Repo: imbalanced-learn
Filename: /mnt/batch/tasks/workitems/opt1/job-1/Task_imbalanced-learn/wd/borntobeflaky/projects/imbalanced-learn/imblearn/ensemble/tests/test_forest.py
ClassName: none
Testname: test_balanced_random_forest_oob
Params: n_estimators,119,53,ParamType.ITER,1000
min_samples_leaf,120,25,ParamType.CHAINS,2
Assertion: assert abs(test_score - est.oob_score_) < 0.1
Original runtime: 8.27
>>Getting original runtime
Optimization Iteration: 1
Running with params: {'n_estimators': 1000, 'min_samples_leaf': 2}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_imbalanced-learn/wd/borntobeflaky/tool/logs/optim_1597729879_imbalanced-learn/run_1597729905/assert_90520928_1000_2
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Timings: Avg: 8.539333333333332, Max: 8.66, Min: 8.18
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 8.539333333333332, Max: 8.66, Min: 8.18
Variance (1.7333369499485123e-33) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 8.539333333333332
Score: 8.539333333333332
Best-score: 8.539333333333332
Best-param: {'n_estimators': 1000, 'min_samples_leaf': 2}
>>Setting original runtime to 8.539333333333332
Optimization Iteration: 1
Running with params: {'min_samples_leaf': 4, 'n_estimators': 380}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_imbalanced-learn/wd/borntobeflaky/tool/logs/optim_1597729879_imbalanced-learn/run_1597729905/assert_90520928_4_380
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Timings: Avg: 4.343000000000001, Max: 4.430000000000001, Min: 4.15
Passed tests : 0
Failed tests : 30
Half of samples failed, exiting...
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 8.539333333333332
Best-param: {'n_estimators': 1000, 'min_samples_leaf': 2}
Optimization Iteration: 2
Running with params: {'min_samples_leaf': 2, 'n_estimators': 180}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_imbalanced-learn/wd/borntobeflaky/tool/logs/optim_1597729879_imbalanced-learn/run_1597729905/assert_90520928_2_180
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Timings: Avg: 2.9556666666666658, Max: 3.0, Min: 2.77
Passed tests : 0
Failed tests : 30
Half of samples failed, exiting...
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 8.539333333333332
Best-param: {'n_estimators': 1000, 'min_samples_leaf': 2}
Optimization Iteration: 3
Running with params: {'min_samples_leaf': 1, 'n_estimators': 120}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_imbalanced-learn/wd/borntobeflaky/tool/logs/optim_1597729879_imbalanced-learn/run_1597729905/assert_90520928_1_120
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Timings: Avg: 2.56, Max: 2.6100000000000003, Min: 2.4299999999999997
Passed tests : 0
Failed tests : 30
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All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 8.539333333333332
Best-param: {'n_estimators': 1000, 'min_samples_leaf': 2}
Optimization Iteration: 4
Running with params: {'min_samples_leaf': 1, 'n_estimators': 550}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_imbalanced-learn/wd/borntobeflaky/tool/logs/optim_1597729879_imbalanced-learn/run_1597729905/assert_90520928_1_550
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Timings: Avg: 5.547333333333335, Max: 5.65, Min: 5.37
Passed tests : 0
Failed tests : 30
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All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 8.539333333333332
Best-param: {'n_estimators': 1000, 'min_samples_leaf': 2}
Optimization Iteration: 5
Running with params: {'min_samples_leaf': 4, 'n_estimators': 120}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_imbalanced-learn/wd/borntobeflaky/tool/logs/optim_1597729879_imbalanced-learn/run_1597729905/assert_90520928_4_120
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Timings: Avg: 2.5403333333333333, Max: 2.59, Min: 2.3400000000000003
Passed tests : 0
Failed tests : 30
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All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 8.539333333333332
Best-param: {'n_estimators': 1000, 'min_samples_leaf': 2}
Optimization Iteration: 6
Running with params: {'min_samples_leaf': 5, 'n_estimators': 180}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_imbalanced-learn/wd/borntobeflaky/tool/logs/optim_1597729879_imbalanced-learn/run_1597729905/assert_90520928_5_180
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Timings: Avg: 2.9686666666666666, Max: 3.02, Min: 2.87
Passed tests : 0
Failed tests : 30
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All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 8.539333333333332
Best-param: {'n_estimators': 1000, 'min_samples_leaf': 2}
Optimization Iteration: 7
Running with params: {'min_samples_leaf': 6, 'n_estimators': 520}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_imbalanced-learn/wd/borntobeflaky/tool/logs/optim_1597729879_imbalanced-learn/run_1597729905/assert_90520928_6_520
Launching 30 jobs, 30 in parallel
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Timings: Avg: 5.183999999999999, Max: 5.28, Min: 5.1000000000000005
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 5.183999999999999, Max: 5.28, Min: 5.1000000000000005
Variance (7.703719777548943e-34) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 5.183999999999999
Score: 5.183999999999999
Best-score: 5.183999999999999
Best-param: {'min_samples_leaf': 6, 'n_estimators': 520}
Optimization Iteration: 8
Running with params: {'min_samples_leaf': 2, 'n_estimators': 250}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_imbalanced-learn/wd/borntobeflaky/tool/logs/optim_1597729879_imbalanced-learn/run_1597729905/assert_90520928_2_250
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Timings: Avg: 3.4450000000000003, Max: 3.51, Min: 3.32
Passed tests : 0
Failed tests : 30
Half of samples failed, exiting...
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 5.183999999999999
Best-param: {'min_samples_leaf': 6, 'n_estimators': 520}
Optimization Iteration: 9
Running with params: {'min_samples_leaf': 2, 'n_estimators': 190}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_imbalanced-learn/wd/borntobeflaky/tool/logs/optim_1597729879_imbalanced-learn/run_1597729905/assert_90520928_2_190
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Timings: Avg: 3.057, Max: 3.1, Min: 3.0
Passed tests : 0
Failed tests : 30
Half of samples failed, exiting...
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 5.183999999999999
Best-param: {'min_samples_leaf': 6, 'n_estimators': 520}
Optimization Iteration: 10
Running with params: {'min_samples_leaf': 4, 'n_estimators': 210}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_imbalanced-learn/wd/borntobeflaky/tool/logs/optim_1597729879_imbalanced-learn/run_1597729905/assert_90520928_4_210
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Timings: Avg: 3.174, Max: 3.2199999999999998, Min: 3.12
Passed tests : 0
Failed tests : 30
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All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 5.183999999999999
Best-param: {'min_samples_leaf': 6, 'n_estimators': 520}
Optimization Iteration: 11
Running with params: {'min_samples_leaf': 3, 'n_estimators': 130}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_imbalanced-learn/wd/borntobeflaky/tool/logs/optim_1597729879_imbalanced-learn/run_1597729905/assert_90520928_3_130
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Timings: Avg: 2.611666666666667, Max: 2.6799999999999997, Min: 2.37
Passed tests : 0
Failed tests : 30
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All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 5.183999999999999
Best-param: {'min_samples_leaf': 6, 'n_estimators': 520}
Optimization Iteration: 12
Running with params: {'min_samples_leaf': 3, 'n_estimators': 140}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_imbalanced-learn/wd/borntobeflaky/tool/logs/optim_1597729879_imbalanced-learn/run_1597729905/assert_90520928_3_140
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Timings: Avg: 2.689333333333333, Max: 2.74, Min: 2.55
Passed tests : 0
Failed tests : 30
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All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 5.183999999999999
Best-param: {'min_samples_leaf': 6, 'n_estimators': 520}
Optimization Iteration: 13
Running with params: {'min_samples_leaf': 2, 'n_estimators': 830}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_imbalanced-learn/wd/borntobeflaky/tool/logs/optim_1597729879_imbalanced-learn/run_1597729905/assert_90520928_2_830
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Timings: Avg: 7.471333333333333, Max: 7.5600000000000005, Min: 7.3500000000000005
Passed tests : 0
Failed tests : 30
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All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 5.183999999999999
Best-param: {'min_samples_leaf': 6, 'n_estimators': 520}
Optimization Iteration: 14
Running with params: {'min_samples_leaf': 2, 'n_estimators': 210}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_imbalanced-learn/wd/borntobeflaky/tool/logs/optim_1597729879_imbalanced-learn/run_1597729905/assert_90520928_2_210
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Timings: Avg: 3.1843333333333335, Max: 3.23, Min: 3.07
Passed tests : 0
Failed tests : 30
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All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 5.183999999999999
Best-param: {'min_samples_leaf': 6, 'n_estimators': 520}
Optimization Iteration: 15
Running with params: {'min_samples_leaf': 2, 'n_estimators': 260}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_imbalanced-learn/wd/borntobeflaky/tool/logs/optim_1597729879_imbalanced-learn/run_1597729905/assert_90520928_2_260
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Timings: Avg: 3.534333333333333, Max: 3.59, Min: 3.44
Passed tests : 0
Failed tests : 30
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All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 5.183999999999999
Best-param: {'min_samples_leaf': 6, 'n_estimators': 520}
Optimization Iteration: 16
Running with params: {'min_samples_leaf': 2, 'n_estimators': 240}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_imbalanced-learn/wd/borntobeflaky/tool/logs/optim_1597729879_imbalanced-learn/run_1597729905/assert_90520928_2_240
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Timings: Avg: 3.3796666666666657, Max: 3.44, Min: 3.27
Passed tests : 0
Failed tests : 30
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All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 5.183999999999999
Best-param: {'min_samples_leaf': 6, 'n_estimators': 520}
Optimization Iteration: 17
Running with params: {'min_samples_leaf': 3, 'n_estimators': 150}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_imbalanced-learn/wd/borntobeflaky/tool/logs/optim_1597729879_imbalanced-learn/run_1597729905/assert_90520928_3_150
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Timings: Avg: 2.7516666666666665, Max: 2.8000000000000003, Min: 2.5700000000000003
Passed tests : 0
Failed tests : 30
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All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 5.183999999999999
Best-param: {'min_samples_leaf': 6, 'n_estimators': 520}
Optimization Iteration: 18
Running with params: {'min_samples_leaf': 3, 'n_estimators': 460}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_imbalanced-learn/wd/borntobeflaky/tool/logs/optim_1597729879_imbalanced-learn/run_1597729905/assert_90520928_3_460
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Timings: Avg: 4.910666666666666, Max: 4.98, Min: 4.72
Passed tests : 0
Failed tests : 30
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All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 5.183999999999999
Best-param: {'min_samples_leaf': 6, 'n_estimators': 520}
Optimization Iteration: 19
Running with params: {'min_samples_leaf': 4, 'n_estimators': 610}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_imbalanced-learn/wd/borntobeflaky/tool/logs/optim_1597729879_imbalanced-learn/run_1597729905/assert_90520928_4_610
Launching 30 jobs, 30 in parallel
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Timings: Avg: 5.821000000000001, Max: 5.9, Min: 5.72
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 5.821000000000001, Max: 5.9, Min: 5.72
Variance (1.7333369499485123e-33) too small, using delta distribution
Probability of fail : 0.0
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Runtime: 5.821000000000001
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Best-score: 5.183999999999999
Best-param: {'min_samples_leaf': 6, 'n_estimators': 520}
Optimization Iteration: 20
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Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_imbalanced-learn/wd/borntobeflaky/tool/logs/optim_1597729879_imbalanced-learn/run_1597729905/assert_90520928_6_550
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Evaluating 30 values out of 30
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Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_imbalanced-learn/wd/borntobeflaky/tool/logs/optim_1597729879_imbalanced-learn/run_1597729905/assert_90520928_6_910
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Evaluating 30 values out of 30
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Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_imbalanced-learn/wd/borntobeflaky/tool/logs/optim_1597729879_imbalanced-learn/run_1597729905/assert_90520928_6_720
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Evaluating 30 values out of 30
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Variance (4.333342374871281e-34) too small, using delta distribution
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Best-score: 5.183999999999999
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Optimization Iteration: 23
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Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_imbalanced-learn/wd/borntobeflaky/tool/logs/optim_1597729879_imbalanced-learn/run_1597729905/assert_90520928_6_360
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Timings: Avg: 4.228666666666666, Max: 4.29, Min: 4.11
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Best-score: 5.183999999999999
Best-param: {'min_samples_leaf': 6, 'n_estimators': 520}
Optimization Iteration: 24
Running with params: {'min_samples_leaf': 6, 'n_estimators': 470}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_imbalanced-learn/wd/borntobeflaky/tool/logs/optim_1597729879_imbalanced-learn/run_1597729905/assert_90520928_6_470
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Convergence score: 0.0
Evaluating 30 values out of 30
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Best-score: 4.846666666666666
Best-param: {'min_samples_leaf': 6, 'n_estimators': 470}
Optimization Iteration: 25
Running with params: {'min_samples_leaf': 6, 'n_estimators': 410}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_imbalanced-learn/wd/borntobeflaky/tool/logs/optim_1597729879_imbalanced-learn/run_1597729905/assert_90520928_6_410
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Timings: Avg: 4.412999999999999, Max: 4.4799999999999995, Min: 4.15
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Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 4.412999999999999, Max: 4.4799999999999995, Min: 4.15
Variance (1.7333369499485123e-33) too small, using delta distribution
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Runtime: 4.412999999999999
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Best-score: 4.412999999999999
Best-param: {'min_samples_leaf': 6, 'n_estimators': 410}
Optimization Iteration: 26
Running with params: {'min_samples_leaf': 5, 'n_estimators': 320}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_imbalanced-learn/wd/borntobeflaky/tool/logs/optim_1597729879_imbalanced-learn/run_1597729905/assert_90520928_5_320
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Timings: Avg: 3.964999999999999, Max: 4.03, Min: 3.89
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Best-score: 4.412999999999999
Best-param: {'min_samples_leaf': 6, 'n_estimators': 410}
Optimization Iteration: 27
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Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_imbalanced-learn/wd/borntobeflaky/tool/logs/optim_1597729879_imbalanced-learn/run_1597729905/assert_90520928_6_430
Launching 30 jobs, 30 in parallel
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Timings: Avg: 4.577999999999999, Max: 4.640000000000001, Min: 4.45
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Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 4.577999999999999, Max: 4.640000000000001, Min: 4.45
Variance (7.703719777548943e-34) too small, using delta distribution
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Best-score: 4.412999999999999
Best-param: {'min_samples_leaf': 6, 'n_estimators': 410}
Optimization Iteration: 28
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Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_imbalanced-learn/wd/borntobeflaky/tool/logs/optim_1597729879_imbalanced-learn/run_1597729905/assert_90520928_6_400
Launching 30 jobs, 30 in parallel
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Timings: Avg: 4.343999999999999, Max: 4.41, Min: 4.03
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Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 4.343999999999999, Max: 4.41, Min: 4.03
Variance (7.703719777548943e-34) too small, using delta distribution
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Runtime: 4.343999999999999
Score: 4.343999999999999
Best-score: 4.343999999999999
Best-param: {'min_samples_leaf': 6, 'n_estimators': 400}
Optimization Iteration: 29
Running with params: {'min_samples_leaf': 6, 'n_estimators': 390}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_imbalanced-learn/wd/borntobeflaky/tool/logs/optim_1597729879_imbalanced-learn/run_1597729905/assert_90520928_6_390
Launching 30 jobs, 30 in parallel
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Timings: Avg: 4.297666666666667, Max: 4.36, Min: 4.06
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Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 4.297666666666667, Max: 4.36, Min: 4.06
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Score: 4.297666666666667
Best-score: 4.297666666666667
Best-param: {'min_samples_leaf': 6, 'n_estimators': 390}
Optimization Iteration: 30
Running with params: {'min_samples_leaf': 1, 'n_estimators': 320}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_imbalanced-learn/wd/borntobeflaky/tool/logs/optim_1597729879_imbalanced-learn/run_1597729905/assert_90520928_1_320
Launching 30 jobs, 30 in parallel
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Timings: Avg: 4.005666666666667, Max: 4.05, Min: 3.95
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Score: 3.4028234663852886e+38
Best-score: 4.297666666666667
Best-param: {'min_samples_leaf': 6, 'n_estimators': 390}
Optimization Iteration: 31
Running with params: {'min_samples_leaf': 6, 'n_estimators': 360}
Optimization Iteration: 32
Running with params: {'min_samples_leaf': 5, 'n_estimators': 670}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_imbalanced-learn/wd/borntobeflaky/tool/logs/optim_1597729879_imbalanced-learn/run_1597729905/assert_90520928_5_670
Launching 30 jobs, 30 in parallel
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Timings: Avg: 6.1816666666666675, Max: 6.29, Min: 5.95
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 6.1816666666666675, Max: 6.29, Min: 5.95
Variance (7.703719777548943e-34) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 6.1816666666666675
Score: 6.1816666666666675
Best-score: 4.297666666666667
Best-param: {'min_samples_leaf': 6, 'n_estimators': 390}
Optimization Iteration: 33
Running with params: {'min_samples_leaf': 1, 'n_estimators': 290}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_imbalanced-learn/wd/borntobeflaky/tool/logs/optim_1597729879_imbalanced-learn/run_1597729905/assert_90520928_1_290
Launching 30 jobs, 30 in parallel
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Timings: Avg: 3.7889999999999997, Max: 3.8400000000000003, Min: 3.64
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Score: 3.4028234663852886e+38
Best-score: 4.297666666666667
Best-param: {'min_samples_leaf': 6, 'n_estimators': 390}
Optimization Iteration: 34
Running with params: {'min_samples_leaf': 6, 'n_estimators': 1000}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_imbalanced-learn/wd/borntobeflaky/tool/logs/optim_1597729879_imbalanced-learn/run_1597729905/assert_90520928_6_1000
Launching 30 jobs, 30 in parallel
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Timings: Avg: 8.391333333333332, Max: 8.549999999999999, Min: 8.25
Passed tests : 30
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Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 8.391333333333332, Max: 8.549999999999999, Min: 8.25
Variance (0.0) too small, using delta distribution
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Runtime: 8.391333333333332
Score: 8.391333333333332
Best-score: 4.297666666666667
Best-param: {'min_samples_leaf': 6, 'n_estimators': 390}
Optimization Iteration: 35
Running with params: {'min_samples_leaf': 6, 'n_estimators': 100}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_imbalanced-learn/wd/borntobeflaky/tool/logs/optim_1597729879_imbalanced-learn/run_1597729905/assert_90520928_6_100
Launching 30 jobs, 30 in parallel
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Timings: Avg: 2.4276666666666666, Max: 2.47, Min: 2.37
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Score: 3.4028234663852886e+38
Best-score: 4.297666666666667
Best-param: {'min_samples_leaf': 6, 'n_estimators': 390}
Optimization Iteration: 36
Running with params: {'min_samples_leaf': 4, 'n_estimators': 380}
Optimization Iteration: 37
Running with params: {'min_samples_leaf': 5, 'n_estimators': 770}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_imbalanced-learn/wd/borntobeflaky/tool/logs/optim_1597729879_imbalanced-learn/run_1597729905/assert_90520928_5_770
Launching 30 jobs, 30 in parallel
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Timings: Avg: 6.877333333333334, Max: 6.99, Min: 6.71
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 6.877333333333334, Max: 6.99, Min: 6.71
Variance (4.333342374871281e-34) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 6.877333333333334
Score: 6.877333333333334
Best-score: 4.297666666666667
Best-param: {'min_samples_leaf': 6, 'n_estimators': 390}
Optimization Iteration: 38
Running with params: {'min_samples_leaf': 1, 'n_estimators': 600}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_imbalanced-learn/wd/borntobeflaky/tool/logs/optim_1597729879_imbalanced-learn/run_1597729905/assert_90520928_1_600
Launching 30 jobs, 30 in parallel
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Timings: Avg: 5.905, Max: 6.0, Min: 5.69
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Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 4.297666666666667
Best-param: {'min_samples_leaf': 6, 'n_estimators': 390}
Optimization Iteration: 39
Running with params: {'min_samples_leaf': 6, 'n_estimators': 500}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_imbalanced-learn/wd/borntobeflaky/tool/logs/optim_1597729879_imbalanced-learn/run_1597729905/assert_90520928_6_500
Launching 30 jobs, 30 in parallel
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Timings: Avg: 5.0376666666666665, Max: 5.109999999999999, Min: 4.75
Passed tests : 30
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Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 5.0376666666666665, Max: 5.109999999999999, Min: 4.75
Variance (7.703719777548943e-34) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 5.0376666666666665
Score: 5.0376666666666665
Best-score: 4.297666666666667
Best-param: {'min_samples_leaf': 6, 'n_estimators': 390}
Optimization Iteration: 40
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Optimization Iteration: 49
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Optimization Iteration: 50
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Upto iteration 50: {'min_samples_leaf': 5, 'n_estimators': 390.0}
Optimization Iteration: 51
Running with params: {'min_samples_leaf': 5, 'n_estimators': 880}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_imbalanced-learn/wd/borntobeflaky/tool/logs/optim_1597729879_imbalanced-learn/run_1597729905/assert_90520928_5_880
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Timings: Avg: 7.636666666666666, Max: 7.75, Min: 7.47
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Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 7.636666666666666, Max: 7.75, Min: 7.47
Variance (4.333342374871281e-34) too small, using delta distribution
Probability of fail : 0.0
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Score: 7.636666666666666
Best-score: 4.297666666666667
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Optimization Iteration: 52
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Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_imbalanced-learn/wd/borntobeflaky/tool/logs/optim_1597729879_imbalanced-learn/run_1597729905/assert_90520928_2_490
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Timings: Avg: 5.145333333333332, Max: 5.21, Min: 5.07
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Best-score: 4.297666666666667
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Optimization Iteration: 54
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Optimization Iteration: 55
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Optimization Iteration: 56
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Timings: Avg: 4.473666666666667, Max: 4.57, Min: 4.31
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Best-score: 4.297666666666667
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Optimization Iteration: 57
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Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_imbalanced-learn/wd/borntobeflaky/tool/logs/optim_1597729879_imbalanced-learn/run_1597729905/assert_90520928_6_450
Launching 30 jobs, 30 in parallel
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Timings: Avg: 4.722, Max: 4.78, Min: 4.640000000000001
Passed tests : 30
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Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 4.722, Max: 4.78, Min: 4.640000000000001
Variance (0.0) too small, using delta distribution
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Best-score: 4.297666666666667
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Optimization Iteration: 58
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Timings: Avg: 2.619999999999999, Max: 2.6799999999999997, Min: 2.56
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Best-score: 4.297666666666667
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Optimization Iteration: 59
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Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_imbalanced-learn/wd/borntobeflaky/tool/logs/optim_1597729879_imbalanced-learn/run_1597729905/assert_90520928_6_200
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Timings: Avg: 3.098333333333334, Max: 3.1500000000000004, Min: 3.04
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Score: 3.4028234663852886e+38
Best-score: 4.297666666666667
Best-param: {'min_samples_leaf': 6, 'n_estimators': 390}
Optimization Iteration: 60
Running with params: {'min_samples_leaf': 6, 'n_estimators': 570}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_imbalanced-learn/wd/borntobeflaky/tool/logs/optim_1597729879_imbalanced-learn/run_1597729905/assert_90520928_6_570
Launching 30 jobs, 30 in parallel
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Timings: Avg: 5.503333333333333, Max: 5.59, Min: 5.41
Passed tests : 30
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Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 5.503333333333333, Max: 5.59, Min: 5.41
Variance (7.703719777548943e-34) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
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Runtime: 5.503333333333333
Score: 5.503333333333333
Best-score: 4.297666666666667
Best-param: {'min_samples_leaf': 6, 'n_estimators': 390}
Optimization Iteration: 61
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Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_imbalanced-learn/wd/borntobeflaky/tool/logs/optim_1597729879_imbalanced-learn/run_1597729905/assert_90520928_3_310
Launching 30 jobs, 30 in parallel
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Timings: Avg: 3.8956666666666666, Max: 3.96, Min: 3.83
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Score: 3.4028234663852886e+38
Best-score: 4.297666666666667
Best-param: {'min_samples_leaf': 6, 'n_estimators': 390}
Optimization Iteration: 62
Running with params: {'min_samples_leaf': 5, 'n_estimators': 770}
Optimization Iteration: 63
Running with params: {'min_samples_leaf': 6, 'n_estimators': 990}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_imbalanced-learn/wd/borntobeflaky/tool/logs/optim_1597729879_imbalanced-learn/run_1597729905/assert_90520928_6_990
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Timings: Avg: 8.354666666666667, Max: 8.430000000000001, Min: 8.15
Passed tests : 30
Failed tests : 0
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Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 8.354666666666667, Max: 8.430000000000001, Min: 8.15
Variance (0.0) too small, using delta distribution
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Runtime: 8.354666666666667
Score: 8.354666666666667
Best-score: 4.297666666666667
Best-param: {'min_samples_leaf': 6, 'n_estimators': 390}
Optimization Iteration: 64
Running with params: {'min_samples_leaf': 1, 'n_estimators': 250}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_imbalanced-learn/wd/borntobeflaky/tool/logs/optim_1597729879_imbalanced-learn/run_1597729905/assert_90520928_1_250
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Best-score: 4.297666666666667
Best-param: {'min_samples_leaf': 6, 'n_estimators': 390}
Optimization Iteration: 65
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Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_imbalanced-learn/wd/borntobeflaky/tool/logs/optim_1597729879_imbalanced-learn/run_1597729905/assert_90520928_4_520
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Best-score: 4.297666666666667
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Optimization Iteration: 66
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Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_imbalanced-learn/wd/borntobeflaky/tool/logs/optim_1597729879_imbalanced-learn/run_1597729905/assert_90520928_6_350
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Optimization Iteration: 67
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Optimization Iteration: 68
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Optimization Iteration: 69
Running with params: {'min_samples_leaf': 6, 'n_estimators': 380}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_imbalanced-learn/wd/borntobeflaky/tool/logs/optim_1597729879_imbalanced-learn/run_1597729905/assert_90520928_6_380
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Timings: Avg: 4.357666666666666, Max: 4.430000000000001, Min: 4.27
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Score: 3.4028234663852886e+38
Best-score: 4.297666666666667
Best-param: {'min_samples_leaf': 6, 'n_estimators': 390}
Optimization Iteration: 70
Running with params: {'min_samples_leaf': 6, 'n_estimators': 660}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_imbalanced-learn/wd/borntobeflaky/tool/logs/optim_1597729879_imbalanced-learn/run_1597729905/assert_90520928_6_660
Launching 30 jobs, 30 in parallel
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Timings: Avg: 6.132666666666666, Max: 6.24, Min: 6.05
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 6.132666666666666, Max: 6.24, Min: 6.05
Variance (4.333342374871281e-34) too small, using delta distribution
Probability of fail : 0.0
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Probabilty of failure: 0.0
Runtime: 6.132666666666666
Score: 6.132666666666666
Best-score: 4.297666666666667
Best-param: {'min_samples_leaf': 6, 'n_estimators': 390}
Optimization Iteration: 71
Running with params: {'min_samples_leaf': 6, 'n_estimators': 310}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_imbalanced-learn/wd/borntobeflaky/tool/logs/optim_1597729879_imbalanced-learn/run_1597729905/assert_90520928_6_310
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Timings: Avg: 3.892, Max: 3.95, Min: 3.84
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Score: 3.4028234663852886e+38
Best-score: 4.297666666666667
Best-param: {'min_samples_leaf': 6, 'n_estimators': 390}
Optimization Iteration: 72
Running with params: {'min_samples_leaf': 6, 'n_estimators': 280}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_imbalanced-learn/wd/borntobeflaky/tool/logs/optim_1597729879_imbalanced-learn/run_1597729905/assert_90520928_6_280
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Timings: Avg: 3.7036666666666673, Max: 3.74, Min: 3.59
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Score: 3.4028234663852886e+38
Best-score: 4.297666666666667
Best-param: {'min_samples_leaf': 6, 'n_estimators': 390}
Optimization Iteration: 73
Running with params: {'min_samples_leaf': 6, 'n_estimators': 470}
Optimization Iteration: 74
Running with params: {'min_samples_leaf': 2, 'n_estimators': 340}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_imbalanced-learn/wd/borntobeflaky/tool/logs/optim_1597729879_imbalanced-learn/run_1597729905/assert_90520928_2_340
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Timings: Avg: 4.126666666666667, Max: 4.2, Min: 4.04
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Score: 3.4028234663852886e+38
Best-score: 4.297666666666667
Best-param: {'min_samples_leaf': 6, 'n_estimators': 390}
Optimization Iteration: 75
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Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_imbalanced-learn/wd/borntobeflaky/tool/logs/optim_1597729879_imbalanced-learn/run_1597729905/assert_90520928_6_370
Launching 30 jobs, 30 in parallel
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Score: 3.4028234663852886e+38
Best-score: 4.297666666666667
Best-param: {'min_samples_leaf': 6, 'n_estimators': 390}
Optimization Iteration: 76
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Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_imbalanced-learn/wd/borntobeflaky/tool/logs/optim_1597729879_imbalanced-learn/run_1597729905/assert_90520928_5_520
Launching 30 jobs, 30 in parallel
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Timings: Avg: 5.179999999999999, Max: 5.26, Min: 5.01
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 5.179999999999999, Max: 5.26, Min: 5.01
Variance (7.703719777548943e-34) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 5.179999999999999
Score: 5.179999999999999
Best-score: 4.297666666666667
Best-param: {'min_samples_leaf': 6, 'n_estimators': 390}
Optimization Iteration: 77
Running with params: {'min_samples_leaf': 1, 'n_estimators': 430}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_imbalanced-learn/wd/borntobeflaky/tool/logs/optim_1597729879_imbalanced-learn/run_1597729905/assert_90520928_1_430
Launching 30 jobs, 30 in parallel
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Timings: Avg: 4.761666666666668, Max: 4.83, Min: 4.69
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Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 4.297666666666667
Best-param: {'min_samples_leaf': 6, 'n_estimators': 390}
Optimization Iteration: 78
Running with params: {'min_samples_leaf': 6, 'n_estimators': 400}
Optimization Iteration: 79
Running with params: {'min_samples_leaf': 3, 'n_estimators': 270}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_imbalanced-learn/wd/borntobeflaky/tool/logs/optim_1597729879_imbalanced-learn/run_1597729905/assert_90520928_3_270
Launching 30 jobs, 30 in parallel
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Timings: Avg: 3.661666666666666, Max: 3.74, Min: 3.55
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Failed tests : 30
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Score: 3.4028234663852886e+38
Best-score: 4.297666666666667
Best-param: {'min_samples_leaf': 6, 'n_estimators': 390}
Optimization Iteration: 80
Running with params: {'min_samples_leaf': 4, 'n_estimators': 240}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_imbalanced-learn/wd/borntobeflaky/tool/logs/optim_1597729879_imbalanced-learn/run_1597729905/assert_90520928_4_240
Launching 30 jobs, 30 in parallel
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Timings: Avg: 3.4296666666666673, Max: 3.48, Min: 3.37
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Score: 3.4028234663852886e+38
Best-score: 4.297666666666667
Best-param: {'min_samples_leaf': 6, 'n_estimators': 390}
Optimization Iteration: 81
Running with params: {'min_samples_leaf': 6, 'n_estimators': 630}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_imbalanced-learn/wd/borntobeflaky/tool/logs/optim_1597729879_imbalanced-learn/run_1597729905/assert_90520928_6_630
Launching 30 jobs, 30 in parallel
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Timings: Avg: 5.957333333333334, Max: 6.04, Min: 5.74
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 5.957333333333334, Max: 6.04, Min: 5.74
Variance (7.703719777548943e-34) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 5.957333333333334
Score: 5.957333333333334
Best-score: 4.297666666666667
Best-param: {'min_samples_leaf': 6, 'n_estimators': 390}
Optimization Iteration: 82
Running with params: {'min_samples_leaf': 6, 'n_estimators': 330}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_imbalanced-learn/wd/borntobeflaky/tool/logs/optim_1597729879_imbalanced-learn/run_1597729905/assert_90520928_6_330
Launching 30 jobs, 30 in parallel
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Timings: Avg: 4.052, Max: 4.11, Min: 3.9699999999999998
Passed tests : 0
Failed tests : 30
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All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 4.297666666666667
Best-param: {'min_samples_leaf': 6, 'n_estimators': 390}
Optimization Iteration: 83
Running with params: {'min_samples_leaf': 2, 'n_estimators': 300}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_imbalanced-learn/wd/borntobeflaky/tool/logs/optim_1597729879_imbalanced-learn/run_1597729905/assert_90520928_2_300
Launching 30 jobs, 30 in parallel
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Timings: Avg: 3.8500000000000005, Max: 3.91, Min: 3.75
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Failed tests : 30
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All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 4.297666666666667
Best-param: {'min_samples_leaf': 6, 'n_estimators': 390}
Optimization Iteration: 84
Running with params: {'min_samples_leaf': 5, 'n_estimators': 500}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_imbalanced-learn/wd/borntobeflaky/tool/logs/optim_1597729879_imbalanced-learn/run_1597729905/assert_90520928_5_500
Launching 30 jobs, 30 in parallel
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Timings: Avg: 5.056, Max: 5.130000000000001, Min: 4.96
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 5.056, Max: 5.130000000000001, Min: 4.96
Variance (1.7333369499485123e-33) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 5.056
Score: 5.056
Best-score: 4.297666666666667
Best-param: {'min_samples_leaf': 6, 'n_estimators': 390}
Optimization Iteration: 85
Running with params: {'min_samples_leaf': 6, 'n_estimators': 730}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_imbalanced-learn/wd/borntobeflaky/tool/logs/optim_1597729879_imbalanced-learn/run_1597729905/assert_90520928_6_730
Launching 30 jobs, 30 in parallel
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Timings: Avg: 6.605333333333333, Max: 6.72, Min: 6.45
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 6.605333333333333, Max: 6.72, Min: 6.45
Variance (0.0) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 6.605333333333333
Score: 6.605333333333333
Best-score: 4.297666666666667
Best-param: {'min_samples_leaf': 6, 'n_estimators': 390}
Optimization Iteration: 86
Running with params: {'min_samples_leaf': 1, 'n_estimators': 560}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_imbalanced-learn/wd/borntobeflaky/tool/logs/optim_1597729879_imbalanced-learn/run_1597729905/assert_90520928_1_560
Launching 30 jobs, 30 in parallel
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Timings: Avg: 5.637333333333332, Max: 5.720000000000001, Min: 5.37
Passed tests : 0
Failed tests : 30
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All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 4.297666666666667
Best-param: {'min_samples_leaf': 6, 'n_estimators': 390}
Optimization Iteration: 87
Running with params: {'min_samples_leaf': 3, 'n_estimators': 390}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_imbalanced-learn/wd/borntobeflaky/tool/logs/optim_1597729879_imbalanced-learn/run_1597729905/assert_90520928_3_390
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Timings: Avg: 4.434333333333333, Max: 4.5, Min: 4.2
Passed tests : 0
Failed tests : 30
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Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 4.297666666666667
Best-param: {'min_samples_leaf': 6, 'n_estimators': 390}
Optimization Iteration: 88
Running with params: {'min_samples_leaf': 6, 'n_estimators': 220}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_imbalanced-learn/wd/borntobeflaky/tool/logs/optim_1597729879_imbalanced-learn/run_1597729905/assert_90520928_6_220
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Timings: Avg: 3.251333333333333, Max: 3.29, Min: 3.2
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Probabilty of failure: 1.0
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Score: 3.4028234663852886e+38
Best-score: 4.297666666666667
Best-param: {'min_samples_leaf': 6, 'n_estimators': 390}
Optimization Iteration: 89
Running with params: {'min_samples_leaf': 4, 'n_estimators': 110}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_imbalanced-learn/wd/borntobeflaky/tool/logs/optim_1597729879_imbalanced-learn/run_1597729905/assert_90520928_4_110
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Timings: Avg: 2.4853333333333336, Max: 2.53, Min: 2.42
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Score: 3.4028234663852886e+38
Best-score: 4.297666666666667
Best-param: {'min_samples_leaf': 6, 'n_estimators': 390}
Optimization Iteration: 90
Running with params: {'min_samples_leaf': 6, 'n_estimators': 440}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_imbalanced-learn/wd/borntobeflaky/tool/logs/optim_1597729879_imbalanced-learn/run_1597729905/assert_90520928_6_440
Launching 30 jobs, 30 in parallel
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Timings: Avg: 4.645666666666666, Max: 4.71, Min: 4.57
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 4.645666666666666, Max: 4.71, Min: 4.57
Variance (7.703719777548943e-34) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 4.645666666666666
Score: 4.645666666666666
Best-score: 4.297666666666667
Best-param: {'min_samples_leaf': 6, 'n_estimators': 390}
Optimization Iteration: 91
Running with params: {'min_samples_leaf': 2, 'n_estimators': 180}
Optimization Iteration: 92
Running with params: {'min_samples_leaf': 6, 'n_estimators': 360}
Optimization Iteration: 93
Running with params: {'min_samples_leaf': 5, 'n_estimators': 600}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_imbalanced-learn/wd/borntobeflaky/tool/logs/optim_1597729879_imbalanced-learn/run_1597729905/assert_90520928_5_600
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Timings: Avg: 5.7446666666666655, Max: 5.82, Min: 5.6899999999999995
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 5.7446666666666655, Max: 5.82, Min: 5.6899999999999995
Variance (0.0) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 5.7446666666666655
Score: 5.7446666666666655
Best-score: 4.297666666666667
Best-param: {'min_samples_leaf': 6, 'n_estimators': 390}
Optimization Iteration: 94
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Optimization Iteration: 95
Running with params: {'min_samples_leaf': 1, 'n_estimators': 920}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_imbalanced-learn/wd/borntobeflaky/tool/logs/optim_1597729879_imbalanced-learn/run_1597729905/assert_90520928_1_920
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Timings: Avg: 8.132333333333333, Max: 8.23, Min: 8.01
Passed tests : 0
Failed tests : 30
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All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 4.297666666666667
Best-param: {'min_samples_leaf': 6, 'n_estimators': 390}
Optimization Iteration: 96
Running with params: {'min_samples_leaf': 3, 'n_estimators': 530}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_imbalanced-learn/wd/borntobeflaky/tool/logs/optim_1597729879_imbalanced-learn/run_1597729905/assert_90520928_3_530
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Timings: Avg: 5.406999999999999, Max: 5.460000000000001, Min: 5.289999999999999
Passed tests : 0
Failed tests : 30
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Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 4.297666666666667
Best-param: {'min_samples_leaf': 6, 'n_estimators': 390}
Optimization Iteration: 97
Running with params: {'min_samples_leaf': 6, 'n_estimators': 780}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_imbalanced-learn/wd/borntobeflaky/tool/logs/optim_1597729879_imbalanced-learn/run_1597729905/assert_90520928_6_780
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Timings: Avg: 6.921333333333332, Max: 7.03, Min: 6.7700000000000005
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 6.921333333333332, Max: 7.03, Min: 6.7700000000000005
Variance (4.333342374871281e-34) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 6.921333333333332
Score: 6.921333333333332
Best-score: 4.297666666666667
Best-param: {'min_samples_leaf': 6, 'n_estimators': 390}
Optimization Iteration: 98
Running with params: {'min_samples_leaf': 4, 'n_estimators': 260}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_imbalanced-learn/wd/borntobeflaky/tool/logs/optim_1597729879_imbalanced-learn/run_1597729905/assert_90520928_4_260
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Timings: Avg: 3.5173333333333336, Max: 3.57, Min: 3.3400000000000003
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Score: 3.4028234663852886e+38
Best-score: 4.297666666666667
Best-param: {'min_samples_leaf': 6, 'n_estimators': 390}
Optimization Iteration: 99
Running with params: {'min_samples_leaf': 6, 'n_estimators': 150}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_imbalanced-learn/wd/borntobeflaky/tool/logs/optim_1597729879_imbalanced-learn/run_1597729905/assert_90520928_6_150
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Timings: Avg: 2.7553333333333336, Max: 2.79, Min: 2.6100000000000003
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Failed tests : 30
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Probabilty of failure: 1.0
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Score: 3.4028234663852886e+38
Best-score: 4.297666666666667
Best-param: {'min_samples_leaf': 6, 'n_estimators': 390}
Optimization Iteration: 100
Running with params: {'min_samples_leaf': 2, 'n_estimators': 330}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_imbalanced-learn/wd/borntobeflaky/tool/logs/optim_1597729879_imbalanced-learn/run_1597729905/assert_90520928_2_330
Launching 30 jobs, 30 in parallel
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Timings: Avg: 4.0600000000000005, Max: 4.11, Min: 3.98
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Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 4.297666666666667
Best-param: {'min_samples_leaf': 6, 'n_estimators': 390}
Upto iteration 100: {'min_samples_leaf': 5, 'n_estimators': 390.0}
Breaking...
{'min_samples_leaf': 5, 'n_estimators': 390.0}
Best score: 4.297666666666667
Repeated params: 13
Trials: 101
Best param {'min_samples_leaf': 5, 'n_estimators': 390.0}
Reduction: 49.67210555078459%
Speedup: 1.9869696734662214x
Optimizer time: 420.0622420310974
