 0.010835645953193307, model_test_time: 0.09516678820364177
2022-09-07 19:05:43.554 | DEBUG | __main__:_test:283 - AUC: 0.43770432
2022-09-07 19:05:43.554 | INFO | __main__:_test:285 - Total test time: 0.10617729579098523 <= std_test_time: 0, seek_test_time: 0, proj_test_time: 0.011802952736616135, model_test_time: 0.09437434305436909
2022-09-07 19:05:43.670 | DEBUG | __main__:_test:283 - AUC: 0.43770432
2022-09-07 19:05:43.670 | INFO | __main__:_test:285 - Total test time: 0.10118754929862916 <= std_test_time: 0, seek_test_time: 0, proj_test_time: 0.013159206137061119, model_test_time: 0.08802834316156805
2022-09-07 19:05:43.788 | DEBUG | __main__:_test:283 - AUC: 0.43770432
2022-09-07 19:05:43.788 | INFO | __main__:_test:285 - Total test time: 0.09875691216439009 <= std_test_time: 0, seek_test_time: 0, proj_test_time: 0.010878948029130697, model_test_time: 0.08787796413525939
2022-09-07 19:05:43.908 | DEBUG | __main__:_test:283 - AUC: 0.43770432
2022-09-07 19:05:43.909 | INFO | __main__:_test:285 - Total test time: 0.10570417367853224 <= std_test_time: 0, seek_test_time: 0, proj_test_time: 0.011068706633523107, model_test_time: 0.09463546704500914
2022-09-07 19:05:44.029 | DEBUG | __main__:_test:283 - AUC: 0.43770432
2022-09-07 19:05:44.029 | INFO | __main__:_test:285 - Total test time: 0.10464983200654387 <= std_test_time: 0, seek_test_time: 0, proj_test_time: 0.010736351134255528, model_test_time: 0.09391348087228835
2022-09-07 19:05:44.152 | DEBUG | __main__:_test:283 - AUC: 0.43770432
2022-09-07 19:05:44.152 | INFO | __main__:_test:285 - Total test time: 0.10799686377868056 <= std_test_time: 0, seek_test_time: 0, proj_test_time: 0.013084285892546177, model_test_time: 0.09491257788613439
2022-09-07 19:05:44.268 | DEBUG | __main__:_test:283 - AUC: 0.43770432
2022-09-07 19:05:44.268 | INFO | __main__:_test:285 - Total test time: 0.10039478470571339 <= std_test_time: 0, seek_test_time: 0, proj_test_time: 0.010783974779769778, model_test_time: 0.08961080992594361
2022-09-07 19:05:44.384 | DEBUG | __main__:_test:283 - AUC: 0.43770432
2022-09-07 19:05:44.385 | INFO | __main__:_test:285 - Total test time: 0.10149830067530274 <= std_test_time: 0, seek_test_time: 0, proj_test_time: 0.010989634785801172, model_test_time: 0.09050866588950157
2022-09-07 19:05:44.501 | DEBUG | __main__:_test:283 - AUC: 0.43770432
2022-09-07 19:05:44.501 | INFO | __main__:_test:285 - Total test time: 0.10003096726723015 <= std_test_time: 0, seek_test_time: 0, proj_test_time: 0.012978064129129052, model_test_time: 0.0870529031381011
2022-09-07 19:05:44.628 | DEBUG | __main__:_test:283 - AUC: 0.43770432
2022-09-07 19:05:44.628 | INFO | __main__:_test:285 - Total test time: 0.11111215385608375 <= std_test_time: 0, seek_test_time: 0, proj_test_time: 0.01992000686004758, model_test_time: 0.09119214699603617
2022-09-07 19:05:44.745 | DEBUG | __main__:_test:283 - AUC: 0.43770432
2022-09-07 19:05:44.745 | INFO | __main__:_test:285 - Total test time: 0.10144439153373241 <= std_test_time: 0, seek_test_time: 0, proj_test_time: 0.01074809324927628, model_test_time: 0.09069629828445613
2022-09-07 19:05:44.859 | DEBUG | __main__:_test:283 - AUC: 0.43770432
2022-09-07 19:05:44.859 | INFO | __main__:_test:285 - Total test time: 0.09912734618410468 <= std_test_time: 0, seek_test_time: 0, proj_test_time: 0.010512766893953085, model_test_time: 0.0886145792901516
2022-09-07 19:05:44.977 | DEBUG | __main__:_test:283 - AUC: 0.43770432
2022-09-07 19:05:44.977 | INFO | __main__:_test:285 - Total test time: 0.10372468992136419 <= std_test_time: 0, seek_test_time: 0, proj_test_time: 0.010778499068692327, model_test_time: 0.09294619085267186
2022-09-07 19:05:45.107 | DEBUG | __main__:_test:283 - AUC: 0.43770432
2022-09-07 19:05:45.107 | INFO | __main__:_test:285 - Total test time: 0.11010808171704412 <= std_test_time: 0, seek_test_time: 0, proj_test_time: 0.01071354583837092, model_test_time: 0.0993945358786732
2022-09-07 19:05:45.221 | DEBUG | __main__:_test:283 - AUC: 0.43770432
2022-09-07 19:05:45.221 | INFO | __main__:_test:285 - Total test time: 0.09915314405225217 <= std_test_time: 0, seek_test_time: 0, proj_test_time: 0.011685887118801475, model_test_time: 0.0874672569334507
2022-09-07 19:05:45.339 | DEBUG | __main__:_test:283 - AUC: 0.43770432
2022-09-07 19:05:45.339 | INFO | __main__:_test:285 - Total test time: 0.10239357664249837 <= std_test_time: 0, seek_test_time: 0, proj_test_time: 0.012174998875707388, model_test_time: 0.09021857776679099
2022-09-07 19:05:45.456 | DEBUG | __main__:_test:283 - AUC: 0.43770432
2022-09-07 19:05:45.456 | INFO | __main__:_test:285 - Total test time: 0.10183144896291196 <= std_test_time: 0, seek_test_time: 0, proj_test_time: 0.010748991975560784, model_test_time: 0.09108245698735118
2022-09-07 19:05:45.579 | DEBUG | __main__:_test:283 - AUC: 0.43770432
2022-09-07 19:05:45.579 | INFO | __main__:_test:285 - Total test time: 0.10741534782573581 <= std_test_time: 0, seek_test_time: 0, proj_test_time: 0.011852150782942772, model_test_time: 0.09556319704279304
2022-09-07 19:05:45.695 | DEBUG | __main__:_test:283 - AUC: 0.43770432
2022-09-07 19:05:45.695 | INFO | __main__:_test:285 - Total test time: 0.10005972278304398 <= std_test_time: 0, seek_test_time: 0, proj_test_time: 0.011072474997490644, model_test_time: 0.08898724778555334
2022-09-07 19:05:45.821 | DEBUG | __main__:_test:283 - AUC: 0.43770432
2022-09-07 19:05:45.821 | INFO | __main__:_test:285 - Total test time: 0.10821547312662005 <= std_test_time: 0, seek_test_time: 0, proj_test_time: 0.01065626204945147, model_test_time: 0.09755921107716858
2022-09-07 19:05:45.938 | DEBUG | __main__:_test:283 - AUC: 0.43770432
2022-09-07 19:05:45.938 | INFO | __main__:_test:285 - Total test time: 0.10169129492715001 <= std_test_time: 0, seek_test_time: 0, proj_test_time: 0.011087003163993359, model_test_time: 0.09060429176315665
2022-09-07 19:05:46.065 | DEBUG | __main__:_test:283 - AUC: 0.43770432
2022-09-07 19:05:46.066 | INFO | __main__:_test:285 - Total test time: 0.11018292256630957 <= std_test_time: 0, seek_test_time: 0, proj_test_time: 0.011035789735615253, model_test_time: 0.09914713283069432
2022-09-07 19:05:46.188 | DEBUG | __main__:_test:283 - AUC: 0.43770432
2022-09-07 19:05:46.188 | INFO | __main__:_test:285 - Total test time: 0.10747587122023106 <= std_test_time: 0, seek_test_time: 0, proj_test_time: 0.013093617046251893, model_test_time: 0.09438225417397916
2022-09-07 19:05:46.302 | DEBUG | __main__:_test:283 - AUC: 0.43770432
2022-09-07 19:05:46.302 | INFO | __main__:_test:285 - Total test time: 0.09946233895607293 <= std_test_time: 0, seek_test_time: 0, proj_test_time: 0.010721910977736115, model_test_time: 0.08874042797833681
2022-09-07 19:05:46.427 | DEBUG | __main__:_test:283 - AUC: 0.43770432
2022-09-07 19:05:46.428 | INFO | __main__:_test:285 - Total test time: 0.1093568648211658 <= std_test_time: 0, seek_test_time: 0, proj_test_time: 0.014245024882256985, model_test_time: 0.09511183993890882
2022-09-07 19:05:46.553 | DEBUG | __main__:_test:283 - AUC: 0.43770432
2022-09-07 19:05:46.554 | INFO | __main__:_test:285 - Total test time: 0.11056578881107271 <= std_test_time: 0, seek_test_time: 0, proj_test_time: 0.011914966627955437, model_test_time: 0.09865082218311727
2022-09-07 19:05:46.675 | DEBUG | __main__:_test:283 - AUC: 0.43770432
2022-09-07 19:05:46.675 | INFO | __main__:_test:285 - Total test time: 0.1064701599534601 <= std_test_time: 0, seek_test_time: 0, proj_test_time: 0.012312522158026695, model_test_time: 0.0941576377954334
2022-09-07 19:05:46.788 | DEBUG | __main__:_test:283 - AUC: 0.43770432
2022-09-07 19:05:46.789 | INFO | __main__:_test:285 - Total test time: 0.09878258220851421 <= std_test_time: 0, seek_test_time: 0, proj_test_time: 0.010832308093085885, model_test_time: 0.08795027411542833
2022-09-07 19:05:46.915 | DEBUG | __main__:_test:283 - AUC: 0.43770432
2022-09-07 19:05:46.916 | INFO | __main__:_test:285 - Total test time: 0.11207323404960334 <= std_test_time: 0, seek_test_time: 0, proj_test_time: 0.010668024187907577, model_test_time: 0.10140520986169577
2022-09-07 19:05:47.043 | DEBUG | __main__:_test:283 - AUC: 0.43770432
2022-09-07 19:05:47.043 | INFO | __main__:_test:285 - Total test time: 0.10676939506083727 <= std_test_time: 0, seek_test_time: 0, proj_test_time: 0.011145513039082289, model_test_time: 0.09562388202175498
2022-09-07 19:05:47.162 | DEBUG | __main__:_test:283 - AUC: 0.43770432
2022-09-07 19:05:47.162 | INFO | __main__:_test:285 - Total test time: 0.10382608789950609 <= std_test_time: 0, seek_test_time: 0, proj_test_time: 0.011820039944723248, model_test_time: 0.09200604795478284
2022-09-07 19:05:47.278 | DEBUG | __main__:_test:283 - AUC: 0.43770432
2022-09-07 19:05:47.278 | INFO | __main__:_test:285 - Total test time: 0.10003801970742643 <= std_test_time: 0, seek_test_time: 0, proj_test_time: 0.010664563858881593, model_test_time: 0.08937345584854484
2022-09-07 19:05:47.394 | DEBUG | __main__:_test:283 - AUC: 0.43770432
2022-09-07 19:05:47.394 | INFO | __main__:_test:285 - Total test time: 0.10111951967701316 <= std_test_time: 0, seek_test_time: 0, proj_test_time: 0.010831784922629595, model_test_time: 0.09028773475438356
2022-09-07 19:05:47.512 | DEBUG | __main__:_test:283 - AUC: 0.43770432
2022-09-07 19:05:47.512 | INFO | __main__:_test:285 - Total test time: 0.10343561973422766 <= std_test_time: 0, seek_test_time: 0, proj_test_time: 0.010751246940344572, model_test_time: 0.09268437279388309
2022-09-07 19:05:47.637 | DEBUG | __main__:_test:283 - AUC: 0.43770432
2022-09-07 19:05:47.637 | INFO | __main__:_test:285 - Total test time: 0.10982183320447803 <= std_test_time: 0, seek_test_time: 0, proj_test_time: 0.014974701218307018, model_test_time: 0.09484713198617101
2022-09-07 19:05:47.752 | DEBUG | __main__:_test:283 - AUC: 0.43770432
2022-09-07 19:05:47.753 | INFO | __main__:_test:285 - Total test time: 0.10087971296161413 <= std_test_time: 0, seek_test_time: 0, proj_test_time: 0.010764933191239834, model_test_time: 0.0901147797703743
2022-09-07 19:05:47.870 | DEBUG | __main__:_test:283 - AUC: 0.43770432
2022-09-07 19:05:47.870 | INFO | __main__:_test:285 - Total test time: 0.10049820924177766 <= std_test_time: 0, seek_test_time: 0, proj_test_time: 0.011426640208810568, model_test_time: 0.08907156903296709
2022-09-07 19:05:47.994 | DEBUG | __main__:_test:283 - AUC: 0.43770432
2022-09-07 19:05:47.994 | INFO | __main__:_test:285 - Total test time: 0.10884582693688571 <= std_test_time: 0, seek_test_time: 0, proj_test_time: 0.011388201033696532, model_test_time: 0.09745762590318918
2022-09-07 19:05:48.122 | DEBUG | __main__:_test:283 - AUC: 0.43770432
2022-09-07 19:05:48.122 | INFO | __main__:_test:285 - Total test time: 0.11299093393608928 <= std_test_time: 0, seek_test_time: 0, proj_test_time: 0.010796080809086561, model_test_time: 0.10219485312700272
2022-09-07 19:05:48.125 | DEBUG | __main__:_evaluate:319 - test_res: {'test_time': 0.11371529823401944, 'test_auc': 0.4377043200000001, 'times': [0.14469914673827589, 0.12444979278370738, 0.1412379927933216, 0.12399783288128674, 0.13150666607543826, 0.13284987304359674, 0.1131635382771492, 0.25164966913871467, 0.15557367261499166, 0.1149190382566303, 0.11326978891156614, 0.11978488066233695, 0.11277820984832942, 0.11644282401539385, 0.11496232869103551, 0.14400385436601937, 0.1281238931696862, 0.11182183888740838, 0.11213221470825374, 0.1113330852240324, 0.11746023478917778, 0.11767953122034669, 0.1335555010009557, 0.13288356084376574, 0.12757701775990427, 0.1278763620648533, 0.11299012182280421, 0.12143339263275266, 0.11409210995770991, 0.1218949113972485, 0.11426463630050421, 0.11665528197772801, 0.12830664380453527, 0.21279524569399655, 0.13110677269287407, 0.11483441526070237, 0.11628190940245986, 0.117452431935817, 0.09955998510122299, 0.099410341354087, 0.11751183797605336, 0.11253169388510287, 0.10125087294727564, 0.11022992501966655, 0.10562891699373722, 0.10535705485381186, 0.10053350427187979, 0.09985823323950171, 0.09715572278946638, 0.10489774192683399, 0.10283689433708787, 0.1067985559348017, 0.1058109407313168, 0.10518152010627091, 0.10069848387502134, 0.10508486069738865, 0.10072126192972064, 0.11148775997571647, 0.10140125500038266, 0.09847153280861676, 0.10600243415683508, 0.10617729579098523, 0.10118754929862916, 0.09875691216439009, 0.10570417367853224, 0.10464983200654387, 0.10799686377868056, 0.10039478470571339, 0.10149830067530274, 0.10003096726723015, 0.11111215385608375, 0.10144439153373241, 0.09912734618410468, 0.10372468992136419, 0.11010808171704412, 0.09915314405225217, 0.10239357664249837, 0.10183144896291196, 0.10741534782573581, 0.10005972278304398, 0.10821547312662005, 0.10169129492715001, 0.11018292256630957, 0.10747587122023106, 0.09946233895607293, 0.1093568648211658, 0.11056578881107271, 0.1064701599534601, 0.09878258220851421, 0.11207323404960334, 0.10676939506083727, 0.10382608789950609, 0.10003801970742643, 0.10111951967701316, 0.10343561973422766, 0.10982183320447803, 0.10087971296161413, 0.10049820924177766, 0.10884582693688571, 0.11299093393608928], 'aucs': [0.43770432, 0.43770432, 0.43770432, 0.43770432, 0.43770432, 0.43770432, 0.43770432, 0.43770432, 0.43770432, 0.43770432, 0.43770432, 0.43770432, 0.43770432, 0.43770432, 0.43770432, 0.43770432, 0.43770432, 0.43770432, 0.43770432, 0.43770432, 0.43770432, 0.43770432, 0.43770432, 0.43770432, 0.43770432, 0.43770432, 0.43770432, 0.43770432, 0.43770432, 0.43770432, 0.43770432, 0.43770432, 0.43770432, 0.43770432, 0.43770432, 0.43770432, 0.43770432, 0.43770432, 0.43770432, 0.43770432, 0.43770432, 0.43770432, 0.43770432, 0.43770432, 0.43770432, 0.43770432, 0.43770432, 0.43770432, 0.43770432, 0.43770432, 0.43770432, 0.43770432, 0.43770432, 0.43770432, 0.43770432, 0.43770432, 0.43770432, 0.43770432, 0.43770432, 0.43770432, 0.43770432, 0.43770432, 0.43770432, 0.43770432, 0.43770432, 0.43770432, 0.43770432, 0.43770432, 0.43770432, 0.43770432, 0.43770432, 0.43770432, 0.43770432, 0.43770432, 0.43770432, 0.43770432, 0.43770432, 0.43770432, 0.43770432, 0.43770432, 0.43770432, 0.43770432, 0.43770432, 0.43770432, 0.43770432, 0.43770432, 0.43770432, 0.43770432, 0.43770432, 0.43770432, 0.43770432, 0.43770432, 0.43770432, 0.43770432, 0.43770432, 0.43770432, 0.43770432, 0.43770432, 0.43770432, 0.43770432], 'test_shape': (5000, 23), 'y': Counter({0: 2500, 1: 2500}), 'X_test': array([[ 0.11, 74. , 0. , ..., 0. , 0. , 0. ],
[ 0.13, 74. , 0. , ..., 0. , 0. , 0. ],
[ 0.11, 74. , 0. , ..., 0. , 0. , 0. ],
...,
[ 1. , 74. , 2.08, ..., 0. , 0. , 0. ],
[ 0.02, 74. , 0.02, ..., 0. , 0. , 0. ],
[ 1. , 74. , 2.08, ..., 0. , 0. , 0. ]]), 'y_test': array([0, 0, 0, ..., 1, 1, 1])}
2022-09-07 19:05:48.126 | DEBUG | __main__:_evaluate:293 - n_test_repeats: 100, is_parallel: False
2022-09-07 19:05:48.240 | DEBUG | __main__:_test:283 - AUC: 0.45220560000000004
2022-09-07 19:05:48.240 | INFO | __main__:_test:285 - Total test time: 0.1001437590457499 <= std_test_time: 0, seek_test_time: 0, proj_test_time: 0.011436975793913007, model_test_time: 0.0887067832518369
2022-09-07 19:05:48.353 | DEBUG | __main__:_test:283 - AUC: 0.45220560000000004
2022-09-07 19:05:48.354 | INFO | __main__:_test:285 - Total test time: 0.09838237217627466 <= std_test_time: 0, seek_test_time: 0, proj_test_time: 0.01069510425440967, model_test_time: 0.08768726792186499
2022-09-07 19:05:48.468 | DEBUG | __main__:_test:283 - AUC: 0.45220560000000004
2022-09-07 19:05:48.468 | INFO | __main__:_test:285 - Total test time: 0.09980269405059516 <= std_test_time: 0, seek_test_time: 0, proj_test_time: 0.01071230717934668, model_test_time: 0.08909038687124848
2022-09-07 19:05:48.600 | DEBUG | __main__:_test:283 - AUC: 0.45220560000000004
2022-09-07 19:05:48.600 | INFO | __main__:_test:285 - Total test time: 0.11648016888648272 <= std_test_time: 0, seek_test_time: 0, proj_test_time: 0.010720254853367805, model_test_time: 0.10575991403311491
2022-09-07 19:05:48.716 | DEBUG | __main__:_test:283 - AUC: 0.45220560000000004
2022-09-07 19:05:48.716 | INFO | __main__:_test:285 - Total test time: 0.10109247639775276 <= std_test_time: 0, seek_test_time: 0, proj_test_time: 0.010702141094952822, model_test_time: 0.09039033530279994
2022-09-07 19:05:48.837 | DEBUG | __main__:_test:283 - AUC: 0.45220560000000004
2022-09-07 19:05:48.837 | INFO | __main__:_test:285 - Total test time: 0.10521833319216967 <= std_test_time: 0, seek_test_time: 0, proj_test_time: 0.010786473983898759, model_test_time: 0.09443185920827091
2022-09-07 19:05:48.960 | DEBUG | __main__:_test:283 - AUC: 0.45220560000000004
2022-09-07 19:05:48.961 | INFO | __main__:_test:285 - Total test time: 0.10864521702751517 <= std_test_time: 0, seek_test_time: 0, proj_test_time: 0.010793557856231928, model_test_time: 0.09785165917128325
2022-09-07 19:05:49.086 | DEBUG | __main__:_test:283 - AUC: 0.45220560000000004
2022-09-07 19:05:49.086 | INFO | __main__:_test:285 - Total test time: 0.10895324591547251 <= std_test_time: 0, seek_test_time: 0, proj_test_time: 0.010909190867096186, model_test_time: 0.09804405504837632
2022-09-07 19:05:49.206 | DEBUG | __main__:_test:283 - AUC: 0.45220560000000004
2022-09-07 19:05:49.206 | INFO | __main__:_test:285 - Total test time: 0.104684476274997 <= std_test_time: 0, seek_test_time: 0, proj_test_time: 0.011202233145013452, model_test_time: 0.09348224312998354
2022-09-07 19:05:49.324 | DEBUG | __main__:_test:283 - AUC: 0.45220560000000004
2022-09-07 19:05:49.324 | INFO | __main__:_test:285 - Total test time: 0.10353980795480311 <= std_test_time: 0, seek_test_time: 0, proj_test_time: 0.011053020134568214, model_test_time: 0.0924867878202349
2022-09-07 19:05:49.441 | DEBUG | __main__:_test:283 - AUC: 0.45220560000000004
2022-09-07 19:05:49.441 | INFO | __main__:_test:285 - Total test time: 0.10082003427669406 <= std_test_time: 0, seek_test_time: 0, proj_test_time: 0.010963119100779295, model_test_time: 0.08985691517591476
2022-09-07 19:05:49.565 | DEBUG | __main__:_test:283 - AUC: 0.45220560000000004
2022-09-07 19:05:49.566 | INFO | __main__:_test:285 - Total test time: 0.10715459287166595 <= std_test_time: 0, seek_test_time: 0, proj_test_time: 0.010859925067052245, model_test_time: 0.09629466780461371
2022-09-07 19:05:49.684 | DEBUG | __main__:_test:283 - AUC: 0.45220560000000004
2022-09-07 19:05:49.684 | INFO | __main__:_test:285 - Total test time: 0.10338782775215805 <= std_test_time: 0, seek_test_time: 0, proj_test_time: 0.01205890392884612, model_test_time: 0.09132892382331192
2022-09-07 19:05:49.798 | DEBUG | __main__:_test:283 - AUC: 0.45220560000000004
2022-09-07 19:05:49.799 | INFO | __main__:_test:285 - Total test time: 0.09910957119427621 <= std_test_time: 0, seek_test_time: 0, proj_test_time: 0.011023459024727345, model_test_time: 0.08808611216954887
2022-09-07 19:05:49.912 | DEBUG | __main__:_test:283 - AUC: 0.45220560000000004
2022-09-07 19:05:49.912 | INFO | __main__:_test:285 - Total test time: 0.09889726783148944 <= std_test_time: 0, seek_test_time: 0, proj_test_time: 0.010776831768453121, model_test_time: 0.08812043606303632
2022-09-07 19:05:50.038 | DEBUG | __main__:_test:283 - AUC: 0.45220560000000004
2022-09-07 19:05:50.038 | INFO | __main__:_test:285 - Total test time: 0.10745723685249686 <= std_test_time: 0, seek_test_time: 0, proj_test_time: 0.010715697892010212, model_test_time: 0.09674153896048665
2022-09-07 19:05:50.164 | DEBUG | __main__:_test:283 - AUC: 0.45220560000000004
2022-09-07 19:05:50.164 | INFO | __main__:_test:285 - Total test time: 0.1117758306208998 <= std_test_time: 0, seek_test_time: 0, proj_test_time: 0.014442253625020385, model_test_time: 0.09733357699587941
2022-09-07 19:05:50.283 | DEBUG | __main__:_test:283 - AUC: 0.45220560000000004
2022-09-07 19:05:50.283 | INFO | __main__:_test:285 - Total test time: 0.10167164588347077 <= std_test_time: 0, seek_test_time: 0, proj_test_time: 0.01099661085754633, model_test_time: 0.09067503502592444
2022-09-07 19:05:50.411 | DEBUG | __main__:_test:283 - AUC: 0.45220560000000004
2022-09-07 19:05:50.411 | INFO | __main__:_test:285 - Total test time: 0.11140895588323474 <= std_test_time: 0, seek_test_time: 0, proj_test_time: 0.010870542842894793, model_test_time: 0.10053841304033995
2022-09-07 19:05:50.526 | DEBUG | __main__:_test:283 - AUC: 0.45220560000000004
2022-09-07 19:05:50.526 | INFO | __main__:_test:285 - Total test time: 0.10033538122661412 <= std_test_time: 0, seek_test_time: 0, proj_test_time: 0.010858457069844007, model_test_time: 0.08947692415677011
2022-09-07 19:05:50.652 | DEBUG | __main__:_test:283 - AUC: 0.45220560000000004
2022-09-07 19:05:50.652 | INFO | __main__:_test:285 - Total test time: 0.10976480972021818 <= std_test_time: 0, seek_test_time: 0, proj_test_time: 0.012986408779397607, model_test_time: 0.09677840094082057
2022-09-07 19:05:50.772 | DEBUG | __main__:_test:283 - AUC: 0.45220560000000004
2022-09-07 19:05:50.772 | INFO | __main__:_test:285 - Total test time: 0.10378287290222943 <= std_test_time: 0, seek_test_time: 0, proj_test_time: 0.011161698028445244, model_test_time: 0.09262117487378418
2022-09-07 19:05:50.892 | DEBUG | __main__:_test:283 - AUC: 0.45220560000000004
2022-09-07 19:05:50.892 | INFO | __main__:_test:285 - Total test time: 0.105091662844643 <= std_test_time: 0, seek_test_time: 0, proj_test_time: 0.011182432994246483, model_test_time: 0.09390922985039651
2022-09-07 19:05:51.005 | DEBUG | __main__:_test:283 - AUC: 0.45220560000000004
2022-09-07 19:05:51.005 | INFO | __main__:_test:285 - Total test time: 0.09820625931024551 <= std_test_time: 0, seek_test_time: 0, proj_test_time: 0.010646518087014556, model_test_time: 0.08755974122323096
2022-09-07 19:05:51.132 | DEBUG | __main__:_test:283 - AUC: 0.45220560000000004
2022-09-07 19:05:51.133 | INFO | __main__:_test:285 - Total test time: 0.11266597616486251 <= std_test_time: 0, seek_test_time: 0, proj_test_time: 0.011993293883278966, model_test_time: 0.10067268228158355
2022-09-07 19:05:51.246 | DEBUG | __main__:_test:283 - AUC: 0.45220560000000004
2022-09-07 19:05:51.246 | INFO | __main__:_test:285 - Total test time: 0.09752004663459957 <= std_test_time: 0, seek_test_time: 0, proj_test_time: 0.010734063806012273, model_test_time: 0.0867859828285873
2022-09-07 19:05:51.366 | DEBUG | __main__:_test:283 - AUC: 0.45220560000000004
2022-09-07 19:05:51.366 | INFO | __main__:_test:285 - Total test time: 0.10395660297945142 <= std_test_time: 0, seek_test_time: 0, proj_test_time: 0.010832651052623987, model_test_time: 0.09312395192682743
2022-09-07 19:05:51.489 | DEBUG | __main__:_test:283 - AUC: 0.45220560000000004
2022-09-07 19:05:51.490 | INFO | __main__:_test:285 - Total test time: 0.1086197190452367 <= std_test_time: 0, seek_test_time: 0, proj_test_time: 0.01228655711747706, model_test_time: 0.09633316192775965
2022-09-07 19:05:51.640 | DEBUG | __main__:_test:283 - AUC: 0.45220560000000004
2022-09-07 19:05:51.640 | INFO | __main__:_test:285 - Total test time: 0.13539208308793604 <= std_test_time: 0, seek_test_time: 0, proj_test_time: 0.01570536708459258, model_test_time: 0.11968671600334346
2022-09-07 19:05:51.755 | DEBUG | __main__:_test:283 - AUC: 0.45220560000000004
2022-09-07 19:05:51.755 | INFO | __main__:_test:285 - Total test time: 0.0995643858332187 <= std_test_time: 0, seek_test_time: 0, proj_test_time: 0.010806486941874027, model_test_time: 0.08875789889134467
2022-09-07 19:05:51.875 | DEBUG | __main__:_test:283 - AUC: 0.45220560000000004
2022-09-07 19:05:51.875 | INFO | __main__:_test:285 - Total test time: 0.10343405697494745 <= std_test_time: 0, seek_test_time: 0, proj_test_time: 0.011214853031560779, model_test_time: 0.09221920394338667
2022-09-07 19:05:51.991 | DEBUG | __main__:_test:283 - AUC: 0.45220560000000004
2022-09-07 19:05:51.991 | INFO | __main__:_test:285 - Total test time: 0.09976484999060631 <= std_test_time: 0, seek_test_time: 0, proj_test_time: 0.011802101042121649, model_test_time: 0.08796274894848466
2022-09-07 19:05:52.116 | DEBUG | __main__:_test:283 - AUC: 0.45220560000000004
2022-09-07 19:05:52.116 | INFO | __main__:_test:285 - Total test time: 0.11004331312142313 <= std_test_time: 0, seek_test_time: 0, proj_test_time: 0.010954649886116385, model_test_time: 0.09908866323530674
2022-09-07 19:05:52.230 | DEBUG | __main__:_test:283 - AUC: 0.45220560000000004
2022-09-07 19:05:52.230 | INFO | __main__:_test:285 - Total test time: 0.09809087007306516 <= std_test_time: 0, seek_test_time: 0, proj_test_time: 0.010744234081357718, model_test_time: 0.08734663599170744
2022-09-07 19:05:52.347 | DEBUG | __main__:_test:283 - AUC: 0.45220560000000004
2022-09-07 19:05:52.347 | INFO | __main__:_test:285 - Total test time: 0.10192578425630927 <= std_test_time: 0, seek_test_time: 0, proj_test_time: 0.011040955316275358, model_test_time: 0.09088482894003391
2022-09-07 19:05:52.471 | DEBUG | __main__:_test:283 - AUC: 0.45220560000000004
2022-09-07 19:05:52.471 | INFO | __main__:_test:285 - Total test time: 0.10860996088013053 <= std_test_time: 0, seek_test_time: 0, proj_test_time: 0.011136564891785383, model_test_time: 0.09747339598834515
2022-09-07 19:05:52.601 | DEBUG | __main__:_test:283 - AUC: 0.45220560000000004
2022-09-07 19:05:52.601 | INFO | __main__:_test:285 - Total test time: 0.11141920858062804 <= std_test_time: 0, seek_test_time: 0, proj_test_time: 0.01111331325955689, model_test_time: 0.10030589532107115
2022-09-07 19:05:52.714 | DEBUG | __main__:_test:283 - AUC: 0.45220560000000004
2022-09-07 19:05:52.714 | INFO | __main__:_test:285 - Total test time: 0.09837553487159312 <= std_test_time: 0, seek_test_time: 0, proj_test_time: 0.010846206918358803, model_test_time: 0.08752932795323431
2022-09-07 19:05:52.848 | DEBUG | __main__:_test:283 - AUC: 0.45220560000000004
2022-09-07 19:05:52.848 | INFO | __main__:_test:285 - Total test time: 0.11622389312833548 <= std_test_time: 0, seek_test_time: 0, proj_test_time: 0.016182980267331004, model_test_time: 0.10004091286100447
2022-09-07 19:05:52.964 | DEBUG | __main__:_test:283 - AUC: 0.45220560000000004
2022-09-07 19:05:52.964 | INFO | __main__:_test:285 - Total test time: 0.10124355764128268 <= std_test_time: 0, seek_test_time: 0, proj_test_time: 0.01211284683085978, model_test_time: 0.0891307108104229
2022-09-07 19:05:53.092 | DEBUG | __main__:_test:283 - AUC: 0.45220560000000004
2022-09-07 19:05:53.092 | INFO | __main__:_test:285 - Total test time: 0.10675235488452017 <= std_test_time: 0, seek_test_time: 0, proj_test_time: 0.010495280846953392, model_test_time: 0.09625707403756678
2022-09-07 19:05:53.211 | DEBUG | __main__:_test:283 - AUC: 0.45220560000000004
2022-09-07 19:05:53.211 | INFO | __main__:_test:285 - Total test time: 0.10381108964793384 <= std_test_time: 0, seek_test_time: 0, proj_test_time: 0.013016549870371819, model_test_time: 0.09079453977756202
2022-09-07 19:05:53.330 | DEBUG | __main__:_test:283 - AUC: 0.45220560000000004
2022-09-07 19:05:53.330 | INFO | __main__:_test:285 - Total test time: 0.10335928807035089 <= std_test_time: 0, seek_test_time: 0, proj_test_time: 0.011847242014482617, model_test_time: 0.09151204605586827
2022-09-07 19:05:53.449 | DEBUG | __main__:_test:283 - AUC: 0.45220560000000004
2022-09-07 19:05:53.449 | INFO | __main__:_test:285 - Total test time: 0.10348760592751205 <= std_test_time: 0, seek_test_time: 0, proj_test_time: 0.01093968190252781, model_test_time: 0.09254792402498424
2022-09-07 19:05:53.573 | DEBUG | __main__:_test:283 - AUC: 0.45220560000000004
2022-09-07 19:05:53.573 | INFO | __main__:_test:285 - Total test time: 0.09961274778470397 <= std_test_time: 0, seek_test_time: 0, proj_test_time: 0.011046601692214608, model_test_time: 0.08856614609248936
2022-09-07 19:05:53.694 | DEBUG | __main__:_test:283 - AUC: 0.45220560000000004
2022-09-07 19:05:53.694 | INFO | __main__:_test:285 - Total test time: 0.10620260774157941 <= std_test_time: 0, seek_test_time: 0, proj_test_time: 0.015457776840776205, model_test_time: 0.09074483090080321
2022-09-07 19:05:53.817 | DEBUG | __main__:_test:283 - AUC: 0.45220560000000004
2022-09-07 19:05:53.817 | INFO | __main__:_test:285 - Total test time: 0.10760368523187935 <= std_test_time: 0, seek_test_time: 0, proj_test_time: 0.01083104801364243, model_test_time: 0.09677263721823692
2022-09-07 19:05:53.949 | DEBUG | __main__:_test:283 - AUC: 0.45220560000000004
2022-09-07 19:05:53.950 | INFO | __main__:_test:285 - Total test time: 0.1151497601531446 <= std_test_time: 0, seek_test_time: 0, proj_test_time: 0.011198379099369049, model_test_time: 0.10395138105377555
2022-09-07 19:05:54.074 | DEBUG | __main__:_test:283 - AUC: 0.45220560000000004
2022-09-07 19:05:54.074 | INFO | __main__:_test:285 - Total test time: 0.10483935521915555 <= std_test_time: 0, seek_test_time: 0, proj_test_time: 0.011422492330893874, model_test_time: 0.09341686288826168
2022-09-07 19:05:54.198 | DEBUG | __main__:_test:283 - AUC: 0.45220560000000004
2022-09-07 19:05:54.198 | INFO | __main__:_test:285 - Total test time: 0.10890208324417472 <= std_test_time: 0, seek_test_time: 0, proj_test_time: 0.014216282172128558, model_test_time: 0.09468580107204616
2022-09-07 19:05:54.317 | DEBUG | __main__:_test:283 - AUC: 0.45220560000000004
2022-09-07 19:05:54.317 | INFO | __main__:_test:285 - Total test time: 0.10350442118942738 <= std_test_time: 0, seek_test_time: 0, proj_test_time: 0.01049048313871026, model_test_time: 0.09301393805071712
2022-09-07 19:05:54.433 | DEBUG | __main__:_test:283 - AUC: 0.45220560000000004
2022-09-07 19:05:54.433 | INFO | __main__:_test:285 - Total test time: 0.10001759207807481 <= std_test_time: 0, seek_test_time: 0, proj_test_time: 0.010882406029850245, model_test_time: 0.08913518604822457
2022-09-07 19:05:54.549 | DEBUG | __main__:_test:283 - AUC: 0.45220560000000004
2022-09-07 19:05:54.549 | INFO | __main__:_test:285 - Total test time: 0.10007517598569393 <= std_test_time: 0, seek_test_time: 0, proj_test_time: 0.011078912066295743, model_test_time: 0.08899626391939819
2022-09-07 19:05:54.673 | DEBUG | __main__:_test:283 - AUC: 0.45220560000000004
2022-09-07 19:05:54.674 | INFO | __main__:_test:285 - Total test time: 0.10814188490621746 <= std_test_time: 0, seek_test_time: 0, proj_test_time: 0.01166262710466981, model_test_time: 0.09647925780154765
2022-09-07 19:05:54.789 | DEBUG | __main__:_test:283 - AUC: 0.45220560000000004
2022-09-07 19:05:54.790 | INFO | __main__:_test:285 - Total test time: 0.10030262637883425 <= std_test_time: 0, seek_test_time: 0, proj_test_time: 0.011168755125254393, model_test_time: 0.08913387125357985
2022-09-07 19:05:54.915 | DEBUG | __main__:_test:283 - AUC: 0.45220560000000004
2022-09-07 19:05:54.915 | INFO | __main__:_test:285 - Total test time: 0.10952984495088458 <= std_test_time: 0, seek_test_time: 0, proj_test_time: 0.010962803149595857, model_test_time: 0.09856704180128872
2022-09-07 19:05:55.033 | DEBUG | __main__:_test:283 - AUC: 0.45220560000000004
2022-09-07 19:05:55.034 | INFO | __main__:_test:285 - Total test time: 0.1021433831192553 <= std_test_time: 0, seek_test_time: 0, proj_test_time: 0.011348782107234001, model_test_time: 0.0907946010120213
2022-09-07 19:05:55.168 | DEBUG | __main__:_test:283 - AUC: 0.45220560000000004
2022-09-07 19:05:55.168 | INFO | __main__:_test:285 - Total test time: 0.11814268189482391 <= std_test_time: 0, seek_test_time: 0, proj_test_time: 0.016583479940891266, model_test_time: 0.10155920195393264
2022-09-07 19:05:55.298 | DEBUG | __main__:_test:283 - AUC: 0.45220560000000004
2022-09-07 19:05:55.299 | INFO | __main__:_test:285 - Total test time: 0.11321446392685175 <= std_test_time: 0, seek_test_time: 0, proj_test_time: 0.011485750088468194, model_test_time: 0.10172871383838356
2022-09-07 19:05:55.418 | DEBUG | __main__:_test:283 - AUC: 0.45220560000000004
2022-09-07 19:05:55.419 | INFO | __main__:_test:285 - Total test time: 0.10494074202142656 <= std_test_time: 0, seek_test_time: 0, proj_test_time: 0.013430237071588635, model_test_time: 0.09151050494983792
2022-09-07 19:05:55.540 | DEBUG | __main__:_test:283 - AUC: 0.45220560000000004
2022-09-07 19:05:55.541 | INFO | __main__:_test:285 - Total test time: 0.10027160914614797 <= std_test_time: 0, seek_test_time: 0, proj_test_time: 0.011383634991943836, model_test_time: 0.08888797415420413
2022-09-07 19:05:55.662 | DEBUG | __main__:_test:283 - AUC: 0.45220560000000004
2022-09-07 19:05:55.662 | INFO | __main__:_test:285 - Total test time: 0.10665029590018094 <= std_test_time: 0, seek_test_time: 0, proj_test_time: 0.014274636982008815, model_test_time: 0.09237565891817212
2022-09-07 19:05:55.785 | DEBUG | __main__:_test:283 - AUC: 0.45220560000000004
2022-09-07 19:05:55.785 | INFO | __main__:_test:285 - Total test time: 0.1063945647329092 <= std_test_time: 0, seek_test_time: 0, proj_test_time: 0.013248493894934654, model_test_time: 0.09314607083797455
2022-09-07 19:05:55.904 | DEBUG | __main__:_test:283 - AUC: 0.45220560000000004
2022-09-07 19:05:55.904 | INFO | __main__:_test:285 - Total test time: 0.10358560690656304 <= std_test_time: 0, seek_test_time: 0, proj_test_time: 0.010694470955058932, model_test_time: 0.09289113595150411
2022-09-07 19:05:56.024 | DEBUG | __main__:_test:283 - AUC: 0.45220560000000004
2022-09-07 19:05:56.024 | INFO | __main__:_test:285 - Total test time: 0.10321796778589487 <= std_test_time: 0, seek_test_time: 0, proj_test_time: 0.011174314888194203, model_test_time: 0.09204365289770067
2022-09-07 19:05:56.160 | DEBUG | __main__:_test:283 - AUC: 0.45220560000000004
2022-09-07 19:05:56.160 | INFO | __main__:_test:285 - Total test time: 0.12047285749576986 <= std_test_time: 0, seek_test_time: 0, proj_test_time: 0.010877192253246903, model_test_time: 0.10959566524252295
2022-09-07 19:05:56.289 | DEBUG | __main__:_test:283 - AUC: 0.45220560000000004
2022-09-07 19:05:56.289 | INFO | __main__:_test:285 - Total test time: 0.1123296117875725 <= std_test_time: 0, seek_test_time: 0, proj_test_time: 0.010829761857166886, model_test_time: 0.10149984993040562
2022-09-07 19:05:56.415 | DEBUG | __main__:_test:283 - AUC: 0.45220560000000004
2022-09-07 19:05:56.415 | INFO | __main__:_test:285 - Total test time: 0.11048921523615718 <= std_test_time: 0, seek_test_time: 0, proj_test_time: 0.011191255180165172, model_test_time: 0.09929796005599201
2022-09-07 19:05:56.532 | DEBUG | __main__:_test:283 - AUC: 0.45220560000000004
2022-09-07 19:05:56.532 | INFO | __main__:_test:285 - Total test time: 0.10031523671932518 <= std_test_time: 0, seek_test_time: 0, proj_test_time: 0.011280063772574067, model_test_time: 0.08903517294675112
2022-09-07 19:05:56.660 | DEBUG | __main__:_test:283 - AUC: 0.45220560000000004
2022-09-07 19:05:56.660 | INFO | __main__:_test:285 - Total test time: 0.11284828907810152 <= std_test_time: 0, seek_test_time: 0, proj_test_time: 0.013885354157537222, model_test_time: 0.0989629349205643
2022-09-07 19:05:56.790 | DEBUG | __main__:_test:283 - AUC: 0.45220560000000004
2022-09-07 19:05:56.790 | INFO | __main__:_test:285 - Total test time: 0.1110749610234052 <= std_test_time: 0, seek_test_time: 0, proj_test_time: 0.010932431323453784, model_test_time: 0.10014252969995141
2022-09-07 19:05:56.917 | DEBUG | __main__:_test:283 - AUC: 0.45220560000000004
2022-09-07 19:05:56.917 | INFO | __main__:_test:285 - Total test time: 0.11176828108727932 <= std_test_time: 0, seek_test_time: 0, proj_test_time: 0.017375570023432374, model_test_time: 0.09439271106384695
2022-09-07 19:05:57.037 | DEBUG | __main__:_test:283 - AUC: 0.45220560000000004
2022-09-07 19:05:57.037 | INFO | __main__:_test:285 - Total test time: 0.10326706245541573 <= std_test_time: 0, seek_test_time: 0, proj_test_time: 0.010937075363472104, model_test_time: 0.09232998709194362
2022-09-07 19:05:57.159 | DEBUG | __main__:_test:283 - AUC: 0.45220560000000004
2022-09-07 19:05:57.159 | INFO | __main__:_test:285 - Total test time: 0.1066032110247761 <= std_test_time: 0, seek_test_time: 0, proj_test_time: 0.01133843814022839, model_test_time: 0.09526477288454771
2022-09-07 19:05:57.286 | DEBUG | __main__:_test:283 - AUC: 0.45220560000000004
2022-09-07 19:05:57.286 | INFO | __main__:_test:285 - Total test time: 0.10826944233849645 <= std_test_time: 0, seek_test_time: 0, proj_test_time: 0.010980304097756743, model_test_time: 0.0972891382407397
2022-09-07 19:05:57.434 | DEBUG | __main__:_test:283 - AUC: 0.45220560000000004
2022-09-07 19:05:57.435 | INFO | __main__:_test:285 - Total test time: 0.13229449768550694 <= std_test_time: 0, seek_test_time: 0, proj_test_time: 0.01132041378878057, model_test_time: 0.12097408389672637
2022-09-07 19:05:57.561 | DEBUG | __main__:_test:283 - AUC: 0.45220560000000004
2022-09-07 19:05:57.561 | INFO | __main__:_test:285 - Total test time: 0.10620069690048695 <= std_test_time: 0, seek_test_time: 0, proj_test_time: 0.012130556860938668, model_test_time: 0.09407014003954828
2022-09-07 19:05:57.869 | DEBUG | __main__:_test:283 - AUC: 0.45220560000000004
2022-09-07 19:05:57.869 | INFO | __main__:_test:285 - Total test time: 0.2694993477780372 <= std_test_time: 0, seek_test_time: 0, proj_test_time: 0.018744940869510174, model_test_time: 0.250754406908527
2022-09-07 19:05:58.036 | DEBUG | __main__:_test:283 - AUC: 0.45220560000000004
2022-09-07 19:05:58.037 | INFO | __main__:_test:285 - Total test time: 0.14751642802730203 <= std_test_time: 0, seek_test_time: 0, proj_test_time: 0.023803828982636333, model_test_time: 0.1237125990446657
2022-09-07 19:05:58.233 | DEBUG | __main__:_test:283 - AUC: 0.45220560000000004
2022-09-07 19:05:58.233 | INFO | __main__:_test:285 - Total test time: 0.17545330617576838 <= std_test_time: 0, seek_test_time: 0, proj_test_time: 0.01976271695457399, model_test_time: 0.1556905892211944
2022-09-07 19:05:58.380 | DEBUG | __main__:_test:283 - AUC: 0.45220560000000004
2022-09-07 19:05:58.380 | INFO | __main__:_test:285 - Total test time: 0.12867979519069195 <= std_test_time: 0, seek_test_time: 0, proj_test_time: 0.015037707053124905, model_test_time: 0.11364208813756704
2022-09-07 19:05:58.499 | DEBUG | __main__:_test:283 - AUC: 0.45220560000000004
2022-09-07 19:05:58.499 | INFO | __main__:_test:285 - Total test time: 0.10356116527691483 <= std_test_time: 0, seek_test_time: 0, proj_test_time: 0.012128041125833988, model_test_time: 0.09143312415108085
2022-09-07 19:05:58.634 | DEBUG | __main__:_test:283 - AUC: 0.45220560000000004
2022-09-07 19:05:58.635 | INFO | __main__:_test:285 - Total test time: 0.12014597002416849 <= std_test_time: 0, seek_test_time: 0, proj_test_time: 0.010870569152757525, model_test_time: 0.10927540087141097
2022-09-07 19:05:58.766 | DEBUG | __main__:_test:283 - AUC: 0.45220560000000004
2022-09-07 19:05:58.766 | INFO | __main__:_test:285 - Total test time: 0.11290230159647763 <= std_test_time: 0, seek_test_time: 0, proj_test_time: 0.011936847819015384, model_test_time: 0.10096545377746224
2022-09-07 19:05:58.913 | DEBUG | __main__:_test:283 - AUC: 0.45220560000000004
2022-09-07 19:05:58.913 | INFO | __main__:_test:285 - Total test time: 0.13144909380935133 <= std_test_time: 0, seek_test_time: 0, proj_test_time: 0.010914944810792804, model_test_time: 0.12053414899855852
2022-09-07 19:05:59.030 | DEBUG | __main__:_test:283 - AUC: 0.45220560000000004
2022-09-07 19:05:59.030 | INFO | __main__:_test:285 - Total test time: 0.10016404860652983 <= std_test_time: 0, seek_test_time: 0, proj_test_time: 0.010907302610576153, model_test_time: 0.08925674599595368
2022-09-07 19:05:59.155 | DEBUG | __main__:_test:283 - AUC: 0.45220560000000004
2022-09-07 19:05:59.155 | INFO | __main__:_test:285 - Total test time: 0.10953515721485019 <= std_test_time: 0, seek_test_time: 0, proj_test_time: 0.010714020812883973, model_test_time: 0.09882113640196621
2022-09-07 19:05:59.306 | DEBUG | __main__:_test:283 - AUC: 0.45220560000000004
2022-09-07 19:05:59.306 | INFO | __main__:_test:285 - Total test time: 0.1318069058470428 <= std_test_time: 0, seek_test_time: 0, proj_test_time: 0.011017748853191733, model_test_time: 0.12078915699385107
2022-09-07 19:05:59.424 | DEBUG | __main__:_test:283 - AUC: 0.45220560000000004
2022-09-07 19:05:59.425 | INFO | __main__:_test:285 - Total test time: 0.10321442317217588 <= std_test_time: 0, seek_test_time: 0, proj_test_time: 0.01049576816149056, model_test_time: 0.09271865501068532
2022-09-07 19:05:59.542 | DEBUG | __main__:_test:283 - AUC: 0.45220560000000004
2022-09-07 19:05:59.542 | INFO | __main__:_test:285 - Total test time: 0.0993418178986758 <= std_test_time: 0, seek_test_time: 0, proj_test_time: 0.011195915983989835, model_test_time: 0.08814590191468596
2022-09-07 19:05:59.671 | DEBUG | __main__:_test:283 - AUC: 0.45220560000000004
2022-09-07 19:05:59.672 | INFO | __main__:_test:285 - Total test time: 0.11391088576056063 <= std_test_time: 0, seek_test_time: 0, proj_test_time: 0.01135532883927226, model_test_time: 0.10255555692128837
2022-09-07 19:05:59.795 | DEBUG | __main__:_test:283 - AUC: 0.45220560000000004
2022-09-07 19:05:59.795 | INFO | __main__:_test:285 - Total test time: 0.1083963536657393 <= std_test_time: 0, seek_test_time: 0, proj_test_time: 0.011051903944462538, model_test_time: 0.09734444972127676
2022-09-07 19:05:59.913 | DEBUG | __main__:_test:283 - AUC: 0.45220560000000004
2022-09-07 19:05:59.914 | INFO | __main__:_test:285 - Total test time: 0.10325700603425503 <= std_test_time: 0, seek_test_time: 0, proj_test_time: 0.010886285919696093, model_test_time: 0.09237072011455894
2022-09-07 19:06:00.055 | DEBUG | __main__:_test:283 - AUC: 0.45220560000000004
2022-09-07 19:06:00.055 | INFO | __main__:_test:285 - Total test time: 0.1193297381978482 <= std_test_time: 0, seek_test_time: 0, proj_test_time: 0.010778611060231924, model_test_time: 0.10855112713761628
2022-09-07 19:06:00.192 | DEBUG | __main__:_test:283 - AUC: 0.45220560000000004
2022-09-07 19:06:00.192 | INFO | __main__:_test:285 - Total test time: 0.12015010346658528 <= std_test_time: 0, seek_test_time: 0, proj_test_time: 0.016509830253198743, model_test_time: 0.10364027321338654
2022-09-07 19:06:00.315 | DEBUG | __main__:_test:283 - AUC: 0.45220560000000004
2022-09-07 19:06:00.315 | INFO | __main__:_test:285 - Total test time: 0.10768511914648116 <= std_test_time: 0, seek_test_time: 0, proj_test_time: 0.011959098046645522, model_test_time: 0.09572602109983563
2022-09-07 19:06:00.434 | DEBUG | __main__:_test:283 - AUC: 0.45220560000000004
2022-09-07 19:06:00.435 | INFO | __main__:_test:285 - Total test time: 0.10432877717539668 <= std_test_time: 0, seek_test_time: 0, proj_test_time: 0.010798061033710837, model_test_time: 0.09353071614168584
2022-09-07 19:06:00.553 | DEBUG | __main__:_test:283 - AUC: 0.45220560000000004
2022-09-07 19:06:00.553 | INFO | __main__:_test:285 - Total test time: 0.10128996265120804 <= std_test_time: 0, seek_test_time: 0, proj_test_time: 0.011071581393480301, model_test_time: 0.09021838125772774
2022-09-07 19:06:00.676 | DEBUG | __main__:_test:283 - AUC: 0.45220560000000004
2022-09-07 19:06:00.676 | INFO | __main__:_test:285 - Total test time: 0.10828162566758692 <= std_test_time: 0, seek_test_time: 0, proj_test_time: 0.011004730826243758, model_test_time: 0.09727689484134316
2022-09-07 19:06:00.792 | DEBUG | __main__:_test:283 - AUC: 0.45220560000000004
2022-09-07 19:06:00.793 | INFO | __main__:_test:285 - Total test time: 0.101322386180982 <= std_test_time: 0, seek_test_time: 0, proj_test_time: 0.010844574077054858, model_test_time: 0.09047781210392714
2022-09-07 19:06:00.795 | DEBUG | __main__:_evaluate:319 - test_res: {'test_time': 0.11009664863580838, 'test_auc': 0.4522056, 'times': [0.1001437590457499, 0.09838237217627466, 0.09980269405059516, 0.11648016888648272, 0.10109247639775276, 0.10521833319216967, 0.10864521702751517, 0.10895324591547251, 0.104684476274997, 0.10353980795480311, 0.10082003427669406, 0.10715459287166595, 0.10338782775215805, 0.09910957119427621, 0.09889726783148944, 0.10745723685249686, 0.1117758306208998, 0.10167164588347077, 0.11140895588323474, 0.10033538122661412, 0.10976480972021818, 0.10378287290222943, 0.105091662844643, 0.09820625931024551, 0.11266597616486251, 0.09752004663459957, 0.10395660297945142, 0.1086197190452367, 0.13539208308793604, 0.0995643858332187, 0.10343405697494745, 0.09976484999060631, 0.11004331312142313, 0.09809087007306516, 0.10192578425630927, 0.10860996088013053, 0.11141920858062804, 0.09837553487159312, 0.11622389312833548, 0.10124355764128268, 0.10675235488452017, 0.10381108964793384, 0.10335928807035089, 0.10348760592751205, 0.09961274778470397, 0.10620260774157941, 0.10760368523187935, 0.1151497601531446, 0.10483935521915555, 0.10890208324417472, 0.10350442118942738, 0.10001759207807481, 0.10007517598569393, 0.10814188490621746, 0.10030262637883425, 0.10952984495088458, 0.1021433831192553, 0.11814268189482391, 0.11321446392685175, 0.10494074202142656, 0.10027160914614797, 0.10665029590018094, 0.1063945647329092, 0.10358560690656304, 0.10321796778589487, 0.12047285749576986, 0.1123296117875725, 0.11048921523615718, 0.10031523671932518, 0.11284828907810152, 0.1110749610234052, 0.11176828108727932, 0.10326706245541573, 0.1066032110247761, 0.10826944233849645, 0.13229449768550694, 0.10620069690048695, 0.2694993477780372, 0.14751642802730203, 0.17545330617576838, 0.12867979519069195, 0.10356116527691483, 0.12014597002416849, 0.11290230159647763, 0.13144909380935133, 0.10016404860652983, 0.10953515721485019, 0.1318069058470428, 0.10321442317217588, 0.0993418178986758, 0.11391088576056063, 0.1083963536657393, 0.10325700603425503, 0.1193297381978482, 0.12015010346658528, 0.10768511914648116, 0.10432877717539668, 0.10128996265120804, 0.10828162566758692, 0.101322386180982], 'aucs': [0.45220560000000004, 0.45220560000000004, 0.45220560000000004, 0.45220560000000004, 0.45220560000000004, 0.45220560000000004, 0.45220560000000004, 0.45220560000000004, 0.45220560000000004, 0.45220560000000004, 0.45220560000000004, 0.45220560000000004, 0.45220560000000004, 0.45220560000000004, 0.45220560000000004, 0.45220560000000004, 0.45220560000000004, 0.45220560000000004, 0.45220560000000004, 0.45220560000000004, 0.45220560000000004, 0.45220560000000004, 0.45220560000000004, 0.45220560000000004, 0.45220560000000004, 0.45220560000000004, 0.45220560000000004, 0.45220560000000004, 0.45220560000000004, 0.45220560000000004, 0.45220560000000004, 0.45220560000000004, 0.45220560000000004, 0.45220560000000004, 0.45220560000000004, 0.45220560000000004, 0.45220560000000004, 0.45220560000000004, 0.45220560000000004, 0.45220560000000004, 0.45220560000000004, 0.45220560000000004, 0.45220560000000004, 0.45220560000000004, 0.45220560000000004, 0.45220560000000004, 0.45220560000000004, 0.45220560000000004, 0.45220560000000004, 0.45220560000000004, 0.45220560000000004, 0.45220560000000004, 0.45220560000000004, 0.45220560000000004, 0.45220560000000004, 0.45220560000000004, 0.45220560000000004, 0.45220560000000004, 0.45220560000000004, 0.45220560000000004, 0.45220560000000004, 0.45220560000000004, 0.45220560000000004, 0.45220560000000004, 0.45220560000000004, 0.45220560000000004, 0.45220560000000004, 0.45220560000000004, 0.45220560000000004, 0.45220560000000004, 0.45220560000000004, 0.45220560000000004, 0.45220560000000004, 0.45220560000000004, 0.45220560000000004, 0.45220560000000004, 0.45220560000000004, 0.45220560000000004, 0.45220560000000004, 0.45220560000000004, 0.45220560000000004, 0.45220560000000004, 0.45220560000000004, 0.45220560000000004, 0.45220560000000004, 0.45220560000000004, 0.45220560000000004, 0.45220560000000004, 0.45220560000000004, 0.45220560000000004, 0.45220560000000004, 0.45220560000000004, 0.45220560000000004, 0.45220560000000004, 0.45220560000000004, 0.45220560000000004, 0.45220560000000004, 0.45220560000000004, 0.45220560000000004, 0.45220560000000004], 'test_shape': (5000, 23), 'y': Counter({0: 2500, 1: 2500}), 'X_test': array([[ 0.11, 74. , 0. , ..., 0. , 0. , 0. ],
[ 0.13, 74. , 0. , ..., 0. , 0. , 0. ],
[ 0.11, 74. , 0. , ..., 0. , 0. , 0. ],
...,
[ 1. , 74. , 2.08, ..., 0. , 0. , 0. ],
[ 0.02, 74. , 0.02, ..., 0. , 0. , 0. ],
[ 1. , 74. , 2.08, ..., 0. , 0. , 0. ]]), 'y_test': array([0, 0, 0, ..., 1, 1, 1])}
2022-09-07 19:06:00.796 | DEBUG | __main__:_evaluate:293 - n_test_repeats: 100, is_parallel: False
2022-09-07 19:06:00.921 | DEBUG | __main__:_test:283 - AUC: 0.46604912
2022-09-07 19:06:00.921 | INFO | __main__:_test:285 - Total test time: 0.10984690301120281 <= std_test_time: 0, seek_test_time: 0, proj_test_time: 0.01406883099116385, model_test_time: 0.09577807202003896
2022-09-07 19:06:01.043 | DEBUG | __main__:_test:283 - AUC: 0.46604912
2022-09-07 19:06:01.043 | INFO | __main__:_test:285 - Total test time: 0.10673403716646135 <= std_test_time: 0, seek_test_time: 0, proj_test_time: 0.011034728959202766, model_test_time: 0.09569930820725858
2022-09-07 19:06:01.171 | DEBUG | __main__:_test:283 - AUC: 0.46604912
2022-09-07 19:06:01.172 | INFO | __main__:_test:285 - Total test time: 0.11283023958094418 <= std_test_time: 0, seek_test_time: 0, proj_test_time: 0.014039822621271014, model_test_time: 0.09879041695967317
2022-09-07 19:06:01.295 | DEBUG | __main__:_test:283 - AUC: 0.46604912
2022-09-07 19:06:01.295 | INFO | __main__:_test:285 - Total test time: 0.10928825102746487 <= std_test_time: 0, seek_test_time: 0, proj_test_time: 0.010827647987753153, model_test_time: 0.09846060303971171
2022-09-07 19:06:01.415 | DEBUG | __main__:_test:283 - AUC: 0.46604912
2022-09-07 19:06:01.415 | INFO | __main__:_test:285 - Total test time: 0.10443182499147952 <= std_test_time: 0, seek_test_time: 0, proj_test_time: 0.010959739098325372, model_test_time: 0.09347208589315414
2022-09-07 19:06:01.531 | DEBUG | __main__:_test:283 - AUC: 0.46604912
2022-09-07 19:06:01.531 | INFO | __main__:_test:285 - Total test time: 0.10062298481352627 <= std_test_time: 0, seek_test_time: 0, proj_test_time: 0.011145679745823145, model_test_time: 0.08947730506770313
2022-09-07 19:06:01.655 | DEBUG | __main__:_test:283 - AUC: 0.46604912
2022-09-07 19:06:01.655 | INFO | __main__:_test:285 - Total test time: 0.10611847997643054 <= std_test_time: 0, seek_test_time: 0, proj_test_time: 0.01253440696746111, model_test_time: 0.09358407300896943
2022-09-07 19:06:01.771 | DEBUG | __main__:_test:283 - AUC: 0.46604912
2022-09-07 19:06:01.771 | INFO | __main__:_test:285 - Total test time: 0.10051137115806341 <= std_test_time: 0, seek_test_time: 0, proj_test_time: 0.010785847203806043, model_test_time: 0.08972552395425737
2022-09-07 19:06:01.890 | DEBUG | __main__:_test:283 - AUC: 0.46604912
2022-09-07 19:06:01.890 | INFO | __main__:_test:285 - Total test time: 0.10424632299691439 <= std_test_time: 0, seek_test_time: 0, proj_test_time: 0.010995666030794382, model_test_time: 0.09325065696612
2022-09-07 19:06:02.003 | DEBUG | __main__:_test:283 - AUC: 0.46604912
2022-09-07 19:06:02.003 | INFO | __main__:_test:285 - Total test time: 0.09774241503328085 <= std_test_time: 0, seek_test_time: 0, proj_test_time: 0.010746498126536608, model_test_time: 0.08699591690674424
2022-09-07 19:06:02.135 | DEBUG | __main__:_test:283 - AUC: 0.46604912
2022-09-07 19:06:02.135 | INFO | __main__:_test:285 - Total test time: 0.11221220600418746 <= std_test_time: 0, seek_test_time: 0, proj_test_time: 0.010639267973601818, model_test_time: 0.10157293803058565
2022-09-07 19:06:02.255 | DEBUG | __main__:_test:283 - AUC: 0.46604912
2022-09-07 19:06:02.255 | INFO | __main__:_test:285 - Total test time: 0.10506253223866224 <= std_test_time: 0, seek_test_time: 0, proj_test_time: 0.010912419995293021, model_test_time: 0.09415011224336922
2022-09-07 19:06:02.372 | DEBUG | __main__:_test:283 - AUC: 0.46604912
2022-09-07 19:06:02.372 | INFO | __main__:_test:285 - Total test time: 0.10162875428795815 <= std_test_time: 0, seek_test_time: 0, proj_test_time: 0.010845791082829237, model_test_time: 0.09078296320512891
2022-09-07 19:06:02.490 | DEBUG | __main__:_test:283 - AUC: 0.46604912
2022-09-07 19:06:02.490 | INFO | __main__:_test:285 - Total test time: 0.10280026774853468 <= std_test_time: 0, seek_test_time: 0, proj_test_time: 0.015138781862333417, model_test_time: 0.08766148588620126
2022-09-07 19:06:02.607 | DEBUG | __main__:_test:283 - AUC: 0.46604912
2022-09-07 19:06:02.607 | INFO | __main__:_test:285 - Total test time: 0.10209102090448141 <= std_test_time: 0, seek_test_time: 0, proj_test_time: 0.010550551116466522, model_test_time: 0.09154046978801489
2022-09-07 19:06:02.734 | DEBUG | __main__:_test:283 - AUC: 0.46604912
2022-09-07 19:06:02.734 | INFO | __main__:_test:285 - Total test time: 0.10937207657843828 <= std_test_time: 0, seek_test_time: 0, proj_test_time: 0.010990862734615803, model_test_time: 0.09838121384382248
2022-09-07 19:06:02.848 | DEBUG | __main__:_test:283 - AUC: 0.46604912
2022-09-07 19:06:02.849 | INFO | __main__:_test:285 - Total test time: 0.0991257424466312 <= std_test_time: 0, seek_test_time: 0, proj_test_time: 0.012303950265049934, model_test_time: 0.08682179218158126
2022-09-07 19:06:02.963 | DEBUG | __main__:_test:283 - AUC: 0.46604912
2022-09-07 19:06:02.963 | INFO | __main__:_test:285 - Total test time: 0.09955631522461772 <= std_test_time: 0, seek_test_time: 0, proj_test_time: 0.012164065148681402, model_test_time: 0.08739225007593632
2022-09-07 19:06:03.078 | DEBUG | __main__:_test:283 - AUC: 0.46604912
2022-09-07 19:06:03.078 | INFO | __main__:_test:285 - Total test time: 0.09962667780928314 <= std_test_time: 0, seek_test_time: 0, proj_test_time: 0.010958771919831634, model_test_time: 0.0886679058894515
2022-09-07 19:06:03.212 | DEBUG | __main__:_test:283 - AUC: 0.46604912
2022-09-07 19:06:03.213 | INFO | __main__:_test:285 - Total test time: 0.11883937404491007 <= std_test_time: 0, seek_test_time: 0, proj_test_time: 0.011704050935804844, model_test_time: 0.10713532310910523
2022-09-07 19:06:03.332 | DEBUG | __main__:_test:283 - AUC: 0.46604912
2022-09-07 19:06:03.332 | INFO | __main__:_test:285 - Total test time: 0.10364605882205069 <= std_test_time: 0, seek_test_time: 0, proj_test_time: 0.011382780969142914, model_test_time: 0.09226327785290778
2022-09-07 19:06:03.446 | DEBUG | __main__:_test:283 - AUC: 0.46604912
2022-09-07 19:06:03.446 | INFO | __main__:_test:285 - Total test time: 0.09891016967594624 <= std_test_time: 0, seek_test_time: 0, proj_test_time: 0.011049498803913593, model_test_time: 0.08786067087203264
2022-09-07 19:06:03.598 | DEBUG | __main__:_test:283 - AUC: 0.46604912
2022-09-07 19:06:03.598 | INFO | __main__:_test:285 - Total test time: 0.12553029716946185 <= std_test_time: 0, seek_test_time: 0, proj_test_time: 0.011016549076884985, model_test_time: 0.11451374809257686
2022-09-07 19:06:03.797 | DEBUG | __main__:_test:283 - AUC: 0.46604912
2022-09-07 19:06:03.798 | INFO | __main__:_test:285 - Total test time: 0.1756022209301591 <= std_test_time: 0, seek_test_time: 0, proj_test_time: 0.015048922039568424, model_test_time: 0.16055329889059067
2022-09-07 19:06:03.921 | DEBUG | __main__:_test:283 - AUC: 0.46604912
2022-09-07 19:06:03.922 | INFO | __main__:_test:285 - Total test time: 0.10920216888189316 <= std_test_time: 0, seek_test_time: 0, proj_test_time: 0.011549532879143953, model_test_time: 0.0976526360027492
2022-09-07 19:06:04.036 | DEBUG | __main__:_test:283 - AUC: 0.46604912
2022-09-07 19:06:04.036 | INFO | __main__:_test:285 - Total test time: 0.09901400003582239 <= std_test_time: 0, seek_test_time: 0, proj_test_time: 0.01131494902074337, model_test_time: 0.08769905101507902
2022-09-07 19:06:04.157 | DEBUG | __main__:_test:283 - AUC: 0.46604912
2022-09-07 19:06:04.157 | INFO | __main__:_test:285 - Total test time: 0.10611708322539926 <= std_test_time: 0, seek_test_time: 0, proj_test_time: 0.011976524023339152, model_test_time: 0.0941405592020601
2022-09-07 19:06:04.279 | DEBUG | __main__:_test:283 - AUC: 0.46604912
2022-09-07 19:06:04.279 | INFO | __main__:_test:285 - Total test time: 0.10313266119919717 <= std_test_time: 0, seek_test_time: 0, proj_test_time: 0.010988540248945355, model_test_time: 0.09214412095025182
2022-09-07 19:06:04.462 | DEBUG | __main__:_test:283 - AUC: 0.46604912
2022-09-07 19:06:04.462 | INFO | __main__:_test:285 - Total test time: 0.1595559420529753 <= std_test_time: 0, seek_test_time: 0, proj_test_time: 0.013198244152590632, model_test_time: 0.14635769790038466
2022-09-07 19:06:04.586 | DEBUG | __main__:_test:283 - AUC: 0.46604912
2022-09-07 19:06:04.586 | INFO | __main__:_test:285 - Total test time: 0.10817490983754396 <= std_test_time: 0, seek_test_time: 0, proj_test_time: 0.01177763077430427, model_test_time: 0.0963972790632397
2022-09-07 19:06:04.698 | DEBUG | __main__:_test:283 - AUC: 0.46604912
2022-09-07 19:06:04.698 | INFO | __main__:_test:285 - Total test time: 0.09762779483571649 <= std_test_time: 0, seek_test_time: 0, proj_test_time: 0.010715523967519403, model_test_time: 0.08691227086819708
2022-09-07 19:06:04.840 | DEBUG | __main__:_test:283 - AUC: 0.46604912
2022-09-07 19:06:04.840 | INFO | __main__:_test:285 - Total test time: 0.12252972600981593 <= std_test_time: 0, seek_test_time: 0, proj_test_time: 0.010734780924394727, model_test_time: 0.1117949450854212
2022-09-07 19:06:04.992 | DEBUG | __main__:_test:283 - AUC: 0.46604912
2022-09-07 19:06:04.992 | INFO | __main__:_test:285 - Total test time: 0.13505630427971482 <= std_test_time: 0, seek_test_time: 0, proj_test_time: 0.016535245114937425, model_test_time: 0.1185210591647774
2022-09-07 19:06:05.123 | DEBUG | __main__:_test:283 - AUC: 0.46604912
2022-09-07 19:06:05.123 | INFO | __main__:_test:285 - Total test time: 0.11513582523912191 <= std_test_time: 0, seek_test_time: 0, proj_test_time: 0.012235475005581975, model_test_time: 0.10290035023353994
2022-09-07 19:06:05.261 | DEBUG | __main__:_test:283 - AUC: 0.46604912
2022-09-07 19:06:05.262 | INFO | __main__:_test:285 - Total test time: 0.11914399010129273 <= std_test_time: 0, seek_test_time: 0, proj_test_time: 0.011217455146834254, model_test_time: 0.10792653495445848
2022-09-07 19:06:05.386 | DEBUG | __main__:_test:283 - AUC: 0.46604912
2022-09-07 19:06:05.386 | INFO | __main__:_test:285 - Total test time: 0.10807887301780283 <= std_test_time: 0, seek_test_time: 0, proj_test_time: 0.01249766512773931, model_test_time: 0.09558120789006352
2022-09-07 19:06:05.513 | DEBUG | __main__:_test:283 - AUC: 0.46604912
2022-09-07 19:06:05.513 | INFO | __main__:_test:285 - Total test time: 0.10962621332146227 <= std_test_time: 0, seek_test_time: 0, proj_test_time: 0.010831570252776146, model_test_time: 0.09879464306868613
2022-09-07 19:06:05.673 | DEBUG | __main__:_test:283 - AUC: 0.46604912
2022-09-07 19:06:05.673 | INFO | __main__:_test:285 - Total test time: 0.1346199216786772 <= std_test_time: 0, seek_test_time: 0, proj_test_time: 0.012201835867017508, model_test_time: 0.1224180858116597
2022-09-07 19:06:05.803 | DEBUG | __main__:_test:283 - AUC: 0.46604912
2022-09-07 19:06:05.803 | INFO | __main__:_test:285 - Total test time: 0.11390076321549714 <= std_test_time: 0, seek_test_time: 0, proj_test_time: 0.011137126013636589, model_test_time: 0.10276363720186055
2022-09-07 19:06:05.930 | DEBUG | __main__:_test:283 - AUC: 0.46604912
2022-09-07 19:06:05.930 | INFO | __main__:_test:285 - Total test time: 0.10700203315354884 <= std_test_time: 0, seek_test_time: 0, proj_test_time: 0.010940055130049586, model_test_time: 0.09606197802349925
2022-09-07 19:06:06.139 | DEBUG | __main__:_test:283 - AUC: 0.46604912
2022-09-07 19:06:06.139 | INFO | __main__:_test:285 - Total test time: 0.19035304803401232 <= std_test_time: 0, seek_test_time: 0, proj_test_time: 0.020933416206389666, model_test_time: 0.16941963182762265
2022-09-07 19:06:06.261 | DEBUG | __main__:_test:283 - AUC: 0.46604912
2022-09-07 19:06:06.261 | INFO | __main__:_test:285 - Total test time: 0.1032901608850807 <= std_test_time: 0, seek_test_time: 0, proj_test_time: 0.011164915980771184, model_test_time: 0.09212524490430951
2022-09-07 19:06:06.396 | DEBUG | __main__:_test:283 - AUC: 0.46604912
2022-09-07 19:06:06.396 | INFO | __main__:_test:285 - Total test time: 0.11645061965100467 <= std_test_time: 0, seek_test_time: 0, proj_test_time: 0.0111811647657305, model_test_time: 0.10526945488527417
2022-09-07 19:06:06.596 | DEBUG | __main__:_test:283 - AUC: 0.46604912
2022-09-07 19:06:06.596 | INFO | __main__:_test:285 - Total test time: 0.17945239413529634 <= std_test_time: 0, seek_test_time: 0, proj_test_time: 0.013937032083049417, model_test_time: 0.16551536205224693
2022-09-07 19:06:06.730 | DEBUG | __main__:_test:283 - AUC: 0.46604912
2022-09-07 19:06:06.731 | INFO | __main__:_test:285 - Total test time: 0.11939398758113384 <= std_test_time: 0, seek_test_time: 0, proj_test_time: 0.013766844756901264, model_test_time: 0.10562714282423258
2022-09-07 19:06:06.852 | DEBUG | __main__:_test:283 - AUC: 0.46604912
2022-09-07 19:06:06.852 | INFO | __main__:_test:285 - Total test time: 0.10550689790397882 <= std_test_time: 0, seek_test_time: 0, proj_test_time: 0.0151375038549304, model_test_time: 0.09036939404904842
2022-09-07 19:06:06.970 | DEBUG | __main__:_test:283 - AUC: 0.46604912
2022-09-07 19:06:06.970 | INFO | __main__:_test:285 - Total test time: 0.10343726095743477 <= std_test_time: 0, seek_test_time: 0, proj_test_time: 0.012207459192723036, model_test_time: 0.09122980176471174
2022-09-07 19:06:07.136 | DEBUG | __main__:_test:283 - AUC: 0.46604912
2022-09-07 19:06:07.136 | INFO | __main__:_test:285 - Total test time: 0.13826296478509903 <= std_test_time: 0, seek_test_time: 0, proj_test_time: 0.011128473794087768, model_test_time: 0.12713449099101126
2022-09-07 19:06:07.447 | DEBUG | __main__:_test:283 - AUC: 0.46604912
2022-09-07 19:06:07.448 | INFO | __main__:_test:285 - Total test time: 0.2735819681547582 <= std_test_time: 0, seek_test_time: 0, proj_test_time: 0.017755488166585565, model_test_time: 0.25582647998817265
2022-09-07 19:06:07.637 | DEBUG | __main__:_test:283 - AUC: 0.46604912
2022-09-07 19:06:07.637 | INFO | __main__:_test:285 - Total test time: 0.1677842838689685 <= std_test_time: 0, seek_test_time: 0, proj_test_time: 0.03244090708903968, model_test_time: 0.1353433767799288
2022-09-07 19:06:07.870 | DEBUG | __main__:_test:283 - AUC: 0.46604912
2022-09-07 19:06:07.870 | INFO | __main__:_test:285 - Total test time: 0.2008273450192064 <= std_test_time: 0, seek_test_time: 0, proj_test_time: 0.030499215004965663, model_test_time: 0.17032813001424074