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=1455] ### [bt]: Generating problem instance for problem 'a2407f261731af25' ... ### [bt]: Applying algorithm 'run_learner' on problem 'a2407f261731af25' for job 1455 (seed = 1456) ... INFO [06:01:50.143] [mlr3] Applying learner 'classif.ranger' on task 'healthcare.88' (iter 15/60) INFO [06:01:51.458] [bbotk] Starting to optimize 4 parameter(s) with '' and '' INFO [06:01:51.500] [bbotk] Evaluating 1 configuration(s) INFO [06:01:51.529] [mlr3] Running benchmark with 5 resampling iterations INFO [06:01:51.567] [mlr3] Applying learner 'classif.ranger' on task 'healthcare.88' (iter 1/5) Growing trees.. Progress: 17%. Estimated remaining time: 2 minutes, 35 seconds. Growing trees.. Progress: 33%. Estimated remaining time: 2 minutes, 3 seconds. Growing trees.. Progress: 50%. Estimated remaining time: 1 minute, 32 seconds. Growing trees.. Progress: 67%. Estimated remaining time: 1 minute, 1 seconds. Growing trees.. Progress: 84%. Estimated remaining time: 30 seconds. INFO [06:05:01.161] [mlr3] Applying learner 'classif.ranger' on task 'healthcare.88' (iter 2/5) 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, 33 seconds. Growing trees.. Progress: 66%. Estimated remaining time: 1 minute, 2 seconds. Growing trees.. Progress: 83%. Estimated remaining time: 31 seconds. Growing trees.. Progress: 100%. Estimated remaining time: 0 seconds. INFO [06:08:12.179] [mlr3] Applying learner 'classif.ranger' on task 'healthcare.88' (iter 3/5) Growing trees.. Progress: 16%. Estimated remaining time: 2 minutes, 38 seconds. Growing trees.. Progress: 33%. Estimated remaining time: 2 minutes, 5 seconds. Growing trees.. Progress: 49%. Estimated remaining time: 1 minute, 36 seconds. Growing trees.. Progress: 66%. Estimated remaining time: 1 minute, 4 seconds. Growing trees.. Progress: 82%. Estimated remaining time: 34 seconds. Growing trees.. Progress: 98%. Estimated remaining time: 3 seconds. INFO [06:11:25.566] [mlr3] Applying learner 'classif.ranger' on task 'healthcare.88' (iter 4/5) Growing trees.. Progress: 15%. Estimated remaining time: 2 minutes, 50 seconds. Growing trees.. Progress: 31%. Estimated remaining time: 2 minutes, 20 seconds. Growing trees.. Progress: 46%. Estimated remaining time: 1 minute, 49 seconds. Growing trees.. Progress: 61%. Estimated remaining time: 1 minute, 18 seconds. Growing trees.. Progress: 76%. Estimated remaining time: 47 seconds. Growing trees.. Progress: 92%. Estimated remaining time: 17 seconds. INFO [06:14:52.170] [mlr3] Applying learner 'classif.ranger' on task 'healthcare.88' (iter 5/5) 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, 47 seconds. Growing trees.. Progress: 62%. Estimated remaining time: 1 minute, 16 seconds. Growing trees.. Progress: 77%. Estimated remaining time: 45 seconds. Growing trees.. Progress: 93%. Estimated remaining time: 14 seconds. INFO [06:18:15.830] [mlr3] Finished benchmark INFO [06:18:15.870] [bbotk] Result of batch 1: INFO [06:18:15.876] [bbotk] mtry.ratio replace sample.fraction num.trees classif.auc warnings errors INFO [06:18:15.876] [bbotk] 1 FALSE 0.55 500 0.9511181 0 0 INFO [06:18:15.876] [bbotk] runtime_learners uhash INFO [06:18:15.876] [bbotk] 984.192 21e704da-94e6-4d51-99ea-b37a6a460b4c INFO [06:18:15.877] [bbotk] Evaluating 1 configuration(s) INFO [06:18:15.886] [mlr3] Running benchmark with 5 resampling iterations INFO [06:18:15.892] [mlr3] Applying learner 'classif.ranger' on task 'healthcare.88' (iter 1/5) Growing trees.. Progress: 5%. Estimated remaining time: 9 minutes, 49 seconds. Growing trees.. Progress: 10%. Estimated remaining time: 9 minutes, 18 seconds. Growing trees.. Progress: 15%. Estimated remaining time: 8 minutes, 44 seconds. Growing trees.. Progress: 20%. Estimated remaining time: 8 minutes, 16 seconds. Growing trees.. Progress: 25%. Estimated remaining time: 7 minutes, 51 seconds. Growing trees.. Progress: 30%. Estimated remaining time: 7 minutes, 21 seconds. Growing trees.. Progress: 35%. Estimated remaining time: 6 minutes, 52 seconds. Growing trees.. Progress: 39%. Estimated remaining time: 6 minutes, 23 seconds. Growing trees.. Progress: 44%. Estimated remaining time: 5 minutes, 52 seconds. Growing trees.. Progress: 49%. Estimated remaining time: 5 minutes, 22 seconds. Growing trees.. Progress: 54%. Estimated remaining time: 4 minutes, 53 seconds. Growing trees.. Progress: 59%. Estimated remaining time: 4 minutes, 22 seconds. Growing trees.. Progress: 64%. Estimated remaining time: 3 minutes, 51 seconds. Growing trees.. Progress: 69%. Estimated remaining time: 3 minutes, 20 seconds. Growing trees.. Progress: 73%. Estimated remaining time: 2 minutes, 49 seconds. Growing trees.. Progress: 78%. Estimated remaining time: 2 minutes, 18 seconds. Growing trees.. Progress: 83%. Estimated remaining time: 1 minute, 47 seconds. Growing trees.. Progress: 88%. Estimated remaining time: 1 minute, 16 seconds. Growing trees.. Progress: 93%. Estimated remaining time: 45 seconds. Growing trees.. Progress: 98%. Estimated remaining time: 14 seconds. INFO [06:29:04.454] [mlr3] Applying learner 'classif.ranger' on task 'healthcare.88' (iter 2/5) Growing trees.. Progress: 5%. Estimated remaining time: 10 minutes, 14 seconds. Growing trees.. Progress: 10%. Estimated remaining time: 9 minutes, 48 seconds. Growing trees.. Progress: 14%. Estimated remaining time: 9 minutes, 15 seconds. Growing trees.. Progress: 19%. Estimated remaining time: 8 minutes, 48 seconds. Growing trees.. Progress: 24%. Estimated remaining time: 8 minutes, 15 seconds. Growing trees.. Progress: 29%. Estimated remaining time: 7 minutes, 43 seconds. Growing trees.. Progress: 34%. Estimated remaining time: 7 minutes, 10 seconds. Growing trees.. Progress: 38%. Estimated remaining time: 6 minutes, 39 seconds. Growing trees.. Progress: 43%. Estimated remaining time: 6 minutes, 9 seconds. Growing trees.. Progress: 48%. Estimated remaining time: 5 minutes, 37 seconds. Growing trees.. Progress: 53%. Estimated remaining time: 5 minutes, 5 seconds. Growing trees.. Progress: 58%. Estimated remaining time: 4 minutes, 34 seconds. Growing trees.. Progress: 63%. Estimated remaining time: 4 minutes, 3 seconds. Growing trees.. Progress: 67%. Estimated remaining time: 3 minutes, 32 seconds. Growing trees.. Progress: 72%. Estimated remaining time: 3 minutes, 0 seconds. Growing trees.. Progress: 77%. Estimated remaining time: 2 minutes, 29 seconds. Growing trees.. Progress: 82%. Estimated remaining time: 1 minute, 58 seconds. Growing trees.. Progress: 87%. Estimated remaining time: 1 minute, 26 seconds. Growing trees.. Progress: 91%. Estimated remaining time: 55 seconds. Growing trees.. Progress: 96%. Estimated remaining time: 24 seconds. INFO [06:40:01.357] [mlr3] Applying learner 'classif.ranger' on task 'healthcare.88' (iter 3/5) Growing trees.. Progress: 5%. Estimated remaining time: 10 minutes, 14 seconds. Growing trees.. Progress: 10%. Estimated remaining time: 9 minutes, 48 seconds. Growing trees.. Progress: 14%. Estimated remaining time: 9 minutes, 15 seconds. Growing trees.. Progress: 19%. Estimated remaining time: 8 minutes, 41 seconds. Growing trees.. Progress: 24%. Estimated remaining time: 8 minutes, 10 seconds. Growing trees.. Progress: 29%. Estimated remaining time: 7 minutes, 39 seconds. Growing trees.. Progress: 33%. Estimated remaining time: 7 minutes, 11 seconds. Growing trees.. Progress: 38%. Estimated remaining time: 6 minutes, 41 seconds. Growing trees.. Progress: 43%. Estimated remaining time: 6 minutes, 9 seconds. Growing trees.. Progress: 48%. Estimated remaining time: 5 minutes, 37 seconds. Growing trees.. Progress: 53%. Estimated remaining time: 5 minutes, 6 seconds. Growing trees.. Progress: 57%. Estimated remaining time: 4 minutes, 36 seconds. Growing trees.. Progress: 62%. Estimated remaining time: 4 minutes, 6 seconds. Growing trees.. Progress: 67%. Estimated remaining time: 3 minutes, 36 seconds. Growing trees.. Progress: 72%. Estimated remaining time: 3 minutes, 5 seconds. Growing trees.. Progress: 76%. Estimated remaining time: 2 minutes, 33 seconds. Growing trees.. Progress: 81%. Estimated remaining time: 2 minutes, 1 seconds. Growing trees.. Progress: 86%. Estimated remaining time: 1 minute, 30 seconds. Growing trees.. Progress: 91%. Estimated remaining time: 1 minute, 0 seconds. Growing trees.. Progress: 96%. Estimated remaining time: 29 seconds. INFO [06:51:01.942] [mlr3] Applying learner 'classif.ranger' on task 'healthcare.88' (iter 4/5) Growing trees.. Progress: 4%. Estimated remaining time: 11 minutes, 35 seconds. Growing trees.. Progress: 8%. Estimated remaining time: 11 minutes, 10 seconds. Growing trees.. Progress: 13%. Estimated remaining time: 10 minutes, 41 seconds. Growing trees.. Progress: 17%. Estimated remaining time: 10 minutes, 16 seconds. Growing trees.. Progress: 21%. Estimated remaining time: 9 minutes, 42 seconds. Growing trees.. Progress: 25%. Estimated remaining time: 9 minutes, 11 seconds. Growing trees.. Progress: 30%. Estimated remaining time: 8 minutes, 38 seconds. Growing trees.. Progress: 34%. Estimated remaining time: 8 minutes, 7 seconds. Growing trees.. Progress: 38%. Estimated remaining time: 7 minutes, 36 seconds. Growing trees.. Progress: 42%. Estimated remaining time: 7 minutes, 4 seconds. Growing trees.. Progress: 46%. Estimated remaining time: 6 minutes, 34 seconds. Growing trees.. Progress: 51%. Estimated remaining time: 6 minutes, 3 seconds. Growing trees.. Progress: 55%. Estimated remaining time: 5 minutes, 33 seconds. Growing trees.. Progress: 59%. Estimated remaining time: 5 minutes, 2 seconds. Growing trees.. Progress: 63%. Estimated remaining time: 4 minutes, 31 seconds. Growing trees.. Progress: 68%. Estimated remaining time: 3 minutes, 59 seconds. Growing trees.. Progress: 72%. Estimated remaining time: 3 minutes, 27 seconds. Growing trees.. Progress: 76%. Estimated remaining time: 2 minutes, 57 seconds. Growing trees.. Progress: 80%. Estimated remaining time: 2 minutes, 25 seconds. Growing trees.. Progress: 85%. Estimated remaining time: 1 minute, 53 seconds. Growing trees.. Progress: 89%. Estimated remaining time: 1 minute, 23 seconds. Growing trees.. Progress: 93%. Estimated remaining time: 52 seconds. Growing trees.. Progress: 97%. Estimated remaining time: 21 seconds. INFO [07:03:29.420] [mlr3] Applying learner 'classif.ranger' on task 'healthcare.88' (iter 5/5) Growing trees.. Progress: 4%. Estimated remaining time: 11 minutes, 59 seconds. Growing trees.. Progress: 9%. Estimated remaining time: 10 minutes, 58 seconds. Growing trees.. Progress: 14%. Estimated remaining time: 9 minutes, 54 seconds. Growing trees.. Progress: 19%. Estimated remaining time: 9 minutes, 9 seconds. Growing trees.. Progress: 23%. Estimated remaining time: 8 minutes, 28 seconds. Growing trees.. Progress: 28%. Estimated remaining time: 7 minutes, 51 seconds. Growing trees.. Progress: 33%. Estimated remaining time: 7 minutes, 16 seconds. Growing trees.. Progress: 38%. Estimated remaining time: 6 minutes, 42 seconds. Growing trees.. Progress: 43%. Estimated remaining time: 6 minutes, 9 seconds. Growing trees.. Progress: 48%. Estimated remaining time: 5 minutes, 36 seconds. Growing trees.. Progress: 53%. Estimated remaining time: 5 minutes, 4 seconds. Growing trees.. Progress: 58%. Estimated remaining time: 4 minutes, 31 seconds. Growing trees.. Progress: 63%. Estimated remaining time: 3 minutes, 59 seconds. Growing trees.. Progress: 68%. Estimated remaining time: 3 minutes, 27 seconds. Growing trees.. Progress: 73%. Estimated remaining time: 2 minutes, 55 seconds. Growing trees.. Progress: 78%. Estimated remaining time: 2 minutes, 23 seconds. Growing trees.. Progress: 83%. Estimated remaining time: 1 minute, 51 seconds. Growing trees.. Progress: 87%. Estimated remaining time: 1 minute, 20 seconds. Growing trees.. Progress: 92%. Estimated remaining time: 49 seconds. Growing trees.. Progress: 97%. Estimated remaining time: 17 seconds. INFO [07:14:19.118] [mlr3] Finished benchmark INFO [07:14:19.155] [bbotk] Result of batch 2: INFO [07:14:19.157] [bbotk] mtry.ratio replace sample.fraction num.trees classif.auc warnings errors INFO [07:14:19.157] [bbotk] 1 TRUE 0.775 1500 0.9531796 0 0 INFO [07:14:19.157] [bbotk] runtime_learners uhash INFO [07:14:19.157] [bbotk] 3363.142 5eea006e-7024-4ac1-983d-f0bb1a8c696c INFO [07:14:19.159] [bbotk] Evaluating 1 configuration(s) INFO [07:14:19.167] [mlr3] Running benchmark with 5 resampling iterations INFO [07:14:19.172] [mlr3] Applying learner 'classif.ranger' on task 'healthcare.88' (iter 1/5) INFO [07:14:24.522] [mlr3] Applying learner 'classif.ranger' on task 'healthcare.88' (iter 2/5) INFO [07:14:29.501] [mlr3] Applying learner 'classif.ranger' on task 'healthcare.88' (iter 3/5) INFO [07:14:34.625] [mlr3] Applying learner 'classif.ranger' on task 'healthcare.88' (iter 4/5) INFO [07:14:39.720] [mlr3] Applying learner 'classif.ranger' on task 'healthcare.88' (iter 5/5) INFO [07:14:44.837] [mlr3] Finished benchmark INFO [07:14:44.870] [bbotk] Result of batch 3: INFO [07:14:44.872] [bbotk] mtry.ratio replace sample.fraction num.trees classif.auc warnings errors INFO [07:14:44.872] [bbotk] 0 TRUE 0.55 500 0.9494967 0 0 INFO [07:14:44.872] [bbotk] runtime_learners uhash INFO [07:14:44.872] [bbotk] 25.613 f134ccb2-8774-4b03-8bec-b403207fe807 INFO [07:14:44.873] [bbotk] Evaluating 1 configuration(s) INFO [07:14:44.881] [mlr3] Running benchmark with 5 resampling iterations INFO [07:14:44.886] [mlr3] Applying learner 'classif.ranger' on task 'healthcare.88' (iter 1/5) Growing trees.. Progress: 11%. Estimated remaining time: 4 minutes, 17 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, 44 seconds. Growing trees.. Progress: 54%. Estimated remaining time: 2 minutes, 12 seconds. Growing trees.. Progress: 65%. Estimated remaining time: 1 minute, 42 seconds. Growing trees.. Progress: 75%. Estimated remaining time: 1 minute, 11 seconds. Growing trees.. Progress: 86%. Estimated remaining time: 40 seconds. Growing trees.. Progress: 97%. Estimated remaining time: 9 seconds. INFO [07:19:45.141] [mlr3] Applying learner 'classif.ranger' on task 'healthcare.88' (iter 2/5) Growing trees.. Progress: 11%. Estimated remaining time: 4 minutes, 17 seconds. Growing trees.. Progress: 22%. Estimated remaining time: 3 minutes, 45 seconds. Growing trees.. Progress: 32%. Estimated remaining time: 3 minutes, 15 seconds. Growing trees.. Progress: 43%. Estimated remaining time: 2 minutes, 45 seconds. Growing trees.. Progress: 54%. Estimated remaining time: 2 minutes, 14 seconds. Growing trees.. Progress: 64%. Estimated remaining time: 1 minute, 43 seconds. Growing trees.. Progress: 75%. Estimated remaining time: 1 minute, 12 seconds. Growing trees.. Progress: 86%. Estimated remaining time: 41 seconds. Growing trees.. Progress: 96%. Estimated remaining time: 10 seconds. INFO [07:24:46.426] [mlr3] Applying learner 'classif.ranger' on task 'healthcare.88' (iter 3/5) Growing trees.. Progress: 11%. Estimated remaining time: 4 minutes, 18 seconds. Growing trees.. Progress: 21%. Estimated remaining time: 3 minutes, 49 seconds. Growing trees.. Progress: 32%. Estimated remaining time: 3 minutes, 18 seconds. Growing trees.. Progress: 43%. Estimated remaining time: 2 minutes, 47 seconds. Growing trees.. Progress: 53%. Estimated remaining time: 2 minutes, 16 seconds. Growing trees.. Progress: 64%. Estimated remaining time: 1 minute, 45 seconds. Growing trees.. Progress: 74%. Estimated remaining time: 1 minute, 14 seconds. Growing trees.. Progress: 85%. Estimated remaining time: 43 seconds. Growing trees.. Progress: 96%. Estimated remaining time: 12 seconds. INFO [07:29:49.187] [mlr3] Applying learner 'classif.ranger' on task 'healthcare.88' (iter 4/5) Growing trees.. Progress: 10%. Estimated remaining time: 4 minutes, 28 seconds. Growing trees.. Progress: 21%. Estimated remaining time: 3 minutes, 58 seconds. Growing trees.. Progress: 31%. Estimated remaining time: 3 minutes, 27 seconds. Growing trees.. Progress: 41%. Estimated remaining time: 2 minutes, 55 seconds. Growing trees.. Progress: 52%. Estimated remaining time: 2 minutes, 24 seconds. Growing trees.. Progress: 62%. Estimated remaining time: 1 minute, 53 seconds. Growing trees.. Progress: 73%. Estimated remaining time: 1 minute, 22 seconds. Growing trees.. Progress: 83%. Estimated remaining time: 51 seconds. Growing trees.. Progress: 93%. Estimated remaining time: 20 seconds. INFO [07:35:01.018] [mlr3] Applying learner 'classif.ranger' on task 'healthcare.88' (iter 5/5) Growing trees.. Progress: 11%. Estimated remaining time: 4 minutes, 14 seconds. Growing trees.. Progress: 22%. Estimated remaining time: 3 minutes, 44 seconds. Growing trees.. Progress: 33%. Estimated remaining time: 3 minutes, 13 seconds. Growing trees.. Progress: 43%. Estimated remaining time: 2 minutes, 42 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, 9 seconds. Growing trees.. Progress: 86%. Estimated remaining time: 38 seconds. Growing trees.. Progress: 97%. Estimated remaining time: 8 seconds. INFO [07:39:59.916] [mlr3] Finished benchmark INFO [07:39:59.948] [bbotk] Result of batch 4: INFO [07:39:59.951] [bbotk] mtry.ratio replace sample.fraction num.trees classif.auc warnings errors INFO [07:39:59.951] [bbotk] 0.25 TRUE 1 2000 0.9579471 0 0 INFO [07:39:59.951] [bbotk] runtime_learners uhash INFO [07:39:59.951] [bbotk] 1514.858 6005c760-fedb-46d4-b4b6-6bdada6efd3e INFO [07:39:59.952] [bbotk] Evaluating 1 configuration(s) INFO [07:39:59.960] [mlr3] Running benchmark with 5 resampling iterations INFO [07:39:59.965] [mlr3] Applying learner 'classif.ranger' on task 'healthcare.88' (iter 1/5) Growing trees.. Progress: 10%. Estimated remaining time: 4 minutes, 48 seconds. Growing trees.. Progress: 20%. Estimated remaining time: 4 minutes, 15 seconds. Growing trees.. Progress: 29%. Estimated remaining time: 3 minutes, 44 seconds. Growing trees.. Progress: 39%. Estimated remaining time: 3 minutes, 13 seconds. Growing trees.. Progress: 49%. Estimated remaining time: 2 minutes, 43 seconds. Growing trees.. Progress: 58%. Estimated remaining time: 2 minutes, 13 seconds. Growing trees.. Progress: 68%. Estimated remaining time: 1 minute, 42 seconds. Growing trees.. Progress: 78%. Estimated remaining time: 1 minute, 11 seconds. Growing trees.. Progress: 87%. Estimated remaining time: 41 seconds. Growing trees.. Progress: 97%. Estimated remaining time: 10 seconds. INFO [07:45:27.022] [mlr3] Applying learner 'classif.ranger' on task 'healthcare.88' (iter 2/5) Growing trees.. Progress: 9%. Estimated remaining time: 5 minutes, 9 seconds. Growing trees.. Progress: 18%. Estimated remaining time: 4 minutes, 40 seconds. Growing trees.. Progress: 27%. Estimated remaining time: 4 minutes, 8 seconds. Growing trees.. Progress: 36%. Estimated remaining time: 3 minutes, 37 seconds. Growing trees.. Progress: 45%. Estimated remaining time: 3 minutes, 7 seconds. Growing trees.. Progress: 54%. Estimated remaining time: 2 minutes, 36 seconds. Growing trees.. Progress: 64%. Estimated remaining time: 2 minutes, 5 seconds. Growing trees.. Progress: 73%. Estimated remaining time: 1 minute, 33 seconds. Growing trees.. Progress: 82%. Estimated remaining time: 1 minute, 2 seconds. Growing trees.. Progress: 91%. Estimated remaining time: 31 seconds. Growing trees.. Progress: 100%. Estimated remaining time: 0 seconds. INFO [07:51:15.093] [mlr3] Applying learner 'classif.ranger' on task 'healthcare.88' (iter 3/5) Growing trees.. Progress: 9%. Estimated remaining time: 5 minutes, 5 seconds. Growing trees.. Progress: 18%. Estimated remaining time: 4 minutes, 40 seconds. Growing trees.. Progress: 27%. Estimated remaining time: 4 minutes, 12 seconds. Growing trees.. Progress: 36%. Estimated remaining time: 3 minutes, 43 seconds. Growing trees.. Progress: 45%. Estimated remaining time: 3 minutes, 13 seconds. Growing trees.. Progress: 53%. Estimated remaining time: 2 minutes, 43 seconds. Growing trees.. Progress: 62%. Estimated remaining time: 2 minutes, 13 seconds. Growing trees.. Progress: 71%. Estimated remaining time: 1 minute, 42 seconds. Growing trees.. Progress: 80%. Estimated remaining time: 1 minute, 11 seconds. Growing trees.. Progress: 89%. Estimated remaining time: 40 seconds. Growing trees.. Progress: 97%. Estimated remaining time: 9 seconds. INFO [07:57:12.293] [mlr3] Applying learner 'classif.ranger' on task 'healthcare.88' (iter 4/5) Growing trees.. Progress: 9%. Estimated remaining time: 5 minutes, 21 seconds. Growing trees.. Progress: 17%. Estimated remaining time: 4 minutes, 54 seconds. Growing trees.. Progress: 26%. Estimated remaining time: 4 minutes, 27 seconds. Growing trees.. Progress: 34%. Estimated remaining time: 3 minutes, 58 seconds. Growing trees.. Progress: 43%. Estimated remaining time: 3 minutes, 27 seconds. Growing trees.. Progress: 51%. Estimated remaining time: 2 minutes, 56 seconds. Growing trees.. Progress: 60%. Estimated remaining time: 2 minutes, 25 seconds. Growing trees.. Progress: 69%. Estimated remaining time: 1 minute, 54 seconds. Growing trees.. Progress: 77%. Estimated remaining time: 1 minute, 23 seconds. Growing trees.. Progress: 86%. Estimated remaining time: 51 seconds. Growing trees.. Progress: 94%. Estimated remaining time: 20 seconds. INFO [08:03:20.633] [mlr3] Applying learner 'classif.ranger' on task 'healthcare.88' (iter 5/5) Growing trees.. Progress: 10%. Estimated remaining time: 4 minutes, 51 seconds. Growing trees.. Progress: 19%. Estimated remaining time: 4 minutes, 17 seconds. Growing trees.. Progress: 29%. Estimated remaining time: 3 minutes, 45 seconds. Growing trees.. Progress: 39%. Estimated remaining time: 3 minutes, 14 seconds. Growing trees.. Progress: 48%. Estimated remaining time: 2 minutes, 46 seconds. Growing trees.. Progress: 58%. Estimated remaining time: 2 minutes, 14 seconds. Growing trees.. Progress: 68%. Estimated remaining time: 1 minute, 43 seconds. Growing trees.. Progress: 77%. Estimated remaining time: 1 minute, 12 seconds. Growing trees.. Progress: 87%. Estimated remaining time: 41 seconds. Growing trees.. Progress: 97%. Estimated remaining time: 10 seconds. INFO [08:08:48.274] [mlr3] Finished benchmark INFO [08:08:48.306] [bbotk] Result of batch 5: INFO [08:08:48.309] [bbotk] mtry.ratio replace sample.fraction num.trees classif.auc warnings errors INFO [08:08:48.309] [bbotk] 1 TRUE 0.55 1000 0.9538323 0 0 INFO [08:08:48.309] [bbotk] runtime_learners uhash INFO [08:08:48.309] [bbotk] 1728.253 9158b2e5-e06f-4465-8840-146012728f53 INFO [08:08:48.310] [bbotk] Evaluating 1 configuration(s) INFO [08:08:48.318] [mlr3] Running benchmark with 5 resampling iterations INFO [08:08:48.323] [mlr3] Applying learner 'classif.ranger' on task 'healthcare.88' (iter 1/5) INFO [08:09:16.837] [mlr3] Applying learner 'classif.ranger' on task 'healthcare.88' (iter 2/5) INFO [08:09:45.843] [mlr3] Applying learner 'classif.ranger' on task 'healthcare.88' (iter 3/5) INFO [08:10:14.409] [mlr3] Applying learner 'classif.ranger' on task 'healthcare.88' (iter 4/5) INFO [08:10:43.825] [mlr3] Applying learner 'classif.ranger' on task 'healthcare.88' (iter 5/5) INFO [08:11:11.898] [mlr3] Finished benchmark INFO [08:11:11.930] [bbotk] Result of batch 6: INFO [08:11:11.933] [bbotk] mtry.ratio replace sample.fraction num.trees classif.auc warnings errors INFO [08:11:11.933] [bbotk] 0.75 FALSE 0.1 500 0.9587453 0 0 INFO [08:11:11.933] [bbotk] runtime_learners uhash INFO [08:11:11.933] [bbotk] 143.517 fbc23e61-6d66-4e3c-a6d9-cb1351451498 INFO [08:11:11.934] [bbotk] Evaluating 1 configuration(s) INFO [08:11:11.942] [mlr3] Running benchmark with 5 resampling iterations INFO [08:11:11.947] [mlr3] Applying learner 'classif.ranger' on task 'healthcare.88' (iter 1/5) Growing trees.. Progress: 5%. Estimated remaining time: 9 minutes, 3 seconds. Growing trees.. Progress: 11%. Estimated remaining time: 8 minutes, 35 seconds. Growing trees.. Progress: 16%. Estimated remaining time: 8 minutes, 5 seconds. Growing trees.. Progress: 21%. Estimated remaining time: 7 minutes, 35 seconds. Growing trees.. Progress: 27%. Estimated remaining time: 7 minutes, 4 seconds. Growing trees.. Progress: 32%. Estimated remaining time: 6 minutes, 34 seconds. Growing trees.. Progress: 37%. Estimated remaining time: 6 minutes, 4 seconds. Growing trees.. Progress: 43%. Estimated remaining time: 5 minutes, 32 seconds. Growing trees.. Progress: 48%. Estimated remaining time: 5 minutes, 1 seconds. Growing trees.. Progress: 53%. Estimated remaining time: 4 minutes, 30 seconds. Growing trees.. Progress: 59%. Estimated remaining time: 3 minutes, 59 seconds. Growing trees.. Progress: 64%. Estimated remaining time: 3 minutes, 29 seconds. Growing trees.. Progress: 69%. Estimated remaining time: 2 minutes, 58 seconds. Growing trees.. Progress: 75%. Estimated remaining time: 2 minutes, 26 seconds. Growing trees.. Progress: 80%. Estimated remaining time: 1 minute, 55 seconds. Growing trees.. Progress: 86%. Estimated remaining time: 1 minute, 23 seconds. Growing trees.. Progress: 91%. Estimated remaining time: 53 seconds. Growing trees.. Progress: 96%. Estimated remaining time: 22 seconds. INFO [08:21:02.470] [mlr3] Applying learner 'classif.ranger' on task 'healthcare.88' (iter 2/5) Growing trees.. Progress: 5%. Estimated remaining time: 9 minutes, 17 seconds. Growing trees.. Progress: 11%. Estimated remaining time: 8 minutes, 46 seconds. Growing trees.. Progress: 16%. Estimated remaining time: 8 minutes, 13 seconds. Growing trees.. Progress: 21%. Estimated remaining time: 7 minutes, 44 seconds. Growing trees.. Progress: 26%. Estimated remaining time: 7 minutes, 14 seconds. Growing trees.. Progress: 32%. Estimated remaining time: 6 minutes, 43 seconds. Growing trees.. Progress: 37%. Estimated remaining time: 6 minutes, 11 seconds. Growing trees.. Progress: 42%. Estimated remaining time: 5 minutes, 40 seconds. Growing trees.. Progress: 48%. Estimated remaining time: 5 minutes, 9 seconds. Growing trees.. Progress: 53%. Estimated remaining time: 4 minutes, 37 seconds. Growing trees.. Progress: 58%. Estimated remaining time: 4 minutes, 7 seconds. Growing trees.. Progress: 63%. Estimated remaining time: 3 minutes, 35 seconds. Growing trees.. Progress: 69%. Estimated remaining time: 3 minutes, 4 seconds. Growing trees.. Progress: 74%. Estimated remaining time: 2 minutes, 33 seconds. Growing trees.. Progress: 79%. Estimated remaining time: 2 minutes, 2 seconds. Growing trees.. Progress: 84%. Estimated remaining time: 1 minute, 32 seconds. Growing trees.. Progress: 90%. Estimated remaining time: 1 minute, 1 seconds. Growing trees.. Progress: 95%. Estimated remaining time: 29 seconds. INFO [08:31:01.111] [mlr3] Applying learner 'classif.ranger' on task 'healthcare.88' (iter 3/5) Growing trees.. Progress: 5%. Estimated remaining time: 9 minutes, 32 seconds. Growing trees.. Progress: 10%. Estimated remaining time: 8 minutes, 58 seconds. Growing trees.. Progress: 16%. Estimated remaining time: 8 minutes, 31 seconds. Growing trees.. Progress: 21%. Estimated remaining time: 7 minutes, 59 seconds. Growing trees.. Progress: 26%. Estimated remaining time: 7 minutes, 28 seconds. Growing trees.. Progress: 31%. Estimated remaining time: 6 minutes, 56 seconds. Growing trees.. Progress: 36%. Estimated remaining time: 6 minutes, 24 seconds. Growing trees.. Progress: 41%. Estimated remaining time: 5 minutes, 53 seconds. Growing trees.. Progress: 47%. Estimated remaining time: 5 minutes, 22 seconds. Growing trees.. Progress: 52%. Estimated remaining time: 4 minutes, 51 seconds. Growing trees.. Progress: 57%. Estimated remaining time: 4 minutes, 19 seconds. Growing trees.. Progress: 62%. Estimated remaining time: 3 minutes, 47 seconds. Growing trees.. Progress: 67%. Estimated remaining time: 3 minutes, 16 seconds. Growing trees.. Progress: 73%. Estimated remaining time: 2 minutes, 44 seconds. Growing trees.. Progress: 78%. Estimated remaining time: 2 minutes, 13 seconds. Growing trees.. Progress: 83%. Estimated remaining time: 1 minute, 41 seconds. Growing trees.. Progress: 88%. Estimated remaining time: 1 minute, 10 seconds. Growing trees.. Progress: 93%. Estimated remaining time: 39 seconds. Growing trees.. Progress: 99%. Estimated remaining time: 8 seconds. INFO [08:41:09.738] [mlr3] Applying learner 'classif.ranger' on task 'healthcare.88' (iter 4/5) Growing trees.. Progress: 5%. Estimated remaining time: 10 minutes, 33 seconds. Growing trees.. Progress: 9%. Estimated remaining time: 9 minutes, 52 seconds. Growing trees.. Progress: 14%. Estimated remaining time: 9 minutes, 18 seconds. Growing trees.. Progress: 19%. Estimated remaining time: 8 minutes, 46 seconds. Growing trees.. Progress: 24%. Estimated remaining time: 8 minutes, 17 seconds. Growing trees.. Progress: 29%. Estimated remaining time: 7 minutes, 43 seconds. Growing trees.. Progress: 34%. Estimated remaining time: 7 minutes, 10 seconds. Growing trees.. Progress: 38%. Estimated remaining time: 6 minutes, 39 seconds. Growing trees.. Progress: 43%. Estimated remaining time: 6 minutes, 9 seconds. Growing trees.. Progress: 48%. Estimated remaining time: 5 minutes, 38 seconds. Growing trees.. Progress: 53%. Estimated remaining time: 5 minutes, 6 seconds. Growing trees.. Progress: 58%. Estimated remaining time: 4 minutes, 36 seconds. Growing trees.. Progress: 62%. Estimated remaining time: 4 minutes, 5 seconds. Growing trees.. Progress: 67%. Estimated remaining time: 3 minutes, 33 seconds. Growing trees.. Progress: 72%. Estimated remaining time: 3 minutes, 2 seconds. Growing trees.. Progress: 77%. Estimated remaining time: 2 minutes, 31 seconds. Growing trees.. Progress: 82%. Estimated remaining time: 2 minutes, 0 seconds. Growing trees.. Progress: 86%. Estimated remaining time: 1 minute, 28 seconds. Growing trees.. Progress: 91%. Estimated remaining time: 57 seconds. Growing trees.. Progress: 96%. Estimated remaining time: 26 seconds. INFO [08:52:09.694] [mlr3] Applying learner 'classif.ranger' on task 'healthcare.88' (iter 5/5) Growing trees.. Progress: 5%. Estimated remaining time: 8 minutes, 56 seconds. Growing trees.. Progress: 11%. Estimated remaining time: 8 minutes, 32 seconds. Growing trees.. Progress: 16%. Estimated remaining time: 8 minutes, 3 seconds. Growing trees.. Progress: 21%. Estimated remaining time: 7 minutes, 35 seconds. Growing trees.. Progress: 27%. Estimated remaining time: 7 minutes, 9 seconds. Growing trees.. Progress: 32%. Estimated remaining time: 6 minutes, 37 seconds. Growing trees.. Progress: 37%. Estimated remaining time: 6 minutes, 4 seconds. Growing trees.. Progress: 43%. Estimated remaining time: 5 minutes, 33 seconds. Growing trees.. Progress: 48%. Estimated remaining time: 5 minutes, 1 seconds. Growing trees.. Progress: 54%. Estimated remaining time: 4 minutes, 29 seconds. Growing trees.. Progress: 59%. Estimated remaining time: 3 minutes, 59 seconds. Growing trees.. Progress: 64%. Estimated remaining time: 3 minutes, 28 seconds. Growing trees.. Progress: 69%. Estimated remaining time: 2 minutes, 58 seconds. Growing trees.. Progress: 75%. Estimated remaining time: 2 minutes, 25 seconds. Growing trees.. Progress: 80%. Estimated remaining time: 1 minute, 55 seconds. Growing trees.. Progress: 86%. Estimated remaining time: 1 minute, 24 seconds. Growing trees.. Progress: 91%. Estimated remaining time: 53 seconds. Growing trees.. Progress: 96%. Estimated remaining time: 22 seconds. INFO [09:02:00.424] [mlr3] Finished benchmark INFO [09:02:00.457] [bbotk] Result of batch 7: INFO [09:02:00.459] [bbotk] mtry.ratio replace sample.fraction num.trees classif.auc warnings errors INFO [09:02:00.459] [bbotk] 0.75 TRUE 1 1500 0.9546647 0 0 INFO [09:02:00.459] [bbotk] runtime_learners uhash INFO [09:02:00.459] [bbotk] 3048.392 11274a4e-b6c6-4d92-b44f-5d65ade5a797 INFO [09:02:00.461] [bbotk] Evaluating 1 configuration(s) INFO [09:02:00.469] [mlr3] Running benchmark with 5 resampling iterations INFO [09:02:00.474] [mlr3] Applying learner 'classif.ranger' on task 'healthcare.88' (iter 1/5) Growing trees.. Progress: 19%. Estimated remaining time: 2 minutes, 12 seconds. Growing trees.. Progress: 38%. Estimated remaining time: 1 minute, 42 seconds. Growing trees.. Progress: 57%. Estimated remaining time: 1 minute, 10 seconds. Growing trees.. Progress: 76%. Estimated remaining time: 39 seconds. Growing trees.. Progress: 95%. Estimated remaining time: 7 seconds. INFO [09:04:46.443] [mlr3] Applying learner 'classif.ranger' on task 'healthcare.88' (iter 2/5) Growing trees.. Progress: 19%. Estimated remaining time: 2 minutes, 12 seconds. Growing trees.. Progress: 38%. Estimated remaining time: 1 minute, 42 seconds. Growing trees.. Progress: 57%. Estimated remaining time: 1 minute, 10 seconds. Growing trees.. Progress: 76%. Estimated remaining time: 39 seconds. Growing trees.. Progress: 95%. Estimated remaining time: 7 seconds. INFO [09:07:32.029] [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: 38%. Estimated remaining time: 1 minute, 41 seconds. Growing trees.. Progress: 57%. Estimated remaining time: 1 minute, 10 seconds. Growing trees.. Progress: 76%. Estimated remaining time: 39 seconds. Growing trees.. Progress: 95%. Estimated remaining time: 8 seconds. INFO [09:10:18.238] [mlr3] Applying learner 'classif.ranger' on task 'healthcare.88' (iter 4/5) Growing trees.. Progress: 18%. Estimated remaining time: 2 minutes, 21 seconds. Growing trees.. Progress: 36%. Estimated remaining time: 1 minute, 50 seconds. Growing trees.. Progress: 54%. Estimated remaining time: 1 minute, 19 seconds. Growing trees.. Progress: 72%. Estimated remaining time: 48 seconds. Growing trees.. Progress: 90%. Estimated remaining time: 17 seconds. INFO [09:13:14.316] [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, 8 seconds. Growing trees.. Progress: 77%. Estimated remaining time: 37 seconds. Growing trees.. Progress: 96%. Estimated remaining time: 6 seconds. INFO [09:15:59.563] [mlr3] Finished benchmark INFO [09:15:59.595] [bbotk] Result of batch 8: INFO [09:15:59.597] [bbotk] mtry.ratio replace sample.fraction num.trees classif.auc warnings errors INFO [09:15:59.597] [bbotk] 1 TRUE 0.55 500 0.954642 0 0 INFO [09:15:59.597] [bbotk] runtime_learners uhash INFO [09:15:59.597] [bbotk] 839.033 8a99e709-946c-4fec-b2a4-9f18cec6af86 INFO [09:15:59.599] [bbotk] Evaluating 1 configuration(s) INFO [09:15:59.606] [mlr3] Running benchmark with 5 resampling iterations INFO [09:15:59.611] [mlr3] Applying learner 'classif.ranger' on task 'healthcare.88' (iter 1/5) INFO [09:16:10.060] [mlr3] Applying learner 'classif.ranger' on task 'healthcare.88' (iter 2/5) INFO [09:16:20.306] [mlr3] Applying learner 'classif.ranger' on task 'healthcare.88' (iter 3/5) INFO [09:16:30.948] [mlr3] Applying learner 'classif.ranger' on task 'healthcare.88' (iter 4/5) INFO [09:16:41.513] [mlr3] Applying learner 'classif.ranger' on task 'healthcare.88' (iter 5/5) INFO [09:16:51.983] [mlr3] Finished benchmark INFO [09:16:52.016] [bbotk] Result of batch 9: INFO [09:16:52.018] [bbotk] mtry.ratio replace sample.fraction num.trees classif.auc warnings errors INFO [09:16:52.018] [bbotk] 0 TRUE 0.55 1000 0.9499057 0 0 INFO [09:16:52.018] [bbotk] runtime_learners uhash INFO [09:16:52.018] [bbotk] 52.319 fa78a310-d9cd-4f23-bfe2-2f7d7561efdc INFO [09:16:52.019] [bbotk] Evaluating 1 configuration(s) INFO [09:16:52.027] [mlr3] Running benchmark with 5 resampling iterations INFO [09:16:52.032] [mlr3] Applying learner 'classif.ranger' on task 'healthcare.88' (iter 1/5) INFO [09:17:26.682] [mlr3] Applying learner 'classif.ranger' on task 'healthcare.88' (iter 2/5) INFO [09:18:01.066] [mlr3] Applying learner 'classif.ranger' on task 'healthcare.88' (iter 3/5) INFO [09:18:35.454] [mlr3] Applying learner 'classif.ranger' on task 'healthcare.88' (iter 4/5) INFO [09:19:10.360] [mlr3] Applying learner 'classif.ranger' on task 'healthcare.88' (iter 5/5) INFO [09:19:43.957] [mlr3] Finished benchmark INFO [09:19:43.990] [bbotk] Result of batch 10: INFO [09:19:43.992] [bbotk] mtry.ratio replace sample.fraction num.trees classif.auc warnings errors INFO [09:19:43.992] [bbotk] 0.25 TRUE 0.1 1500 0.9598204 0 0 INFO [09:19:43.992] [bbotk] runtime_learners uhash INFO [09:19:43.992] [bbotk] 171.87 cd9868b8-ed55-4bea-ae99-d605bcebd68c INFO [09:19:43.993] [bbotk] Evaluating 1 configuration(s) INFO [09:19:44.001] [mlr3] Running benchmark with 5 resampling iterations INFO [09:19:44.006] [mlr3] Applying learner 'classif.ranger' on task 'healthcare.88' (iter 1/5) INFO [09:19:44.248] [mlr3] Applying learner 'classif.ranger' on task 'healthcare.88' (iter 2/5) INFO [09:19:44.497] [mlr3] Applying learner 'classif.ranger' on task 'healthcare.88' (iter 3/5) INFO [09:19:44.736] [mlr3] Applying learner 'classif.ranger' on task 'healthcare.88' (iter 4/5) INFO [09:19:44.960] [mlr3] Applying learner 'classif.ranger' on task 'healthcare.88' (iter 5/5) INFO [09:19:45.203] [mlr3] Finished benchmark INFO [09:19:45.234] [bbotk] Result of batch 11: INFO [09:19:45.236] [bbotk] mtry.ratio replace sample.fraction num.trees classif.auc warnings errors INFO [09:19:45.236] [bbotk] 0.25 TRUE 0.325 1 0.7503062 0 0 INFO [09:19:45.236] [bbotk] runtime_learners uhash INFO [09:19:45.236] [bbotk] 1.141 b04c0e00-2398-434d-8bbc-1f199580e82d INFO [09:19:45.238] [bbotk] Evaluating 1 configuration(s) INFO [09:19:45.245] [mlr3] Running benchmark with 5 resampling iterations INFO [09:19:45.250] [mlr3] Applying learner 'classif.ranger' on task 'healthcare.88' (iter 1/5) Growing trees.. Progress: 7%. Estimated remaining time: 6 minutes, 25 seconds. Growing trees.. Progress: 15%. Estimated remaining time: 5 minutes, 52 seconds. Growing trees.. Progress: 22%. Estimated remaining time: 5 minutes, 21 seconds. Growing trees.. Progress: 30%. Estimated remaining time: 4 minutes, 51 seconds. Growing trees.. Progress: 37%. Estimated remaining time: 4 minutes, 19 seconds. Growing trees.. Progress: 45%. Estimated remaining time: 3 minutes, 50 seconds. Growing trees.. Progress: 52%. Estimated remaining time: 3 minutes, 18 seconds. Growing trees.. Progress: 60%. Estimated remaining time: 2 minutes, 48 seconds. Growing trees.. Progress: 67%. Estimated remaining time: 2 minutes, 17 seconds. Growing trees.. Progress: 75%. Estimated remaining time: 1 minute, 46 seconds. Growing trees.. Progress: 82%. Estimated remaining time: 1 minute, 15 seconds. Growing trees.. Progress: 89%. Estimated remaining time: 44 seconds. Growing trees.. Progress: 97%. Estimated remaining time: 13 seconds. INFO [09:26:53.151] [mlr3] Applying learner 'classif.ranger' on task 'healthcare.88' (iter 2/5) Growing trees.. Progress: 7%. Estimated remaining time: 6 minutes, 30 seconds. Growing trees.. Progress: 15%. Estimated remaining time: 6 minutes, 1 seconds. Growing trees.. Progress: 22%. Estimated remaining time: 5 minutes, 28 seconds. Growing trees.. Progress: 29%. Estimated remaining time: 4 minutes, 57 seconds. Growing trees.. Progress: 37%. Estimated remaining time: 4 minutes, 26 seconds. Growing trees.. Progress: 44%. Estimated remaining time: 3 minutes, 55 seconds. Growing trees.. Progress: 51%. Estimated remaining time: 3 minutes, 25 seconds. Growing trees.. Progress: 59%. Estimated remaining time: 2 minutes, 54 seconds. Growing trees.. Progress: 66%. Estimated remaining time: 2 minutes, 23 seconds. Growing trees.. Progress: 73%. Estimated remaining time: 1 minute, 52 seconds. Growing trees.. Progress: 81%. Estimated remaining time: 1 minute, 21 seconds. Growing trees.. Progress: 88%. Estimated remaining time: 50 seconds. Growing trees.. Progress: 95%. Estimated remaining time: 19 seconds. INFO [09:34:06.965] [mlr3] Applying learner 'classif.ranger' on task 'healthcare.88' (iter 3/5) Growing trees.. Progress: 7%. Estimated remaining time: 6 minutes, 33 seconds. Growing trees.. Progress: 15%. Estimated remaining time: 6 minutes, 1 seconds. Growing trees.. Progress: 22%. Estimated remaining time: 5 minutes, 31 seconds. Growing trees.. Progress: 29%. Estimated remaining time: 4 minutes, 59 seconds. Growing trees.. Progress: 37%. Estimated remaining time: 4 minutes, 27 seconds. Growing trees.. Progress: 44%. Estimated remaining time: 3 minutes, 56 seconds. Growing trees.. Progress: 51%. Estimated remaining time: 3 minutes, 25 seconds. Growing trees.. Progress: 59%. Estimated remaining time: 2 minutes, 55 seconds. Growing trees.. Progress: 66%. Estimated remaining time: 2 minutes, 24 seconds. Growing trees.. Progress: 74%. Estimated remaining time: 1 minute, 51 seconds. Growing trees.. Progress: 81%. Estimated remaining time: 1 minute, 20 seconds. Growing trees.. Progress: 88%. Estimated remaining time: 48 seconds. Growing trees.. Progress: 96%. Estimated remaining time: 17 seconds. INFO [09:41:19.939] [mlr3] Applying learner 'classif.ranger' on task 'healthcare.88' (iter 4/5) Growing trees.. Progress: 7%. Estimated remaining time: 6 minutes, 45 seconds. Growing trees.. Progress: 14%. Estimated remaining time: 6 minutes, 13 seconds. Growing trees.. Progress: 21%. Estimated remaining time: 5 minutes, 43 seconds. Growing trees.. Progress: 28%. Estimated remaining time: 5 minutes, 13 seconds. Growing trees.. Progress: 35%. Estimated remaining time: 4 minutes, 42 seconds. Growing trees.. Progress: 43%. Estimated remaining time: 4 minutes, 10 seconds. Growing trees.. Progress: 50%. Estimated remaining time: 3 minutes, 39 seconds. Growing trees.. Progress: 57%. Estimated remaining time: 3 minutes, 8 seconds. Growing trees.. Progress: 64%. Estimated remaining time: 2 minutes, 38 seconds. Growing trees.. Progress: 71%. Estimated remaining time: 2 minutes, 8 seconds. Growing trees.. Progress: 78%. Estimated remaining time: 1 minute, 36 seconds. Growing trees.. Progress: 85%. Estimated remaining time: 1 minute, 5 seconds. Growing trees.. Progress: 92%. Estimated remaining time: 34 seconds. Growing trees.. Progress: 99%. Estimated remaining time: 4 seconds. INFO [09:48:50.525] [mlr3] Applying learner 'classif.ranger' on task 'healthcare.88' (iter 5/5) Growing trees.. Progress: 7%. Estimated remaining time: 6 minutes, 25 seconds. Growing trees.. Progress: 15%. Estimated remaining time: 5 minutes, 54 seconds. Growing trees.. Progress: 22%. Estimated remaining time: 5 minutes, 23 seconds. Growing trees.. Progress: 30%. Estimated remaining time: 4 minutes, 52 seconds. Growing trees.. Progress: 37%. Estimated remaining time: 4 minutes, 20 seconds. Growing trees.. Progress: 45%. Estimated remaining time: 3 minutes, 48 seconds. Growing trees.. Progress: 52%. Estimated remaining time: 3 minutes, 18 seconds. Growing trees.. Progress: 60%. Estimated remaining time: 2 minutes, 47 seconds. Growing trees.. Progress: 67%. Estimated remaining time: 2 minutes, 17 seconds. Growing trees.. Progress: 74%. Estimated remaining time: 1 minute, 46 seconds. Growing trees.. Progress: 82%. Estimated remaining time: 1 minute, 15 seconds. Growing trees.. Progress: 89%. Estimated remaining time: 43 seconds. Growing trees.. Progress: 97%. Estimated remaining time: 12 seconds. INFO [09:55:57.855] [mlr3] Finished benchmark INFO [09:55:57.898] [bbotk] Result of batch 12: INFO [09:55:57.900] [bbotk] mtry.ratio replace sample.fraction num.trees classif.auc warnings errors INFO [09:55:57.900] [bbotk] 1 TRUE 0.325 2000 0.957211 0 0 INFO [09:55:57.900] [bbotk] runtime_learners uhash INFO [09:55:57.900] [bbotk] 2172.549 af203c77-9604-4f3f-b09d-791d5d8a3ee1 INFO [09:55:57.901] [bbotk] Evaluating 1 configuration(s) INFO [09:55:57.909] [mlr3] Running benchmark with 5 resampling iterations INFO [09:55:57.914] [mlr3] Applying learner 'classif.ranger' on task 'healthcare.88' (iter 1/5) Growing trees.. Progress: 13%. Estimated remaining time: 3 minutes, 21 seconds. Growing trees.. Progress: 27%. Estimated remaining time: 2 minutes, 51 seconds. Growing trees.. Progress: 40%. Estimated remaining time: 2 minutes, 20 seconds. Growing trees.. Progress: 53%. Estimated remaining time: 1 minute, 50 seconds. Growing trees.. Progress: 66%. Estimated remaining time: 1 minute, 19 seconds. Growing trees.. Progress: 79%. Estimated remaining time: 49 seconds. Growing trees.. Progress: 92%. Estimated remaining time: 18 seconds. INFO [10:00:01.772] [mlr3] Applying learner 'classif.ranger' on task 'healthcare.88' (iter 2/5) Growing trees.. Progress: 13%. Estimated remaining time: 3 minutes, 27 seconds. Growing trees.. Progress: 26%. Estimated remaining time: 2 minutes, 54 seconds. Growing trees.. Progress: 39%. Estimated remaining time: 2 minutes, 24 seconds. Growing trees.. Progress: 52%. Estimated remaining time: 1 minute, 52 seconds. Growing trees.. Progress: 65%. Estimated remaining time: 1 minute, 22 seconds. Growing trees.. Progress: 78%. Estimated remaining time: 51 seconds. Growing trees.. Progress: 92%. Estimated remaining time: 19 seconds. INFO [10:04:06.674] [mlr3] Applying learner 'classif.ranger' on task 'healthcare.88' (iter 3/5) Growing trees.. Progress: 13%. Estimated remaining time: 3 minutes, 27 seconds. Growing trees.. Progress: 26%. Estimated remaining time: 2 minutes, 54 seconds. Growing trees.. Progress: 39%. Estimated remaining time: 2 minutes, 23 seconds. Growing trees.. Progress: 53%. Estimated remaining time: 1 minute, 52 seconds. Growing trees.. Progress: 65%. Estimated remaining time: 1 minute, 22 seconds. Growing trees.. Progress: 78%. Estimated remaining time: 51 seconds. Growing trees.. Progress: 91%. Estimated remaining time: 20 seconds. INFO [10:08:11.587] [mlr3] Applying learner 'classif.ranger' on task 'healthcare.88' (iter 4/5) Growing trees.. Progress: 13%. Estimated remaining time: 3 minutes, 33 seconds. Growing trees.. Progress: 25%. Estimated remaining time: 3 minutes, 4 seconds. Growing trees.. Progress: 38%. Estimated remaining time: 2 minutes, 32 seconds. Growing trees.. Progress: 51%. Estimated remaining time: 2 minutes, 1 seconds. Growing trees.. Progress: 63%. Estimated remaining time: 1 minute, 31 seconds. Growing trees.. Progress: 75%. Estimated remaining time: 1 minute, 0 seconds. Growing trees.. Progress: 88%. Estimated remaining time: 30 seconds. INFO [10:12:26.725] [mlr3] Applying learner 'classif.ranger' on task 'healthcare.88' (iter 5/5) Growing trees.. Progress: 13%. Estimated remaining time: 3 minutes, 31 seconds. Growing trees.. Progress: 25%. Estimated remaining time: 3 minutes, 1 seconds. Growing trees.. Progress: 38%. Estimated remaining time: 2 minutes, 30 seconds. Growing trees.. Progress: 51%. Estimated remaining time: 1 minute, 58 seconds. Growing trees.. Progress: 64%. Estimated remaining time: 1 minute, 27 seconds. Growing trees.. Progress: 77%. Estimated remaining time: 56 seconds. Growing trees.. Progress: 89%. Estimated remaining time: 25 seconds. INFO [10:16:37.539] [mlr3] Finished benchmark INFO [10:16:37.571] [bbotk] Result of batch 13: INFO [10:16:37.574] [bbotk] mtry.ratio replace sample.fraction num.trees classif.auc warnings errors INFO [10:16:37.574] [bbotk] 0.75 TRUE 0.325 1500 0.9570352 0 0 INFO [10:16:37.574] [bbotk] runtime_learners uhash INFO [10:16:37.574] [bbotk] 1239.57 cfb336b8-9130-4eaf-a3e7-f825ae4f1283 INFO [10:16:37.575] [bbotk] Evaluating 1 configuration(s) INFO [10:16:37.583] [mlr3] Running benchmark with 5 resampling iterations INFO [10:16:37.588] [mlr3] Applying learner 'classif.ranger' on task 'healthcare.88' (iter 1/5) INFO [10:17:01.995] [mlr3] Applying learner 'classif.ranger' on task 'healthcare.88' (iter 2/5) INFO [10:17:26.168] [mlr3] Applying learner 'classif.ranger' on task 'healthcare.88' (iter 3/5) INFO [10:17:50.430] [mlr3] Applying learner 'classif.ranger' on task 'healthcare.88' (iter 4/5) INFO [10:18:14.564] [mlr3] Applying learner 'classif.ranger' on task 'healthcare.88' (iter 5/5) INFO [10:18:38.810] [mlr3] Finished benchmark INFO [10:18:38.843] [bbotk] Result of batch 14: INFO [10:18:38.846] [bbotk] mtry.ratio replace sample.fraction num.trees classif.auc warnings errors INFO [10:18:38.846] [bbotk] 0 FALSE 0.775 2000 0.9499109 0 0 INFO [10:18:38.846] [bbotk] runtime_learners uhash INFO [10:18:38.846] [bbotk] 121.166 af3eba66-2b2d-4c02-8f3a-b4e629eb4863 INFO [10:18:38.847] [bbotk] Evaluating 1 configuration(s) INFO [10:18:38.855] [mlr3] Running benchmark with 5 resampling iterations INFO [10:18:38.859] [mlr3] Applying learner 'classif.ranger' on task 'healthcare.88' (iter 1/5) Growing trees.. Progress: 3%. Estimated remaining time: 16 minutes, 42 seconds. Growing trees.. Progress: 6%. Estimated remaining time: 16 minutes, 2 seconds. Growing trees.. Progress: 9%. Estimated remaining time: 15 minutes, 28 seconds. Growing trees.. Progress: 12%. Estimated remaining time: 15 minutes, 8 seconds. Growing trees.. Progress: 15%. Estimated remaining time: 14 minutes, 33 seconds. Growing trees.. Progress: 18%. Estimated remaining time: 14 minutes, 0 seconds. Growing trees.. Progress: 21%. Estimated remaining time: 13 minutes, 30 seconds. Growing trees.. Progress: 24%. Estimated remaining time: 13 minutes, 3 seconds. Growing trees.. Progress: 27%. Estimated remaining time: 12 minutes, 32 seconds. Growing trees.. Progress: 30%. Estimated remaining time: 12 minutes, 1 seconds. Growing trees.. Progress: 33%. Estimated remaining time: 11 minutes, 30 seconds. Growing trees.. Progress: 36%. Estimated remaining time: 10 minutes, 59 seconds. Growing trees.. Progress: 39%. Estimated remaining time: 10 minutes, 29 seconds. Growing trees.. Progress: 42%. Estimated remaining time: 9 minutes, 58 seconds. Growing trees.. Progress: 45%. Estimated remaining time: 9 minutes, 27 seconds. Growing trees.. Progress: 48%. Estimated remaining time: 8 minutes, 55 seconds. Growing trees.. Progress: 51%. Estimated remaining time: 8 minutes, 24 seconds. Growing trees.. Progress: 54%. Estimated remaining time: 7 minutes, 52 seconds. Growing trees.. Progress: 57%. Estimated remaining time: 7 minutes, 21 seconds. Growing trees.. Progress: 60%. Estimated remaining time: 6 minutes, 50 seconds. Growing trees.. Progress: 63%. Estimated remaining time: 6 minutes, 19 seconds. Growing trees.. Progress: 66%. Estimated remaining time: 5 minutes, 48 seconds. Growing trees.. Progress: 69%. Estimated remaining time: 5 minutes, 17 seconds. Growing trees.. Progress: 72%. Estimated remaining time: 4 minutes, 46 seconds. Growing trees.. Progress: 75%. Estimated remaining time: 4 minutes, 15 seconds. Growing trees.. Progress: 78%. Estimated remaining time: 3 minutes, 44 seconds. Growing trees.. Progress: 81%. Estimated remaining time: 3 minutes, 12 seconds. Growing trees.. Progress: 84%. Estimated remaining time: 2 minutes, 41 seconds. Growing trees.. Progress: 87%. Estimated remaining time: 2 minutes, 9 seconds. Growing trees.. Progress: 91%. Estimated remaining time: 1 minute, 38 seconds. Growing trees.. Progress: 94%. Estimated remaining time: 1 minute, 7 seconds. Growing trees.. Progress: 97%. Estimated remaining time: 36 seconds. Growing trees.. Progress: 100%. Estimated remaining time: 5 seconds. INFO [10:35:59.817] [mlr3] Applying learner 'classif.ranger' on task 'healthcare.88' (iter 2/5) Growing trees.. Progress: 3%. Estimated remaining time: 16 minutes, 25 seconds. Growing trees.. Progress: 6%. Estimated remaining time: 15 minutes, 54 seconds. Growing trees.. Progress: 9%. Estimated remaining time: 15 minutes, 23 seconds. Growing trees.. Progress: 12%. Estimated remaining time: 14 minutes, 52 seconds. Growing trees.. Progress: 15%. Estimated remaining time: 14 minutes, 21 seconds. Growing trees.. Progress: 18%. Estimated remaining time: 13 minutes, 50 seconds. Growing trees.. Progress: 21%. Estimated remaining time: 13 minutes, 20 seconds. Growing trees.. Progress: 25%. Estimated remaining time: 12 minutes, 47 seconds. Growing trees.. Progress: 28%. Estimated remaining time: 12 minutes, 17 seconds. Growing trees.. Progress: 31%. Estimated remaining time: 11 minutes, 44 seconds. Growing trees.. Progress: 34%. Estimated remaining time: 11 minutes, 13 seconds. Growing trees.. Progress: 37%. Estimated remaining time: 10 minutes, 42 seconds. Growing trees.. Progress: 40%. Estimated remaining time: 10 minutes, 11 seconds. Growing trees.. Progress: 43%. Estimated remaining time: 9 minutes, 41 seconds. Growing trees.. Progress: 46%. Estimated remaining time: 9 minutes, 10 seconds. Growing trees.. Progress: 49%. Estimated remaining time: 8 minutes, 39 seconds. Growing trees.. Progress: 52%. Estimated remaining time: 8 minutes, 8 seconds. Growing trees.. Progress: 55%. Estimated remaining time: 7 minutes, 36 seconds. Growing trees.. Progress: 58%. Estimated remaining time: 7 minutes, 5 seconds. Growing trees.. Progress: 61%. Estimated remaining time: 6 minutes, 34 seconds. Growing trees.. Progress: 64%. Estimated remaining time: 6 minutes, 3 seconds. Growing trees.. Progress: 67%. Estimated remaining time: 5 minutes, 31 seconds. Growing trees.. Progress: 71%. Estimated remaining time: 5 minutes, 0 seconds. Growing trees.. Progress: 74%. Estimated remaining time: 4 minutes, 28 seconds. Growing trees.. Progress: 77%. Estimated remaining time: 3 minutes, 57 seconds. Growing trees.. Progress: 80%. Estimated remaining time: 3 minutes, 26 seconds. Growing trees.. Progress: 83%. Estimated remaining time: 2 minutes, 55 seconds. Growing trees.. Progress: 86%. Estimated remaining time: 2 minutes, 24 seconds. Growing trees.. Progress: 89%. Estimated remaining time: 1 minute, 52 seconds. Growing trees.. Progress: 92%. Estimated remaining time: 1 minute, 21 seconds. Growing trees.. Progress: 95%. Estimated remaining time: 50 seconds. Growing trees.. Progress: 98%. Estimated remaining time: 19 seconds. INFO [10:53:04.388] [mlr3] Applying learner 'classif.ranger' on task 'healthcare.88' (iter 3/5) Growing trees.. Progress: 3%. Estimated remaining time: 16 minutes, 59 seconds. Growing trees.. Progress: 6%. Estimated remaining time: 16 minutes, 28 seconds. Growing trees.. Progress: 9%. Estimated remaining time: 15 minutes, 51 seconds. Growing trees.. Progress: 12%. Estimated remaining time: 15 minutes, 29 seconds. Growing trees.. Progress: 15%. Estimated remaining time: 14 minutes, 58 seconds. Growing trees.. Progress: 18%. Estimated remaining time: 14 minutes, 26 seconds. Growing trees.. Progress: 21%. Estimated remaining time: 13 minutes, 55 seconds. Growing trees.. Progress: 24%. Estimated remaining time: 13 minutes, 23 seconds. Growing trees.. Progress: 27%. Estimated remaining time: 12 minutes, 52 seconds. Growing trees.. Progress: 30%. Estimated remaining time: 12 minutes, 23 seconds. Growing trees.. Progress: 33%. Estimated remaining time: 11 minutes, 52 seconds. Growing trees.. Progress: 36%. Estimated remaining time: 11 minutes, 19 seconds. Growing trees.. Progress: 39%. Estimated remaining time: 10 minutes, 48 seconds. Growing trees.. Progress: 41%. Estimated remaining time: 10 minutes, 17 seconds. Growing trees.. Progress: 44%. Estimated remaining time: 9 minutes, 46 seconds. Growing trees.. Progress: 47%. Estimated remaining time: 9 minutes, 15 seconds. Growing trees.. Progress: 50%. Estimated remaining time: 8 minutes, 43 seconds. Growing trees.. Progress: 53%. Estimated remaining time: 8 minutes, 12 seconds. Growing trees.. Progress: 56%. Estimated remaining time: 7 minutes, 41 seconds. Growing trees.. Progress: 59%. Estimated remaining time: 7 minutes, 9 seconds. Growing trees.. Progress: 62%. Estimated remaining time: 6 minutes, 38 seconds. Growing trees.. Progress: 65%. Estimated remaining time: 6 minutes, 6 seconds. Growing trees.. Progress: 68%. Estimated remaining time: 5 minutes, 35 seconds. Growing trees.. Progress: 71%. Estimated remaining time: 5 minutes, 4 seconds. Growing trees.. Progress: 74%. Estimated remaining time: 4 minutes, 32 seconds. Growing trees.. Progress: 77%. Estimated remaining time: 4 minutes, 1 seconds. Growing trees.. Progress: 80%. Estimated remaining time: 3 minutes, 30 seconds. Growing trees.. Progress: 83%. Estimated remaining time: 2 minutes, 59 seconds. Growing trees.. Progress: 86%. Estimated remaining time: 2 minutes, 28 seconds. Growing trees.. Progress: 89%. Estimated remaining time: 1 minute, 56 seconds. Growing trees.. Progress: 92%. Estimated remaining time: 1 minute, 24 seconds. Growing trees.. Progress: 95%. Estimated remaining time: 53 seconds. Growing trees.. Progress: 98%. Estimated remaining time: 22 seconds. INFO [11:10:43.200] [mlr3] Applying learner 'classif.ranger' on task 'healthcare.88' (iter 4/5) Growing trees.. Progress: 3%. Estimated remaining time: 16 minutes, 59 seconds. Growing trees.. Progress: 6%. Estimated remaining time: 16 minutes, 28 seconds. Growing trees.. Progress: 9%. Estimated remaining time: 15 minutes, 51 seconds. Growing trees.. Progress: 12%. Estimated remaining time: 15 minutes, 22 seconds. Growing trees.. Progress: 15%. Estimated remaining time: 14 minutes, 54 seconds. Growing trees.. Progress: 18%. Estimated remaining time: 14 minutes, 20 seconds. Growing trees.. Progress: 21%. Estimated remaining time: 13 minutes, 51 seconds. Growing trees.. Progress: 24%. Estimated remaining time: 13 minutes, 18 seconds. Growing trees.. Progress: 27%. Estimated remaining time: 12 minutes, 48 seconds. Growing trees.. Progress: 30%. Estimated remaining time: 12 minutes, 15 seconds. Growing trees.. Progress: 33%. Estimated remaining time: 11 minutes, 43 seconds. Growing trees.. Progress: 36%. Estimated remaining time: 11 minutes, 12 seconds. Growing trees.. Progress: 39%. Estimated remaining time: 10 minutes, 43 seconds. Growing trees.. Progress: 42%. Estimated remaining time: 10 minutes, 12 seconds. Growing trees.. Progress: 45%. Estimated remaining time: 9 minutes, 41 seconds. Growing trees.. Progress: 48%. Estimated remaining time: 9 minutes, 10 seconds. Growing trees.. Progress: 51%. Estimated remaining time: 8 minutes, 38 seconds. Growing trees.. Progress: 54%. Estimated remaining time: 8 minutes, 7 seconds. Growing trees.. Progress: 57%. Estimated remaining time: 7 minutes, 36 seconds. Growing trees.. Progress: 60%. Estimated remaining time: 7 minutes, 4 seconds. Growing trees.. Progress: 63%. Estimated remaining time: 6 minutes, 33 seconds. Growing trees.. Progress: 66%. Estimated remaining time: 6 minutes, 2 seconds. Growing trees.. Progress: 69%. Estimated remaining time: 5 minutes, 30 seconds. Growing trees.. Progress: 71%. Estimated remaining time: 4 minutes, 59 seconds. Growing trees.. Progress: 74%. Estimated remaining time: 4 minutes, 28 seconds. Growing trees.. Progress: 77%. Estimated remaining time: 3 minutes, 57 seconds. Growing trees.. Progress: 80%. Estimated remaining time: 3 minutes, 27 seconds. Growing trees.. Progress: 83%. Estimated remaining time: 2 minutes, 56 seconds. Growing trees.. Progress: 86%. Estimated remaining time: 2 minutes, 25 seconds. Growing trees.. Progress: 89%. Estimated remaining time: 1 minute, 54 seconds. Growing trees.. Progress: 92%. Estimated remaining time: 1 minute, 22 seconds. Growing trees.. Progress: 95%. Estimated remaining time: 51 seconds. Growing trees.. Progress: 98%. Estimated remaining time: 19 seconds. INFO [11:28:20.502] [mlr3] Applying learner 'classif.ranger' on task 'healthcare.88' (iter 5/5) Growing trees.. Progress: 3%. Estimated remaining time: 16 minutes, 42 seconds. Growing trees.. Progress: 6%. Estimated remaining time: 16 minutes, 11 seconds. Growing trees.. Progress: 9%. Estimated remaining time: 15 minutes, 46 seconds. Growing trees.. Progress: 12%. Estimated remaining time: 15 minutes, 13 seconds. Growing trees.. Progress: 15%. Estimated remaining time: 14 minutes, 44 seconds. Growing trees.. Progress: 18%. Estimated remaining time: 14 minutes, 11 seconds. Growing trees.. Progress: 21%. Estimated remaining time: 13 minutes, 40 seconds. Growing trees.. Progress: 24%. Estimated remaining time: 13 minutes, 8 seconds. Growing trees.. Progress: 27%. Estimated remaining time: 12 minutes, 37 seconds. Growing trees.. Progress: 30%. Estimated remaining time: 12 minutes, 5 seconds. Growing trees.. Progress: 33%. Estimated remaining time: 11 minutes, 34 seconds. Growing trees.. Progress: 36%. Estimated remaining time: 11 minutes, 4 seconds. Growing trees.. Progress: 39%. Estimated remaining time: 10 minutes, 33 seconds. Growing trees.. Progress: 42%. Estimated remaining time: 10 minutes, 2 seconds. Growing trees.. Progress: 45%. Estimated remaining time: 9 minutes, 32 seconds. slurmstepd: error: *** JOB 7757535 ON cn28 CANCELLED AT 2024-02-23T11:36:16 ***