Loading required namespace: BiocManager ### [bt]: This is batchtools v0.9.17 ### [bt]: Starting calculation of 1 jobs ### [bt]: Setting working directory to '/projects/genomic-ml/projects/2024-01-ml-for-autism' Loading required package: mlr3verse Loading required package: mlr3 ### [bt]: Memory measurement disabled ### [bt]: Starting job [batchtools job.id=1498] ### [bt]: Generating problem instance for problem 'a2407f261731af25' ... ### [bt]: Applying algorithm 'run_learner' on problem 'a2407f261731af25' for job 1498 (seed = 1499) ... INFO [06:29:26.028] [mlr3] Applying learner 'classif.ranger' on task 'healthcare.88' (iter 58/60) INFO [06:29:27.341] [bbotk] Starting to optimize 4 parameter(s) with '' and '' INFO [06:29:27.381] [bbotk] Evaluating 1 configuration(s) INFO [06:29:27.402] [mlr3] Running benchmark with 5 resampling iterations INFO [06:29:27.473] [mlr3] Applying learner 'classif.ranger' on task 'healthcare.88' (iter 1/5) Growing trees.. Progress: 84%. Estimated remaining time: 6 seconds. INFO [06:30:09.241] [mlr3] Applying learner 'classif.ranger' on task 'healthcare.88' (iter 2/5) INFO [06:30:37.993] [mlr3] Applying learner 'classif.ranger' on task 'healthcare.88' (iter 3/5) INFO [06:31:05.719] [mlr3] Applying learner 'classif.ranger' on task 'healthcare.88' (iter 4/5) INFO [06:31:34.704] [mlr3] Applying learner 'classif.ranger' on task 'healthcare.88' (iter 5/5) INFO [06:32:09.733] [mlr3] Finished benchmark INFO [06:32:09.800] [bbotk] Result of batch 1: INFO [06:32:09.805] [bbotk] mtry.ratio replace sample.fraction num.trees classif.auc warnings errors INFO [06:32:09.805] [bbotk] 0.75 FALSE 0.1 1500 0.957016 0 0 INFO [06:32:09.805] [bbotk] runtime_learners uhash INFO [06:32:09.805] [bbotk] 162.197 dd912dbd-f6b8-43d7-a67a-bba155438529 INFO [06:32:09.806] [bbotk] Evaluating 1 configuration(s) INFO [06:32:09.814] [mlr3] Running benchmark with 5 resampling iterations INFO [06:32:09.819] [mlr3] Applying learner 'classif.ranger' on task 'healthcare.88' (iter 1/5) Growing trees.. Progress: 34%. Estimated remaining time: 1 minute, 1 seconds. Growing trees.. Progress: 68%. Estimated remaining time: 29 seconds. Growing trees.. Progress: 99%. Estimated remaining time: 1 seconds. INFO [06:33:48.382] [mlr3] Applying learner 'classif.ranger' on task 'healthcare.88' (iter 2/5) Growing trees.. Progress: 31%. Estimated remaining time: 1 minute, 9 seconds. Growing trees.. Progress: 63%. Estimated remaining time: 37 seconds. Growing trees.. Progress: 94%. Estimated remaining time: 6 seconds. INFO [06:35:31.814] [mlr3] Applying learner 'classif.ranger' on task 'healthcare.88' (iter 3/5) Growing trees.. Progress: 33%. Estimated remaining time: 1 minute, 4 seconds. Growing trees.. Progress: 65%. Estimated remaining time: 33 seconds. Growing trees.. Progress: 98%. Estimated remaining time: 2 seconds. INFO [06:37:11.473] [mlr3] Applying learner 'classif.ranger' on task 'healthcare.88' (iter 4/5) Growing trees.. Progress: 30%. Estimated remaining time: 1 minute, 10 seconds. Growing trees.. Progress: 60%. Estimated remaining time: 41 seconds. Growing trees.. Progress: 89%. Estimated remaining time: 11 seconds. INFO [06:38:59.571] [mlr3] Applying learner 'classif.ranger' on task 'healthcare.88' (iter 5/5) Growing trees.. Progress: 29%. Estimated remaining time: 1 minute, 17 seconds. Growing trees.. Progress: 57%. Estimated remaining time: 46 seconds. Growing trees.. Progress: 82%. Estimated remaining time: 20 seconds. INFO [06:41:00.345] [mlr3] Finished benchmark INFO [06:41:00.377] [bbotk] Result of batch 2: INFO [06:41:00.380] [bbotk] mtry.ratio replace sample.fraction num.trees classif.auc warnings errors INFO [06:41:00.380] [bbotk] 0.75 FALSE 0.325 1500 0.9555252 0 0 INFO [06:41:00.380] [bbotk] runtime_learners uhash INFO [06:41:00.380] [bbotk] 530.458 40f35336-73e3-4ca2-ba69-48fc418ca635 INFO [06:41:00.381] [bbotk] Evaluating 1 configuration(s) INFO [06:41:00.390] [mlr3] Running benchmark with 5 resampling iterations INFO [06:41:00.395] [mlr3] Applying learner 'classif.ranger' on task 'healthcare.88' (iter 1/5) INFO [06:41:10.642] [mlr3] Applying learner 'classif.ranger' on task 'healthcare.88' (iter 2/5) INFO [06:41:20.142] [mlr3] Applying learner 'classif.ranger' on task 'healthcare.88' (iter 3/5) INFO [06:41:29.785] [mlr3] Applying learner 'classif.ranger' on task 'healthcare.88' (iter 4/5) INFO [06:41:39.340] [mlr3] Applying learner 'classif.ranger' on task 'healthcare.88' (iter 5/5) INFO [06:41:49.059] [mlr3] Finished benchmark INFO [06:41:49.090] [bbotk] Result of batch 3: INFO [06:41:49.093] [bbotk] mtry.ratio replace sample.fraction num.trees classif.auc warnings errors INFO [06:41:49.093] [bbotk] 0 TRUE 0.325 2000 0.948232 0 0 INFO [06:41:49.093] [bbotk] runtime_learners uhash INFO [06:41:49.093] [bbotk] 48.605 fc4ec0de-a362-400d-893f-97925994e9d4 INFO [06:41:49.094] [bbotk] Evaluating 1 configuration(s) INFO [06:41:49.102] [mlr3] Running benchmark with 5 resampling iterations INFO [06:41:49.107] [mlr3] Applying learner 'classif.ranger' on task 'healthcare.88' (iter 1/5) INFO [06:42:05.725] [mlr3] Applying learner 'classif.ranger' on task 'healthcare.88' (iter 2/5) INFO [06:42:22.265] [mlr3] Applying learner 'classif.ranger' on task 'healthcare.88' (iter 3/5) INFO [06:42:38.729] [mlr3] Applying learner 'classif.ranger' on task 'healthcare.88' (iter 4/5) INFO [06:42:55.514] [mlr3] Applying learner 'classif.ranger' on task 'healthcare.88' (iter 5/5) INFO [06:43:11.660] [mlr3] Finished benchmark INFO [06:43:11.690] [bbotk] Result of batch 4: INFO [06:43:11.693] [bbotk] mtry.ratio replace sample.fraction num.trees classif.auc warnings errors INFO [06:43:11.693] [bbotk] 0.5 TRUE 0.1 1000 0.9573107 0 0 INFO [06:43:11.693] [bbotk] runtime_learners uhash INFO [06:43:11.693] [bbotk] 82.494 dbea2685-d976-4879-b8a3-7af973598997 INFO [06:43:11.694] [bbotk] Evaluating 1 configuration(s) INFO [06:43:11.701] [mlr3] Running benchmark with 5 resampling iterations INFO [06:43:11.706] [mlr3] Applying learner 'classif.ranger' on task 'healthcare.88' (iter 1/5) INFO [06:43:20.983] [mlr3] Applying learner 'classif.ranger' on task 'healthcare.88' (iter 2/5) INFO [06:43:30.187] [mlr3] Applying learner 'classif.ranger' on task 'healthcare.88' (iter 3/5) INFO [06:43:39.431] [mlr3] Applying learner 'classif.ranger' on task 'healthcare.88' (iter 4/5) INFO [06:43:48.886] [mlr3] Applying learner 'classif.ranger' on task 'healthcare.88' (iter 5/5) INFO [06:43:57.975] [mlr3] Finished benchmark INFO [06:43:58.005] [bbotk] Result of batch 5: INFO [06:43:58.007] [bbotk] mtry.ratio replace sample.fraction num.trees classif.auc warnings errors INFO [06:43:58.007] [bbotk] 0 TRUE 0.775 1500 0.9486935 0 0 INFO [06:43:58.007] [bbotk] runtime_learners uhash INFO [06:43:58.007] [bbotk] 46.217 70115116-4047-4ac9-b7a2-8909402240a6 INFO [06:43:58.008] [bbotk] Evaluating 1 configuration(s) INFO [06:43:58.016] [mlr3] Running benchmark with 5 resampling iterations INFO [06:43:58.021] [mlr3] Applying learner 'classif.ranger' on task 'healthcare.88' (iter 1/5) Growing trees.. Progress: 14%. Estimated remaining time: 3 minutes, 5 seconds. Growing trees.. Progress: 29%. Estimated remaining time: 2 minutes, 34 seconds. Growing trees.. Progress: 43%. Estimated remaining time: 2 minutes, 3 seconds. Growing trees.. Progress: 57%. Estimated remaining time: 1 minute, 33 seconds. Growing trees.. Progress: 71%. Estimated remaining time: 1 minute, 2 seconds. Growing trees.. Progress: 86%. Estimated remaining time: 31 seconds. Growing trees.. Progress: 100%. Estimated remaining time: 0 seconds. INFO [06:47:39.340] [mlr3] Applying learner 'classif.ranger' on task 'healthcare.88' (iter 2/5) Growing trees.. Progress: 14%. Estimated remaining time: 3 minutes, 11 seconds. Growing trees.. Progress: 28%. Estimated remaining time: 2 minutes, 40 seconds. Growing trees.. Progress: 42%. Estimated remaining time: 2 minutes, 9 seconds. Growing trees.. Progress: 56%. Estimated remaining time: 1 minute, 38 seconds. Growing trees.. Progress: 70%. Estimated remaining time: 1 minute, 7 seconds. Growing trees.. Progress: 83%. Estimated remaining time: 36 seconds. Growing trees.. Progress: 97%. Estimated remaining time: 5 seconds. INFO [06:51:26.389] [mlr3] Applying learner 'classif.ranger' on task 'healthcare.88' (iter 3/5) Growing trees.. Progress: 13%. Estimated remaining time: 3 minutes, 35 seconds. Growing trees.. Progress: 25%. Estimated remaining time: 3 minutes, 4 seconds. Growing trees.. Progress: 38%. Estimated remaining time: 2 minutes, 34 seconds. Growing trees.. Progress: 50%. Estimated remaining time: 2 minutes, 3 seconds. Growing trees.. Progress: 63%. Estimated remaining time: 1 minute, 32 seconds. Growing trees.. Progress: 75%. Estimated remaining time: 1 minute, 1 seconds. Growing trees.. Progress: 88%. Estimated remaining time: 30 seconds. INFO [06:55:38.169] [mlr3] Applying learner 'classif.ranger' on task 'healthcare.88' (iter 4/5) Growing trees.. Progress: 14%. Estimated remaining time: 3 minutes, 13 seconds. Growing trees.. Progress: 28%. Estimated remaining time: 2 minutes, 42 seconds. Growing trees.. Progress: 42%. Estimated remaining time: 2 minutes, 10 seconds. Growing trees.. Progress: 55%. Estimated remaining time: 1 minute, 39 seconds. Growing trees.. Progress: 69%. Estimated remaining time: 1 minute, 9 seconds. Growing trees.. Progress: 83%. Estimated remaining time: 37 seconds. Growing trees.. Progress: 97%. Estimated remaining time: 7 seconds. INFO [06:59:26.650] [mlr3] Applying learner 'classif.ranger' on task 'healthcare.88' (iter 5/5) Growing trees.. Progress: 14%. Estimated remaining time: 3 minutes, 8 seconds. Growing trees.. Progress: 28%. Estimated remaining time: 2 minutes, 36 seconds. Growing trees.. Progress: 43%. Estimated remaining time: 2 minutes, 4 seconds. Growing trees.. Progress: 57%. Estimated remaining time: 1 minute, 33 seconds. Growing trees.. Progress: 71%. Estimated remaining time: 1 minute, 1 seconds. Growing trees.. Progress: 86%. Estimated remaining time: 30 seconds. INFO [07:03:06.698] [mlr3] Finished benchmark INFO [07:03:06.727] [bbotk] Result of batch 6: INFO [07:03:06.729] [bbotk] mtry.ratio replace sample.fraction num.trees classif.auc warnings errors INFO [07:03:06.729] [bbotk] 0.75 TRUE 0.775 1500 0.9537379 0 0 INFO [07:03:06.729] [bbotk] runtime_learners uhash INFO [07:03:06.729] [bbotk] 1148.611 1ea51cd9-36ea-48b7-9354-413495606c73 INFO [07:03:06.731] [bbotk] Evaluating 1 configuration(s) INFO [07:03:06.738] [mlr3] Running benchmark with 5 resampling iterations INFO [07:03:06.743] [mlr3] Applying learner 'classif.ranger' on task 'healthcare.88' (iter 1/5) Growing trees.. Progress: 19%. Estimated remaining time: 2 minutes, 15 seconds. Growing trees.. Progress: 37%. Estimated remaining time: 1 minute, 44 seconds. Growing trees.. Progress: 56%. Estimated remaining time: 1 minute, 13 seconds. Growing trees.. Progress: 75%. Estimated remaining time: 41 seconds. Growing trees.. Progress: 93%. Estimated remaining time: 11 seconds. INFO [07:05:54.889] [mlr3] Applying learner 'classif.ranger' on task 'healthcare.88' (iter 2/5) Growing trees.. Progress: 19%. Estimated remaining time: 2 minutes, 13 seconds. Growing trees.. Progress: 38%. Estimated remaining time: 1 minute, 42 seconds. Growing trees.. Progress: 56%. Estimated remaining time: 1 minute, 11 seconds. Growing trees.. Progress: 75%. Estimated remaining time: 41 seconds. Growing trees.. Progress: 95%. Estimated remaining time: 8 seconds. INFO [07:08:38.893] [mlr3] Applying learner 'classif.ranger' on task 'healthcare.88' (iter 3/5) Growing trees.. Progress: 22%. Estimated remaining time: 1 minute, 47 seconds. Growing trees.. Progress: 45%. Estimated remaining time: 1 minute, 16 seconds. Growing trees.. Progress: 67%. Estimated remaining time: 45 seconds. Growing trees.. Progress: 89%. Estimated remaining time: 14 seconds. INFO [07:10:59.701] [mlr3] Applying learner 'classif.ranger' on task 'healthcare.88' (iter 4/5) Growing trees.. Progress: 21%. Estimated remaining time: 1 minute, 59 seconds. Growing trees.. Progress: 42%. Estimated remaining time: 1 minute, 27 seconds. Growing trees.. Progress: 62%. Estimated remaining time: 56 seconds. Growing trees.. Progress: 84%. Estimated remaining time: 23 seconds. INFO [07:13:28.291] [mlr3] Applying learner 'classif.ranger' on task 'healthcare.88' (iter 5/5) Growing trees.. Progress: 22%. Estimated remaining time: 1 minute, 51 seconds. Growing trees.. Progress: 43%. Estimated remaining time: 1 minute, 21 seconds. Growing trees.. Progress: 65%. Estimated remaining time: 49 seconds. Growing trees.. Progress: 86%. Estimated remaining time: 19 seconds. INFO [07:15:53.683] [mlr3] Finished benchmark INFO [07:15:53.715] [bbotk] Result of batch 7: INFO [07:15:53.717] [bbotk] mtry.ratio replace sample.fraction num.trees classif.auc warnings errors INFO [07:15:53.717] [bbotk] 0.5 FALSE 1 1000 0.9515107 0 0 INFO [07:15:53.717] [bbotk] runtime_learners uhash INFO [07:15:53.717] [bbotk] 766.869 f06df817-fc3a-4818-b133-00318bc04a43 INFO [07:15:53.718] [bbotk] Evaluating 1 configuration(s) INFO [07:15:53.725] [mlr3] Running benchmark with 5 resampling iterations INFO [07:15:53.730] [mlr3] Applying learner 'classif.ranger' on task 'healthcare.88' (iter 1/5) Growing trees.. Progress: 45%. Estimated remaining time: 37 seconds. Growing trees.. Progress: 91%. Estimated remaining time: 6 seconds. INFO [07:17:02.902] [mlr3] Applying learner 'classif.ranger' on task 'healthcare.88' (iter 2/5) Growing trees.. Progress: 44%. Estimated remaining time: 39 seconds. Growing trees.. Progress: 88%. Estimated remaining time: 8 seconds. INFO [07:18:13.557] [mlr3] Applying learner 'classif.ranger' on task 'healthcare.88' (iter 3/5) Growing trees.. Progress: 47%. Estimated remaining time: 34 seconds. Growing trees.. Progress: 94%. Estimated remaining time: 4 seconds. INFO [07:19:20.497] [mlr3] Applying learner 'classif.ranger' on task 'healthcare.88' (iter 4/5) Growing trees.. Progress: 45%. Estimated remaining time: 37 seconds. Growing trees.. Progress: 90%. Estimated remaining time: 7 seconds. INFO [07:20:30.401] [mlr3] Applying learner 'classif.ranger' on task 'healthcare.88' (iter 5/5) Growing trees.. Progress: 50%. Estimated remaining time: 30 seconds. INFO [07:21:32.296] [mlr3] Finished benchmark INFO [07:21:32.324] [bbotk] Result of batch 8: INFO [07:21:32.326] [bbotk] mtry.ratio replace sample.fraction num.trees classif.auc warnings errors INFO [07:21:32.326] [bbotk] 0.5 FALSE 1 500 0.9505424 0 0 INFO [07:21:32.326] [bbotk] runtime_learners uhash INFO [07:21:32.326] [bbotk] 338.513 bd592948-eb9b-4093-94f9-f79e16074651 INFO [07:21:32.327] [bbotk] Evaluating 1 configuration(s) INFO [07:21:32.335] [mlr3] Running benchmark with 5 resampling iterations INFO [07:21:32.340] [mlr3] Applying learner 'classif.ranger' on task 'healthcare.88' (iter 1/5) INFO [07:21:32.676] [mlr3] Applying learner 'classif.ranger' on task 'healthcare.88' (iter 2/5) INFO [07:21:32.789] [mlr3] Applying learner 'classif.ranger' on task 'healthcare.88' (iter 3/5) INFO [07:21:32.904] [mlr3] Applying learner 'classif.ranger' on task 'healthcare.88' (iter 4/5) INFO [07:21:33.014] [mlr3] Applying learner 'classif.ranger' on task 'healthcare.88' (iter 5/5) INFO [07:21:33.130] [mlr3] Finished benchmark INFO [07:21:33.158] [bbotk] Result of batch 9: INFO [07:21:33.161] [bbotk] mtry.ratio replace sample.fraction num.trees classif.auc warnings errors INFO [07:21:33.161] [bbotk] 0 FALSE 0.775 1 0.7414427 0 0 INFO [07:21:33.161] [bbotk] runtime_learners uhash INFO [07:21:33.161] [bbotk] 0.74 7cc316dc-989e-4ce0-b5b3-27bb94438418 INFO [07:21:33.162] [bbotk] Evaluating 1 configuration(s) INFO [07:21:33.169] [mlr3] Running benchmark with 5 resampling iterations INFO [07:21:33.173] [mlr3] Applying learner 'classif.ranger' on task 'healthcare.88' (iter 1/5) INFO [07:21:33.332] [mlr3] Applying learner 'classif.ranger' on task 'healthcare.88' (iter 2/5) INFO [07:21:33.497] [mlr3] Applying learner 'classif.ranger' on task 'healthcare.88' (iter 3/5) INFO [07:21:33.648] [mlr3] Applying learner 'classif.ranger' on task 'healthcare.88' (iter 4/5) INFO [07:21:33.808] [mlr3] Applying learner 'classif.ranger' on task 'healthcare.88' (iter 5/5) INFO [07:21:33.962] [mlr3] Finished benchmark INFO [07:21:33.990] [bbotk] Result of batch 10: INFO [07:21:33.992] [bbotk] mtry.ratio replace sample.fraction num.trees classif.auc warnings errors INFO [07:21:33.992] [bbotk] 0.5 FALSE 0.325 1 0.7623325 0 0 INFO [07:21:33.992] [bbotk] runtime_learners uhash INFO [07:21:33.992] [bbotk] 0.734 49ce9216-fbb4-42f3-8c50-b74c46b644d1 INFO [07:21:33.993] [bbotk] Evaluating 1 configuration(s) INFO [07:21:34.000] [mlr3] Running benchmark with 5 resampling iterations INFO [07:21:34.005] [mlr3] Applying learner 'classif.ranger' on task 'healthcare.88' (iter 1/5) Growing trees.. Progress: 16%. Estimated remaining time: 2 minutes, 46 seconds. Growing trees.. Progress: 32%. Estimated remaining time: 2 minutes, 14 seconds. Growing trees.. Progress: 47%. Estimated remaining time: 1 minute, 44 seconds. Growing trees.. Progress: 63%. Estimated remaining time: 1 minute, 13 seconds. Growing trees.. Progress: 78%. Estimated remaining time: 43 seconds. Growing trees.. Progress: 94%. Estimated remaining time: 12 seconds. INFO [07:24:56.507] [mlr3] Applying learner 'classif.ranger' on task 'healthcare.88' (iter 2/5) Growing trees.. Progress: 18%. Estimated remaining time: 2 minutes, 21 seconds. Growing trees.. Progress: 34%. Estimated remaining time: 1 minute, 59 seconds. Growing trees.. Progress: 50%. Estimated remaining time: 1 minute, 32 seconds. Growing trees.. Progress: 66%. Estimated remaining time: 1 minute, 4 seconds. Growing trees.. Progress: 82%. Estimated remaining time: 33 seconds. Growing trees.. Progress: 98%. Estimated remaining time: 4 seconds. INFO [07:28:10.526] [mlr3] Applying learner 'classif.ranger' on task 'healthcare.88' (iter 3/5) Growing trees.. Progress: 15%. Estimated remaining time: 2 minutes, 50 seconds. Growing trees.. Progress: 31%. Estimated remaining time: 2 minutes, 18 seconds. Growing trees.. Progress: 46%. Estimated remaining time: 1 minute, 49 seconds. Growing trees.. Progress: 62%. Estimated remaining time: 1 minute, 17 seconds. Growing trees.. Progress: 78%. Estimated remaining time: 42 seconds. Growing trees.. Progress: 94%. Estimated remaining time: 11 seconds. INFO [07:31:31.822] [mlr3] Applying learner 'classif.ranger' on task 'healthcare.88' (iter 4/5) Growing trees.. Progress: 15%. Estimated remaining time: 2 minutes, 53 seconds. Growing trees.. Progress: 30%. Estimated remaining time: 2 minutes, 24 seconds. Growing trees.. Progress: 45%. Estimated remaining time: 1 minute, 51 seconds. Growing trees.. Progress: 61%. Estimated remaining time: 1 minute, 20 seconds. Growing trees.. Progress: 76%. Estimated remaining time: 49 seconds. Growing trees.. Progress: 90%. Estimated remaining time: 19 seconds. INFO [07:35:01.003] [mlr3] Applying learner 'classif.ranger' on task 'healthcare.88' (iter 5/5) Growing trees.. Progress: 17%. Estimated remaining time: 2 minutes, 27 seconds. Growing trees.. Progress: 35%. Estimated remaining time: 1 minute, 57 seconds. Growing trees.. Progress: 52%. Estimated remaining time: 1 minute, 26 seconds. Growing trees.. Progress: 69%. Estimated remaining time: 56 seconds. Growing trees.. Progress: 87%. Estimated remaining time: 24 seconds. INFO [07:38:03.100] [mlr3] Finished benchmark INFO [07:38:03.129] [bbotk] Result of batch 11: INFO [07:38:03.131] [bbotk] mtry.ratio replace sample.fraction num.trees classif.auc warnings errors INFO [07:38:03.131] [bbotk] 1 TRUE 0.55 1500 0.9542931 0 0 INFO [07:38:03.131] [bbotk] runtime_learners uhash INFO [07:38:03.131] [bbotk] 989.037 4a1706bb-0205-456b-a69f-b14b76505e89 INFO [07:38:03.132] [bbotk] Evaluating 1 configuration(s) INFO [07:38:03.139] [mlr3] Running benchmark with 5 resampling iterations INFO [07:38:03.144] [mlr3] Applying learner 'classif.ranger' on task 'healthcare.88' (iter 1/5) Growing trees.. Progress: 54%. Estimated remaining time: 26 seconds. INFO [07:39:04.844] [mlr3] Applying learner 'classif.ranger' on task 'healthcare.88' (iter 2/5) Growing trees.. Progress: 54%. Estimated remaining time: 26 seconds. INFO [07:40:06.215] [mlr3] Applying learner 'classif.ranger' on task 'healthcare.88' (iter 3/5) Growing trees.. Progress: 56%. Estimated remaining time: 23 seconds. INFO [07:41:05.371] [mlr3] Applying learner 'classif.ranger' on task 'healthcare.88' (iter 4/5) Growing trees.. Progress: 55%. Estimated remaining time: 25 seconds. INFO [07:42:06.463] [mlr3] Applying learner 'classif.ranger' on task 'healthcare.88' (iter 5/5) Growing trees.. Progress: 53%. Estimated remaining time: 27 seconds. INFO [07:43:08.458] [mlr3] Finished benchmark INFO [07:43:08.491] [bbotk] Result of batch 12: INFO [07:43:08.493] [bbotk] mtry.ratio replace sample.fraction num.trees classif.auc warnings errors INFO [07:43:08.493] [bbotk] 0.25 FALSE 0.55 1500 0.9577674 0 0 INFO [07:43:08.493] [bbotk] runtime_learners uhash INFO [07:43:08.493] [bbotk] 305.208 7480090d-229b-455e-ab40-f524b6445607 INFO [07:43:08.494] [bbotk] Evaluating 1 configuration(s) INFO [07:43:08.502] [mlr3] Running benchmark with 5 resampling iterations INFO [07:43:08.507] [mlr3] Applying learner 'classif.ranger' on task 'healthcare.88' (iter 1/5) Growing trees.. Progress: 28%. Estimated remaining time: 1 minute, 21 seconds. Growing trees.. Progress: 55%. Estimated remaining time: 50 seconds. Growing trees.. Progress: 83%. Estimated remaining time: 19 seconds. INFO [07:45:02.140] [mlr3] Applying learner 'classif.ranger' on task 'healthcare.88' (iter 2/5) Growing trees.. Progress: 25%. Estimated remaining time: 1 minute, 34 seconds. Growing trees.. Progress: 50%. Estimated remaining time: 1 minute, 1 seconds. Growing trees.. Progress: 76%. Estimated remaining time: 29 seconds. INFO [07:47:05.548] [mlr3] Applying learner 'classif.ranger' on task 'healthcare.88' (iter 3/5) Growing trees.. Progress: 30%. Estimated remaining time: 1 minute, 13 seconds. Growing trees.. Progress: 58%. Estimated remaining time: 44 seconds. Growing trees.. Progress: 87%. Estimated remaining time: 13 seconds. INFO [07:48:53.594] [mlr3] Applying learner 'classif.ranger' on task 'healthcare.88' (iter 4/5) Growing trees.. Progress: 29%. Estimated remaining time: 1 minute, 17 seconds. Growing trees.. Progress: 60%. Estimated remaining time: 40 seconds. Growing trees.. Progress: 87%. Estimated remaining time: 14 seconds. INFO [07:50:42.173] [mlr3] Applying learner 'classif.ranger' on task 'healthcare.88' (iter 5/5) Growing trees.. Progress: 29%. Estimated remaining time: 1 minute, 15 seconds. Growing trees.. Progress: 57%. Estimated remaining time: 46 seconds. Growing trees.. Progress: 86%. Estimated remaining time: 14 seconds. INFO [07:52:30.783] [mlr3] Finished benchmark INFO [07:52:30.810] [bbotk] Result of batch 13: INFO [07:52:30.813] [bbotk] mtry.ratio replace sample.fraction num.trees classif.auc warnings errors INFO [07:52:30.813] [bbotk] 0.75 FALSE 1 500 0.9401134 0 0 INFO [07:52:30.813] [bbotk] runtime_learners uhash INFO [07:52:30.813] [bbotk] 562.223 406b9d07-02be-4f5b-a3bc-7fc596616131 INFO [07:52:30.814] [bbotk] Evaluating 1 configuration(s) INFO [07:52:30.821] [mlr3] Running benchmark with 5 resampling iterations INFO [07:52:30.825] [mlr3] Applying learner 'classif.ranger' on task 'healthcare.88' (iter 1/5) Growing trees.. Progress: 21%. Estimated remaining time: 1 minute, 55 seconds. Growing trees.. Progress: 45%. Estimated remaining time: 1 minute, 16 seconds. Growing trees.. Progress: 68%. Estimated remaining time: 44 seconds. Growing trees.. Progress: 90%. Estimated remaining time: 14 seconds. INFO [07:54:53.488] [mlr3] Applying learner 'classif.ranger' on task 'healthcare.88' (iter 2/5) Growing trees.. Progress: 23%. Estimated remaining time: 1 minute, 43 seconds. Growing trees.. Progress: 46%. Estimated remaining time: 1 minute, 11 seconds. Growing trees.. Progress: 69%. Estimated remaining time: 41 seconds. Growing trees.. Progress: 93%. Estimated remaining time: 9 seconds. INFO [07:57:12.768] [mlr3] Applying learner 'classif.ranger' on task 'healthcare.88' (iter 3/5) Growing trees.. Progress: 26%. Estimated remaining time: 1 minute, 26 seconds. Growing trees.. Progress: 52%. Estimated remaining time: 56 seconds. Growing trees.. Progress: 78%. Estimated remaining time: 26 seconds. INFO [07:59:17.335] [mlr3] Applying learner 'classif.ranger' on task 'healthcare.88' (iter 4/5) Growing trees.. Progress: 25%. Estimated remaining time: 1 minute, 32 seconds. Growing trees.. Progress: 50%. Estimated remaining time: 1 minute, 1 seconds. Growing trees.. Progress: 74%. Estimated remaining time: 32 seconds. Growing trees.. Progress: 98%. Estimated remaining time: 2 seconds. INFO [08:01:31.222] [mlr3] Applying learner 'classif.ranger' on task 'healthcare.88' (iter 5/5) Growing trees.. Progress: 19%. Estimated remaining time: 2 minutes, 8 seconds. Growing trees.. Progress: 39%. Estimated remaining time: 1 minute, 38 seconds. Growing trees.. Progress: 58%. Estimated remaining time: 1 minute, 6 seconds. Growing trees.. Progress: 78%. Estimated remaining time: 35 seconds. Growing trees.. Progress: 97%. Estimated remaining time: 5 seconds. INFO [08:04:17.079] [mlr3] Finished benchmark INFO [08:04:17.108] [bbotk] Result of batch 14: INFO [08:04:17.110] [bbotk] mtry.ratio replace sample.fraction num.trees classif.auc warnings errors INFO [08:04:17.110] [bbotk] 0.75 FALSE 0.325 2000 0.9564012 0 0 INFO [08:04:17.110] [bbotk] runtime_learners uhash INFO [08:04:17.110] [bbotk] 706.199 bf265a93-cc11-4ef3-b808-35d921c47ce3 INFO [08:04:17.112] [bbotk] Evaluating 1 configuration(s) INFO [08:04:17.119] [mlr3] Running benchmark with 5 resampling iterations INFO [08:04:17.125] [mlr3] Applying learner 'classif.ranger' on task 'healthcare.88' (iter 1/5) Growing trees.. Progress: 48%. Estimated remaining time: 33 seconds. Growing trees.. Progress: 96%. Estimated remaining time: 2 seconds. INFO [08:05:24.183] [mlr3] Applying learner 'classif.ranger' on task 'healthcare.88' (iter 2/5) Growing trees.. Progress: 49%. Estimated remaining time: 32 seconds. Growing trees.. Progress: 96%. Estimated remaining time: 2 seconds. INFO [08:06:31.139] [mlr3] Applying learner 'classif.ranger' on task 'healthcare.88' (iter 3/5) Growing trees.. Progress: 49%. Estimated remaining time: 32 seconds. Growing trees.. Progress: 97%. Estimated remaining time: 1 seconds. INFO [08:07:37.476] [mlr3] Applying learner 'classif.ranger' on task 'healthcare.88' (iter 4/5) Growing trees.. Progress: 46%. Estimated remaining time: 35 seconds. Growing trees.. Progress: 93%. Estimated remaining time: 4 seconds. INFO [08:08:46.418] [mlr3] Applying learner 'classif.ranger' on task 'healthcare.88' (iter 5/5) Growing trees.. Progress: 47%. Estimated remaining time: 34 seconds. Growing trees.. Progress: 94%. Estimated remaining time: 3 seconds. INFO [08:09:54.549] [mlr3] Finished benchmark INFO [08:09:54.578] [bbotk] Result of batch 15: INFO [08:09:54.580] [bbotk] mtry.ratio replace sample.fraction num.trees classif.auc warnings errors INFO [08:09:54.580] [bbotk] 0.25 FALSE 0.775 1000 0.9569252 0 0 INFO [08:09:54.580] [bbotk] runtime_learners uhash INFO [08:09:54.580] [bbotk] 337.141 65569a0d-8117-4e3e-925f-4354fd148243 INFO [08:09:54.582] [bbotk] Evaluating 1 configuration(s) INFO [08:09:54.589] [mlr3] Running benchmark with 5 resampling iterations INFO [08:09:54.594] [mlr3] Applying learner 'classif.ranger' on task 'healthcare.88' (iter 1/5) INFO [08:10:06.615] [mlr3] Applying learner 'classif.ranger' on task 'healthcare.88' (iter 2/5) INFO [08:10:19.154] [mlr3] Applying learner 'classif.ranger' on task 'healthcare.88' (iter 3/5) INFO [08:10:31.531] [mlr3] Applying learner 'classif.ranger' on task 'healthcare.88' (iter 4/5) INFO [08:10:43.725] [mlr3] Applying learner 'classif.ranger' on task 'healthcare.88' (iter 5/5) INFO [08:10:56.543] [mlr3] Finished benchmark INFO [08:10:56.573] [bbotk] Result of batch 16: INFO [08:10:56.576] [bbotk] mtry.ratio replace sample.fraction num.trees classif.auc warnings errors INFO [08:10:56.576] [bbotk] 0 TRUE 0.775 2000 0.9489524 0 0 INFO [08:10:56.576] [bbotk] runtime_learners uhash INFO [08:10:56.576] [bbotk] 61.897 5171ce69-04e5-48f0-ba05-380a2b0b93b4 INFO [08:10:56.577] [bbotk] Evaluating 1 configuration(s) INFO [08:10:56.585] [mlr3] Running benchmark with 5 resampling iterations INFO [08:10:56.590] [mlr3] Applying learner 'classif.ranger' on task 'healthcare.88' (iter 1/5) INFO [08:10:56.954] [mlr3] Applying learner 'classif.ranger' on task 'healthcare.88' (iter 2/5) INFO [08:10:57.074] [mlr3] Applying learner 'classif.ranger' on task 'healthcare.88' (iter 3/5) INFO [08:10:57.190] [mlr3] Applying learner 'classif.ranger' on task 'healthcare.88' (iter 4/5) INFO [08:10:57.304] [mlr3] Applying learner 'classif.ranger' on task 'healthcare.88' (iter 5/5) INFO [08:10:57.429] [mlr3] Finished benchmark INFO [08:10:57.459] [bbotk] Result of batch 17: INFO [08:10:57.462] [bbotk] mtry.ratio replace sample.fraction num.trees classif.auc warnings errors INFO [08:10:57.462] [bbotk] 0 TRUE 0.775 1 0.6772133 0 0 INFO [08:10:57.462] [bbotk] runtime_learners uhash INFO [08:10:57.462] [bbotk] 0.784 6e56d06d-26a1-47cb-805e-5a2610d2eb8f INFO [08:10:57.463] [bbotk] Evaluating 1 configuration(s) INFO [08:10:57.471] [mlr3] Running benchmark with 5 resampling iterations INFO [08:10:57.476] [mlr3] Applying learner 'classif.ranger' on task 'healthcare.88' (iter 1/5) INFO [08:10:59.146] [mlr3] Applying learner 'classif.ranger' on task 'healthcare.88' (iter 2/5) INFO [08:11:00.872] [mlr3] Applying learner 'classif.ranger' on task 'healthcare.88' (iter 3/5) INFO [08:11:02.561] [mlr3] Applying learner 'classif.ranger' on task 'healthcare.88' (iter 4/5) INFO [08:11:04.279] [mlr3] Applying learner 'classif.ranger' on task 'healthcare.88' (iter 5/5) INFO [08:11:05.999] [mlr3] Finished benchmark INFO [08:11:06.029] [bbotk] Result of batch 18: INFO [08:11:06.032] [bbotk] mtry.ratio replace sample.fraction num.trees classif.auc warnings errors INFO [08:11:06.032] [bbotk] 0 TRUE 0.1 500 0.9463293 0 0 INFO [08:11:06.032] [bbotk] runtime_learners uhash INFO [08:11:06.032] [bbotk] 8.468 81cf4d4b-646f-4bc9-abcd-65fe18ac359b INFO [08:11:06.034] [bbotk] Evaluating 1 configuration(s) INFO [08:11:06.042] [mlr3] Running benchmark with 5 resampling iterations INFO [08:11:06.047] [mlr3] Applying learner 'classif.ranger' on task 'healthcare.88' (iter 1/5) Growing trees.. Progress: 26%. Estimated remaining time: 1 minute, 26 seconds. Growing trees.. Progress: 53%. Estimated remaining time: 54 seconds. Growing trees.. Progress: 80%. Estimated remaining time: 23 seconds. INFO [08:13:06.516] [mlr3] Applying learner 'classif.ranger' on task 'healthcare.88' (iter 2/5) Growing trees.. Progress: 30%. Estimated remaining time: 1 minute, 13 seconds. Growing trees.. Progress: 59%. Estimated remaining time: 43 seconds. Growing trees.. Progress: 87%. Estimated remaining time: 13 seconds. INFO [08:14:57.206] [mlr3] Applying learner 'classif.ranger' on task 'healthcare.88' (iter 3/5) Growing trees.. Progress: 30%. Estimated remaining time: 1 minute, 11 seconds. Growing trees.. Progress: 61%. Estimated remaining time: 40 seconds. Growing trees.. Progress: 91%. Estimated remaining time: 9 seconds. INFO [08:16:43.709] [mlr3] Applying learner 'classif.ranger' on task 'healthcare.88' (iter 4/5) Growing trees.. Progress: 28%. Estimated remaining time: 1 minute, 19 seconds. Growing trees.. Progress: 54%. Estimated remaining time: 53 seconds. Growing trees.. Progress: 81%. Estimated remaining time: 21 seconds. INFO [08:18:41.488] [mlr3] Applying learner 'classif.ranger' on task 'healthcare.88' (iter 5/5) Growing trees.. Progress: 28%. Estimated remaining time: 1 minute, 21 seconds. Growing trees.. Progress: 55%. Estimated remaining time: 51 seconds. Growing trees.. Progress: 82%. Estimated remaining time: 20 seconds. INFO [08:20:39.154] [mlr3] Finished benchmark INFO [08:20:39.186] [bbotk] Result of batch 19: INFO [08:20:39.189] [bbotk] mtry.ratio replace sample.fraction num.trees classif.auc warnings errors INFO [08:20:39.189] [bbotk] 0.25 TRUE 1 1500 0.9576813 0 0 INFO [08:20:39.189] [bbotk] runtime_learners uhash INFO [08:20:39.189] [bbotk] 573.04 856c587d-ecec-44e3-a64c-febe6856d922 INFO [08:20:39.190] [bbotk] Evaluating 1 configuration(s) INFO [08:20:39.198] [mlr3] Running benchmark with 5 resampling iterations INFO [08:20:39.203] [mlr3] Applying learner 'classif.ranger' on task 'healthcare.88' (iter 1/5) INFO [08:20:39.418] [mlr3] Applying learner 'classif.ranger' on task 'healthcare.88' (iter 2/5) INFO [08:20:39.594] [mlr3] Applying learner 'classif.ranger' on task 'healthcare.88' (iter 3/5) INFO [08:20:39.766] [mlr3] Applying learner 'classif.ranger' on task 'healthcare.88' (iter 4/5) INFO [08:20:39.959] [mlr3] Applying learner 'classif.ranger' on task 'healthcare.88' (iter 5/5) INFO [08:20:40.137] [mlr3] Finished benchmark INFO [08:20:40.165] [bbotk] Result of batch 20: INFO [08:20:40.168] [bbotk] mtry.ratio replace sample.fraction num.trees classif.auc warnings errors INFO [08:20:40.168] [bbotk] 0.25 FALSE 0.775 1 0.7707318 0 0 INFO [08:20:40.168] [bbotk] runtime_learners uhash INFO [08:20:40.168] [bbotk] 0.883 b7fa1a38-d412-40a3-aa47-d7bae924d617 INFO [08:20:40.169] [bbotk] Evaluating 1 configuration(s) INFO [08:20:40.177] [mlr3] Running benchmark with 5 resampling iterations INFO [08:20:40.182] [mlr3] Applying learner 'classif.ranger' on task 'healthcare.88' (iter 1/5) INFO [08:20:40.546] [mlr3] Applying learner 'classif.ranger' on task 'healthcare.88' (iter 2/5) INFO [08:20:40.941] [mlr3] Applying learner 'classif.ranger' on task 'healthcare.88' (iter 3/5) INFO [08:20:41.316] [mlr3] Applying learner 'classif.ranger' on task 'healthcare.88' (iter 4/5) INFO [08:20:41.689] [mlr3] Applying learner 'classif.ranger' on task 'healthcare.88' (iter 5/5) INFO [08:20:42.072] [mlr3] Finished benchmark INFO [08:20:42.101] [bbotk] Result of batch 21: INFO [08:20:42.103] [bbotk] mtry.ratio replace sample.fraction num.trees classif.auc warnings errors INFO [08:20:42.103] [bbotk] 1 FALSE 0.775 1 0.7408827 0 0 INFO [08:20:42.103] [bbotk] runtime_learners uhash INFO [08:20:42.103] [bbotk] 1.835 ec4bb9c2-4229-4da2-b91a-4989606dea9e INFO [08:20:42.104] [bbotk] Evaluating 1 configuration(s) INFO [08:20:42.112] [mlr3] Running benchmark with 5 resampling iterations INFO [08:20:42.117] [mlr3] Applying learner 'classif.ranger' on task 'healthcare.88' (iter 1/5) INFO [08:20:58.818] [mlr3] Applying learner 'classif.ranger' on task 'healthcare.88' (iter 2/5) INFO [08:21:15.853] [mlr3] Applying learner 'classif.ranger' on task 'healthcare.88' (iter 3/5) INFO [08:21:30.870] [mlr3] Applying learner 'classif.ranger' on task 'healthcare.88' (iter 4/5) INFO [08:21:45.931] [mlr3] Applying learner 'classif.ranger' on task 'healthcare.88' (iter 5/5) INFO [08:22:03.703] [mlr3] Finished benchmark INFO [08:22:03.732] [bbotk] Result of batch 22: INFO [08:22:03.735] [bbotk] mtry.ratio replace sample.fraction num.trees classif.auc warnings errors INFO [08:22:03.735] [bbotk] 0.25 TRUE 0.325 500 0.9575932 0 0 INFO [08:22:03.735] [bbotk] runtime_learners uhash INFO [08:22:03.735] [bbotk] 81.532 f3110e21-1832-493c-b710-6942043ebc63 INFO [08:22:03.736] [bbotk] Evaluating 1 configuration(s) INFO [08:22:03.743] [mlr3] Running benchmark with 5 resampling iterations INFO [08:22:03.748] [mlr3] Applying learner 'classif.ranger' on task 'healthcare.88' (iter 1/5) INFO [08:22:03.987] [mlr3] Applying learner 'classif.ranger' on task 'healthcare.88' (iter 2/5) INFO [08:22:04.203] [mlr3] Applying learner 'classif.ranger' on task 'healthcare.88' (iter 3/5) INFO [08:22:04.412] [mlr3] Applying learner 'classif.ranger' on task 'healthcare.88' (iter 4/5) INFO [08:22:04.618] [mlr3] Applying learner 'classif.ranger' on task 'healthcare.88' (iter 5/5) INFO [08:22:04.827] [mlr3] Finished benchmark INFO [08:22:04.856] [bbotk] Result of batch 23: INFO [08:22:04.858] [bbotk] mtry.ratio replace sample.fraction num.trees classif.auc warnings errors INFO [08:22:04.858] [bbotk] 0.5 FALSE 0.55 1 0.7652322 0 0 INFO [08:22:04.858] [bbotk] runtime_learners uhash INFO [08:22:04.858] [bbotk] 1.027 cb1857eb-e702-4b92-82f5-4f6bb369a9be INFO [08:22:04.860] [bbotk] Evaluating 1 configuration(s) INFO [08:22:04.867] [mlr3] Running benchmark with 5 resampling iterations INFO [08:22:04.872] [mlr3] Applying learner 'classif.ranger' on task 'healthcare.88' (iter 1/5) INFO [08:22:08.179] [mlr3] Applying learner 'classif.ranger' on task 'healthcare.88' (iter 2/5) INFO [08:22:11.412] [mlr3] Applying learner 'classif.ranger' on task 'healthcare.88' (iter 3/5) INFO [08:22:14.683] [mlr3] Applying learner 'classif.ranger' on task 'healthcare.88' (iter 4/5) INFO [08:22:18.146] [mlr3] Applying learner 'classif.ranger' on task 'healthcare.88' (iter 5/5) INFO [08:22:21.406] [mlr3] Finished benchmark INFO [08:22:21.436] [bbotk] Result of batch 24: INFO [08:22:21.438] [bbotk] mtry.ratio replace sample.fraction num.trees classif.auc warnings errors INFO [08:22:21.438] [bbotk] 0 TRUE 0.1 1000 0.9476961 0 0 INFO [08:22:21.438] [bbotk] runtime_learners uhash INFO [08:22:21.438] [bbotk] 16.48 93e46151-4f7a-42b4-b53a-1e75c1c84825 INFO [08:22:21.440] [bbotk] Evaluating 1 configuration(s) INFO [08:22:21.447] [mlr3] Running benchmark with 5 resampling iterations INFO [08:22:21.452] [mlr3] Applying learner 'classif.ranger' on task 'healthcare.88' (iter 1/5) Growing trees.. Progress: 38%. Estimated remaining time: 50 seconds. Growing trees.. Progress: 76%. Estimated remaining time: 19 seconds. INFO [08:23:45.503] [mlr3] Applying learner 'classif.ranger' on task 'healthcare.88' (iter 2/5) Growing trees.. Progress: 39%. Estimated remaining time: 49 seconds. Growing trees.. Progress: 78%. Estimated remaining time: 17 seconds. INFO [08:25:07.233] [mlr3] Applying learner 'classif.ranger' on task 'healthcare.88' (iter 3/5) Growing trees.. Progress: 40%. Estimated remaining time: 46 seconds. Growing trees.. Progress: 79%. Estimated remaining time: 16 seconds. INFO [08:26:27.985] [mlr3] Applying learner 'classif.ranger' on task 'healthcare.88' (iter 4/5) Growing trees.. Progress: 39%. Estimated remaining time: 47 seconds. Growing trees.. Progress: 78%. Estimated remaining time: 17 seconds. INFO [08:27:51.657] [mlr3] Applying learner 'classif.ranger' on task 'healthcare.88' (iter 5/5) Growing trees.. Progress: 44%. Estimated remaining time: 40 seconds. Growing trees.. Progress: 86%. Estimated remaining time: 9 seconds. INFO [08:29:06.126] [mlr3] Finished benchmark INFO [08:29:06.187] [bbotk] Result of batch 25: INFO [08:29:06.189] [bbotk] mtry.ratio replace sample.fraction num.trees classif.auc warnings errors INFO [08:29:06.189] [bbotk] 0.25 TRUE 1 1000 0.9566316 0 0 INFO [08:29:06.189] [bbotk] runtime_learners uhash INFO [08:29:06.189] [bbotk] 404.584 5cace83d-8cab-4175-90a8-4e3a780978df INFO [08:29:06.190] [bbotk] Evaluating 1 configuration(s) INFO [08:29:06.198] [mlr3] Running benchmark with 5 resampling iterations INFO [08:29:06.203] [mlr3] Applying learner 'classif.ranger' on task 'healthcare.88' (iter 1/5) INFO [08:29:17.574] [mlr3] Applying learner 'classif.ranger' on task 'healthcare.88' (iter 2/5) INFO [08:29:28.795] [mlr3] Applying learner 'classif.ranger' on task 'healthcare.88' (iter 3/5) INFO [08:29:40.296] [mlr3] Applying learner 'classif.ranger' on task 'healthcare.88' (iter 4/5) INFO [08:29:51.808] [mlr3] Applying learner 'classif.ranger' on task 'healthcare.88' (iter 5/5) INFO [08:30:03.544] [mlr3] Finished benchmark INFO [08:30:03.575] [bbotk] Result of batch 26: INFO [08:30:03.577] [bbotk] mtry.ratio replace sample.fraction num.trees classif.auc warnings errors INFO [08:30:03.577] [bbotk] 0 FALSE 0.325 2000 0.9476007 0 0 INFO [08:30:03.577] [bbotk] runtime_learners uhash INFO [08:30:03.577] [bbotk] 57.288 915216ea-d9ca-471b-b789-068d2891a9a1 INFO [08:30:03.578] [bbotk] Evaluating 1 configuration(s) INFO [08:30:03.586] [mlr3] Running benchmark with 5 resampling iterations INFO [08:30:03.590] [mlr3] Applying learner 'classif.ranger' on task 'healthcare.88' (iter 1/5) Growing trees.. Progress: 51%. Estimated remaining time: 30 seconds. Growing trees.. Progress: 97%. Estimated remaining time: 1 seconds. INFO [08:31:15.311] [mlr3] Applying learner 'classif.ranger' on task 'healthcare.88' (iter 2/5) Growing trees.. Progress: 52%. Estimated remaining time: 28 seconds. INFO [08:32:22.044] [mlr3] Applying learner 'classif.ranger' on task 'healthcare.88' (iter 3/5) Growing trees.. Progress: 52%. Estimated remaining time: 28 seconds. INFO [08:33:28.701] [mlr3] Applying learner 'classif.ranger' on task 'healthcare.88' (iter 4/5) Growing trees.. Progress: 49%. Estimated remaining time: 32 seconds. Growing trees.. Progress: 98%. Estimated remaining time: 1 seconds. INFO [08:34:38.969] [mlr3] Applying learner 'classif.ranger' on task 'healthcare.88' (iter 5/5) Growing trees.. Progress: 47%. Estimated remaining time: 34 seconds. INFO [08:35:47.585] [mlr3] Finished benchmark INFO [08:35:47.615] [bbotk] Result of batch 27: INFO [08:35:47.617] [bbotk] mtry.ratio replace sample.fraction num.trees classif.auc warnings errors INFO [08:35:47.617] [bbotk] 0.25 FALSE 0.325 2000 0.9581781 0 0 INFO [08:35:47.617] [bbotk] runtime_learners uhash INFO [08:35:47.617] [bbotk] 343.94 6ed6c8cb-2c72-4d9c-924f-8c934b11d84a INFO [08:35:47.618] [bbotk] Evaluating 1 configuration(s) INFO [08:35:47.626] [mlr3] Running benchmark with 5 resampling iterations INFO [08:35:47.631] [mlr3] Applying learner 'classif.ranger' on task 'healthcare.88' (iter 1/5) Growing trees.. Progress: 15%. Estimated remaining time: 2 minutes, 55 seconds. Growing trees.. Progress: 30%. Estimated remaining time: 2 minutes, 23 seconds. Growing trees.. Progress: 46%. Estimated remaining time: 1 minute, 48 seconds. Growing trees.. Progress: 62%. Estimated remaining time: 1 minute, 15 seconds. Growing trees.. Progress: 78%. Estimated remaining time: 43 seconds. Growing trees.. Progress: 93%. Estimated remaining time: 13 seconds. INFO [08:39:09.748] [mlr3] Applying learner 'classif.ranger' on task 'healthcare.88' (iter 2/5) Growing trees.. Progress: 16%. Estimated remaining time: 2 minutes, 46 seconds. Growing trees.. Progress: 31%. Estimated remaining time: 2 minutes, 15 seconds. Growing trees.. Progress: 47%. Estimated remaining time: 1 minute, 44 seconds. Growing trees.. Progress: 63%. Estimated remaining time: 1 minute, 12 seconds. Growing trees.. Progress: 78%. Estimated remaining time: 43 seconds. Growing trees.. Progress: 94%. Estimated remaining time: 12 seconds. INFO [08:42:30.772] [mlr3] Applying learner 'classif.ranger' on task 'healthcare.88' (iter 3/5) Growing trees.. Progress: 17%. Estimated remaining time: 2 minutes, 35 seconds. Growing trees.. Progress: 33%. Estimated remaining time: 2 minutes, 4 seconds. Growing trees.. Progress: 50%. Estimated remaining time: 1 minute, 34 seconds. Growing trees.. Progress: 66%. Estimated remaining time: 1 minute, 3 seconds. Growing trees.. Progress: 83%. Estimated remaining time: 32 seconds. Growing trees.. Progress: 99%. Estimated remaining time: 2 seconds. INFO [08:45:41.525] [mlr3] Applying learner 'classif.ranger' on task 'healthcare.88' (iter 4/5) Growing trees.. Progress: 17%. Estimated remaining time: 2 minutes, 30 seconds. Growing trees.. Progress: 34%. Estimated remaining time: 1 minute, 58 seconds. Growing trees.. Progress: 51%. Estimated remaining time: 1 minute, 27 seconds. Growing trees.. Progress: 68%. Estimated remaining time: 57 seconds. Growing trees.. Progress: 85%. Estimated remaining time: 26 seconds. INFO [08:48:45.962] [mlr3] Applying learner 'classif.ranger' on task 'healthcare.88' (iter 5/5) Growing trees.. Progress: 18%. Estimated remaining time: 2 minutes, 21 seconds. Growing trees.. Progress: 36%. Estimated remaining time: 1 minute, 51 seconds. Growing trees.. Progress: 54%. Estimated remaining time: 1 minute, 20 seconds. Growing trees.. Progress: 72%. Estimated remaining time: 49 seconds. Growing trees.. Progress: 90%. Estimated remaining time: 17 seconds. INFO [08:51:40.623] [mlr3] Finished benchmark INFO [08:51:40.652] [bbotk] Result of batch 28: INFO [08:51:40.654] [bbotk] mtry.ratio replace sample.fraction num.trees classif.auc warnings errors INFO [08:51:40.654] [bbotk] 0.75 TRUE 1 1000 0.9534225 0 0 INFO [08:51:40.654] [bbotk] runtime_learners uhash INFO [08:51:40.654] [bbotk] 952.893 d61c99ea-d4c8-4cba-bc04-ff9e61ab9ace INFO [08:51:40.656] [bbotk] Evaluating 1 configuration(s) INFO [08:51:40.663] [mlr3] Running benchmark with 5 resampling iterations INFO [08:51:40.668] [mlr3] Applying learner 'classif.ranger' on task 'healthcare.88' (iter 1/5) Growing trees.. Progress: 11%. Estimated remaining time: 4 minutes, 14 seconds. Growing trees.. Progress: 22%. Estimated remaining time: 3 minutes, 45 seconds. Growing trees.. Progress: 32%. Estimated remaining time: 3 minutes, 14 seconds. Growing trees.. Progress: 43%. Estimated remaining time: 2 minutes, 43 seconds. Growing trees.. Progress: 54%. Estimated remaining time: 2 minutes, 11 seconds. Growing trees.. Progress: 65%. Estimated remaining time: 1 minute, 40 seconds. Growing trees.. Progress: 76%. Estimated remaining time: 1 minute, 8 seconds. Growing trees.. Progress: 87%. Estimated remaining time: 37 seconds. Growing trees.. Progress: 98%. Estimated remaining time: 6 seconds. INFO [08:56:30.758] [mlr3] Applying learner 'classif.ranger' on task 'healthcare.88' (iter 2/5) Growing trees.. Progress: 10%. Estimated remaining time: 4 minutes, 39 seconds. Growing trees.. Progress: 20%. Estimated remaining time: 4 minutes, 6 seconds. Growing trees.. Progress: 30%. Estimated remaining time: 3 minutes, 37 seconds. Growing trees.. Progress: 40%. Estimated remaining time: 3 minutes, 6 seconds. Growing trees.. Progress: 50%. Estimated remaining time: 2 minutes, 35 seconds. Growing trees.. Progress: 60%. Estimated remaining time: 2 minutes, 4 seconds. Growing trees.. Progress: 70%. Estimated remaining time: 1 minute, 33 seconds. Growing trees.. Progress: 80%. Estimated remaining time: 1 minute, 1 seconds. Growing trees.. Progress: 90%. Estimated remaining time: 30 seconds. INFO [09:01:44.797] [mlr3] Applying learner 'classif.ranger' on task 'healthcare.88' (iter 3/5) Growing trees.. Progress: 11%. Estimated remaining time: 4 minutes, 9 seconds. Growing trees.. Progress: 22%. Estimated remaining time: 3 minutes, 38 seconds. Growing trees.. Progress: 33%. Estimated remaining time: 3 minutes, 7 seconds. Growing trees.. Progress: 44%. Estimated remaining time: 2 minutes, 36 seconds. Growing trees.. Progress: 55%. Estimated remaining time: 2 minutes, 6 seconds. Growing trees.. Progress: 66%. Estimated remaining time: 1 minute, 35 seconds. Growing trees.. Progress: 77%. Estimated remaining time: 1 minute, 5 seconds. Growing trees.. Progress: 88%. Estimated remaining time: 33 seconds. Growing trees.. Progress: 99%. Estimated remaining time: 2 seconds. INFO [09:06:30.539] [mlr3] Applying learner 'classif.ranger' on task 'healthcare.88' (iter 4/5) Growing trees.. Progress: 9%. Estimated remaining time: 5 minutes, 5 seconds. Growing trees.. Progress: 19%. Estimated remaining time: 4 minutes, 32 seconds. Growing trees.. Progress: 28%. Estimated remaining time: 4 minutes, 0 seconds. Growing trees.. Progress: 37%. Estimated remaining time: 3 minutes, 29 seconds. Growing trees.. Progress: 46%. Estimated remaining time: 2 minutes, 58 seconds. Growing trees.. Progress: 56%. Estimated remaining time: 2 minutes, 26 seconds. Growing trees.. Progress: 65%. Estimated remaining time: 1 minute, 55 seconds. Growing trees.. Progress: 75%. Estimated remaining time: 1 minute, 24 seconds. Growing trees.. Progress: 84%. Estimated remaining time: 53 seconds. Growing trees.. Progress: 93%. Estimated remaining time: 21 seconds. INFO [09:12:07.415] [mlr3] Applying learner 'classif.ranger' on task 'healthcare.88' (iter 5/5) Growing trees.. Progress: 11%. Estimated remaining time: 4 minutes, 19 seconds. Growing trees.. Progress: 21%. Estimated remaining time: 3 minutes, 49 seconds. Growing trees.. Progress: 32%. Estimated remaining time: 3 minutes, 20 seconds. Growing trees.. Progress: 42%. Estimated remaining time: 2 minutes, 49 seconds. Growing trees.. Progress: 53%. Estimated remaining time: 2 minutes, 18 seconds. Growing trees.. Progress: 64%. Estimated remaining time: 1 minute, 46 seconds. Growing trees.. Progress: 74%. Estimated remaining time: 1 minute, 15 seconds. Growing trees.. Progress: 85%. Estimated remaining time: 44 seconds. Growing trees.. Progress: 95%. Estimated remaining time: 13 seconds. INFO [09:17:04.178] [mlr3] Finished benchmark INFO [09:17:04.209] [bbotk] Result of batch 29: INFO [09:17:04.211] [bbotk] mtry.ratio replace sample.fraction num.trees classif.auc warnings errors INFO [09:17:04.211] [bbotk] 1 TRUE 0.775 1500 0.9514497 0 0 INFO [09:17:04.211] [bbotk] runtime_learners uhash INFO [09:17:04.211] [bbotk] 1523.451 a3a00800-28fc-441f-96d6-640dffc79558 INFO [09:17:04.212] [bbotk] Evaluating 1 configuration(s) INFO [09:17:04.220] [mlr3] Running benchmark with 5 resampling iterations INFO [09:17:04.225] [mlr3] Applying learner 'classif.ranger' on task 'healthcare.88' (iter 1/5) Growing trees.. Progress: 13%. Estimated remaining time: 3 minutes, 27 seconds. Growing trees.. Progress: 26%. Estimated remaining time: 2 minutes, 57 seconds. Growing trees.. Progress: 39%. Estimated remaining time: 2 minutes, 25 seconds. Growing trees.. Progress: 52%. Estimated remaining time: 1 minute, 54 seconds. Growing trees.. Progress: 65%. Estimated remaining time: 1 minute, 23 seconds. Growing trees.. Progress: 78%. Estimated remaining time: 52 seconds. Growing trees.. Progress: 91%. Estimated remaining time: 21 seconds. INFO [09:21:06.941] [mlr3] Applying learner 'classif.ranger' on task 'healthcare.88' (iter 2/5) Growing trees.. Progress: 13%. Estimated remaining time: 3 minutes, 29 seconds. Growing trees.. Progress: 26%. Estimated remaining time: 3 minutes, 0 seconds. Growing trees.. Progress: 38%. Estimated remaining time: 2 minutes, 30 seconds. Growing trees.. Progress: 51%. Estimated remaining time: 2 minutes, 0 seconds. Growing trees.. Progress: 63%. Estimated remaining time: 1 minute, 29 seconds. Growing trees.. Progress: 76%. Estimated remaining time: 58 seconds. Growing trees.. Progress: 89%. Estimated remaining time: 27 seconds. INFO [09:25:16.110] [mlr3] Applying learner 'classif.ranger' on task 'healthcare.88' (iter 3/5) Growing trees.. Progress: 16%. Estimated remaining time: 2 minutes, 46 seconds. Growing trees.. Progress: 32%. Estimated remaining time: 2 minutes, 14 seconds. Growing trees.. Progress: 47%. Estimated remaining time: 1 minute, 42 seconds. Growing trees.. Progress: 63%. Estimated remaining time: 1 minute, 12 seconds. Growing trees.. Progress: 79%. Estimated remaining time: 41 seconds. Growing trees.. Progress: 95%. Estimated remaining time: 10 seconds. INFO [09:28:37.310] [mlr3] Applying learner 'classif.ranger' on task 'healthcare.88' (iter 4/5) Growing trees.. Progress: 15%. Estimated remaining time: 2 minutes, 52 seconds. Growing trees.. Progress: 31%. Estimated remaining time: 2 minutes, 21 seconds. Growing trees.. Progress: 46%. Estimated remaining time: 1 minute, 50 seconds. Growing trees.. Progress: 61%. Estimated remaining time: 1 minute, 18 seconds. Growing trees.. Progress: 77%. Estimated remaining time: 47 seconds. Growing trees.. Progress: 92%. Estimated remaining time: 16 seconds. INFO [09:32:04.918] [mlr3] Applying learner 'classif.ranger' on task 'healthcare.88' (iter 5/5) Growing trees.. Progress: 17%. Estimated remaining time: 2 minutes, 29 seconds. Growing trees.. Progress: 34%. Estimated remaining time: 1 minute, 59 seconds. Growing trees.. Progress: 51%. Estimated remaining time: 1 minute, 28 seconds. Growing trees.. Progress: 68%. Estimated remaining time: 57 seconds. Growing trees.. Progress: 85%. Estimated remaining time: 26 seconds. INFO [09:35:10.855] [mlr3] Finished benchmark INFO [09:35:10.884] [bbotk] Result of batch 30: INFO [09:35:10.886] [bbotk] mtry.ratio replace sample.fraction num.trees classif.auc warnings errors INFO [09:35:10.886] [bbotk] 0.75 FALSE 0.55 1500 0.9544964 0 0 INFO [09:35:10.886] [bbotk] runtime_learners uhash INFO [09:35:10.886] [bbotk] 1086.571 89736771-97c6-4c06-831a-c1c8e6873ce0 INFO [09:35:10.887] [bbotk] Evaluating 1 configuration(s) INFO [09:35:10.895] [mlr3] Running benchmark with 5 resampling iterations INFO [09:35:10.900] [mlr3] Applying learner 'classif.ranger' on task 'healthcare.88' (iter 1/5) Growing trees.. Progress: 33%. Estimated remaining time: 1 minute, 2 seconds. Growing trees.. Progress: 66%. Estimated remaining time: 31 seconds. Growing trees.. Progress: 99%. Estimated remaining time: 0 seconds. INFO [09:36:51.061] [mlr3] Applying learner 'classif.ranger' on task 'healthcare.88' (iter 2/5) Growing trees.. Progress: 34%. Estimated remaining time: 1 minute, 1 seconds. Growing trees.. Progress: 67%. Estimated remaining time: 31 seconds. Growing trees.. Progress: 100%. Estimated remaining time: 0 seconds. INFO [09:38:30.609] [mlr3] Applying learner 'classif.ranger' on task 'healthcare.88' (iter 3/5) Growing trees.. Progress: 34%. Estimated remaining time: 1 minute, 1 seconds. Growing trees.. Progress: 67%. Estimated remaining time: 30 seconds. INFO [09:40:08.792] [mlr3] Applying learner 'classif.ranger' on task 'healthcare.88' (iter 4/5) Growing trees.. Progress: 33%. Estimated remaining time: 1 minute, 4 seconds. Growing trees.. Progress: 65%. Estimated remaining time: 33 seconds. Growing trees.. Progress: 97%. Estimated remaining time: 2 seconds. INFO [09:41:50.894] [mlr3] Applying learner 'classif.ranger' on task 'healthcare.88' (iter 5/5) Growing trees.. Progress: 34%. Estimated remaining time: 58 seconds. Growing trees.. Progress: 70%. Estimated remaining time: 27 seconds. INFO [09:43:25.468] [mlr3] Finished benchmark INFO [09:43:25.501] [bbotk] Result of batch 31: INFO [09:43:25.503] [bbotk] mtry.ratio replace sample.fraction num.trees classif.auc warnings errors INFO [09:43:25.503] [bbotk] 0.25 FALSE 0.55 2000 0.9571843 0 0 INFO [09:43:25.503] [bbotk] runtime_learners uhash INFO [09:43:25.503] [bbotk] 494.507 c155ec5b-8d2e-4d8a-a6a3-ee26b60468a3 INFO [09:43:25.504] [bbotk] Evaluating 1 configuration(s) INFO [09:43:25.511] [mlr3] Running benchmark with 5 resampling iterations INFO [09:43:25.516] [mlr3] Applying learner 'classif.ranger' on task 'healthcare.88' (iter 1/5) INFO [09:43:31.299] [mlr3] Applying learner 'classif.ranger' on task 'healthcare.88' (iter 2/5) INFO [09:43:37.095] [mlr3] Applying learner 'classif.ranger' on task 'healthcare.88' (iter 3/5) INFO [09:43:43.095] [mlr3] Applying learner 'classif.ranger' on task 'healthcare.88' (iter 4/5) INFO [09:43:48.990] [mlr3] Applying learner 'classif.ranger' on task 'healthcare.88' (iter 5/5) INFO [09:43:54.821] [mlr3] Finished benchmark INFO [09:43:54.851] [bbotk] Result of batch 32: INFO [09:43:54.853] [bbotk] mtry.ratio replace sample.fraction num.trees classif.auc warnings errors INFO [09:43:54.853] [bbotk] 0 FALSE 0.55 1000 0.9485606 0 0 INFO [09:43:54.853] [bbotk] runtime_learners uhash INFO [09:43:54.853] [bbotk] 29.251 5ee4575e-09d9-4db3-9849-4e6da9e211c7 INFO [09:43:54.854] [bbotk] Evaluating 1 configuration(s) INFO [09:43:54.862] [mlr3] Running benchmark with 5 resampling iterations INFO [09:43:54.866] [mlr3] Applying learner 'classif.ranger' on task 'healthcare.88' (iter 1/5) INFO [09:44:26.545] [mlr3] Applying learner 'classif.ranger' on task 'healthcare.88' (iter 2/5) INFO [09:45:00.265] [mlr3] Applying learner 'classif.ranger' on task 'healthcare.88' (iter 3/5) INFO [09:45:31.358] [mlr3] Applying learner 'classif.ranger' on task 'healthcare.88' (iter 4/5) INFO [09:46:02.080] [mlr3] Applying learner 'classif.ranger' on task 'healthcare.88' (iter 5/5) INFO [09:46:31.988] [mlr3] Finished benchmark INFO [09:46:32.017] [bbotk] Result of batch 33: INFO [09:46:32.019] [bbotk] mtry.ratio replace sample.fraction num.trees classif.auc warnings errors INFO [09:46:32.019] [bbotk] 0.25 FALSE 0.325 1000 0.9585217 0 0 INFO [09:46:32.019] [bbotk] runtime_learners uhash INFO [09:46:32.019] [bbotk] 157.067 7529c171-c880-4c0f-b40d-f6fbacbc873e INFO [09:46:32.021] [bbotk] Evaluating 1 configuration(s) INFO [09:46:32.028] [mlr3] Running benchmark with 5 resampling iterations INFO [09:46:32.034] [mlr3] Applying learner 'classif.ranger' on task 'healthcare.88' (iter 1/5) Growing trees.. Progress: 30%. Estimated remaining time: 1 minute, 12 seconds. Growing trees.. Progress: 60%. Estimated remaining time: 42 seconds. Growing trees.. Progress: 90%. Estimated remaining time: 10 seconds. INFO [09:48:18.727] [mlr3] Applying learner 'classif.ranger' on task 'healthcare.88' (iter 2/5) Growing trees.. Progress: 30%. Estimated remaining time: 1 minute, 13 seconds. Growing trees.. Progress: 59%. Estimated remaining time: 42 seconds. Growing trees.. Progress: 89%. Estimated remaining time: 11 seconds. INFO [09:50:06.666] [mlr3] Applying learner 'classif.ranger' on task 'healthcare.88' (iter 3/5) Growing trees.. Progress: 29%. Estimated remaining time: 1 minute, 15 seconds. Growing trees.. Progress: 58%. Estimated remaining time: 44 seconds. Growing trees.. Progress: 88%. Estimated remaining time: 12 seconds. INFO [09:51:55.279] [mlr3] Applying learner 'classif.ranger' on task 'healthcare.88' (iter 4/5) Growing trees.. Progress: 29%. Estimated remaining time: 1 minute, 16 seconds. Growing trees.. Progress: 58%. Estimated remaining time: 45 seconds. Growing trees.. Progress: 87%. Estimated remaining time: 14 seconds. INFO [09:53:45.598] [mlr3] Applying learner 'classif.ranger' on task 'healthcare.88' (iter 5/5) Growing trees.. Progress: 31%. Estimated remaining time: 1 minute, 8 seconds. Growing trees.. Progress: 63%. Estimated remaining time: 36 seconds. Growing trees.. Progress: 94%. Estimated remaining time: 6 seconds. INFO [09:55:27.524] [mlr3] Finished benchmark INFO [09:55:27.553] [bbotk] Result of batch 34: INFO [09:55:27.556] [bbotk] mtry.ratio replace sample.fraction num.trees classif.auc warnings errors INFO [09:55:27.556] [bbotk] 1 FALSE 0.325 1000 0.9552947 0 0 INFO [09:55:27.556] [bbotk] runtime_learners uhash INFO [09:55:27.556] [bbotk] 535.438 946ace9a-2db1-4f47-8469-df7738442ba6 INFO [09:55:27.557] [bbotk] Evaluating 1 configuration(s) INFO [09:55:27.564] [mlr3] Running benchmark with 5 resampling iterations INFO [09:55:27.570] [mlr3] Applying learner 'classif.ranger' on task 'healthcare.88' (iter 1/5) Growing trees.. Progress: 59%. Estimated remaining time: 21 seconds. INFO [09:56:21.706] [mlr3] Applying learner 'classif.ranger' on task 'healthcare.88' (iter 2/5) Growing trees.. Progress: 57%. Estimated remaining time: 23 seconds. INFO [09:57:16.214] [mlr3] Applying learner 'classif.ranger' on task 'healthcare.88' (iter 3/5) Growing trees.. Progress: 55%. Estimated remaining time: 25 seconds. INFO [09:58:14.615] [mlr3] Applying learner 'classif.ranger' on task 'healthcare.88' (iter 4/5) Growing trees.. Progress: 58%. Estimated remaining time: 22 seconds. INFO [09:59:08.938] [mlr3] Applying learner 'classif.ranger' on task 'healthcare.88' (iter 5/5) Growing trees.. Progress: 62%. Estimated remaining time: 19 seconds. INFO [10:00:00.610] [mlr3] Finished benchmark INFO [10:00:00.639] [bbotk] Result of batch 35: INFO [10:00:00.642] [bbotk] mtry.ratio replace sample.fraction num.trees classif.auc warnings errors INFO [10:00:00.642] [bbotk] 1 FALSE 0.325 500 0.9539695 0 0 INFO [10:00:00.642] [bbotk] runtime_learners uhash INFO [10:00:00.642] [bbotk] 272.989 b31346e5-13c9-405a-8cc2-e7315fc11bad INFO [10:00:00.643] [bbotk] Evaluating 1 configuration(s) INFO [10:00:00.650] [mlr3] Running benchmark with 5 resampling iterations INFO [10:00:00.655] [mlr3] Applying learner 'classif.ranger' on task 'healthcare.88' (iter 1/5) INFO [10:00:09.142] [mlr3] Applying learner 'classif.ranger' on task 'healthcare.88' (iter 2/5) INFO [10:00:17.679] [mlr3] Applying learner 'classif.ranger' on task 'healthcare.88' (iter 3/5) INFO [10:00:26.185] [mlr3] Applying learner 'classif.ranger' on task 'healthcare.88' (iter 4/5) INFO [10:00:34.644] [mlr3] Applying learner 'classif.ranger' on task 'healthcare.88' (iter 5/5) INFO [10:00:42.992] [mlr3] Finished benchmark INFO [10:00:43.021] [bbotk] Result of batch 36: INFO [10:00:43.024] [bbotk] mtry.ratio replace sample.fraction num.trees classif.auc warnings errors INFO [10:00:43.024] [bbotk] 0 FALSE 0.1 2000 0.9475214 0 0 INFO [10:00:43.024] [bbotk] runtime_learners uhash INFO [10:00:43.024] [bbotk] 42.283 677d70bd-b3eb-4ce7-b9b1-10a5147edf89 INFO [10:00:43.025] [bbotk] Evaluating 1 configuration(s) INFO [10:00:43.032] [mlr3] Running benchmark with 5 resampling iterations INFO [10:00:43.037] [mlr3] Applying learner 'classif.ranger' on task 'healthcare.88' (iter 1/5) INFO [10:00:43.169] [mlr3] Applying learner 'classif.ranger' on task 'healthcare.88' (iter 2/5) INFO [10:00:43.312] [mlr3] Applying learner 'classif.ranger' on task 'healthcare.88' (iter 3/5) INFO [10:00:43.459] [mlr3] Applying learner 'classif.ranger' on task 'healthcare.88' (iter 4/5) INFO [10:00:43.595] [mlr3] Applying learner 'classif.ranger' on task 'healthcare.88' (iter 5/5) INFO [10:00:43.726] [mlr3] Finished benchmark INFO [10:00:43.755] [bbotk] Result of batch 37: INFO [10:00:43.757] [bbotk] mtry.ratio replace sample.fraction num.trees classif.auc warnings errors INFO [10:00:43.757] [bbotk] 0.75 TRUE 0.1 1 0.7262797 0 0 INFO [10:00:43.757] [bbotk] runtime_learners uhash INFO [10:00:43.757] [bbotk] 0.636 9a9c8803-be18-45c1-b02b-a7de583b0c7b INFO [10:00:43.758] [bbotk] Evaluating 1 configuration(s) INFO [10:00:43.766] [mlr3] Running benchmark with 5 resampling iterations INFO [10:00:43.771] [mlr3] Applying learner 'classif.ranger' on task 'healthcare.88' (iter 1/5) Growing trees.. Progress: 56%. Estimated remaining time: 24 seconds. INFO [10:01:41.391] [mlr3] Applying learner 'classif.ranger' on task 'healthcare.88' (iter 2/5) Growing trees.. Progress: 57%. Estimated remaining time: 23 seconds. INFO [10:02:37.674] [mlr3] Applying learner 'classif.ranger' on task 'healthcare.88' (iter 3/5) Growing trees.. Progress: 57%. Estimated remaining time: 23 seconds. INFO [10:03:34.409] [mlr3] Applying learner 'classif.ranger' on task 'healthcare.88' (iter 4/5) Growing trees.. Progress: 58%. Estimated remaining time: 22 seconds. INFO [10:04:30.373] [mlr3] Applying learner 'classif.ranger' on task 'healthcare.88' (iter 5/5) Growing trees.. Progress: 62%. Estimated remaining time: 19 seconds. INFO [10:05:22.757] [mlr3] Finished benchmark INFO [10:05:22.786] [bbotk] Result of batch 38: INFO [10:05:22.789] [bbotk] mtry.ratio replace sample.fraction num.trees classif.auc warnings errors INFO [10:05:22.789] [bbotk] 0.25 TRUE 0.775 1000 0.9567457 0 0 INFO [10:05:22.789] [bbotk] runtime_learners uhash INFO [10:05:22.789] [bbotk] 278.932 62771138-089c-4563-9f60-647cb483f05f INFO [10:05:22.790] [bbotk] Evaluating 1 configuration(s) INFO [10:05:22.797] [mlr3] Running benchmark with 5 resampling iterations INFO [10:05:22.803] [mlr3] Applying learner 'classif.ranger' on task 'healthcare.88' (iter 1/5) Growing trees.. Progress: 13%. Estimated remaining time: 3 minutes, 35 seconds. Growing trees.. Progress: 25%. Estimated remaining time: 3 minutes, 7 seconds. Growing trees.. Progress: 37%. Estimated remaining time: 2 minutes, 36 seconds. Growing trees.. Progress: 50%. Estimated remaining time: 2 minutes, 5 seconds. Growing trees.. Progress: 62%. Estimated remaining time: 1 minute, 33 seconds. Growing trees.. Progress: 75%. Estimated remaining time: 1 minute, 2 seconds. Growing trees.. Progress: 87%. Estimated remaining time: 31 seconds. Growing trees.. Progress: 100%. Estimated remaining time: 0 seconds. INFO [10:09:36.392] [mlr3] Applying learner 'classif.ranger' on task 'healthcare.88' (iter 2/5) Growing trees.. Progress: 12%. Estimated remaining time: 3 minutes, 43 seconds. Growing trees.. Progress: 24%. Estimated remaining time: 3 minutes, 12 seconds. Growing trees.. Progress: 37%. Estimated remaining time: 2 minutes, 40 seconds. Growing trees.. Progress: 49%. Estimated remaining time: 2 minutes, 9 seconds. Growing trees.. Progress: 61%. Estimated remaining time: 1 minute, 38 seconds. Growing trees.. Progress: 73%. Estimated remaining time: 1 minute, 7 seconds. Growing trees.. Progress: 86%. Estimated remaining time: 36 seconds. Growing trees.. Progress: 98%. Estimated remaining time: 5 seconds. INFO [10:13:53.984] [mlr3] Applying learner 'classif.ranger' on task 'healthcare.88' (iter 3/5) Growing trees.. Progress: 13%. Estimated remaining time: 3 minutes, 33 seconds. Growing trees.. Progress: 25%. Estimated remaining time: 3 minutes, 3 seconds. Growing trees.. Progress: 38%. Estimated remaining time: 2 minutes, 32 seconds. Growing trees.. Progress: 50%. Estimated remaining time: 2 minutes, 2 seconds. Growing trees.. Progress: 63%. Estimated remaining time: 1 minute, 32 seconds. Growing trees.. Progress: 75%. Estimated remaining time: 1 minute, 1 seconds. Growing trees.. Progress: 88%. Estimated remaining time: 30 seconds. INFO [10:18:06.146] [mlr3] Applying learner 'classif.ranger' on task 'healthcare.88' (iter 4/5) Growing trees.. Progress: 12%. Estimated remaining time: 3 minutes, 43 seconds. Growing trees.. Progress: 24%. Estimated remaining time: 3 minutes, 12 seconds. Growing trees.. Progress: 36%. Estimated remaining time: 2 minutes, 42 seconds. Growing trees.. Progress: 49%. Estimated remaining time: 2 minutes, 10 seconds. Growing trees.. Progress: 61%. Estimated remaining time: 1 minute, 39 seconds. Growing trees.. Progress: 73%. Estimated remaining time: 1 minute, 8 seconds. Growing trees.. Progress: 85%. Estimated remaining time: 37 seconds. Growing trees.. Progress: 97%. Estimated remaining time: 6 seconds. INFO [10:22:25.282] [mlr3] Applying learner 'classif.ranger' on task 'healthcare.88' (iter 5/5) Growing trees.. Progress: 11%. Estimated remaining time: 4 minutes, 7 seconds. Growing trees.. Progress: 22%. Estimated remaining time: 3 minutes, 35 seconds. Growing trees.. Progress: 34%. Estimated remaining time: 3 minutes, 2 seconds. Growing trees.. Progress: 45%. Estimated remaining time: 2 minutes, 31 seconds. Growing trees.. Progress: 56%. Estimated remaining time: 2 minutes, 0 seconds. Growing trees.. Progress: 68%. Estimated remaining time: 1 minute, 28 seconds. Growing trees.. Progress: 79%. Estimated remaining time: 57 seconds. Growing trees.. Progress: 91%. Estimated remaining time: 26 seconds. INFO [10:27:04.126] [mlr3] Finished benchmark INFO [10:27:04.159] [bbotk] Result of batch 39: INFO [10:27:04.162] [bbotk] mtry.ratio replace sample.fraction num.trees classif.auc warnings errors INFO [10:27:04.162] [bbotk] 1 FALSE 0.55 1500 0.9518925 0 0 INFO [10:27:04.162] [bbotk] runtime_learners uhash INFO [10:27:04.162] [bbotk] 1301.264 6d702391-c89a-48e1-9068-7be640a69d69 INFO [10:27:04.163] [bbotk] Evaluating 1 configuration(s) INFO [10:27:04.170] [mlr3] Running benchmark with 5 resampling iterations INFO [10:27:04.175] [mlr3] Applying learner 'classif.ranger' on task 'healthcare.88' (iter 1/5) INFO [10:27:07.106] [mlr3] Applying learner 'classif.ranger' on task 'healthcare.88' (iter 2/5) INFO [10:27:10.080] [mlr3] Applying learner 'classif.ranger' on task 'healthcare.88' (iter 3/5) INFO [10:27:13.011] [mlr3] Applying learner 'classif.ranger' on task 'healthcare.88' (iter 4/5) INFO [10:27:15.959] [mlr3] Applying learner 'classif.ranger' on task 'healthcare.88' (iter 5/5) INFO [10:27:18.903] [mlr3] Finished benchmark INFO [10:27:18.934] [bbotk] Result of batch 40: INFO [10:27:18.936] [bbotk] mtry.ratio replace sample.fraction num.trees classif.auc warnings errors INFO [10:27:18.936] [bbotk] 0 TRUE 0.775 500 0.9485388 0 0 INFO [10:27:18.936] [bbotk] runtime_learners uhash INFO [10:27:18.936] [bbotk] 14.673 75f5eae6-8aa1-431d-a499-9be9e6aa1050 INFO [10:27:18.937] [bbotk] Evaluating 1 configuration(s) INFO [10:27:18.945] [mlr3] Running benchmark with 5 resampling iterations INFO [10:27:18.950] [mlr3] Applying learner 'classif.ranger' on task 'healthcare.88' (iter 1/5) INFO [10:27:21.918] [mlr3] Applying learner 'classif.ranger' on task 'healthcare.88' (iter 2/5) INFO [10:27:24.935] [mlr3] Applying learner 'classif.ranger' on task 'healthcare.88' (iter 3/5) INFO [10:27:27.916] [mlr3] Applying learner 'classif.ranger' on task 'healthcare.88' (iter 4/5) INFO [10:27:30.792] [mlr3] Applying learner 'classif.ranger' on task 'healthcare.88' (iter 5/5) INFO [10:27:33.816] [mlr3] Finished benchmark INFO [10:27:33.846] [bbotk] Result of batch 41: INFO [10:27:33.848] [bbotk] mtry.ratio replace sample.fraction num.trees classif.auc warnings errors INFO [10:27:33.848] [bbotk] 0 FALSE 0.775 500 0.9481653 0 0 INFO [10:27:33.848] [bbotk] runtime_learners uhash INFO [10:27:33.848] [bbotk] 14.811 ecd11a53-4b18-4de0-8b30-d6fd4b43719b INFO [10:27:33.850] [bbotk] Evaluating 1 configuration(s) INFO [10:27:33.858] [mlr3] Running benchmark with 5 resampling iterations INFO [10:27:33.863] [mlr3] Applying learner 'classif.ranger' on task 'healthcare.88' (iter 1/5) INFO [10:27:36.797] [mlr3] Applying learner 'classif.ranger' on task 'healthcare.88' (iter 2/5) INFO [10:27:39.647] [mlr3] Applying learner 'classif.ranger' on task 'healthcare.88' (iter 3/5) INFO [10:27:42.470] [mlr3] Applying learner 'classif.ranger' on task 'healthcare.88' (iter 4/5) INFO [10:27:45.169] [mlr3] Applying learner 'classif.ranger' on task 'healthcare.88' (iter 5/5) INFO [10:27:47.984] [mlr3] Finished benchmark INFO [10:27:48.014] [bbotk] Result of batch 42: INFO [10:27:48.017] [bbotk] mtry.ratio replace sample.fraction num.trees classif.auc warnings errors INFO [10:27:48.017] [bbotk] 0 FALSE 0.55 500 0.9485679 0 0 INFO [10:27:48.017] [bbotk] runtime_learners uhash INFO [10:27:48.017] [bbotk] 14.069 337085db-6664-479b-a8c7-95271769bf2b INFO [10:27:48.018] [bbotk] Evaluating 1 configuration(s) INFO [10:27:48.026] [mlr3] Running benchmark with 5 resampling iterations INFO [10:27:48.031] [mlr3] Applying learner 'classif.ranger' on task 'healthcare.88' (iter 1/5) Growing trees.. Progress: 34%. Estimated remaining time: 59 seconds. Growing trees.. Progress: 68%. Estimated remaining time: 28 seconds. INFO [10:29:20.311] [mlr3] Applying learner 'classif.ranger' on task 'healthcare.88' (iter 2/5) Growing trees.. Progress: 34%. Estimated remaining time: 1 minute, 0 seconds. Growing trees.. Progress: 68%. Estimated remaining time: 29 seconds. INFO [10:30:52.948] [mlr3] Applying learner 'classif.ranger' on task 'healthcare.88' (iter 3/5) Growing trees.. Progress: 36%. Estimated remaining time: 56 seconds. Growing trees.. Progress: 71%. Estimated remaining time: 24 seconds. INFO [10:32:20.505] [mlr3] Applying learner 'classif.ranger' on task 'healthcare.88' (iter 4/5) Growing trees.. Progress: 34%. Estimated remaining time: 1 minute, 0 seconds. Growing trees.. Progress: 68%. Estimated remaining time: 29 seconds. INFO [10:33:53.778] [mlr3] Applying learner 'classif.ranger' on task 'healthcare.88' (iter 5/5) Growing trees.. Progress: 35%. Estimated remaining time: 56 seconds. Growing trees.. Progress: 71%. Estimated remaining time: 24 seconds. INFO [10:35:21.696] [mlr3] Finished benchmark INFO [10:35:21.725] [bbotk] Result of batch 43: INFO [10:35:21.728] [bbotk] mtry.ratio replace sample.fraction num.trees classif.auc warnings errors INFO [10:35:21.728] [bbotk] 0.75 FALSE 0.775 500 0.9489389 0 0 INFO [10:35:21.728] [bbotk] runtime_learners uhash INFO [10:35:21.728] [bbotk] 453.577 92100ff1-b1a5-42c2-9ed9-d72312a2e3c4 INFO [10:35:21.729] [bbotk] Evaluating 1 configuration(s) INFO [10:35:21.737] [mlr3] Running benchmark with 5 resampling iterations INFO [10:35:21.742] [mlr3] Applying learner 'classif.ranger' on task 'healthcare.88' (iter 1/5) Growing trees.. Progress: 23%. Estimated remaining time: 1 minute, 43 seconds. Growing trees.. Progress: 46%. Estimated remaining time: 1 minute, 12 seconds. Growing trees.. Progress: 69%. Estimated remaining time: 41 seconds. Growing trees.. Progress: 92%. Estimated remaining time: 10 seconds. INFO [10:37:41.306] [mlr3] Applying learner 'classif.ranger' on task 'healthcare.88' (iter 2/5) Growing trees.. Progress: 22%. Estimated remaining time: 1 minute, 48 seconds. Growing trees.. Progress: 44%. Estimated remaining time: 1 minute, 18 seconds. Growing trees.. Progress: 66%. Estimated remaining time: 46 seconds. Growing trees.. Progress: 88%. Estimated remaining time: 16 seconds. INFO [10:40:07.056] [mlr3] Applying learner 'classif.ranger' on task 'healthcare.88' (iter 3/5) Growing trees.. Progress: 24%. Estimated remaining time: 1 minute, 40 seconds. Growing trees.. Progress: 47%. Estimated remaining time: 1 minute, 9 seconds. Growing trees.. Progress: 71%. Estimated remaining time: 38 seconds. Growing trees.. Progress: 95%. Estimated remaining time: 6 seconds. INFO [10:42:23.075] [mlr3] Applying learner 'classif.ranger' on task 'healthcare.88' (iter 4/5) Growing trees.. Progress: 23%. Estimated remaining time: 1 minute, 42 seconds. Growing trees.. Progress: 46%. Estimated remaining time: 1 minute, 11 seconds. Growing trees.. Progress: 70%. Estimated remaining time: 40 seconds. Growing trees.. Progress: 93%. Estimated remaining time: 9 seconds. INFO [10:44:42.151] [mlr3] Applying learner 'classif.ranger' on task 'healthcare.88' (iter 5/5) Growing trees.. Progress: 25%. Estimated remaining time: 1 minute, 33 seconds. Growing trees.. Progress: 50%. Estimated remaining time: 1 minute, 3 seconds. Growing trees.. Progress: 74%. Estimated remaining time: 31 seconds. Growing trees.. Progress: 99%. Estimated remaining time: 0 seconds. INFO [10:46:52.005] [mlr3] Finished benchmark INFO [10:46:52.044] [bbotk] Result of batch 44: INFO [10:46:52.047] [bbotk] mtry.ratio replace sample.fraction num.trees classif.auc warnings errors INFO [10:46:52.047] [bbotk] 0.25 TRUE 1 2000 0.956699 0 0 INFO [10:46:52.047] [bbotk] runtime_learners uhash INFO [10:46:52.047] [bbotk] 690.188 14fe04f6-088f-426b-a416-59245f38eb5a INFO [10:46:52.048] [bbotk] Evaluating 1 configuration(s) INFO [10:46:52.056] [mlr3] Running benchmark with 5 resampling iterations INFO [10:46:52.061] [mlr3] Applying learner 'classif.ranger' on task 'healthcare.88' (iter 1/5) INFO [10:46:57.395] [mlr3] Applying learner 'classif.ranger' on task 'healthcare.88' (iter 2/5) INFO [10:47:02.750] [mlr3] Applying learner 'classif.ranger' on task 'healthcare.88' (iter 3/5) INFO [10:47:07.975] [mlr3] Applying learner 'classif.ranger' on task 'healthcare.88' (iter 4/5) INFO [10:47:13.219] [mlr3] Applying learner 'classif.ranger' on task 'healthcare.88' (iter 5/5) INFO [10:47:18.470] [mlr3] Finished benchmark INFO [10:47:18.500] [bbotk] Result of batch 45: INFO [10:47:18.502] [bbotk] mtry.ratio replace sample.fraction num.trees classif.auc warnings errors INFO [10:47:18.502] [bbotk] 0 FALSE 0.325 1000 0.9481947 0 0 INFO [10:47:18.502] [bbotk] runtime_learners uhash INFO [10:47:18.502] [bbotk] 26.354 678c9f88-614c-41f5-8c9f-f95cf62c2c4f INFO [10:47:18.504] [bbotk] Evaluating 1 configuration(s) INFO [10:47:18.511] [mlr3] Running benchmark with 5 resampling iterations INFO [10:47:18.516] [mlr3] Applying learner 'classif.ranger' on task 'healthcare.88' (iter 1/5) INFO [10:47:20.717] [mlr3] Applying learner 'classif.ranger' on task 'healthcare.88' (iter 2/5) INFO [10:47:22.974] [mlr3] Applying learner 'classif.ranger' on task 'healthcare.88' (iter 3/5) INFO [10:47:25.293] [mlr3] Applying learner 'classif.ranger' on task 'healthcare.88' (iter 4/5) INFO [10:47:27.601] [mlr3] Applying learner 'classif.ranger' on task 'healthcare.88' (iter 5/5) INFO [10:47:29.868] [mlr3] Finished benchmark INFO [10:47:29.899] [bbotk] Result of batch 46: INFO [10:47:29.902] [bbotk] mtry.ratio replace sample.fraction num.trees classif.auc warnings errors INFO [10:47:29.902] [bbotk] 0 TRUE 0.325 500 0.9473837 0 0 INFO [10:47:29.902] [bbotk] runtime_learners uhash INFO [10:47:29.902] [bbotk] 11.282 fd1542bf-6046-44d8-bb29-10685dbfdc9f INFO [10:47:29.904] [bbotk] Evaluating 1 configuration(s) INFO [10:47:29.912] [mlr3] Running benchmark with 5 resampling iterations INFO [10:47:29.917] [mlr3] Applying learner 'classif.ranger' on task 'healthcare.88' (iter 1/5) Growing trees.. Progress: 40%. Estimated remaining time: 45 seconds. Growing trees.. Progress: 81%. Estimated remaining time: 14 seconds. INFO [10:48:51.500] [mlr3] Applying learner 'classif.ranger' on task 'healthcare.88' (iter 2/5) Growing trees.. Progress: 39%. Estimated remaining time: 48 seconds. Growing trees.. Progress: 78%. Estimated remaining time: 17 seconds. INFO [10:50:15.900] [mlr3] Applying learner 'classif.ranger' on task 'healthcare.88' (iter 3/5) Growing trees.. Progress: 38%. Estimated remaining time: 49 seconds. Growing trees.. Progress: 77%. Estimated remaining time: 18 seconds. INFO [10:51:40.687] [mlr3] Applying learner 'classif.ranger' on task 'healthcare.88' (iter 4/5) Growing trees.. Progress: 38%. Estimated remaining time: 50 seconds. Growing trees.. Progress: 77%. Estimated remaining time: 18 seconds. INFO [10:53:05.919] [mlr3] Applying learner 'classif.ranger' on task 'healthcare.88' (iter 5/5) Growing trees.. Progress: 41%. Estimated remaining time: 45 seconds. Growing trees.. Progress: 81%. Estimated remaining time: 14 seconds. INFO [10:54:27.115] [mlr3] Finished benchmark INFO [10:54:27.145] [bbotk] Result of batch 47: INFO [10:54:27.148] [bbotk] mtry.ratio replace sample.fraction num.trees classif.auc warnings errors INFO [10:54:27.148] [bbotk] 0.5 FALSE 0.325 1500 0.9573438 0 0 INFO [10:54:27.148] [bbotk] runtime_learners uhash INFO [10:54:27.148] [bbotk] 417.143 68c40572-4785-41bb-9964-e2896ddb04a5 INFO [10:54:27.149] [bbotk] Evaluating 1 configuration(s) INFO [10:54:27.158] [mlr3] Running benchmark with 5 resampling iterations INFO [10:54:27.163] [mlr3] Applying learner 'classif.ranger' on task 'healthcare.88' (iter 1/5) Growing trees.. Progress: 48%. Estimated remaining time: 33 seconds. Growing trees.. Progress: 96%. Estimated remaining time: 2 seconds. INFO [10:55:33.033] [mlr3] Applying learner 'classif.ranger' on task 'healthcare.88' (iter 2/5) Growing trees.. Progress: 49%. Estimated remaining time: 32 seconds. Growing trees.. Progress: 97%. Estimated remaining time: 1 seconds. INFO [10:56:38.472] [mlr3] Applying learner 'classif.ranger' on task 'healthcare.88' (iter 3/5) Growing trees.. Progress: 48%. Estimated remaining time: 34 seconds. Growing trees.. Progress: 95%. Estimated remaining time: 3 seconds. INFO [10:57:45.189] [mlr3] Applying learner 'classif.ranger' on task 'healthcare.88' (iter 4/5) Growing trees.. Progress: 48%. Estimated remaining time: 33 seconds. Growing trees.. Progress: 96%. Estimated remaining time: 2 seconds. INFO [10:58:50.985] [mlr3] Applying learner 'classif.ranger' on task 'healthcare.88' (iter 5/5) Growing trees.. Progress: 51%. Estimated remaining time: 29 seconds. INFO [10:59:53.351] [mlr3] Finished benchmark INFO [10:59:53.381] [bbotk] Result of batch 48: INFO [10:59:53.384] [bbotk] mtry.ratio replace sample.fraction num.trees classif.auc warnings errors INFO [10:59:53.384] [bbotk] 0.75 FALSE 0.55 500 0.9536272 0 0 INFO [10:59:53.384] [bbotk] runtime_learners uhash INFO [10:59:53.384] [bbotk] 326.134 f8ec21f9-2468-49fe-93ff-7d16e37ba2f0 INFO [10:59:53.385] [bbotk] Evaluating 1 configuration(s) INFO [10:59:53.393] [mlr3] Running benchmark with 5 resampling iterations INFO [10:59:53.398] [mlr3] Applying learner 'classif.ranger' on task 'healthcare.88' (iter 1/5) INFO [10:59:53.518] [mlr3] Applying learner 'classif.ranger' on task 'healthcare.88' (iter 2/5) INFO [10:59:53.632] [mlr3] Applying learner 'classif.ranger' on task 'healthcare.88' (iter 3/5) INFO [10:59:53.749] [mlr3] Applying learner 'classif.ranger' on task 'healthcare.88' (iter 4/5) INFO [10:59:53.867] [mlr3] Applying learner 'classif.ranger' on task 'healthcare.88' (iter 5/5) INFO [10:59:53.983] [mlr3] Finished benchmark INFO [10:59:54.013] [bbotk] Result of batch 49: INFO [10:59:54.016] [bbotk] mtry.ratio replace sample.fraction num.trees classif.auc warnings errors INFO [10:59:54.016] [bbotk] 0 TRUE 1 1 0.7212695 0 0 INFO [10:59:54.016] [bbotk] runtime_learners uhash INFO [10:59:54.016] [bbotk] 0.532 5b703c24-5065-4b12-8c9a-12ed29719b81 INFO [10:59:54.017] [bbotk] Evaluating 1 configuration(s) INFO [10:59:54.024] [mlr3] Running benchmark with 5 resampling iterations INFO [10:59:54.029] [mlr3] Applying learner 'classif.ranger' on task 'healthcare.88' (iter 1/5) INFO [10:59:54.276] [mlr3] Applying learner 'classif.ranger' on task 'healthcare.88' (iter 2/5) INFO [10:59:54.486] [mlr3] Applying learner 'classif.ranger' on task 'healthcare.88' (iter 3/5) INFO [10:59:54.703] [mlr3] Applying learner 'classif.ranger' on task 'healthcare.88' (iter 4/5) INFO [10:59:54.924] [mlr3] Applying learner 'classif.ranger' on task 'healthcare.88' (iter 5/5) INFO [10:59:55.123] [mlr3] Finished benchmark INFO [10:59:55.152] [bbotk] Result of batch 50: INFO [10:59:55.155] [bbotk] mtry.ratio replace sample.fraction num.trees classif.auc warnings errors INFO [10:59:55.155] [bbotk] 0.5 TRUE 0.775 1 0.7462852 0 0 INFO [10:59:55.155] [bbotk] runtime_learners uhash INFO [10:59:55.155] [bbotk] 1.042 9ad6453d-5e70-4012-8a76-b99f4621db64 INFO [10:59:55.156] [bbotk] Evaluating 1 configuration(s) INFO [10:59:55.164] [mlr3] Running benchmark with 5 resampling iterations INFO [10:59:55.168] [mlr3] Applying learner 'classif.ranger' on task 'healthcare.88' (iter 1/5) Growing trees.. Progress: 30%. Estimated remaining time: 1 minute, 11 seconds. Growing trees.. Progress: 61%. Estimated remaining time: 40 seconds. Growing trees.. Progress: 91%. Estimated remaining time: 9 seconds. INFO [11:01:39.803] [mlr3] Applying learner 'classif.ranger' on task 'healthcare.88' (iter 2/5) Growing trees.. Progress: 31%. Estimated remaining time: 1 minute, 9 seconds. Growing trees.. Progress: 62%. Estimated remaining time: 38 seconds. Growing trees.. Progress: 93%. Estimated remaining time: 7 seconds. INFO [11:03:22.792] [mlr3] Applying learner 'classif.ranger' on task 'healthcare.88' (iter 3/5) Growing trees.. Progress: 32%. Estimated remaining time: 1 minute, 7 seconds. Growing trees.. Progress: 63%. Estimated remaining time: 36 seconds. Growing trees.. Progress: 94%. Estimated remaining time: 5 seconds. INFO [11:05:03.543] [mlr3] Applying learner 'classif.ranger' on task 'healthcare.88' (iter 4/5) Growing trees.. Progress: 30%. Estimated remaining time: 1 minute, 11 seconds. Growing trees.. Progress: 61%. Estimated remaining time: 39 seconds. Growing trees.. Progress: 92%. Estimated remaining time: 8 seconds. INFO [11:06:47.083] [mlr3] Applying learner 'classif.ranger' on task 'healthcare.88' (iter 5/5) Growing trees.. Progress: 33%. Estimated remaining time: 1 minute, 2 seconds. Growing trees.. Progress: 66%. Estimated remaining time: 32 seconds. Growing trees.. Progress: 99%. Estimated remaining time: 1 seconds. INFO [11:08:23.768] [mlr3] Finished benchmark INFO [11:08:23.809] [bbotk] Result of batch 51: INFO [11:08:23.812] [bbotk] mtry.ratio replace sample.fraction num.trees classif.auc warnings errors INFO [11:08:23.812] [bbotk] 0.5 TRUE 0.775 1000 0.9557345 0 0 INFO [11:08:23.812] [bbotk] runtime_learners uhash INFO [11:08:23.812] [bbotk] 508.546 b7a4bb8a-0423-401c-b0c8-bbb11e38074a INFO [11:08:23.813] [bbotk] Evaluating 1 configuration(s) INFO [11:08:23.820] [mlr3] Running benchmark with 5 resampling iterations INFO [11:08:23.825] [mlr3] Applying learner 'classif.ranger' on task 'healthcare.88' (iter 1/5) Growing trees.. Progress: 19%. Estimated remaining time: 2 minutes, 15 seconds. Growing trees.. Progress: 37%. Estimated remaining time: 1 minute, 45 seconds. Growing trees.. Progress: 56%. Estimated remaining time: 1 minute, 14 seconds. Growing trees.. Progress: 74%. Estimated remaining time: 43 seconds. Growing trees.. Progress: 93%. Estimated remaining time: 12 seconds. INFO [11:11:13.796] [mlr3] Applying learner 'classif.ranger' on task 'healthcare.88' (iter 2/5) Growing trees.. Progress: 18%. Estimated remaining time: 2 minutes, 20 seconds. Growing trees.. Progress: 36%. Estimated remaining time: 1 minute, 50 seconds. Growing trees.. Progress: 54%. Estimated remaining time: 1 minute, 18 seconds. Growing trees.. Progress: 72%. Estimated remaining time: 48 seconds. Growing trees.. Progress: 89%. Estimated remaining time: 18 seconds. INFO [11:14:10.269] [mlr3] Applying learner 'classif.ranger' on task 'healthcare.88' (iter 3/5) Growing trees.. Progress: 19%. Estimated remaining time: 2 minutes, 13 seconds. Growing trees.. Progress: 37%. Estimated remaining time: 1 minute, 44 seconds. Growing trees.. Progress: 56%. Estimated remaining time: 1 minute, 13 seconds. Growing trees.. Progress: 75%. Estimated remaining time: 42 seconds. Growing trees.. Progress: 93%. Estimated remaining time: 11 seconds. INFO [11:16:59.629] [mlr3] Applying learner 'classif.ranger' on task 'healthcare.88' (iter 4/5) Growing trees.. Progress: 18%. Estimated remaining time: 2 minutes, 17 seconds. Growing trees.. Progress: 37%. Estimated remaining time: 1 minute, 46 seconds. Growing trees.. Progress: 56%. Estimated remaining time: 1 minute, 14 seconds. Growing trees.. Progress: 74%. Estimated remaining time: 43 seconds. Growing trees.. Progress: 93%. Estimated remaining time: 12 seconds. INFO [11:19:49.633] [mlr3] Applying learner 'classif.ranger' on task 'healthcare.88' (iter 5/5) Growing trees.. Progress: 19%. Estimated remaining time: 2 minutes, 11 seconds. Growing trees.. Progress: 38%. Estimated remaining time: 1 minute, 40 seconds. Growing trees.. Progress: 57%. Estimated remaining time: 1 minute, 10 seconds. Growing trees.. Progress: 76%. Estimated remaining time: 38 seconds. Growing trees.. Progress: 95%. Estimated remaining time: 7 seconds. INFO [11:22:34.775] [mlr3] Finished benchmark INFO [11:22:34.805] [bbotk] Result of batch 52: INFO [11:22:34.808] [bbotk] mtry.ratio replace sample.fraction num.trees classif.auc warnings errors INFO [11:22:34.808] [bbotk] 1 FALSE 0.55 1000 0.9528191 0 0 INFO [11:22:34.808] [bbotk] runtime_learners uhash INFO [11:22:34.808] [bbotk] 850.896 ba8e0a38-698c-4078-8a76-80ca97cb4119 INFO [11:22:34.809] [bbotk] Evaluating 1 configuration(s) INFO [11:22:34.817] [mlr3] Running benchmark with 5 resampling iterations INFO [11:22:34.822] [mlr3] Applying learner 'classif.ranger' on task 'healthcare.88' (iter 1/5) INFO [11:23:02.266] [mlr3] Applying learner 'classif.ranger' on task 'healthcare.88' (iter 2/5) INFO [11:23:29.554] [mlr3] Applying learner 'classif.ranger' on task 'healthcare.88' (iter 3/5) INFO [11:23:55.778] [mlr3] Applying learner 'classif.ranger' on task 'healthcare.88' (iter 4/5) INFO [11:24:23.336] [mlr3] Applying learner 'classif.ranger' on task 'healthcare.88' (iter 5/5) INFO [11:24:49.641] [mlr3] Finished benchmark INFO [11:24:49.671] [bbotk] Result of batch 53: INFO [11:24:49.673] [bbotk] mtry.ratio replace sample.fraction num.trees classif.auc warnings errors INFO [11:24:49.673] [bbotk] 0.5 FALSE 0.325 500 0.9566767 0 0 INFO [11:24:49.673] [bbotk] runtime_learners uhash INFO [11:24:49.673] [bbotk] 134.766 09e9f327-fa8a-4f36-94a2-17fa4d4b402f INFO [11:24:49.674] [bbotk] Evaluating 1 configuration(s) INFO [11:24:49.682] [mlr3] Running benchmark with 5 resampling iterations INFO [11:24:49.687] [mlr3] Applying learner 'classif.ranger' on task 'healthcare.88' (iter 1/5) INFO [11:24:49.908] [mlr3] Applying learner 'classif.ranger' on task 'healthcare.88' (iter 2/5) INFO [11:24:50.121] [mlr3] Applying learner 'classif.ranger' on task 'healthcare.88' (iter 3/5) INFO [11:24:50.334] [mlr3] Applying learner 'classif.ranger' on task 'healthcare.88' (iter 4/5) INFO [11:24:50.533] [mlr3] Applying learner 'classif.ranger' on task 'healthcare.88' (iter 5/5) INFO [11:24:50.762] [mlr3] Finished benchmark INFO [11:24:50.791] [bbotk] Result of batch 54: INFO [11:24:50.794] [bbotk] mtry.ratio replace sample.fraction num.trees classif.auc warnings errors INFO [11:24:50.794] [bbotk] 1 FALSE 0.325 1 0.7413008 0 0 INFO [11:24:50.794] [bbotk] runtime_learners uhash INFO [11:24:50.794] [bbotk] 1.024 a4684944-898d-443a-bc78-ecd11c99f595 INFO [11:24:50.795] [bbotk] Evaluating 1 configuration(s) INFO [11:24:50.802] [mlr3] Running benchmark with 5 resampling iterations INFO [11:24:50.807] [mlr3] Applying learner 'classif.ranger' on task 'healthcare.88' (iter 1/5) Growing trees.. Progress: 4%. Estimated remaining time: 11 minutes, 29 seconds. Growing trees.. Progress: 9%. Estimated remaining time: 10 minutes, 58 seconds. Growing trees.. Progress: 13%. Estimated remaining time: 10 minutes, 30 seconds. Growing trees.. Progress: 17%. Estimated remaining time: 9 minutes, 59 seconds. Growing trees.. Progress: 21%. Estimated remaining time: 9 minutes, 29 seconds. Growing trees.. Progress: 26%. Estimated remaining time: 9 minutes, 0 seconds. Growing trees.. Progress: 30%. Estimated remaining time: 8 minutes, 28 seconds. Growing trees.. Progress: 34%. Estimated remaining time: 7 minutes, 58 seconds. Growing trees.. Progress: 39%. Estimated remaining time: 7 minutes, 27 seconds. Growing trees.. Progress: 43%. Estimated remaining time: 6 minutes, 56 seconds. Growing trees.. Progress: 47%. Estimated remaining time: 6 minutes, 25 seconds. Growing trees.. Progress: 51%. Estimated remaining time: 5 minutes, 55 seconds. Growing trees.. Progress: 56%. Estimated remaining time: 5 minutes, 24 seconds. Growing trees.. Progress: 60%. Estimated remaining time: 4 minutes, 53 seconds. Growing trees.. Progress: 64%. Estimated remaining time: 4 minutes, 23 seconds. Growing trees.. Progress: 68%. Estimated remaining time: 3 minutes, 52 seconds. Growing trees.. Progress: 72%. Estimated remaining time: 3 minutes, 21 seconds. Growing trees.. Progress: 77%. Estimated remaining time: 2 minutes, 50 seconds. Growing trees.. Progress: 81%. Estimated remaining time: 2 minutes, 19 seconds. Growing trees.. Progress: 85%. Estimated remaining time: 1 minute, 48 seconds. Growing trees.. Progress: 89%. Estimated remaining time: 1 minute, 17 seconds. slurmstepd: error: *** JOB 7757595 ON cn20 CANCELLED AT 2024-02-23T11:36:16 ***