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=1492] ### [bt]: Generating problem instance for problem 'a2407f261731af25' ... ### [bt]: Applying algorithm 'run_learner' on problem 'a2407f261731af25' for job 1492 (seed = 1493) ... INFO [06:20:08.782] [mlr3] Applying learner 'classif.ranger' on task 'healthcare.88' (iter 52/60) INFO [06:20:10.070] [bbotk] Starting to optimize 4 parameter(s) with '' and '' INFO [06:20:10.112] [bbotk] Evaluating 1 configuration(s) INFO [06:20:10.134] [mlr3] Running benchmark with 5 resampling iterations INFO [06:20:10.182] [mlr3] Applying learner 'classif.ranger' on task 'healthcare.88' (iter 1/5) INFO [06:20:10.549] [mlr3] Applying learner 'classif.ranger' on task 'healthcare.88' (iter 2/5) INFO [06:20:10.694] [mlr3] Applying learner 'classif.ranger' on task 'healthcare.88' (iter 3/5) INFO [06:20:10.844] [mlr3] Applying learner 'classif.ranger' on task 'healthcare.88' (iter 4/5) INFO [06:20:11.189] [mlr3] Applying learner 'classif.ranger' on task 'healthcare.88' (iter 5/5) INFO [06:20:11.322] [mlr3] Finished benchmark INFO [06:20:11.355] [bbotk] Result of batch 1: INFO [06:20:11.360] [bbotk] mtry.ratio replace sample.fraction num.trees classif.auc warnings errors INFO [06:20:11.360] [bbotk] 0.75 FALSE 0.1 1 0.7176862 0 0 INFO [06:20:11.360] [bbotk] runtime_learners uhash INFO [06:20:11.360] [bbotk] 1.084 613472da-02c5-4054-931d-69e3b576008c INFO [06:20:11.361] [bbotk] Evaluating 1 configuration(s) INFO [06:20:11.369] [mlr3] Running benchmark with 5 resampling iterations INFO [06:20:11.374] [mlr3] Applying learner 'classif.ranger' on task 'healthcare.88' (iter 1/5) INFO [06:20:11.497] [mlr3] Applying learner 'classif.ranger' on task 'healthcare.88' (iter 2/5) INFO [06:20:11.622] [mlr3] Applying learner 'classif.ranger' on task 'healthcare.88' (iter 3/5) INFO [06:20:11.744] [mlr3] Applying learner 'classif.ranger' on task 'healthcare.88' (iter 4/5) INFO [06:20:11.866] [mlr3] Applying learner 'classif.ranger' on task 'healthcare.88' (iter 5/5) INFO [06:20:11.990] [mlr3] Finished benchmark INFO [06:20:12.020] [bbotk] Result of batch 2: INFO [06:20:12.022] [bbotk] mtry.ratio replace sample.fraction num.trees classif.auc warnings errors INFO [06:20:12.022] [bbotk] 0 FALSE 1 1 0.7895206 0 0 INFO [06:20:12.022] [bbotk] runtime_learners uhash INFO [06:20:12.022] [bbotk] 0.561 14f77f78-4f23-4524-a7d5-e1bf56742cc1 INFO [06:20:12.024] [bbotk] Evaluating 1 configuration(s) INFO [06:20:12.032] [mlr3] Running benchmark with 5 resampling iterations INFO [06:20:12.037] [mlr3] Applying learner 'classif.ranger' on task 'healthcare.88' (iter 1/5) Growing trees.. Progress: 23%. Estimated remaining time: 1 minute, 44 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 [06:22:29.473] [mlr3] Applying learner 'classif.ranger' on task 'healthcare.88' (iter 2/5) Growing trees.. Progress: 23%. Estimated remaining time: 1 minute, 45 seconds. Growing trees.. Progress: 45%. Estimated remaining time: 1 minute, 14 seconds. Growing trees.. Progress: 68%. Estimated remaining time: 43 seconds. Growing trees.. Progress: 91%. Estimated remaining time: 12 seconds. INFO [06:24:48.962] [mlr3] Applying learner 'classif.ranger' on task 'healthcare.88' (iter 3/5) Growing trees.. Progress: 24%. Estimated remaining time: 1 minute, 38 seconds. Growing trees.. Progress: 48%. Estimated remaining time: 1 minute, 7 seconds. Growing trees.. Progress: 72%. Estimated remaining time: 36 seconds. Growing trees.. Progress: 96%. Estimated remaining time: 5 seconds. INFO [06:27:01.323] [mlr3] Applying learner 'classif.ranger' on task 'healthcare.88' (iter 4/5) Growing trees.. Progress: 23%. Estimated remaining time: 1 minute, 46 seconds. Growing trees.. Progress: 45%. Estimated remaining time: 1 minute, 15 seconds. Growing trees.. Progress: 68%. Estimated remaining time: 43 seconds. Growing trees.. Progress: 91%. Estimated remaining time: 12 seconds. INFO [06:29:21.402] [mlr3] Applying learner 'classif.ranger' on task 'healthcare.88' (iter 5/5) Growing trees.. Progress: 23%. Estimated remaining time: 1 minute, 41 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 [06:31:35.346] [mlr3] Finished benchmark INFO [06:31:35.389] [bbotk] Result of batch 3: INFO [06:31:35.392] [bbotk] mtry.ratio replace sample.fraction num.trees classif.auc warnings errors INFO [06:31:35.392] [bbotk] 0.25 FALSE 1 1500 0.9535591 0 0 INFO [06:31:35.392] [bbotk] runtime_learners uhash INFO [06:31:35.392] [bbotk] 683.204 e3e48125-59ac-4615-a811-4447217f116a INFO [06:31:35.394] [bbotk] Evaluating 1 configuration(s) INFO [06:31:35.403] [mlr3] Running benchmark with 5 resampling iterations INFO [06:31:35.409] [mlr3] Applying learner 'classif.ranger' on task 'healthcare.88' (iter 1/5) INFO [06:31:40.938] [mlr3] Applying learner 'classif.ranger' on task 'healthcare.88' (iter 2/5) INFO [06:31:46.123] [mlr3] Applying learner 'classif.ranger' on task 'healthcare.88' (iter 3/5) INFO [06:31:51.409] [mlr3] Applying learner 'classif.ranger' on task 'healthcare.88' (iter 4/5) INFO [06:31:56.698] [mlr3] Applying learner 'classif.ranger' on task 'healthcare.88' (iter 5/5) INFO [06:32:01.972] [mlr3] Finished benchmark INFO [06:32:02.005] [bbotk] Result of batch 4: INFO [06:32:02.008] [bbotk] mtry.ratio replace sample.fraction num.trees classif.auc warnings errors INFO [06:32:02.008] [bbotk] 0 TRUE 0.1 1500 0.945524 0 0 INFO [06:32:02.008] [bbotk] runtime_learners uhash INFO [06:32:02.008] [bbotk] 26.498 caa747f3-9743-4096-9534-d536cfbe9cb0 INFO [06:32:02.009] [bbotk] Evaluating 1 configuration(s) INFO [06:32:02.018] [mlr3] Running benchmark with 5 resampling iterations INFO [06:32:02.024] [mlr3] Applying learner 'classif.ranger' on task 'healthcare.88' (iter 1/5) Growing trees.. Progress: 11%. Estimated remaining time: 4 minutes, 22 seconds. Growing trees.. Progress: 21%. Estimated remaining time: 3 minutes, 51 seconds. Growing trees.. Progress: 32%. Estimated remaining time: 3 minutes, 20 seconds. Growing trees.. Progress: 43%. Estimated remaining time: 2 minutes, 46 seconds. Growing trees.. Progress: 53%. Estimated remaining time: 2 minutes, 15 seconds. Growing trees.. Progress: 64%. Estimated remaining time: 1 minute, 45 seconds. Growing trees.. Progress: 75%. Estimated remaining time: 1 minute, 14 seconds. Growing trees.. Progress: 85%. Estimated remaining time: 44 seconds. Growing trees.. Progress: 95%. Estimated remaining time: 13 seconds. INFO [06:37:00.621] [mlr3] Applying learner 'classif.ranger' on task 'healthcare.88' (iter 2/5) Growing trees.. Progress: 9%. Estimated remaining time: 5 minutes, 33 seconds. Growing trees.. Progress: 17%. Estimated remaining time: 5 minutes, 3 seconds. Growing trees.. Progress: 26%. Estimated remaining time: 4 minutes, 31 seconds. Growing trees.. Progress: 34%. Estimated remaining time: 4 minutes, 0 seconds. Growing trees.. Progress: 43%. Estimated remaining time: 3 minutes, 28 seconds. Growing trees.. Progress: 51%. Estimated remaining time: 2 minutes, 56 seconds. Growing trees.. Progress: 60%. Estimated remaining time: 2 minutes, 24 seconds. Growing trees.. Progress: 69%. Estimated remaining time: 1 minute, 53 seconds. Growing trees.. Progress: 77%. Estimated remaining time: 1 minute, 22 seconds. Growing trees.. Progress: 86%. Estimated remaining time: 51 seconds. Growing trees.. Progress: 94%. Estimated remaining time: 20 seconds. INFO [06:43:07.605] [mlr3] Applying learner 'classif.ranger' on task 'healthcare.88' (iter 3/5) Growing trees.. Progress: 11%. Estimated remaining time: 4 minutes, 10 seconds. Growing trees.. Progress: 22%. Estimated remaining time: 3 minutes, 40 seconds. Growing trees.. Progress: 33%. Estimated remaining time: 3 minutes, 8 seconds. Growing trees.. Progress: 44%. Estimated remaining time: 2 minutes, 36 seconds. Growing trees.. Progress: 55%. Estimated remaining time: 2 minutes, 5 seconds. Growing trees.. Progress: 66%. Estimated remaining time: 1 minute, 34 seconds. Growing trees.. Progress: 77%. Estimated remaining time: 1 minute, 4 seconds. Growing trees.. Progress: 88%. Estimated remaining time: 33 seconds. Growing trees.. Progress: 99%. Estimated remaining time: 2 seconds. INFO [06:47:55.382] [mlr3] Applying learner 'classif.ranger' on task 'healthcare.88' (iter 4/5) Growing trees.. Progress: 11%. Estimated remaining time: 4 minutes, 22 seconds. Growing trees.. Progress: 21%. Estimated remaining time: 3 minutes, 53 seconds. Growing trees.. Progress: 31%. Estimated remaining time: 3 minutes, 23 seconds. Growing trees.. Progress: 42%. Estimated remaining time: 2 minutes, 53 seconds. Growing trees.. Progress: 52%. Estimated remaining time: 2 minutes, 21 seconds. Growing trees.. Progress: 63%. Estimated remaining time: 1 minute, 51 seconds. Growing trees.. Progress: 73%. Estimated remaining time: 1 minute, 19 seconds. Growing trees.. Progress: 84%. Estimated remaining time: 48 seconds. Growing trees.. Progress: 94%. Estimated remaining time: 17 seconds. INFO [06:52:57.895] [mlr3] Applying learner 'classif.ranger' on task 'healthcare.88' (iter 5/5) Growing trees.. Progress: 10%. Estimated remaining time: 4 minutes, 34 seconds. Growing trees.. Progress: 20%. Estimated remaining time: 4 minutes, 3 seconds. Growing trees.. Progress: 31%. Estimated remaining time: 3 minutes, 31 seconds. Growing trees.. Progress: 41%. Estimated remaining time: 3 minutes, 0 seconds. Growing trees.. Progress: 51%. Estimated remaining time: 2 minutes, 29 seconds. Growing trees.. Progress: 61%. Estimated remaining time: 1 minute, 58 seconds. Growing trees.. Progress: 71%. Estimated remaining time: 1 minute, 27 seconds. Growing trees.. Progress: 81%. Estimated remaining time: 57 seconds. Growing trees.. Progress: 92%. Estimated remaining time: 25 seconds. INFO [06:58:08.995] [mlr3] Finished benchmark INFO [06:58:09.031] [bbotk] Result of batch 5: INFO [06:58:09.034] [bbotk] mtry.ratio replace sample.fraction num.trees classif.auc warnings errors INFO [06:58:09.034] [bbotk] 1 TRUE 0.55 2000 0.9521257 0 0 INFO [06:58:09.034] [bbotk] runtime_learners uhash INFO [06:58:09.034] [bbotk] 1566.899 6e70e94d-e3fb-4327-8c49-8183392b3eca INFO [06:58:09.036] [bbotk] Evaluating 1 configuration(s) INFO [06:58:09.045] [mlr3] Running benchmark with 5 resampling iterations INFO [06:58:09.051] [mlr3] Applying learner 'classif.ranger' on task 'healthcare.88' (iter 1/5) 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: 39 seconds. Growing trees.. Progress: 93%. Estimated remaining time: 9 seconds. INFO [07:00:27.258] [mlr3] Applying learner 'classif.ranger' on task 'healthcare.88' (iter 2/5) Growing trees.. Progress: 23%. Estimated remaining time: 1 minute, 42 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 [07:02:46.306] [mlr3] Applying learner 'classif.ranger' on task 'healthcare.88' (iter 3/5) Growing trees.. Progress: 23%. Estimated remaining time: 1 minute, 45 seconds. Growing trees.. Progress: 46%. Estimated remaining time: 1 minute, 14 seconds. Growing trees.. Progress: 68%. Estimated remaining time: 42 seconds. Growing trees.. Progress: 91%. Estimated remaining time: 12 seconds. INFO [07:05:06.998] [mlr3] Applying learner 'classif.ranger' on task 'healthcare.88' (iter 4/5) Growing trees.. Progress: 18%. Estimated remaining time: 2 minutes, 19 seconds. Growing trees.. Progress: 36%. Estimated remaining time: 1 minute, 49 seconds. Growing trees.. Progress: 54%. Estimated remaining time: 1 minute, 18 seconds. Growing trees.. Progress: 72%. Estimated remaining time: 47 seconds. Growing trees.. Progress: 90%. Estimated remaining time: 16 seconds. INFO [07:08:03.764] [mlr3] Applying learner 'classif.ranger' on task 'healthcare.88' (iter 5/5) Growing trees.. Progress: 23%. Estimated remaining time: 1 minute, 45 seconds. Growing trees.. Progress: 45%. Estimated remaining time: 1 minute, 14 seconds. Growing trees.. Progress: 68%. Estimated remaining time: 43 seconds. Growing trees.. Progress: 91%. Estimated remaining time: 11 seconds. INFO [07:10:24.347] [mlr3] Finished benchmark INFO [07:10:24.383] [bbotk] Result of batch 6: INFO [07:10:24.386] [bbotk] mtry.ratio replace sample.fraction num.trees classif.auc warnings errors INFO [07:10:24.386] [bbotk] 0.5 FALSE 0.55 1500 0.9540857 0 0 INFO [07:10:24.386] [bbotk] runtime_learners uhash INFO [07:10:24.386] [bbotk] 735.227 c54a1e5d-05aa-4978-a1cd-b409d29f6a4c INFO [07:10:24.387] [bbotk] Evaluating 1 configuration(s) INFO [07:10:24.396] [mlr3] Running benchmark with 5 resampling iterations INFO [07:10:24.402] [mlr3] Applying learner 'classif.ranger' on task 'healthcare.88' (iter 1/5) INFO [07:10:24.784] [mlr3] Applying learner 'classif.ranger' on task 'healthcare.88' (iter 2/5) INFO [07:10:25.175] [mlr3] Applying learner 'classif.ranger' on task 'healthcare.88' (iter 3/5) INFO [07:10:25.565] [mlr3] Applying learner 'classif.ranger' on task 'healthcare.88' (iter 4/5) INFO [07:10:25.933] [mlr3] Applying learner 'classif.ranger' on task 'healthcare.88' (iter 5/5) INFO [07:10:26.319] [mlr3] Finished benchmark INFO [07:10:26.349] [bbotk] Result of batch 7: INFO [07:10:26.351] [bbotk] mtry.ratio replace sample.fraction num.trees classif.auc warnings errors INFO [07:10:26.351] [bbotk] 1 TRUE 1 1 0.7228627 0 0 INFO [07:10:26.351] [bbotk] runtime_learners uhash INFO [07:10:26.351] [bbotk] 1.862 ee885df7-c75f-422e-93d8-23426c924ecd INFO [07:10:26.353] [bbotk] Evaluating 1 configuration(s) INFO [07:10:26.361] [mlr3] Running benchmark with 5 resampling iterations INFO [07:10:26.366] [mlr3] Applying learner 'classif.ranger' on task 'healthcare.88' (iter 1/5) Growing trees.. Progress: 13%. Estimated remaining time: 3 minutes, 20 seconds. Growing trees.. Progress: 27%. Estimated remaining time: 2 minutes, 48 seconds. Growing trees.. Progress: 40%. Estimated remaining time: 2 minutes, 17 seconds. Growing trees.. Progress: 54%. Estimated remaining time: 1 minute, 47 seconds. Growing trees.. Progress: 67%. Estimated remaining time: 1 minute, 15 seconds. Growing trees.. Progress: 81%. Estimated remaining time: 43 seconds. Growing trees.. Progress: 95%. Estimated remaining time: 12 seconds. INFO [07:14:21.520] [mlr3] Applying learner 'classif.ranger' on task 'healthcare.88' (iter 2/5) Growing trees.. Progress: 16%. Estimated remaining time: 2 minutes, 44 seconds. Growing trees.. Progress: 32%. Estimated remaining time: 2 minutes, 12 seconds. Growing trees.. Progress: 48%. Estimated remaining time: 1 minute, 41 seconds. Growing trees.. Progress: 64%. Estimated remaining time: 1 minute, 10 seconds. Growing trees.. Progress: 80%. Estimated remaining time: 39 seconds. Growing trees.. Progress: 95%. Estimated remaining time: 8 seconds. INFO [07:17:41.993] [mlr3] Applying learner 'classif.ranger' on task 'healthcare.88' (iter 3/5) Growing trees.. Progress: 16%. Estimated remaining time: 2 minutes, 39 seconds. Growing trees.. Progress: 33%. Estimated remaining time: 2 minutes, 7 seconds. Growing trees.. Progress: 49%. Estimated remaining time: 1 minute, 37 seconds. Growing trees.. Progress: 65%. Estimated remaining time: 1 minute, 6 seconds. Growing trees.. Progress: 82%. Estimated remaining time: 35 seconds. Growing trees.. Progress: 98%. Estimated remaining time: 3 seconds. INFO [07:20:57.376] [mlr3] Applying learner 'classif.ranger' on task 'healthcare.88' (iter 4/5) Growing trees.. Progress: 16%. Estimated remaining time: 2 minutes, 44 seconds. Growing trees.. Progress: 32%. Estimated remaining time: 2 minutes, 12 seconds. Growing trees.. Progress: 48%. Estimated remaining time: 1 minute, 40 seconds. Growing trees.. Progress: 64%. Estimated remaining time: 1 minute, 10 seconds. Growing trees.. Progress: 80%. Estimated remaining time: 39 seconds. Growing trees.. Progress: 96%. Estimated remaining time: 7 seconds. INFO [07:24:17.083] [mlr3] Applying learner 'classif.ranger' on task 'healthcare.88' (iter 5/5) Growing trees.. Progress: 16%. Estimated remaining time: 2 minutes, 44 seconds. Growing trees.. Progress: 32%. Estimated remaining time: 2 minutes, 13 seconds. Growing trees.. Progress: 48%. Estimated remaining time: 1 minute, 42 seconds. Growing trees.. Progress: 63%. Estimated remaining time: 1 minute, 11 seconds. Growing trees.. Progress: 79%. Estimated remaining time: 40 seconds. Growing trees.. Progress: 95%. Estimated remaining time: 9 seconds. INFO [07:27:38.051] [mlr3] Finished benchmark INFO [07:27:38.092] [bbotk] Result of batch 8: INFO [07:27:38.095] [bbotk] mtry.ratio replace sample.fraction num.trees classif.auc warnings errors INFO [07:27:38.095] [bbotk] 0.5 TRUE 0.775 2000 0.953115 0 0 INFO [07:27:38.095] [bbotk] runtime_learners uhash INFO [07:27:38.095] [bbotk] 1031.603 0d16b8fe-6af2-4e45-9f22-cb11f20d9882 INFO [07:27:38.097] [bbotk] Evaluating 1 configuration(s) INFO [07:27:38.106] [mlr3] Running benchmark with 5 resampling iterations INFO [07:27:38.112] [mlr3] Applying learner 'classif.ranger' on task 'healthcare.88' (iter 1/5) Growing trees.. Progress: 39%. Estimated remaining time: 49 seconds. Growing trees.. Progress: 77%. Estimated remaining time: 18 seconds. INFO [07:29:01.673] [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 [07:30:25.163] [mlr3] Applying learner 'classif.ranger' on task 'healthcare.88' (iter 3/5) Growing trees.. Progress: 40%. Estimated remaining time: 46 seconds. Growing trees.. Progress: 80%. Estimated remaining time: 15 seconds. INFO [07:31:46.062] [mlr3] Applying learner 'classif.ranger' on task 'healthcare.88' (iter 4/5) Growing trees.. Progress: 38%. Estimated remaining time: 51 seconds. Growing trees.. Progress: 76%. Estimated remaining time: 20 seconds. INFO [07:33:10.867] [mlr3] Applying learner 'classif.ranger' on task 'healthcare.88' (iter 5/5) Growing trees.. Progress: 40%. Estimated remaining time: 47 seconds. Growing trees.. Progress: 80%. Estimated remaining time: 15 seconds. INFO [07:34:32.396] [mlr3] Finished benchmark INFO [07:34:32.431] [bbotk] Result of batch 9: INFO [07:34:32.434] [bbotk] mtry.ratio replace sample.fraction num.trees classif.auc warnings errors INFO [07:34:32.434] [bbotk] 0.75 FALSE 0.325 1000 0.9534732 0 0 INFO [07:34:32.434] [bbotk] runtime_learners uhash INFO [07:34:32.434] [bbotk] 414.209 4ea55f28-d114-4032-8137-c446ea34c89e INFO [07:34:32.435] [bbotk] Evaluating 1 configuration(s) INFO [07:34:32.445] [mlr3] Running benchmark with 5 resampling iterations INFO [07:34:32.451] [mlr3] Applying learner 'classif.ranger' on task 'healthcare.88' (iter 1/5) Growing trees.. Progress: 46%. Estimated remaining time: 35 seconds. Growing trees.. Progress: 92%. Estimated remaining time: 5 seconds. INFO [07:35:45.515] [mlr3] Applying learner 'classif.ranger' on task 'healthcare.88' (iter 2/5) Growing trees.. Progress: 47%. Estimated remaining time: 35 seconds. Growing trees.. Progress: 93%. Estimated remaining time: 4 seconds. INFO [07:36:57.858] [mlr3] Applying learner 'classif.ranger' on task 'healthcare.88' (iter 3/5) Growing trees.. Progress: 49%. Estimated remaining time: 31 seconds. Growing trees.. Progress: 99%. Estimated remaining time: 0 seconds. INFO [07:38:06.168] [mlr3] Applying learner 'classif.ranger' on task 'healthcare.88' (iter 4/5) Growing trees.. Progress: 47%. Estimated remaining time: 35 seconds. Growing trees.. Progress: 93%. Estimated remaining time: 4 seconds. INFO [07:39:18.275] [mlr3] Applying learner 'classif.ranger' on task 'healthcare.88' (iter 5/5) Growing trees.. Progress: 47%. Estimated remaining time: 35 seconds. Growing trees.. Progress: 94%. Estimated remaining time: 3 seconds. INFO [07:40:29.600] [mlr3] Finished benchmark INFO [07:40:29.635] [bbotk] Result of batch 10: INFO [07:40:29.639] [bbotk] mtry.ratio replace sample.fraction num.trees classif.auc warnings errors INFO [07:40:29.639] [bbotk] 1 FALSE 0.1 2000 0.9544669 0 0 INFO [07:40:29.639] [bbotk] runtime_learners uhash INFO [07:40:29.639] [bbotk] 357.075 e3b08c4a-d670-4996-92ce-13c4a94b6116 INFO [07:40:29.640] [bbotk] Evaluating 1 configuration(s) INFO [07:40:29.649] [mlr3] Running benchmark with 5 resampling iterations INFO [07:40:29.655] [mlr3] Applying learner 'classif.ranger' on task 'healthcare.88' (iter 1/5) INFO [07:40:35.364] [mlr3] Applying learner 'classif.ranger' on task 'healthcare.88' (iter 2/5) INFO [07:40:41.074] [mlr3] Applying learner 'classif.ranger' on task 'healthcare.88' (iter 3/5) INFO [07:40:46.772] [mlr3] Applying learner 'classif.ranger' on task 'healthcare.88' (iter 4/5) INFO [07:40:54.917] [mlr3] Applying learner 'classif.ranger' on task 'healthcare.88' (iter 5/5) INFO [07:41:00.411] [mlr3] Finished benchmark INFO [07:41:00.445] [bbotk] Result of batch 11: INFO [07:41:00.448] [bbotk] mtry.ratio replace sample.fraction num.trees classif.auc warnings errors INFO [07:41:00.448] [bbotk] 0 FALSE 0.325 1000 0.9456225 0 0 INFO [07:41:00.448] [bbotk] runtime_learners uhash INFO [07:41:00.448] [bbotk] 28.169 dc8d46cd-4506-450c-9b96-ade11f4d96e7 INFO [07:41:00.450] [bbotk] Evaluating 1 configuration(s) INFO [07:41:00.459] [mlr3] Running benchmark with 5 resampling iterations INFO [07:41:00.465] [mlr3] Applying learner 'classif.ranger' on task 'healthcare.88' (iter 1/5) Growing trees.. Progress: 7%. Estimated remaining time: 7 minutes, 18 seconds. Growing trees.. Progress: 13%. Estimated remaining time: 6 minutes, 47 seconds. Growing trees.. Progress: 20%. Estimated remaining time: 6 minutes, 16 seconds. Growing trees.. Progress: 26%. Estimated remaining time: 5 minutes, 45 seconds. Growing trees.. Progress: 33%. Estimated remaining time: 5 minutes, 16 seconds. Growing trees.. Progress: 40%. Estimated remaining time: 4 minutes, 45 seconds. Growing trees.. Progress: 46%. Estimated remaining time: 4 minutes, 13 seconds. Growing trees.. Progress: 53%. Estimated remaining time: 3 minutes, 42 seconds. Growing trees.. Progress: 59%. Estimated remaining time: 3 minutes, 12 seconds. Growing trees.. Progress: 66%. Estimated remaining time: 2 minutes, 41 seconds. Growing trees.. Progress: 72%. Estimated remaining time: 2 minutes, 10 seconds. Growing trees.. Progress: 79%. Estimated remaining time: 1 minute, 39 seconds. Growing trees.. Progress: 86%. Estimated remaining time: 1 minute, 8 seconds. Growing trees.. Progress: 92%. Estimated remaining time: 37 seconds. Growing trees.. Progress: 99%. Estimated remaining time: 5 seconds. INFO [07:48:56.991] [mlr3] Applying learner 'classif.ranger' on task 'healthcare.88' (iter 2/5) Growing trees.. Progress: 5%. Estimated remaining time: 9 minutes, 3 seconds. Growing trees.. Progress: 11%. Estimated remaining time: 8 minutes, 32 seconds. Growing trees.. Progress: 16%. Estimated remaining time: 8 minutes, 1 seconds. Growing trees.. Progress: 22%. Estimated remaining time: 7 minutes, 33 seconds. Growing trees.. Progress: 27%. Estimated remaining time: 7 minutes, 3 seconds. Growing trees.. Progress: 32%. Estimated remaining time: 6 minutes, 31 seconds. Growing trees.. Progress: 38%. Estimated remaining time: 5 minutes, 59 seconds. Growing trees.. Progress: 43%. Estimated remaining time: 5 minutes, 28 seconds. Growing trees.. Progress: 49%. Estimated remaining time: 4 minutes, 57 seconds. Growing trees.. Progress: 54%. Estimated remaining time: 4 minutes, 26 seconds. Growing trees.. Progress: 59%. Estimated remaining time: 3 minutes, 55 seconds. Growing trees.. Progress: 65%. Estimated remaining time: 3 minutes, 23 seconds. Growing trees.. Progress: 70%. Estimated remaining time: 2 minutes, 53 seconds. Growing trees.. Progress: 75%. Estimated remaining time: 2 minutes, 22 seconds. Growing trees.. Progress: 81%. Estimated remaining time: 1 minute, 50 seconds. Growing trees.. Progress: 86%. Estimated remaining time: 1 minute, 19 seconds. Growing trees.. Progress: 92%. Estimated remaining time: 48 seconds. Growing trees.. Progress: 97%. Estimated remaining time: 17 seconds. INFO [07:58:38.892] [mlr3] Applying learner 'classif.ranger' on task 'healthcare.88' (iter 3/5) Growing trees.. Progress: 7%. Estimated remaining time: 7 minutes, 4 seconds. Growing trees.. Progress: 14%. Estimated remaining time: 6 minutes, 33 seconds. Growing trees.. Progress: 20%. Estimated remaining time: 6 minutes, 1 seconds. Growing trees.. Progress: 27%. Estimated remaining time: 5 minutes, 29 seconds. Growing trees.. Progress: 34%. Estimated remaining time: 4 minutes, 58 seconds. Growing trees.. Progress: 41%. Estimated remaining time: 4 minutes, 28 seconds. Growing trees.. Progress: 48%. Estimated remaining time: 3 minutes, 56 seconds. Growing trees.. Progress: 55%. Estimated remaining time: 3 minutes, 25 seconds. Growing trees.. Progress: 62%. Estimated remaining time: 2 minutes, 54 seconds. Growing trees.. Progress: 69%. Estimated remaining time: 2 minutes, 22 seconds. Growing trees.. Progress: 75%. Estimated remaining time: 1 minute, 51 seconds. Growing trees.. Progress: 82%. Estimated remaining time: 1 minute, 20 seconds. Growing trees.. Progress: 89%. Estimated remaining time: 49 seconds. Growing trees.. Progress: 96%. Estimated remaining time: 18 seconds. INFO [08:06:16.089] [mlr3] Applying learner 'classif.ranger' on task 'healthcare.88' (iter 4/5) Growing trees.. Progress: 6%. Estimated remaining time: 8 minutes, 36 seconds. Growing trees.. Progress: 11%. Estimated remaining time: 8 minutes, 5 seconds. Growing trees.. Progress: 17%. Estimated remaining time: 7 minutes, 34 seconds. Growing trees.. Progress: 23%. Estimated remaining time: 7 minutes, 3 seconds. Growing trees.. Progress: 28%. Estimated remaining time: 6 minutes, 32 seconds. Growing trees.. Progress: 34%. Estimated remaining time: 6 minutes, 2 seconds. Growing trees.. Progress: 40%. Estimated remaining time: 5 minutes, 32 seconds. Growing trees.. Progress: 45%. Estimated remaining time: 5 minutes, 1 seconds. Growing trees.. Progress: 51%. Estimated remaining time: 4 minutes, 31 seconds. Growing trees.. Progress: 56%. Estimated remaining time: 3 minutes, 59 seconds. Growing trees.. Progress: 62%. Estimated remaining time: 3 minutes, 28 seconds. Growing trees.. Progress: 68%. Estimated remaining time: 2 minutes, 57 seconds. Growing trees.. Progress: 73%. Estimated remaining time: 2 minutes, 26 seconds. Growing trees.. Progress: 79%. Estimated remaining time: 1 minute, 54 seconds. Growing trees.. Progress: 85%. Estimated remaining time: 1 minute, 23 seconds. Growing trees.. Progress: 90%. Estimated remaining time: 52 seconds. Growing trees.. Progress: 96%. Estimated remaining time: 21 seconds. INFO [08:15:29.261] [mlr3] Applying learner 'classif.ranger' on task 'healthcare.88' (iter 5/5) Growing trees.. Progress: 7%. Estimated remaining time: 6 minutes, 47 seconds. Growing trees.. Progress: 14%. Estimated remaining time: 6 minutes, 16 seconds. Growing trees.. Progress: 21%. Estimated remaining time: 5 minutes, 44 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: 42%. Estimated remaining time: 4 minutes, 11 seconds. Growing trees.. Progress: 50%. Estimated remaining time: 3 minutes, 40 seconds. Growing trees.. Progress: 57%. Estimated remaining time: 3 minutes, 9 seconds. Growing trees.. Progress: 64%. Estimated remaining time: 2 minutes, 38 seconds. Growing trees.. Progress: 71%. Estimated remaining time: 2 minutes, 7 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: 3 seconds. INFO [08:22:50.277] [mlr3] Finished benchmark INFO [08:22:50.309] [bbotk] Result of batch 12: INFO [08:22:50.312] [bbotk] mtry.ratio replace sample.fraction num.trees classif.auc warnings errors INFO [08:22:50.312] [bbotk] 1 FALSE 1 1500 0.7598707 0 0 INFO [08:22:50.312] [bbotk] runtime_learners uhash INFO [08:22:50.312] [bbotk] 2509.105 4ce992b0-f80f-45d2-bb1e-f02edf0e0ac9 INFO [08:22:50.314] [bbotk] Evaluating 1 configuration(s) INFO [08:22:50.322] [mlr3] Running benchmark with 5 resampling iterations INFO [08:22:50.328] [mlr3] Applying learner 'classif.ranger' on task 'healthcare.88' (iter 1/5) INFO [08:23:07.971] [mlr3] Applying learner 'classif.ranger' on task 'healthcare.88' (iter 2/5) INFO [08:23:25.504] [mlr3] Applying learner 'classif.ranger' on task 'healthcare.88' (iter 3/5) INFO [08:23:42.739] [mlr3] Applying learner 'classif.ranger' on task 'healthcare.88' (iter 4/5) INFO [08:23:59.877] [mlr3] Applying learner 'classif.ranger' on task 'healthcare.88' (iter 5/5) INFO [08:24:18.254] [mlr3] Finished benchmark INFO [08:24:18.287] [bbotk] Result of batch 13: INFO [08:24:18.290] [bbotk] mtry.ratio replace sample.fraction num.trees classif.auc warnings errors INFO [08:24:18.290] [bbotk] 1 FALSE 0.1 500 0.9538875 0 0 INFO [08:24:18.290] [bbotk] runtime_learners uhash INFO [08:24:18.290] [bbotk] 87.863 4012695b-bd73-4424-9289-c72677d77d45 INFO [08:24:18.291] [bbotk] Evaluating 1 configuration(s) INFO [08:24:18.299] [mlr3] Running benchmark with 5 resampling iterations INFO [08:24:18.305] [mlr3] Applying learner 'classif.ranger' on task 'healthcare.88' (iter 1/5) INFO [08:24:18.509] [mlr3] Applying learner 'classif.ranger' on task 'healthcare.88' (iter 2/5) INFO [08:24:18.672] [mlr3] Applying learner 'classif.ranger' on task 'healthcare.88' (iter 3/5) INFO [08:24:18.836] [mlr3] Applying learner 'classif.ranger' on task 'healthcare.88' (iter 4/5) INFO [08:24:19.002] [mlr3] Applying learner 'classif.ranger' on task 'healthcare.88' (iter 5/5) INFO [08:24:19.171] [mlr3] Finished benchmark INFO [08:24:19.200] [bbotk] Result of batch 14: INFO [08:24:19.202] [bbotk] mtry.ratio replace sample.fraction num.trees classif.auc warnings errors INFO [08:24:19.202] [bbotk] 0.25 FALSE 0.55 1 0.7563324 0 0 INFO [08:24:19.202] [bbotk] runtime_learners uhash INFO [08:24:19.202] [bbotk] 0.809 37cecdc6-0e32-48c2-92d5-938998739377 INFO [08:24:19.204] [bbotk] Evaluating 1 configuration(s) INFO [08:24:19.212] [mlr3] Running benchmark with 5 resampling iterations INFO [08:24:19.217] [mlr3] Applying learner 'classif.ranger' on task 'healthcare.88' (iter 1/5) Growing trees.. Progress: 35%. Estimated remaining time: 58 seconds. Growing trees.. Progress: 69%. Estimated remaining time: 27 seconds. INFO [08:25:51.965] [mlr3] Applying learner 'classif.ranger' on task 'healthcare.88' (iter 2/5) Growing trees.. Progress: 35%. Estimated remaining time: 57 seconds. Growing trees.. Progress: 69%. Estimated remaining time: 27 seconds. INFO [08:27:24.597] [mlr3] Applying learner 'classif.ranger' on task 'healthcare.88' (iter 3/5) Growing trees.. Progress: 36%. Estimated remaining time: 54 seconds. Growing trees.. Progress: 72%. Estimated remaining time: 23 seconds. INFO [08:28:53.364] [mlr3] Applying learner 'classif.ranger' on task 'healthcare.88' (iter 4/5) Growing trees.. Progress: 35%. Estimated remaining time: 58 seconds. Growing trees.. Progress: 69%. Estimated remaining time: 27 seconds. INFO [08:30:26.068] [mlr3] Applying learner 'classif.ranger' on task 'healthcare.88' (iter 5/5) Growing trees.. Progress: 36%. Estimated remaining time: 54 seconds. Growing trees.. Progress: 72%. Estimated remaining time: 23 seconds. INFO [08:31:54.576] [mlr3] Finished benchmark INFO [08:31:54.608] [bbotk] Result of batch 15: INFO [08:31:54.610] [bbotk] mtry.ratio replace sample.fraction num.trees classif.auc warnings errors INFO [08:31:54.610] [bbotk] 0.5 FALSE 0.55 1000 0.9526913 0 0 INFO [08:31:54.610] [bbotk] runtime_learners uhash INFO [08:31:54.610] [bbotk] 455.297 bde36c62-6633-4fbe-98a9-3e23fad7fed1 INFO [08:31:54.612] [bbotk] Evaluating 1 configuration(s) INFO [08:31:54.620] [mlr3] Running benchmark with 5 resampling iterations INFO [08:31:54.625] [mlr3] Applying learner 'classif.ranger' on task 'healthcare.88' (iter 1/5) INFO [08:31:57.614] [mlr3] Applying learner 'classif.ranger' on task 'healthcare.88' (iter 2/5) INFO [08:32:00.597] [mlr3] Applying learner 'classif.ranger' on task 'healthcare.88' (iter 3/5) INFO [08:32:03.598] [mlr3] Applying learner 'classif.ranger' on task 'healthcare.88' (iter 4/5) INFO [08:32:06.633] [mlr3] Applying learner 'classif.ranger' on task 'healthcare.88' (iter 5/5) INFO [08:32:09.659] [mlr3] Finished benchmark INFO [08:32:09.693] [bbotk] Result of batch 16: INFO [08:32:09.696] [bbotk] mtry.ratio replace sample.fraction num.trees classif.auc warnings errors INFO [08:32:09.696] [bbotk] 0 FALSE 0.55 500 0.9464176 0 0 INFO [08:32:09.696] [bbotk] runtime_learners uhash INFO [08:32:09.696] [bbotk] 14.977 40315551-fac4-4455-9b82-281956ac2388 INFO [08:32:09.698] [bbotk] Evaluating 1 configuration(s) INFO [08:32:09.706] [mlr3] Running benchmark with 5 resampling iterations INFO [08:32:09.712] [mlr3] Applying learner 'classif.ranger' on task 'healthcare.88' (iter 1/5) Growing trees.. Progress: 20%. Estimated remaining time: 2 minutes, 4 seconds. Growing trees.. Progress: 40%. Estimated remaining time: 1 minute, 33 seconds. Growing trees.. Progress: 60%. Estimated remaining time: 1 minute, 2 seconds. Growing trees.. Progress: 80%. Estimated remaining time: 31 seconds. Growing trees.. Progress: 99%. Estimated remaining time: 0 seconds. INFO [08:34:51.251] [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, 32 seconds. Growing trees.. Progress: 67%. Estimated remaining time: 59 seconds. Growing trees.. Progress: 84%. Estimated remaining time: 28 seconds. INFO [08:38:00.428] [mlr3] Applying learner 'classif.ranger' on task 'healthcare.88' (iter 3/5) Growing trees.. Progress: 17%. Estimated remaining time: 2 minutes, 28 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: 55 seconds. Growing trees.. Progress: 86%. Estimated remaining time: 24 seconds. INFO [08:41:05.408] [mlr3] Applying learner 'classif.ranger' on task 'healthcare.88' (iter 4/5) 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, 27 seconds. Growing trees.. Progress: 68%. Estimated remaining time: 57 seconds. Growing trees.. Progress: 85%. Estimated remaining time: 27 seconds. INFO [08:44:13.362] [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: 2 minutes, 1 seconds. Growing trees.. Progress: 51%. Estimated remaining time: 1 minute, 30 seconds. Growing trees.. Progress: 67%. Estimated remaining time: 1 minute, 0 seconds. Growing trees.. Progress: 84%. Estimated remaining time: 28 seconds. INFO [08:47:22.694] [mlr3] Finished benchmark INFO [08:47:22.766] [bbotk] Result of batch 17: INFO [08:47:22.769] [bbotk] mtry.ratio replace sample.fraction num.trees classif.auc warnings errors INFO [08:47:22.769] [bbotk] 0.5 TRUE 0.55 2000 0.9546213 0 0 INFO [08:47:22.769] [bbotk] runtime_learners uhash INFO [08:47:22.769] [bbotk] 912.92 17f6c035-998d-4fbe-a80d-0277428be225 INFO [08:47:22.770] [bbotk] Evaluating 1 configuration(s) INFO [08:47:22.778] [mlr3] Running benchmark with 5 resampling iterations INFO [08:47:22.783] [mlr3] Applying learner 'classif.ranger' on task 'healthcare.88' (iter 1/5) Growing trees.. Progress: 11%. Estimated remaining time: 4 minutes, 7 seconds. Growing trees.. Progress: 22%. Estimated remaining time: 3 minutes, 33 seconds. Growing trees.. Progress: 34%. Estimated remaining time: 3 minutes, 4 seconds. Growing trees.. Progress: 45%. Estimated remaining time: 2 minutes, 32 seconds. Growing trees.. Progress: 56%. Estimated remaining time: 2 minutes, 2 seconds. Growing trees.. Progress: 67%. Estimated remaining time: 1 minute, 31 seconds. Growing trees.. Progress: 78%. Estimated remaining time: 1 minute, 0 seconds. Growing trees.. Progress: 89%. Estimated remaining time: 29 seconds. INFO [08:52:04.506] [mlr3] Applying learner 'classif.ranger' on task 'healthcare.88' (iter 2/5) Growing trees.. Progress: 11%. Estimated remaining time: 4 minutes, 12 seconds. Growing trees.. Progress: 22%. Estimated remaining time: 3 minutes, 41 seconds. Growing trees.. Progress: 33%. Estimated remaining time: 3 minutes, 11 seconds. Growing trees.. Progress: 44%. Estimated remaining time: 2 minutes, 39 seconds. Growing trees.. Progress: 55%. Estimated remaining time: 2 minutes, 8 seconds. Growing trees.. Progress: 66%. Estimated remaining time: 1 minute, 36 seconds. Growing trees.. Progress: 77%. Estimated remaining time: 1 minute, 4 seconds. Growing trees.. Progress: 88%. Estimated remaining time: 33 seconds. Growing trees.. Progress: 99%. Estimated remaining time: 1 seconds. INFO [08:56:49.679] [mlr3] Applying learner 'classif.ranger' on task 'healthcare.88' (iter 3/5) Growing trees.. Progress: 12%. Estimated remaining time: 3 minutes, 56 seconds. Growing trees.. Progress: 23%. Estimated remaining time: 3 minutes, 26 seconds. Growing trees.. Progress: 35%. Estimated remaining time: 2 minutes, 56 seconds. Growing trees.. Progress: 46%. Estimated remaining time: 2 minutes, 25 seconds. Growing trees.. Progress: 58%. Estimated remaining time: 1 minute, 54 seconds. Growing trees.. Progress: 69%. Estimated remaining time: 1 minute, 23 seconds. Growing trees.. Progress: 80%. Estimated remaining time: 52 seconds. Growing trees.. Progress: 92%. Estimated remaining time: 21 seconds. INFO [09:01:24.156] [mlr3] Applying learner 'classif.ranger' on task 'healthcare.88' (iter 4/5) Growing trees.. Progress: 11%. Estimated remaining time: 4 minutes, 14 seconds. Growing trees.. Progress: 22%. Estimated remaining time: 3 minutes, 40 seconds. Growing trees.. Progress: 33%. Estimated remaining time: 3 minutes, 9 seconds. Growing trees.. Progress: 44%. Estimated remaining time: 2 minutes, 37 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, 4 seconds. Growing trees.. Progress: 88%. Estimated remaining time: 32 seconds. Growing trees.. Progress: 99%. Estimated remaining time: 2 seconds. INFO [09:06:09.846] [mlr3] Applying learner 'classif.ranger' on task 'healthcare.88' (iter 5/5) Growing trees.. Progress: 12%. Estimated remaining time: 3 minutes, 53 seconds. Growing trees.. Progress: 23%. Estimated remaining time: 3 minutes, 22 seconds. Growing trees.. Progress: 35%. Estimated remaining time: 2 minutes, 51 seconds. Growing trees.. Progress: 47%. Estimated remaining time: 2 minutes, 20 seconds. Growing trees.. Progress: 58%. Estimated remaining time: 1 minute, 50 seconds. Growing trees.. Progress: 70%. Estimated remaining time: 1 minute, 18 seconds. Growing trees.. Progress: 82%. Estimated remaining time: 47 seconds. Growing trees.. Progress: 94%. Estimated remaining time: 17 seconds. INFO [09:10:39.428] [mlr3] Finished benchmark INFO [09:10:39.465] [bbotk] Result of batch 18: INFO [09:10:39.468] [bbotk] mtry.ratio replace sample.fraction num.trees classif.auc warnings errors INFO [09:10:39.468] [bbotk] 0.75 FALSE 0.775 1500 0.9500826 0 0 INFO [09:10:39.468] [bbotk] runtime_learners uhash INFO [09:10:39.468] [bbotk] 1396.57 52f01d07-6886-4905-9e0b-45d2ef512a68 INFO [09:10:39.469] [bbotk] Evaluating 1 configuration(s) INFO [09:10:39.477] [mlr3] Running benchmark with 5 resampling iterations INFO [09:10:39.483] [mlr3] Applying learner 'classif.ranger' on task 'healthcare.88' (iter 1/5) INFO [09:10:46.334] [mlr3] Applying learner 'classif.ranger' on task 'healthcare.88' (iter 2/5) INFO [09:10:53.272] [mlr3] Applying learner 'classif.ranger' on task 'healthcare.88' (iter 3/5) INFO [09:11:00.231] [mlr3] Applying learner 'classif.ranger' on task 'healthcare.88' (iter 4/5) INFO [09:11:07.051] [mlr3] Applying learner 'classif.ranger' on task 'healthcare.88' (iter 5/5) INFO [09:11:13.873] [mlr3] Finished benchmark INFO [09:11:13.906] [bbotk] Result of batch 19: INFO [09:11:13.908] [bbotk] mtry.ratio replace sample.fraction num.trees classif.auc warnings errors INFO [09:11:13.908] [bbotk] 0 TRUE 1 1000 0.9463684 0 0 INFO [09:11:13.908] [bbotk] runtime_learners uhash INFO [09:11:13.908] [bbotk] 34.331 7d49fb98-6c92-422f-b4df-ad6bef399132 INFO [09:11:13.910] [bbotk] Evaluating 1 configuration(s) INFO [09:11:13.918] [mlr3] Running benchmark with 5 resampling iterations INFO [09:11:13.925] [mlr3] Applying learner 'classif.ranger' on task 'healthcare.88' (iter 1/5) INFO [09:11:14.050] [mlr3] Applying learner 'classif.ranger' on task 'healthcare.88' (iter 2/5) INFO [09:11:14.173] [mlr3] Applying learner 'classif.ranger' on task 'healthcare.88' (iter 3/5) INFO [09:11:14.291] [mlr3] Applying learner 'classif.ranger' on task 'healthcare.88' (iter 4/5) INFO [09:11:14.410] [mlr3] Applying learner 'classif.ranger' on task 'healthcare.88' (iter 5/5) INFO [09:11:14.528] [mlr3] Finished benchmark INFO [09:11:14.558] [bbotk] Result of batch 20: INFO [09:11:14.560] [bbotk] mtry.ratio replace sample.fraction num.trees classif.auc warnings errors INFO [09:11:14.560] [bbotk] 0 TRUE 0.55 1 0.7659709 0 0 INFO [09:11:14.560] [bbotk] runtime_learners uhash INFO [09:11:14.560] [bbotk] 0.551 94667697-3c18-4565-9eaa-121d06f9fd99 INFO [09:11:14.562] [bbotk] Evaluating 1 configuration(s) INFO [09:11:14.570] [mlr3] Running benchmark with 5 resampling iterations INFO [09:11:14.575] [mlr3] Applying learner 'classif.ranger' on task 'healthcare.88' (iter 1/5) Growing trees.. Progress: 88%. Estimated remaining time: 4 seconds. INFO [09:11:53.158] [mlr3] Applying learner 'classif.ranger' on task 'healthcare.88' (iter 2/5) Growing trees.. Progress: 89%. Estimated remaining time: 4 seconds. INFO [09:12:31.776] [mlr3] Applying learner 'classif.ranger' on task 'healthcare.88' (iter 3/5) Growing trees.. Progress: 89%. Estimated remaining time: 3 seconds. INFO [09:13:10.090] [mlr3] Applying learner 'classif.ranger' on task 'healthcare.88' (iter 4/5) Growing trees.. Progress: 87%. Estimated remaining time: 4 seconds. INFO [09:13:49.295] [mlr3] Applying learner 'classif.ranger' on task 'healthcare.88' (iter 5/5) Growing trees.. Progress: 91%. Estimated remaining time: 3 seconds. INFO [09:14:26.963] [mlr3] Finished benchmark INFO [09:14:26.997] [bbotk] Result of batch 21: INFO [09:14:27.000] [bbotk] mtry.ratio replace sample.fraction num.trees classif.auc warnings errors INFO [09:14:27.000] [bbotk] 0.75 TRUE 0.1 1500 0.9546266 0 0 INFO [09:14:27.000] [bbotk] runtime_learners uhash INFO [09:14:27.000] [bbotk] 192.326 7f722228-87fe-427d-ac15-a6f06f54e899 INFO [09:14:27.002] [bbotk] Evaluating 1 configuration(s) INFO [09:14:27.011] [mlr3] Running benchmark with 5 resampling iterations INFO [09:14:27.016] [mlr3] Applying learner 'classif.ranger' on task 'healthcare.88' (iter 1/5) Growing trees.. Progress: 16%. Estimated remaining time: 2 minutes, 40 seconds. Growing trees.. Progress: 32%. Estimated remaining time: 2 minutes, 9 seconds. Growing trees.. Progress: 49%. Estimated remaining time: 1 minute, 38 seconds. Growing trees.. Progress: 65%. Estimated remaining time: 1 minute, 7 seconds. Growing trees.. Progress: 81%. Estimated remaining time: 36 seconds. Growing trees.. Progress: 97%. Estimated remaining time: 5 seconds. INFO [09:17:42.924] [mlr3] Applying learner 'classif.ranger' on task 'healthcare.88' (iter 2/5) Growing trees.. Progress: 16%. Estimated remaining time: 2 minutes, 42 seconds. Growing trees.. Progress: 32%. Estimated remaining time: 2 minutes, 11 seconds. Growing trees.. Progress: 48%. Estimated remaining time: 1 minute, 41 seconds. Growing trees.. Progress: 64%. Estimated remaining time: 1 minute, 9 seconds. Growing trees.. Progress: 80%. Estimated remaining time: 38 seconds. Growing trees.. Progress: 96%. Estimated remaining time: 7 seconds. INFO [09:21:00.518] [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, 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: 83%. Estimated remaining time: 30 seconds. INFO [09:24:10.196] [mlr3] Applying learner 'classif.ranger' on task 'healthcare.88' (iter 4/5) Growing trees.. Progress: 16%. Estimated remaining time: 2 minutes, 40 seconds. Growing trees.. Progress: 32%. Estimated remaining time: 2 minutes, 9 seconds. Growing trees.. Progress: 49%. Estimated remaining time: 1 minute, 38 seconds. Growing trees.. Progress: 65%. Estimated remaining time: 1 minute, 7 seconds. Growing trees.. Progress: 81%. Estimated remaining time: 36 seconds. Growing trees.. Progress: 97%. Estimated remaining time: 5 seconds. INFO [09:27:25.768] [mlr3] Applying learner 'classif.ranger' on task 'healthcare.88' (iter 5/5) Growing trees.. Progress: 17%. Estimated remaining time: 2 minutes, 31 seconds. Growing trees.. Progress: 34%. Estimated remaining time: 2 minutes, 0 seconds. Growing trees.. Progress: 51%. Estimated remaining time: 1 minute, 29 seconds. Growing trees.. Progress: 68%. Estimated remaining time: 58 seconds. Growing trees.. Progress: 85%. Estimated remaining time: 27 seconds. INFO [09:30:32.143] [mlr3] Finished benchmark INFO [09:30:32.179] [bbotk] Result of batch 22: INFO [09:30:32.182] [bbotk] mtry.ratio replace sample.fraction num.trees classif.auc warnings errors INFO [09:30:32.182] [bbotk] 0.5 FALSE 0.775 1500 0.9520259 0 0 INFO [09:30:32.182] [bbotk] runtime_learners uhash INFO [09:30:32.182] [bbotk] 965.057 f3c8fa0e-1a91-4a42-918b-377b8ea517cf INFO [09:30:32.183] [bbotk] Evaluating 1 configuration(s) INFO [09:30:32.192] [mlr3] Running benchmark with 5 resampling iterations INFO [09:30:32.198] [mlr3] Applying learner 'classif.ranger' on task 'healthcare.88' (iter 1/5) INFO [09:30:42.421] [mlr3] Applying learner 'classif.ranger' on task 'healthcare.88' (iter 2/5) INFO [09:30:52.886] [mlr3] Applying learner 'classif.ranger' on task 'healthcare.88' (iter 3/5) INFO [09:31:03.410] [mlr3] Applying learner 'classif.ranger' on task 'healthcare.88' (iter 4/5) INFO [09:31:13.739] [mlr3] Applying learner 'classif.ranger' on task 'healthcare.88' (iter 5/5) INFO [09:31:24.147] [mlr3] Finished benchmark INFO [09:31:24.182] [bbotk] Result of batch 23: INFO [09:31:24.185] [bbotk] mtry.ratio replace sample.fraction num.trees classif.auc warnings errors INFO [09:31:24.185] [bbotk] 0 TRUE 1 1500 0.9465337 0 0 INFO [09:31:24.185] [bbotk] runtime_learners uhash INFO [09:31:24.185] [bbotk] 51.887 b3c2cef0-6419-4b01-8ebd-d5224a0a785b INFO [09:31:24.187] [bbotk] Evaluating 1 configuration(s) INFO [09:31:24.195] [mlr3] Running benchmark with 5 resampling iterations INFO [09:31:24.201] [mlr3] Applying learner 'classif.ranger' on task 'healthcare.88' (iter 1/5) Growing trees.. Progress: 66%. Estimated remaining time: 16 seconds. INFO [09:32:14.576] [mlr3] Applying learner 'classif.ranger' on task 'healthcare.88' (iter 2/5) Growing trees.. Progress: 67%. Estimated remaining time: 15 seconds. INFO [09:33:04.285] [mlr3] Applying learner 'classif.ranger' on task 'healthcare.88' (iter 3/5) Growing trees.. Progress: 67%. Estimated remaining time: 15 seconds. INFO [09:33:53.861] [mlr3] Applying learner 'classif.ranger' on task 'healthcare.88' (iter 4/5) Growing trees.. Progress: 67%. Estimated remaining time: 15 seconds. INFO [09:34:43.807] [mlr3] Applying learner 'classif.ranger' on task 'healthcare.88' (iter 5/5) Growing trees.. Progress: 66%. Estimated remaining time: 15 seconds. INFO [09:35:33.676] [mlr3] Finished benchmark INFO [09:35:33.709] [bbotk] Result of batch 24: INFO [09:35:33.713] [bbotk] mtry.ratio replace sample.fraction num.trees classif.auc warnings errors INFO [09:35:33.713] [bbotk] 1 TRUE 0.1 1500 0.9541237 0 0 INFO [09:35:33.713] [bbotk] runtime_learners uhash INFO [09:35:33.713] [bbotk] 249.412 5e2608af-3eee-4527-b187-b455531d5e53 INFO [09:35:33.714] [bbotk] Evaluating 1 configuration(s) INFO [09:35:33.723] [mlr3] Running benchmark with 5 resampling iterations INFO [09:35:33.728] [mlr3] Applying learner 'classif.ranger' on task 'healthcare.88' (iter 1/5) Growing trees.. Progress: 24%. Estimated remaining time: 1 minute, 36 seconds. Growing trees.. Progress: 49%. Estimated remaining time: 1 minute, 5 seconds. Growing trees.. Progress: 73%. Estimated remaining time: 34 seconds. Growing trees.. Progress: 98%. Estimated remaining time: 2 seconds. INFO [09:37:43.233] [mlr3] Applying learner 'classif.ranger' on task 'healthcare.88' (iter 2/5) Growing trees.. Progress: 23%. Estimated remaining time: 1 minute, 44 seconds. Growing trees.. Progress: 45%. Estimated remaining time: 1 minute, 15 seconds. Growing trees.. Progress: 67%. Estimated remaining time: 45 seconds. Growing trees.. Progress: 89%. Estimated remaining time: 15 seconds. INFO [09:40:05.106] [mlr3] Applying learner 'classif.ranger' on task 'healthcare.88' (iter 3/5) Growing trees.. Progress: 26%. Estimated remaining time: 1 minute, 30 seconds. Growing trees.. Progress: 51%. Estimated remaining time: 1 minute, 0 seconds. Growing trees.. Progress: 76%. Estimated remaining time: 29 seconds. INFO [09:42:10.311] [mlr3] Applying learner 'classif.ranger' on task 'healthcare.88' (iter 4/5) Growing trees.. Progress: 25%. Estimated remaining time: 1 minute, 35 seconds. Growing trees.. Progress: 49%. Estimated remaining time: 1 minute, 4 seconds. Growing trees.. Progress: 74%. Estimated remaining time: 33 seconds. Growing trees.. Progress: 98%. Estimated remaining time: 2 seconds. INFO [09:44:19.065] [mlr3] Applying learner 'classif.ranger' on task 'healthcare.88' (iter 5/5) Growing trees.. Progress: 26%. Estimated remaining time: 1 minute, 28 seconds. Growing trees.. Progress: 52%. Estimated remaining time: 57 seconds. Growing trees.. Progress: 77%. Estimated remaining time: 27 seconds. INFO [09:46:21.883] [mlr3] Finished benchmark INFO [09:46:21.914] [bbotk] Result of batch 25: INFO [09:46:21.916] [bbotk] mtry.ratio replace sample.fraction num.trees classif.auc warnings errors INFO [09:46:21.916] [bbotk] 0.5 FALSE 0.775 1000 0.951433 0 0 INFO [09:46:21.916] [bbotk] runtime_learners uhash INFO [09:46:21.916] [bbotk] 648.097 8b2a107a-08e6-4596-ab7f-2116285c6dc9 INFO [09:46:21.918] [bbotk] Evaluating 1 configuration(s) INFO [09:46:21.926] [mlr3] Running benchmark with 5 resampling iterations INFO [09:46:21.931] [mlr3] Applying learner 'classif.ranger' on task 'healthcare.88' (iter 1/5) INFO [09:46:22.048] [mlr3] Applying learner 'classif.ranger' on task 'healthcare.88' (iter 2/5) INFO [09:46:22.169] [mlr3] Applying learner 'classif.ranger' on task 'healthcare.88' (iter 3/5) INFO [09:46:22.289] [mlr3] Applying learner 'classif.ranger' on task 'healthcare.88' (iter 4/5) INFO [09:46:22.404] [mlr3] Applying learner 'classif.ranger' on task 'healthcare.88' (iter 5/5) INFO [09:46:22.520] [mlr3] Finished benchmark INFO [09:46:22.550] [bbotk] Result of batch 26: INFO [09:46:22.552] [bbotk] mtry.ratio replace sample.fraction num.trees classif.auc warnings errors INFO [09:46:22.552] [bbotk] 0 FALSE 0.55 1 0.7121359 0 0 INFO [09:46:22.552] [bbotk] runtime_learners uhash INFO [09:46:22.552] [bbotk] 0.535 6a680d2b-bf90-4243-92c8-5a871048a72b INFO [09:46:22.554] [bbotk] Evaluating 1 configuration(s) INFO [09:46:22.561] [mlr3] Running benchmark with 5 resampling iterations INFO [09:46:22.566] [mlr3] Applying learner 'classif.ranger' on task 'healthcare.88' (iter 1/5) Growing trees.. Progress: 20%. Estimated remaining time: 2 minutes, 5 seconds. Growing trees.. Progress: 40%. Estimated remaining time: 1 minute, 34 seconds. Growing trees.. Progress: 59%. Estimated remaining time: 1 minute, 3 seconds. Growing trees.. Progress: 79%. Estimated remaining time: 32 seconds. Growing trees.. Progress: 99%. Estimated remaining time: 1 seconds. INFO [09:49:00.835] [mlr3] Applying learner 'classif.ranger' on task 'healthcare.88' (iter 2/5) Growing trees.. Progress: 18%. Estimated remaining time: 2 minutes, 19 seconds. Growing trees.. Progress: 36%. Estimated remaining time: 1 minute, 48 seconds. Growing trees.. Progress: 55%. Estimated remaining time: 1 minute, 17 seconds. Growing trees.. Progress: 73%. Estimated remaining time: 46 seconds. Growing trees.. Progress: 91%. Estimated remaining time: 15 seconds. INFO [09:51:52.823] [mlr3] Applying learner 'classif.ranger' on task 'healthcare.88' (iter 3/5) Growing trees.. Progress: 20%. Estimated remaining time: 2 minutes, 4 seconds. Growing trees.. Progress: 40%. Estimated remaining time: 1 minute, 33 seconds. Growing trees.. Progress: 59%. Estimated remaining time: 1 minute, 3 seconds. Growing trees.. Progress: 79%. Estimated remaining time: 32 seconds. Growing trees.. Progress: 99%. Estimated remaining time: 2 seconds. INFO [09:54:31.223] [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: 55%. Estimated remaining time: 1 minute, 15 seconds. Growing trees.. Progress: 74%. Estimated remaining time: 44 seconds. Growing trees.. Progress: 92%. Estimated remaining time: 12 seconds. INFO [09:57:20.711] [mlr3] Applying learner 'classif.ranger' on task 'healthcare.88' (iter 5/5) Growing trees.. Progress: 21%. Estimated remaining time: 1 minute, 55 seconds. Growing trees.. Progress: 42%. Estimated remaining time: 1 minute, 24 seconds. Growing trees.. Progress: 64%. Estimated remaining time: 52 seconds. Growing trees.. Progress: 85%. Estimated remaining time: 21 seconds. INFO [09:59:47.894] [mlr3] Finished benchmark INFO [09:59:47.926] [bbotk] Result of batch 27: INFO [09:59:47.929] [bbotk] mtry.ratio replace sample.fraction num.trees classif.auc warnings errors INFO [09:59:47.929] [bbotk] 1 FALSE 1 500 0.7598671 0 0 INFO [09:59:47.929] [bbotk] runtime_learners uhash INFO [09:59:47.929] [bbotk] 805.269 b2bf2d6d-ef3e-43cb-8168-96e474be2fcc INFO [09:59:47.930] [bbotk] Evaluating 1 configuration(s) INFO [09:59:47.939] [mlr3] Running benchmark with 5 resampling iterations INFO [09:59:47.944] [mlr3] Applying learner 'classif.ranger' on task 'healthcare.88' (iter 1/5) INFO [09:59:48.060] [mlr3] Applying learner 'classif.ranger' on task 'healthcare.88' (iter 2/5) INFO [09:59:48.186] [mlr3] Applying learner 'classif.ranger' on task 'healthcare.88' (iter 3/5) INFO [09:59:48.306] [mlr3] Applying learner 'classif.ranger' on task 'healthcare.88' (iter 4/5) INFO [09:59:48.432] [mlr3] Applying learner 'classif.ranger' on task 'healthcare.88' (iter 5/5) INFO [09:59:48.548] [mlr3] Finished benchmark INFO [09:59:48.578] [bbotk] Result of batch 28: INFO [09:59:48.581] [bbotk] mtry.ratio replace sample.fraction num.trees classif.auc warnings errors INFO [09:59:48.581] [bbotk] 0 FALSE 0.325 1 0.739845 0 0 INFO [09:59:48.581] [bbotk] runtime_learners uhash INFO [09:59:48.581] [bbotk] 0.547 69f4fc48-7c62-4d1a-9bba-bf5b7ca66438 INFO [09:59:48.582] [bbotk] Evaluating 1 configuration(s) INFO [09:59:48.590] [mlr3] Running benchmark with 5 resampling iterations INFO [09:59:48.595] [mlr3] Applying learner 'classif.ranger' on task 'healthcare.88' (iter 1/5) Growing trees.. Progress: 81%. Estimated remaining time: 7 seconds. INFO [10:00:28.086] [mlr3] Applying learner 'classif.ranger' on task 'healthcare.88' (iter 2/5) Growing trees.. Progress: 77%. Estimated remaining time: 9 seconds. INFO [10:01:09.483] [mlr3] Applying learner 'classif.ranger' on task 'healthcare.88' (iter 3/5) Growing trees.. Progress: 74%. Estimated remaining time: 10 seconds. INFO [10:01:53.234] [mlr3] Applying learner 'classif.ranger' on task 'healthcare.88' (iter 4/5) Growing trees.. Progress: 80%. Estimated remaining time: 7 seconds. INFO [10:02:33.571] [mlr3] Applying learner 'classif.ranger' on task 'healthcare.88' (iter 5/5) Growing trees.. Progress: 83%. Estimated remaining time: 6 seconds. INFO [10:03:11.982] [mlr3] Finished benchmark INFO [10:03:12.015] [bbotk] Result of batch 29: INFO [10:03:12.018] [bbotk] mtry.ratio replace sample.fraction num.trees classif.auc warnings errors INFO [10:03:12.018] [bbotk] 0.5 TRUE 0.55 500 0.9537927 0 0 INFO [10:03:12.018] [bbotk] runtime_learners uhash INFO [10:03:12.018] [bbotk] 203.314 79d7eb3f-b766-41cf-b710-a6113db0bd8c INFO [10:03:12.020] [bbotk] Evaluating 1 configuration(s) INFO [10:03:12.028] [mlr3] Running benchmark with 5 resampling iterations INFO [10:03:12.072] [mlr3] Applying learner 'classif.ranger' on task 'healthcare.88' (iter 1/5) INFO [10:03:27.416] [mlr3] Applying learner 'classif.ranger' on task 'healthcare.88' (iter 2/5) INFO [10:03:42.388] [mlr3] Applying learner 'classif.ranger' on task 'healthcare.88' (iter 3/5) INFO [10:03:57.142] [mlr3] Applying learner 'classif.ranger' on task 'healthcare.88' (iter 4/5) INFO [10:04:12.252] [mlr3] Applying learner 'classif.ranger' on task 'healthcare.88' (iter 5/5) INFO [10:04:27.161] [mlr3] Finished benchmark INFO [10:04:27.194] [bbotk] Result of batch 30: INFO [10:04:27.197] [bbotk] mtry.ratio replace sample.fraction num.trees classif.auc warnings errors INFO [10:04:27.197] [bbotk] 0.25 TRUE 0.325 500 0.9550813 0 0 INFO [10:04:27.197] [bbotk] runtime_learners uhash INFO [10:04:27.197] [bbotk] 75.025 a7922433-6481-4eb6-a5eb-fc11ed798af6 INFO [10:04:27.198] [bbotk] Evaluating 1 configuration(s) INFO [10:04:27.206] [mlr3] Running benchmark with 5 resampling iterations INFO [10:04:27.212] [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: 39 seconds. Growing trees.. Progress: 91%. Estimated remaining time: 8 seconds. INFO [10:06:11.564] [mlr3] Applying learner 'classif.ranger' on task 'healthcare.88' (iter 2/5) Growing trees.. Progress: 30%. Estimated remaining time: 1 minute, 11 seconds. Growing trees.. Progress: 60%. Estimated remaining time: 40 seconds. Growing trees.. Progress: 91%. Estimated remaining time: 9 seconds. INFO [10:07:56.327] [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: 37 seconds. Growing trees.. Progress: 93%. Estimated remaining time: 6 seconds. INFO [10:09:38.785] [mlr3] Applying learner 'classif.ranger' on task 'healthcare.88' (iter 4/5) Growing trees.. Progress: 31%. Estimated remaining time: 1 minute, 10 seconds. Growing trees.. Progress: 61%. Estimated remaining time: 39 seconds. Growing trees.. Progress: 91%. Estimated remaining time: 9 seconds. INFO [10:11:23.740] [mlr3] Applying learner 'classif.ranger' on task 'healthcare.88' (iter 5/5) 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 [10:13:13.432] [mlr3] Finished benchmark INFO [10:13:13.466] [bbotk] Result of batch 31: INFO [10:13:13.469] [bbotk] mtry.ratio replace sample.fraction num.trees classif.auc warnings errors INFO [10:13:13.469] [bbotk] 0.5 TRUE 0.775 1000 0.9528006 0 0 INFO [10:13:13.469] [bbotk] runtime_learners uhash INFO [10:13:13.469] [bbotk] 526.159 490defbb-7d7d-491b-af5e-98a642fb5d0a INFO [10:13:13.470] [bbotk] Evaluating 1 configuration(s) INFO [10:13:13.478] [mlr3] Running benchmark with 5 resampling iterations INFO [10:13:13.484] [mlr3] Applying learner 'classif.ranger' on task 'healthcare.88' (iter 1/5) 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: 40 seconds. Growing trees.. Progress: 94%. Estimated remaining time: 9 seconds. INFO [10:15:59.941] [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: 35%. Estimated remaining time: 1 minute, 53 seconds. Growing trees.. Progress: 53%. Estimated remaining time: 1 minute, 24 seconds. Growing trees.. Progress: 70%. Estimated remaining time: 54 seconds. Growing trees.. Progress: 87%. Estimated remaining time: 23 seconds. INFO [10:19:01.101] [mlr3] Applying learner 'classif.ranger' on task 'healthcare.88' (iter 3/5) Growing trees.. Progress: 19%. Estimated remaining time: 2 minutes, 10 seconds. Growing trees.. Progress: 37%. Estimated remaining time: 1 minute, 43 seconds. Growing trees.. Progress: 56%. Estimated remaining time: 1 minute, 13 seconds. Growing trees.. Progress: 74%. Estimated remaining time: 43 seconds. Growing trees.. Progress: 92%. Estimated remaining time: 13 seconds. INFO [10:21:51.796] [mlr3] Applying learner 'classif.ranger' on task 'healthcare.88' (iter 4/5) Growing trees.. Progress: 18%. Estimated remaining time: 2 minutes, 25 seconds. Growing trees.. Progress: 35%. Estimated remaining time: 1 minute, 54 seconds. Growing trees.. Progress: 53%. Estimated remaining time: 1 minute, 23 seconds. Growing trees.. Progress: 70%. Estimated remaining time: 52 seconds. Growing trees.. Progress: 88%. Estimated remaining time: 21 seconds. INFO [10:24:50.390] [mlr3] Applying learner 'classif.ranger' on task 'healthcare.88' (iter 5/5) Growing trees.. Progress: 18%. Estimated remaining time: 2 minutes, 19 seconds. Growing trees.. Progress: 36%. Estimated remaining time: 1 minute, 52 seconds. Growing trees.. Progress: 53%. Estimated remaining time: 1 minute, 22 seconds. Growing trees.. Progress: 71%. Estimated remaining time: 51 seconds. Growing trees.. Progress: 88%. Estimated remaining time: 20 seconds. INFO [10:27:48.053] [mlr3] Finished benchmark INFO [10:27:48.089] [bbotk] Result of batch 32: INFO [10:27:48.092] [bbotk] mtry.ratio replace sample.fraction num.trees classif.auc warnings errors INFO [10:27:48.092] [bbotk] 0.5 FALSE 1 1000 0.9488675 0 0 INFO [10:27:48.092] [bbotk] runtime_learners uhash INFO [10:27:48.092] [bbotk] 874.501 9b2a15e2-473b-429e-aec6-73ef9b8dcf45 INFO [10:27:48.094] [bbotk] Evaluating 1 configuration(s) INFO [10:27:48.102] [mlr3] Running benchmark with 5 resampling iterations INFO [10:27:48.107] [mlr3] Applying learner 'classif.ranger' on task 'healthcare.88' (iter 1/5) Growing trees.. Progress: 55%. Estimated remaining time: 25 seconds. INFO [10:28:46.841] [mlr3] Applying learner 'classif.ranger' on task 'healthcare.88' (iter 2/5) Growing trees.. Progress: 55%. Estimated remaining time: 25 seconds. INFO [10:29:46.192] [mlr3] Applying learner 'classif.ranger' on task 'healthcare.88' (iter 3/5) Growing trees.. Progress: 56%. Estimated remaining time: 24 seconds. INFO [10:30:44.332] [mlr3] Applying learner 'classif.ranger' on task 'healthcare.88' (iter 4/5) Growing trees.. Progress: 56%. Estimated remaining time: 24 seconds. INFO [10:31:43.027] [mlr3] Applying learner 'classif.ranger' on task 'healthcare.88' (iter 5/5) Growing trees.. Progress: 57%. Estimated remaining time: 22 seconds. INFO [10:32:39.542] [mlr3] Finished benchmark INFO [10:32:39.575] [bbotk] Result of batch 33: INFO [10:32:39.577] [bbotk] mtry.ratio replace sample.fraction num.trees classif.auc warnings errors INFO [10:32:39.577] [bbotk] 0.25 TRUE 0.775 1000 0.9550329 0 0 INFO [10:32:39.577] [bbotk] runtime_learners uhash INFO [10:32:39.577] [bbotk] 291.37 7904ffbe-d63c-4858-8bf4-b525687c010b INFO [10:32:39.579] [bbotk] Evaluating 1 configuration(s) INFO [10:32:39.587] [mlr3] Running benchmark with 5 resampling iterations INFO [10:32:39.593] [mlr3] Applying learner 'classif.ranger' on task 'healthcare.88' (iter 1/5) Growing trees.. Progress: 10%. Estimated remaining time: 4 minutes, 25 seconds. Growing trees.. Progress: 21%. Estimated remaining time: 3 minutes, 53 seconds. Growing trees.. Progress: 31%. Estimated remaining time: 3 minutes, 22 seconds. Growing trees.. Progress: 42%. Estimated remaining time: 2 minutes, 51 seconds. Growing trees.. Progress: 52%. Estimated remaining time: 2 minutes, 20 seconds. Growing trees.. Progress: 63%. Estimated remaining time: 1 minute, 49 seconds. Growing trees.. Progress: 74%. Estimated remaining time: 1 minute, 18 seconds. Growing trees.. Progress: 84%. Estimated remaining time: 47 seconds. Growing trees.. Progress: 94%. Estimated remaining time: 16 seconds. INFO [10:37:40.781] [mlr3] Applying learner 'classif.ranger' on task 'healthcare.88' (iter 2/5) Growing trees.. Progress: 10%. Estimated remaining time: 4 minutes, 32 seconds. Growing trees.. Progress: 20%. Estimated remaining time: 4 minutes, 1 seconds. Growing trees.. Progress: 31%. Estimated remaining time: 3 minutes, 30 seconds. Growing trees.. Progress: 41%. Estimated remaining time: 2 minutes, 59 seconds. Growing trees.. Progress: 51%. Estimated remaining time: 2 minutes, 27 seconds. Growing trees.. Progress: 62%. Estimated remaining time: 1 minute, 56 seconds. Growing trees.. Progress: 72%. Estimated remaining time: 1 minute, 25 seconds. Growing trees.. Progress: 82%. Estimated remaining time: 53 seconds. Growing trees.. Progress: 92%. Estimated remaining time: 22 seconds. INFO [10:42:49.067] [mlr3] Applying learner 'classif.ranger' on task 'healthcare.88' (iter 3/5) Growing trees.. Progress: 11%. Estimated remaining time: 4 minutes, 16 seconds. Growing trees.. Progress: 22%. Estimated remaining time: 3 minutes, 46 seconds. Growing trees.. Progress: 32%. Estimated remaining time: 3 minutes, 16 seconds. Growing trees.. Progress: 43%. Estimated remaining time: 2 minutes, 45 seconds. Growing trees.. Progress: 53%. 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: 42 seconds. Growing trees.. Progress: 96%. Estimated remaining time: 10 seconds. INFO [10:47:44.009] [mlr3] Applying learner 'classif.ranger' on task 'healthcare.88' (iter 4/5) Growing trees.. Progress: 10%. Estimated remaining time: 4 minutes, 29 seconds. Growing trees.. Progress: 21%. Estimated remaining time: 4 minutes, 0 seconds. Growing trees.. Progress: 31%. Estimated remaining time: 3 minutes, 29 seconds. Growing trees.. Progress: 41%. Estimated remaining time: 2 minutes, 59 seconds. Growing trees.. Progress: 51%. Estimated remaining time: 2 minutes, 29 seconds. Growing trees.. Progress: 61%. Estimated remaining time: 1 minute, 58 seconds. Growing trees.. Progress: 71%. Estimated remaining time: 1 minute, 27 seconds. Growing trees.. Progress: 82%. Estimated remaining time: 56 seconds. Growing trees.. Progress: 92%. Estimated remaining time: 25 seconds. INFO [10:52:53.845] [mlr3] Applying learner 'classif.ranger' on task 'healthcare.88' (iter 5/5) Growing trees.. Progress: 10%. Estimated remaining time: 4 minutes, 25 seconds. Growing trees.. Progress: 21%. Estimated remaining time: 3 minutes, 51 seconds. Growing trees.. Progress: 32%. Estimated remaining time: 3 minutes, 17 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, 42 seconds. Growing trees.. Progress: 75%. Estimated remaining time: 1 minute, 12 seconds. Growing trees.. Progress: 86%. Estimated remaining time: 40 seconds. Growing trees.. Progress: 97%. Estimated remaining time: 9 seconds. INFO [10:57:48.365] [mlr3] Finished benchmark INFO [10:57:48.402] [bbotk] Result of batch 34: INFO [10:57:48.404] [bbotk] mtry.ratio replace sample.fraction num.trees classif.auc warnings errors INFO [10:57:48.404] [bbotk] 0.75 TRUE 0.775 2000 0.9529458 0 0 INFO [10:57:48.404] [bbotk] runtime_learners uhash INFO [10:57:48.404] [bbotk] 1508.703 196210f7-4496-4da7-8fd8-2cad60b8c1a7 INFO [10:57:48.406] [bbotk] Evaluating 1 configuration(s) INFO [10:57:48.414] [mlr3] Running benchmark with 5 resampling iterations INFO [10:57:48.419] [mlr3] Applying learner 'classif.ranger' on task 'healthcare.88' (iter 1/5) INFO [10:57:51.238] [mlr3] Applying learner 'classif.ranger' on task 'healthcare.88' (iter 2/5) INFO [10:57:53.888] [mlr3] Applying learner 'classif.ranger' on task 'healthcare.88' (iter 3/5) INFO [10:57:56.567] [mlr3] Applying learner 'classif.ranger' on task 'healthcare.88' (iter 4/5) INFO [10:57:59.317] [mlr3] Applying learner 'classif.ranger' on task 'healthcare.88' (iter 5/5) INFO [10:58:02.027] [mlr3] Finished benchmark INFO [10:58:02.066] [bbotk] Result of batch 35: INFO [10:58:02.069] [bbotk] mtry.ratio replace sample.fraction num.trees classif.auc warnings errors INFO [10:58:02.069] [bbotk] 0 TRUE 0.55 500 0.9454834 0 0 INFO [10:58:02.069] [bbotk] runtime_learners uhash INFO [10:58:02.069] [bbotk] 13.553 3b853f17-2c01-4398-8229-74149dbcf70b INFO [10:58:02.070] [bbotk] Evaluating 1 configuration(s) INFO [10:58:02.078] [mlr3] Running benchmark with 5 resampling iterations INFO [10:58:02.083] [mlr3] Applying learner 'classif.ranger' on task 'healthcare.88' (iter 1/5) INFO [10:58:18.806] [mlr3] Applying learner 'classif.ranger' on task 'healthcare.88' (iter 2/5) INFO [10:58:35.407] [mlr3] Applying learner 'classif.ranger' on task 'healthcare.88' (iter 3/5) INFO [10:58:59.348] [mlr3] Applying learner 'classif.ranger' on task 'healthcare.88' (iter 4/5) INFO [10:59:15.786] [mlr3] Applying learner 'classif.ranger' on task 'healthcare.88' (iter 5/5) INFO [10:59:32.052] [mlr3] Finished benchmark INFO [10:59:32.087] [bbotk] Result of batch 36: INFO [10:59:32.089] [bbotk] mtry.ratio replace sample.fraction num.trees classif.auc warnings errors INFO [10:59:32.089] [bbotk] 1 TRUE 0.1 500 0.9529847 0 0 INFO [10:59:32.089] [bbotk] runtime_learners uhash INFO [10:59:32.089] [bbotk] 89.906 c602b451-4a55-45e3-b739-b04dbd1f3bf4 INFO [10:59:32.091] [bbotk] Evaluating 1 configuration(s) INFO [10:59:32.099] [mlr3] Running benchmark with 5 resampling iterations INFO [10:59:32.105] [mlr3] Applying learner 'classif.ranger' on task 'healthcare.88' (iter 1/5) Growing trees.. Progress: 38%. Estimated remaining time: 51 seconds. Growing trees.. Progress: 75%. Estimated remaining time: 20 seconds. INFO [11:00:59.848] [mlr3] Applying learner 'classif.ranger' on task 'healthcare.88' (iter 2/5) Growing trees.. Progress: 38%. Estimated remaining time: 51 seconds. Growing trees.. Progress: 75%. Estimated remaining time: 20 seconds. INFO [11:02:26.932] [mlr3] Applying learner 'classif.ranger' on task 'healthcare.88' (iter 3/5) Growing trees.. Progress: 38%. Estimated remaining time: 50 seconds. Growing trees.. Progress: 76%. Estimated remaining time: 19 seconds. INFO [11:03:53.242] [mlr3] Applying learner 'classif.ranger' on task 'healthcare.88' (iter 4/5) Growing trees.. Progress: 38%. Estimated remaining time: 51 seconds. Growing trees.. Progress: 75%. Estimated remaining time: 20 seconds. INFO [11:05:20.569] [mlr3] Applying learner 'classif.ranger' on task 'healthcare.88' (iter 5/5) Growing trees.. Progress: 39%. Estimated remaining time: 48 seconds. Growing trees.. Progress: 78%. Estimated remaining time: 17 seconds. INFO [11:06:44.990] [mlr3] Finished benchmark INFO [11:06:45.024] [bbotk] Result of batch 37: INFO [11:06:45.026] [bbotk] mtry.ratio replace sample.fraction num.trees classif.auc warnings errors INFO [11:06:45.026] [bbotk] 0.5 FALSE 0.325 1500 0.9550928 0 0 INFO [11:06:45.026] [bbotk] runtime_learners uhash INFO [11:06:45.026] [bbotk] 432.826 72ddd606-82b6-4c4d-ac1b-b67645f91a85 INFO [11:06:45.028] [bbotk] Evaluating 1 configuration(s) INFO [11:06:45.036] [mlr3] Running benchmark with 5 resampling iterations INFO [11:06:45.041] [mlr3] Applying learner 'classif.ranger' on task 'healthcare.88' (iter 1/5) INFO [11:07:09.083] [mlr3] Applying learner 'classif.ranger' on task 'healthcare.88' (iter 2/5) INFO [11:07:33.605] [mlr3] Applying learner 'classif.ranger' on task 'healthcare.88' (iter 3/5) INFO [11:07:57.723] [mlr3] Applying learner 'classif.ranger' on task 'healthcare.88' (iter 4/5) INFO [11:08:21.576] [mlr3] Applying learner 'classif.ranger' on task 'healthcare.88' (iter 5/5) INFO [11:08:45.096] [mlr3] Finished benchmark INFO [11:08:45.131] [bbotk] Result of batch 38: INFO [11:08:45.133] [bbotk] mtry.ratio replace sample.fraction num.trees classif.auc warnings errors INFO [11:08:45.133] [bbotk] 0.25 FALSE 0.1 2000 0.9563658 0 0 INFO [11:08:45.133] [bbotk] runtime_learners uhash INFO [11:08:45.133] [bbotk] 119.995 0faf71fb-9bc7-4be7-8381-4afef6ebe3e5 INFO [11:08:45.135] [bbotk] Evaluating 1 configuration(s) INFO [11:08:45.143] [mlr3] Running benchmark with 5 resampling iterations INFO [11:08:45.148] [mlr3] Applying learner 'classif.ranger' on task 'healthcare.88' (iter 1/5) Growing trees.. Progress: 26%. Estimated remaining time: 1 minute, 28 seconds. Growing trees.. Progress: 52%. Estimated remaining time: 58 seconds. Growing trees.. Progress: 77%. Estimated remaining time: 27 seconds. INFO [11:10:51.693] [mlr3] Applying learner 'classif.ranger' on task 'healthcare.88' (iter 2/5) 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 [11:12:50.031] [mlr3] Applying learner 'classif.ranger' on task 'healthcare.88' (iter 3/5) Growing trees.. Progress: 28%. Estimated remaining time: 1 minute, 19 seconds. Growing trees.. Progress: 56%. Estimated remaining time: 48 seconds. Growing trees.. Progress: 84%. Estimated remaining time: 17 seconds. INFO [11:14:46.043] [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: 56%. Estimated remaining time: 49 seconds. Growing trees.. Progress: 84%. Estimated remaining time: 18 seconds. INFO [11:16:43.355] [mlr3] Applying learner 'classif.ranger' on task 'healthcare.88' (iter 5/5) Growing trees.. Progress: 28%. Estimated remaining time: 1 minute, 18 seconds. Growing trees.. Progress: 56%. Estimated remaining time: 47 seconds. Growing trees.. Progress: 85%. Estimated remaining time: 16 seconds. INFO [11:18:38.722] [mlr3] Finished benchmark INFO [11:18:38.761] [bbotk] Result of batch 39: INFO [11:18:38.764] [bbotk] mtry.ratio replace sample.fraction num.trees classif.auc warnings errors INFO [11:18:38.764] [bbotk] 0.25 TRUE 0.775 2000 0.9553144 0 0 INFO [11:18:38.764] [bbotk] runtime_learners uhash INFO [11:18:38.764] [bbotk] 593.501 de6d3f80-65de-4cc6-b28b-e14f07cf5f67 INFO [11:18:38.766] [bbotk] Evaluating 1 configuration(s) INFO [11:18:38.774] [mlr3] Running benchmark with 5 resampling iterations INFO [11:18:38.780] [mlr3] Applying learner 'classif.ranger' on task 'healthcare.88' (iter 1/5) INFO [11:18:55.511] [mlr3] Applying learner 'classif.ranger' on task 'healthcare.88' (iter 2/5) INFO [11:19:12.511] [mlr3] Applying learner 'classif.ranger' on task 'healthcare.88' (iter 3/5) INFO [11:19:29.238] [mlr3] Applying learner 'classif.ranger' on task 'healthcare.88' (iter 4/5) INFO [11:19:46.049] [mlr3] Applying learner 'classif.ranger' on task 'healthcare.88' (iter 5/5) INFO [11:20:02.436] [mlr3] Finished benchmark INFO [11:20:02.472] [bbotk] Result of batch 40: INFO [11:20:02.474] [bbotk] mtry.ratio replace sample.fraction num.trees classif.auc warnings errors INFO [11:20:02.474] [bbotk] 0.25 FALSE 0.325 500 0.9560254 0 0 INFO [11:20:02.474] [bbotk] runtime_learners uhash INFO [11:20:02.474] [bbotk] 83.596 0de71a44-c15c-459b-a9c3-f28a85d61492 INFO [11:20:02.476] [bbotk] Evaluating 1 configuration(s) INFO [11:20:02.485] [mlr3] Running benchmark with 5 resampling iterations INFO [11:20:02.490] [mlr3] Applying learner 'classif.ranger' on task 'healthcare.88' (iter 1/5) Growing trees.. Progress: 12%. Estimated remaining time: 3 minutes, 40 seconds. Growing trees.. Progress: 25%. Estimated remaining time: 3 minutes, 8 seconds. Growing trees.. Progress: 37%. Estimated remaining time: 2 minutes, 37 seconds. Growing trees.. Progress: 50%. Estimated remaining time: 2 minutes, 6 seconds. Growing trees.. Progress: 62%. Estimated remaining time: 1 minute, 35 seconds. Growing trees.. Progress: 74%. Estimated remaining time: 1 minute, 4 seconds. Growing trees.. Progress: 86%. Estimated remaining time: 34 seconds. Growing trees.. Progress: 99%. Estimated remaining time: 3 seconds. INFO [11:24:18.973] [mlr3] Applying learner 'classif.ranger' on task 'healthcare.88' (iter 2/5) Growing trees.. Progress: 12%. Estimated remaining time: 3 minutes, 44 seconds. Growing trees.. Progress: 24%. Estimated remaining time: 3 minutes, 12 seconds. Growing trees.. Progress: 37%. Estimated remaining time: 2 minutes, 41 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 [11:28:39.141] [mlr3] Applying learner 'classif.ranger' on task 'healthcare.88' (iter 3/5) Growing trees.. Progress: 13%. Estimated remaining time: 3 minutes, 37 seconds. Growing trees.. Progress: 25%. Estimated remaining time: 3 minutes, 5 seconds. Growing trees.. Progress: 38%. Estimated remaining time: 2 minutes, 33 seconds. Growing trees.. Progress: 50%. Estimated remaining time: 2 minutes, 2 seconds. Growing trees.. Progress: 63%. Estimated remaining time: 1 minute, 30 seconds. Growing trees.. Progress: 76%. Estimated remaining time: 59 seconds. Growing trees.. Progress: 88%. Estimated remaining time: 29 seconds. INFO [11:32:50.613] [mlr3] Applying learner 'classif.ranger' on task 'healthcare.88' (iter 4/5) Growing trees.. Progress: 12%. Estimated remaining time: 3 minutes, 46 seconds. Growing trees.. Progress: 24%. Estimated remaining time: 3 minutes, 14 seconds. Growing trees.. Progress: 36%. Estimated remaining time: 2 minutes, 43 seconds. Growing trees.. Progress: 48%. Estimated remaining time: 2 minutes, 12 seconds. Growing trees.. Progress: 60%. Estimated remaining time: 1 minute, 41 seconds. Growing trees.. Progress: 72%. Estimated remaining time: 1 minute, 10 seconds. slurmstepd: error: *** JOB 7757581 ON cn28 CANCELLED AT 2024-02-23T11:36:16 ***