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=1801] ### [bt]: Generating problem instance for problem '44ca0e141b803eaa' ... ### [bt]: Applying algorithm 'run_learner' on problem '44ca0e141b803eaa' for job 1801 (seed = 1802) ... INFO [08:38:29.660] [mlr3] Applying learner 'classif.ranger' on task 'home.130' (iter 1/60) INFO [08:38:30.839] [bbotk] Starting to optimize 4 parameter(s) with '' and '' INFO [08:38:30.873] [bbotk] Evaluating 1 configuration(s) INFO [08:38:30.909] [mlr3] Running benchmark with 5 resampling iterations INFO [08:38:31.235] [mlr3] Applying learner 'classif.ranger' on task 'home.130' (iter 1/5) Growing trees.. Progress: 11%. Estimated remaining time: 4 minutes, 16 seconds. Growing trees.. Progress: 22%. Estimated remaining time: 3 minutes, 42 seconds. Growing trees.. Progress: 33%. Estimated remaining time: 3 minutes, 10 seconds. Growing trees.. Progress: 44%. Estimated remaining time: 2 minutes, 40 seconds. Growing trees.. Progress: 55%. Estimated remaining time: 2 minutes, 9 seconds. Growing trees.. Progress: 65%. Estimated remaining time: 1 minute, 38 seconds. Growing trees.. Progress: 77%. Estimated remaining time: 1 minute, 6 seconds. Growing trees.. Progress: 87%. Estimated remaining time: 36 seconds. Growing trees.. Progress: 98%. Estimated remaining time: 5 seconds. INFO [08:43:21.833] [mlr3] Applying learner 'classif.ranger' on task 'home.130' (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, 28 seconds. Growing trees.. Progress: 41%. Estimated remaining time: 2 minutes, 56 seconds. Growing trees.. Progress: 52%. Estimated remaining time: 2 minutes, 26 seconds. Growing trees.. Progress: 62%. Estimated remaining time: 1 minute, 55 seconds. Growing trees.. Progress: 72%. Estimated remaining time: 1 minute, 23 seconds. Growing trees.. Progress: 83%. Estimated remaining time: 52 seconds. Growing trees.. Progress: 93%. Estimated remaining time: 21 seconds. INFO [08:48:29.311] [mlr3] Applying learner 'classif.ranger' on task 'home.130' (iter 3/5) Growing trees.. Progress: 11%. Estimated remaining time: 4 minutes, 21 seconds. Growing trees.. Progress: 21%. Estimated remaining time: 3 minutes, 47 seconds. Growing trees.. Progress: 32%. Estimated remaining time: 3 minutes, 17 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: 76%. Estimated remaining time: 1 minute, 9 seconds. Growing trees.. Progress: 87%. Estimated remaining time: 38 seconds. Growing trees.. Progress: 97%. Estimated remaining time: 7 seconds. INFO [08:53:22.564] [mlr3] Applying learner 'classif.ranger' on task 'home.130' (iter 4/5) Growing trees.. Progress: 10%. Estimated remaining time: 4 minutes, 27 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, 56 seconds. Growing trees.. Progress: 52%. Estimated remaining time: 2 minutes, 25 seconds. Growing trees.. Progress: 62%. Estimated remaining time: 1 minute, 55 seconds. Growing trees.. Progress: 72%. Estimated remaining time: 1 minute, 23 seconds. Growing trees.. Progress: 83%. Estimated remaining time: 52 seconds. Growing trees.. Progress: 93%. Estimated remaining time: 21 seconds. INFO [08:58:29.462] [mlr3] Applying learner 'classif.ranger' on task 'home.130' (iter 5/5) Growing trees.. Progress: 11%. Estimated remaining time: 4 minutes, 21 seconds. Growing trees.. Progress: 21%. Estimated remaining time: 3 minutes, 53 seconds. Growing trees.. Progress: 32%. Estimated remaining time: 3 minutes, 21 seconds. Growing trees.. Progress: 42%. Estimated remaining time: 2 minutes, 51 seconds. Growing trees.. Progress: 53%. Estimated remaining time: 2 minutes, 20 seconds. Growing trees.. Progress: 63%. Estimated remaining time: 1 minute, 48 seconds. Growing trees.. Progress: 74%. Estimated remaining time: 1 minute, 18 seconds. Growing trees.. Progress: 84%. Estimated remaining time: 47 seconds. Growing trees.. Progress: 95%. Estimated remaining time: 16 seconds. INFO [09:03:30.922] [mlr3] Finished benchmark INFO [09:03:30.971] [bbotk] Result of batch 1: INFO [09:03:30.977] [bbotk] mtry.ratio replace sample.fraction num.trees classif.auc warnings errors INFO [09:03:30.977] [bbotk] 1 FALSE 0.775 500 0.8979871 0 0 INFO [09:03:30.977] [bbotk] runtime_learners uhash INFO [09:03:30.977] [bbotk] 1499.579 06069dca-ea00-4833-a941-ac14e084a182 INFO [09:03:30.979] [bbotk] Evaluating 1 configuration(s) INFO [09:03:30.989] [mlr3] Running benchmark with 5 resampling iterations INFO [09:03:30.995] [mlr3] Applying learner 'classif.ranger' on task 'home.130' (iter 1/5) Growing trees.. Progress: 11%. Estimated remaining time: 4 minutes, 18 seconds. Growing trees.. Progress: 21%. Estimated remaining time: 3 minutes, 50 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, 15 seconds. Growing trees.. Progress: 64%. Estimated remaining time: 1 minute, 43 seconds. Growing trees.. Progress: 75%. Estimated remaining time: 1 minute, 13 seconds. Growing trees.. Progress: 86%. Estimated remaining time: 42 seconds. Growing trees.. Progress: 96%. Estimated remaining time: 11 seconds. INFO [09:08:28.346] [mlr3] Applying learner 'classif.ranger' on task 'home.130' (iter 2/5) Growing trees.. Progress: 11%. Estimated remaining time: 4 minutes, 21 seconds. Growing trees.. Progress: 21%. Estimated remaining time: 3 minutes, 51 seconds. Growing trees.. Progress: 32%. Estimated remaining time: 3 minutes, 21 seconds. Growing trees.. Progress: 42%. Estimated remaining time: 2 minutes, 49 seconds. Growing trees.. Progress: 53%. Estimated remaining time: 2 minutes, 19 seconds. Growing trees.. Progress: 63%. Estimated remaining time: 1 minute, 48 seconds. Growing trees.. Progress: 74%. Estimated remaining time: 1 minute, 17 seconds. Growing trees.. Progress: 84%. Estimated remaining time: 46 seconds. Growing trees.. Progress: 95%. Estimated remaining time: 15 seconds. INFO [09:13:31.409] [mlr3] Applying learner 'classif.ranger' on task 'home.130' (iter 3/5) Growing trees.. Progress: 11%. Estimated remaining time: 4 minutes, 13 seconds. Growing trees.. Progress: 22%. Estimated remaining time: 3 minutes, 42 seconds. Growing trees.. Progress: 33%. Estimated remaining time: 3 minutes, 12 seconds. Growing trees.. Progress: 43%. Estimated remaining time: 2 minutes, 41 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: 87%. Estimated remaining time: 38 seconds. Growing trees.. Progress: 98%. Estimated remaining time: 7 seconds. INFO [09:18:26.503] [mlr3] Applying learner 'classif.ranger' on task 'home.130' (iter 4/5) Growing trees.. Progress: 10%. Estimated remaining time: 4 minutes, 29 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, 56 seconds. Growing trees.. Progress: 52%. Estimated remaining time: 2 minutes, 25 seconds. Growing trees.. Progress: 62%. Estimated remaining time: 1 minute, 55 seconds. Growing trees.. Progress: 72%. Estimated remaining time: 1 minute, 24 seconds. Growing trees.. Progress: 82%. Estimated remaining time: 53 seconds. Growing trees.. Progress: 93%. Estimated remaining time: 21 seconds. INFO [09:23:36.733] [mlr3] Applying learner 'classif.ranger' on task 'home.130' (iter 5/5) Growing trees.. Progress: 11%. Estimated remaining time: 4 minutes, 21 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, 46 seconds. Growing trees.. Progress: 74%. Estimated remaining time: 1 minute, 15 seconds. Growing trees.. Progress: 85%. Estimated remaining time: 44 seconds. Growing trees.. Progress: 95%. Estimated remaining time: 13 seconds. INFO [09:28:38.041] [mlr3] Finished benchmark INFO [09:28:38.088] [bbotk] Result of batch 2: INFO [09:28:38.091] [bbotk] mtry.ratio replace sample.fraction num.trees classif.auc warnings errors INFO [09:28:38.091] [bbotk] 0.5 FALSE 0.775 1000 0.9037149 0 0 INFO [09:28:38.091] [bbotk] runtime_learners uhash INFO [09:28:38.091] [bbotk] 1506.944 43a0bdb0-4b1d-49f0-982d-7aa692daecc4 INFO [09:28:38.093] [bbotk] Evaluating 1 configuration(s) INFO [09:28:38.101] [mlr3] Running benchmark with 5 resampling iterations INFO [09:28:38.107] [mlr3] Applying learner 'classif.ranger' on task 'home.130' (iter 1/5) Growing trees.. Progress: 10%. Estimated remaining time: 4 minutes, 39 seconds. Growing trees.. Progress: 20%. Estimated remaining time: 4 minutes, 9 seconds. Growing trees.. Progress: 30%. Estimated remaining time: 3 minutes, 39 seconds. Growing trees.. Progress: 40%. Estimated remaining time: 3 minutes, 7 seconds. Growing trees.. Progress: 50%. Estimated remaining time: 2 minutes, 35 seconds. Growing trees.. Progress: 60%. Estimated remaining time: 2 minutes, 4 seconds. Growing trees.. Progress: 70%. Estimated remaining time: 1 minute, 33 seconds. Growing trees.. Progress: 80%. Estimated remaining time: 1 minute, 3 seconds. Growing trees.. Progress: 90%. Estimated remaining time: 32 seconds. Growing trees.. Progress: 100%. Estimated remaining time: 0 seconds. INFO [09:34:05.026] [mlr3] Applying learner 'classif.ranger' on task 'home.130' (iter 2/5) Growing trees.. Progress: 10%. Estimated remaining time: 4 minutes, 36 seconds. Growing trees.. Progress: 20%. Estimated remaining time: 4 minutes, 5 seconds. Growing trees.. Progress: 30%. Estimated remaining time: 3 minutes, 34 seconds. Growing trees.. Progress: 40%. Estimated remaining time: 3 minutes, 3 seconds. Growing trees.. Progress: 51%. Estimated remaining time: 2 minutes, 31 seconds. Growing trees.. Progress: 61%. Estimated remaining time: 2 minutes, 0 seconds. Growing trees.. Progress: 71%. Estimated remaining time: 1 minute, 29 seconds. Growing trees.. Progress: 81%. Estimated remaining time: 58 seconds. Growing trees.. Progress: 91%. Estimated remaining time: 27 seconds. INFO [09:39:26.848] [mlr3] Applying learner 'classif.ranger' on task 'home.130' (iter 3/5) Growing trees.. Progress: 10%. Estimated remaining time: 4 minutes, 29 seconds. Growing trees.. Progress: 21%. Estimated remaining time: 3 minutes, 58 seconds. Growing trees.. Progress: 31%. Estimated remaining time: 3 minutes, 28 seconds. Growing trees.. Progress: 41%. Estimated remaining time: 2 minutes, 56 seconds. Growing trees.. Progress: 52%. Estimated remaining time: 2 minutes, 25 seconds. Growing trees.. Progress: 62%. Estimated remaining time: 1 minute, 54 seconds. Growing trees.. Progress: 72%. Estimated remaining time: 1 minute, 23 seconds. Growing trees.. Progress: 83%. Estimated remaining time: 52 seconds. Growing trees.. Progress: 93%. Estimated remaining time: 21 seconds. INFO [09:44:42.863] [mlr3] Applying learner 'classif.ranger' on task 'home.130' (iter 4/5) 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: 30%. Estimated remaining time: 3 minutes, 34 seconds. Growing trees.. Progress: 40%. Estimated remaining time: 3 minutes, 3 seconds. Growing trees.. Progress: 50%. Estimated remaining time: 2 minutes, 33 seconds. Growing trees.. Progress: 60%. Estimated remaining time: 2 minutes, 2 seconds. Growing trees.. Progress: 70%. Estimated remaining time: 1 minute, 31 seconds. Growing trees.. Progress: 80%. Estimated remaining time: 1 minute, 0 seconds. Growing trees.. Progress: 90%. Estimated remaining time: 30 seconds. INFO [09:50:07.915] [mlr3] Applying learner 'classif.ranger' on task 'home.130' (iter 5/5) 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, 31 seconds. Growing trees.. Progress: 41%. Estimated remaining time: 3 minutes, 0 seconds. Growing trees.. Progress: 51%. Estimated remaining time: 2 minutes, 30 seconds. Growing trees.. Progress: 61%. Estimated remaining time: 1 minute, 59 seconds. Growing trees.. Progress: 71%. Estimated remaining time: 1 minute, 28 seconds. Growing trees.. Progress: 81%. Estimated remaining time: 56 seconds. Growing trees.. Progress: 91%. Estimated remaining time: 26 seconds. INFO [09:55:28.802] [mlr3] Finished benchmark INFO [09:55:28.906] [bbotk] Result of batch 3: INFO [09:55:28.909] [bbotk] mtry.ratio replace sample.fraction num.trees classif.auc warnings errors INFO [09:55:28.909] [bbotk] 0.5 FALSE 0.55 1500 0.9058456 0 0 INFO [09:55:28.909] [bbotk] runtime_learners uhash INFO [09:55:28.909] [bbotk] 1610.591 fa83c3bc-325c-48af-894c-37d158f4ed1a INFO [09:55:28.910] [bbotk] Evaluating 1 configuration(s) INFO [09:55:28.921] [mlr3] Running benchmark with 5 resampling iterations INFO [09:55:28.927] [mlr3] Applying learner 'classif.ranger' on task 'home.130' (iter 1/5) Growing trees.. Progress: 12%. Estimated remaining time: 3 minutes, 43 seconds. Growing trees.. Progress: 25%. Estimated remaining time: 3 minutes, 11 seconds. Growing trees.. Progress: 37%. Estimated remaining time: 2 minutes, 39 seconds. Growing trees.. Progress: 49%. Estimated remaining time: 2 minutes, 7 seconds. Growing trees.. Progress: 62%. Estimated remaining time: 1 minute, 36 seconds. Growing trees.. Progress: 74%. Estimated remaining time: 1 minute, 6 seconds. Growing trees.. Progress: 86%. Estimated remaining time: 35 seconds. Growing trees.. Progress: 99%. Estimated remaining time: 3 seconds. INFO [09:59:49.813] [mlr3] Applying learner 'classif.ranger' on task 'home.130' (iter 2/5) Growing trees.. Progress: 12%. Estimated remaining time: 3 minutes, 43 seconds. Growing trees.. Progress: 24%. Estimated remaining time: 3 minutes, 12 seconds. Growing trees.. Progress: 37%. Estimated remaining time: 2 minutes, 40 seconds. Growing trees.. Progress: 49%. Estimated remaining time: 2 minutes, 9 seconds. Growing trees.. Progress: 61%. Estimated remaining time: 1 minute, 37 seconds. Growing trees.. Progress: 74%. Estimated remaining time: 1 minute, 6 seconds. Growing trees.. Progress: 86%. Estimated remaining time: 35 seconds. Growing trees.. Progress: 98%. Estimated remaining time: 4 seconds. INFO [10:04:12.042] [mlr3] Applying learner 'classif.ranger' on task 'home.130' (iter 3/5) Growing trees.. Progress: 12%. Estimated remaining time: 3 minutes, 39 seconds. Growing trees.. Progress: 25%. Estimated remaining time: 3 minutes, 6 seconds. Growing trees.. Progress: 38%. Estimated remaining time: 2 minutes, 35 seconds. Growing trees.. Progress: 50%. Estimated remaining time: 2 minutes, 4 seconds. Growing trees.. Progress: 62%. Estimated remaining time: 1 minute, 34 seconds. Growing trees.. Progress: 75%. Estimated remaining time: 1 minute, 3 seconds. Growing trees.. Progress: 87%. Estimated remaining time: 31 seconds. Growing trees.. Progress: 100%. Estimated remaining time: 0 seconds. INFO [10:08:30.069] [mlr3] Applying learner 'classif.ranger' on task 'home.130' (iter 4/5) Growing trees.. Progress: 12%. Estimated remaining time: 3 minutes, 43 seconds. Growing trees.. Progress: 24%. Estimated remaining time: 3 minutes, 12 seconds. Growing trees.. Progress: 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: 98%. Estimated remaining time: 6 seconds. INFO [10:12:53.835] [mlr3] Applying learner 'classif.ranger' on task 'home.130' (iter 5/5) Growing trees.. Progress: 12%. Estimated remaining time: 3 minutes, 41 seconds. Growing trees.. Progress: 25%. Estimated remaining time: 3 minutes, 11 seconds. Growing trees.. Progress: 37%. Estimated remaining time: 2 minutes, 38 seconds. Growing trees.. Progress: 49%. Estimated remaining time: 2 minutes, 7 seconds. Growing trees.. Progress: 62%. Estimated remaining time: 1 minute, 35 seconds. Growing trees.. Progress: 74%. Estimated remaining time: 1 minute, 5 seconds. Growing trees.. Progress: 86%. Estimated remaining time: 34 seconds. Growing trees.. Progress: 99%. Estimated remaining time: 3 seconds. INFO [10:17:15.280] [mlr3] Finished benchmark INFO [10:17:15.318] [bbotk] Result of batch 4: INFO [10:17:15.320] [bbotk] mtry.ratio replace sample.fraction num.trees classif.auc warnings errors INFO [10:17:15.320] [bbotk] 0.5 TRUE 0.775 1000 0.9051303 0 0 INFO [10:17:15.320] [bbotk] runtime_learners uhash INFO [10:17:15.320] [bbotk] 1306.194 aabf8f04-a9c3-4266-a13c-b36768052dcf INFO [10:17:15.322] [bbotk] Evaluating 1 configuration(s) INFO [10:17:15.331] [mlr3] Running benchmark with 5 resampling iterations INFO [10:17:15.337] [mlr3] Applying learner 'classif.ranger' on task 'home.130' (iter 1/5) INFO [10:17:45.690] [mlr3] Applying learner 'classif.ranger' on task 'home.130' (iter 2/5) INFO [10:18:16.039] [mlr3] Applying learner 'classif.ranger' on task 'home.130' (iter 3/5) INFO [10:18:47.288] [mlr3] Applying learner 'classif.ranger' on task 'home.130' (iter 4/5) INFO [10:19:17.417] [mlr3] Applying learner 'classif.ranger' on task 'home.130' (iter 5/5) INFO [10:19:48.174] [mlr3] Finished benchmark INFO [10:19:48.217] [bbotk] Result of batch 5: INFO [10:19:48.220] [bbotk] mtry.ratio replace sample.fraction num.trees classif.auc warnings errors INFO [10:19:48.220] [bbotk] 0 TRUE 1 1500 0.8730921 0 0 INFO [10:19:48.220] [bbotk] runtime_learners uhash INFO [10:19:48.220] [bbotk] 152.772 e6e1d5bb-6530-44dc-82c5-398c428c25e5 INFO [10:19:48.221] [bbotk] Evaluating 1 configuration(s) INFO [10:19:48.230] [mlr3] Running benchmark with 5 resampling iterations INFO [10:19:48.236] [mlr3] Applying learner 'classif.ranger' on task 'home.130' (iter 1/5) Growing trees.. Progress: 7%. Estimated remaining time: 6 minutes, 43 seconds. Growing trees.. Progress: 14%. Estimated remaining time: 6 minutes, 10 seconds. Growing trees.. Progress: 21%. Estimated remaining time: 5 minutes, 40 seconds. Growing trees.. Progress: 29%. Estimated remaining time: 5 minutes, 9 seconds. Growing trees.. Progress: 36%. Estimated remaining time: 4 minutes, 37 seconds. Growing trees.. Progress: 43%. Estimated remaining time: 4 minutes, 7 seconds. Growing trees.. Progress: 50%. Estimated remaining time: 3 minutes, 37 seconds. Growing trees.. Progress: 57%. Estimated remaining time: 3 minutes, 6 seconds. Growing trees.. Progress: 64%. Estimated remaining time: 2 minutes, 35 seconds. Growing trees.. Progress: 71%. Estimated remaining time: 2 minutes, 4 seconds. Growing trees.. Progress: 79%. Estimated remaining time: 1 minute, 33 seconds. Growing trees.. Progress: 86%. Estimated remaining time: 1 minute, 2 seconds. Growing trees.. Progress: 93%. Estimated remaining time: 31 seconds. Growing trees.. Progress: 100%. Estimated remaining time: 0 seconds. INFO [10:27:15.945] [mlr3] Applying learner 'classif.ranger' on task 'home.130' (iter 2/5) 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, 45 seconds. Growing trees.. Progress: 28%. Estimated remaining time: 5 minutes, 13 seconds. Growing trees.. Progress: 35%. Estimated remaining time: 4 minutes, 44 seconds. Growing trees.. Progress: 42%. Estimated remaining time: 4 minutes, 13 seconds. Growing trees.. Progress: 49%. Estimated remaining time: 3 minutes, 43 seconds. Growing trees.. Progress: 56%. Estimated remaining time: 3 minutes, 12 seconds. Growing trees.. Progress: 63%. Estimated remaining time: 2 minutes, 41 seconds. Growing trees.. Progress: 70%. Estimated remaining time: 2 minutes, 10 seconds. Growing trees.. Progress: 78%. Estimated remaining time: 1 minute, 39 seconds. Growing trees.. Progress: 85%. Estimated remaining time: 1 minute, 7 seconds. Growing trees.. Progress: 92%. Estimated remaining time: 37 seconds. Growing trees.. Progress: 99%. Estimated remaining time: 5 seconds. INFO [10:34:49.322] [mlr3] Applying learner 'classif.ranger' on task 'home.130' (iter 3/5) Growing trees.. Progress: 7%. Estimated remaining time: 6 minutes, 39 seconds. Growing trees.. Progress: 14%. Estimated remaining time: 6 minutes, 6 seconds. Growing trees.. Progress: 22%. Estimated remaining time: 5 minutes, 34 seconds. Growing trees.. Progress: 29%. Estimated remaining time: 5 minutes, 3 seconds. Growing trees.. Progress: 36%. Estimated remaining time: 4 minutes, 35 seconds. Growing trees.. Progress: 43%. Estimated remaining time: 4 minutes, 4 seconds. Growing trees.. Progress: 50%. Estimated remaining time: 3 minutes, 33 seconds. Growing trees.. Progress: 58%. Estimated remaining time: 3 minutes, 2 seconds. Growing trees.. Progress: 65%. Estimated remaining time: 2 minutes, 31 seconds. Growing trees.. Progress: 72%. Estimated remaining time: 2 minutes, 0 seconds. Growing trees.. Progress: 79%. Estimated remaining time: 1 minute, 29 seconds. Growing trees.. Progress: 86%. Estimated remaining time: 58 seconds. Growing trees.. Progress: 94%. Estimated remaining time: 27 seconds. INFO [10:42:12.852] [mlr3] Applying learner 'classif.ranger' on task 'home.130' (iter 4/5) Growing trees.. Progress: 7%. Estimated remaining time: 6 minutes, 51 seconds. Growing trees.. Progress: 14%. Estimated remaining time: 6 minutes, 22 seconds. Growing trees.. Progress: 21%. Estimated remaining time: 5 minutes, 51 seconds. Growing trees.. Progress: 28%. Estimated remaining time: 5 minutes, 20 seconds. Growing trees.. Progress: 35%. Estimated remaining time: 4 minutes, 50 seconds. Growing trees.. Progress: 42%. Estimated remaining time: 4 minutes, 20 seconds. Growing trees.. Progress: 49%. Estimated remaining time: 3 minutes, 49 seconds. Growing trees.. Progress: 56%. Estimated remaining time: 3 minutes, 17 seconds. Growing trees.. Progress: 63%. Estimated remaining time: 2 minutes, 45 seconds. Growing trees.. Progress: 70%. Estimated remaining time: 2 minutes, 15 seconds. Growing trees.. Progress: 77%. Estimated remaining time: 1 minute, 44 seconds. Growing trees.. Progress: 84%. Estimated remaining time: 1 minute, 13 seconds. Growing trees.. Progress: 91%. Estimated remaining time: 42 seconds. Growing trees.. Progress: 98%. Estimated remaining time: 10 seconds. INFO [10:49:51.856] [mlr3] Applying learner 'classif.ranger' on task 'home.130' (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, 47 seconds. Growing trees.. Progress: 28%. Estimated remaining time: 5 minutes, 15 seconds. Growing trees.. Progress: 35%. Estimated remaining time: 4 minutes, 43 seconds. Growing trees.. Progress: 43%. 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, 37 seconds. Growing trees.. Progress: 71%. Estimated remaining time: 2 minutes, 6 seconds. Growing trees.. Progress: 78%. Estimated remaining time: 1 minute, 35 seconds. Growing trees.. Progress: 85%. Estimated remaining time: 1 minute, 4 seconds. Growing trees.. Progress: 92%. Estimated remaining time: 33 seconds. Growing trees.. Progress: 100%. Estimated remaining time: 2 seconds. INFO [10:57:20.988] [mlr3] Finished benchmark INFO [10:57:21.036] [bbotk] Result of batch 6: INFO [10:57:21.039] [bbotk] mtry.ratio replace sample.fraction num.trees classif.auc warnings errors INFO [10:57:21.039] [bbotk] 0.5 FALSE 0.775 1500 0.9042738 0 0 INFO [10:57:21.039] [bbotk] runtime_learners uhash INFO [10:57:21.039] [bbotk] 2252.632 454e1652-2ffe-4b21-af3f-cc7b51c4a837 INFO [10:57:21.041] [bbotk] Evaluating 1 configuration(s) INFO [10:57:21.052] [mlr3] Running benchmark with 5 resampling iterations INFO [10:57:21.058] [mlr3] Applying learner 'classif.ranger' on task 'home.130' (iter 1/5) Growing trees.. Progress: 80%. Estimated remaining time: 7 seconds. INFO [10:58:07.722] [mlr3] Applying learner 'classif.ranger' on task 'home.130' (iter 2/5) Growing trees.. Progress: 77%. Estimated remaining time: 9 seconds. INFO [10:58:55.476] [mlr3] Applying learner 'classif.ranger' on task 'home.130' (iter 3/5) Growing trees.. Progress: 81%. Estimated remaining time: 7 seconds. INFO [10:59:40.324] [mlr3] Applying learner 'classif.ranger' on task 'home.130' (iter 4/5) Growing trees.. Progress: 78%. Estimated remaining time: 8 seconds. INFO [11:00:27.789] [mlr3] Applying learner 'classif.ranger' on task 'home.130' (iter 5/5) Growing trees.. Progress: 80%. Estimated remaining time: 7 seconds. INFO [11:01:13.750] [mlr3] Finished benchmark INFO [11:01:13.786] [bbotk] Result of batch 7: INFO [11:01:13.789] [bbotk] mtry.ratio replace sample.fraction num.trees classif.auc warnings errors INFO [11:01:13.789] [bbotk] 0.75 TRUE 0.1 1000 0.9038375 0 0 INFO [11:01:13.789] [bbotk] runtime_learners uhash INFO [11:01:13.789] [bbotk] 232.626 4fe2aae3-64b7-4962-ad62-a257eb583a77 INFO [11:01:13.790] [bbotk] Evaluating 1 configuration(s) INFO [11:01:13.800] [mlr3] Running benchmark with 5 resampling iterations INFO [11:01:13.808] [mlr3] Applying learner 'classif.ranger' on task 'home.130' (iter 1/5) 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, 28 seconds. Growing trees.. Progress: 61%. Estimated remaining time: 1 minute, 57 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 [11:06:35.213] [mlr3] Applying learner 'classif.ranger' on task 'home.130' (iter 2/5) Growing trees.. Progress: 10%. Estimated remaining time: 4 minutes, 34 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, 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: 56 seconds. Growing trees.. Progress: 92%. Estimated remaining time: 25 seconds. INFO [11:11:57.575] [mlr3] Applying learner 'classif.ranger' on task 'home.130' (iter 3/5) Growing trees.. Progress: 10%. Estimated remaining time: 4 minutes, 35 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, 58 seconds. Growing trees.. Progress: 51%. Estimated remaining time: 2 minutes, 26 seconds. Growing trees.. Progress: 62%. Estimated remaining time: 1 minute, 55 seconds. Growing trees.. Progress: 72%. Estimated remaining time: 1 minute, 25 seconds. Growing trees.. Progress: 82%. Estimated remaining time: 54 seconds. Growing trees.. Progress: 92%. Estimated remaining time: 23 seconds. INFO [11:17:16.029] [mlr3] Applying learner 'classif.ranger' on task 'home.130' (iter 4/5) Growing trees.. Progress: 10%. Estimated remaining time: 4 minutes, 37 seconds. Growing trees.. Progress: 20%. Estimated remaining time: 4 minutes, 8 seconds. Growing trees.. Progress: 30%. Estimated remaining time: 3 minutes, 37 seconds. Growing trees.. Progress: 40%. Estimated remaining time: 3 minutes, 5 seconds. Growing trees.. Progress: 50%. Estimated remaining time: 2 minutes, 34 seconds. Growing trees.. Progress: 60%. Estimated remaining time: 2 minutes, 3 seconds. Growing trees.. Progress: 70%. Estimated remaining time: 1 minute, 32 seconds. Growing trees.. Progress: 80%. Estimated remaining time: 1 minute, 1 seconds. Growing trees.. Progress: 90%. Estimated remaining time: 30 seconds. INFO [11:22:42.216] [mlr3] Applying learner 'classif.ranger' on task 'home.130' (iter 5/5) Growing trees.. Progress: 10%. Estimated remaining time: 4 minutes, 31 seconds. Growing trees.. Progress: 20%. Estimated remaining time: 4 minutes, 2 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: 54 seconds. Growing trees.. Progress: 92%. Estimated remaining time: 23 seconds. INFO [11:28:01.842] [mlr3] Finished benchmark INFO [11:28:01.891] [bbotk] Result of batch 8: INFO [11:28:01.893] [bbotk] mtry.ratio replace sample.fraction num.trees classif.auc warnings errors INFO [11:28:01.893] [bbotk] 0.25 FALSE 0.775 2000 0.9077425 0 0 INFO [11:28:01.893] [bbotk] runtime_learners uhash INFO [11:28:01.893] [bbotk] 1607.911 805f335f-554f-4a64-b6e8-437231e32c2b INFO [11:28:01.895] [bbotk] Evaluating 1 configuration(s) INFO [11:28:01.903] [mlr3] Running benchmark with 5 resampling iterations INFO [11:28:01.909] [mlr3] Applying learner 'classif.ranger' on task 'home.130' (iter 1/5) Growing trees.. Progress: 4%. Estimated remaining time: 11 minutes, 24 seconds. Growing trees.. Progress: 9%. Estimated remaining time: 10 minutes, 53 seconds. Growing trees.. Progress: 13%. Estimated remaining time: 10 minutes, 22 seconds. Growing trees.. Progress: 17%. Estimated remaining time: 9 minutes, 48 seconds. Growing trees.. Progress: 22%. Estimated remaining time: 9 minutes, 19 seconds. Growing trees.. Progress: 26%. Estimated remaining time: 8 minutes, 46 seconds. Growing trees.. Progress: 31%. Estimated remaining time: 8 minutes, 16 seconds. Growing trees.. Progress: 35%. Estimated remaining time: 7 minutes, 45 seconds. Growing trees.. Progress: 39%. Estimated remaining time: 7 minutes, 14 seconds. Growing trees.. Progress: 44%. Estimated remaining time: 6 minutes, 43 seconds. Growing trees.. Progress: 48%. Estimated remaining time: 6 minutes, 13 seconds. Growing trees.. Progress: 52%. Estimated remaining time: 5 minutes, 41 seconds. Growing trees.. Progress: 57%. Estimated remaining time: 5 minutes, 10 seconds. Growing trees.. Progress: 61%. Estimated remaining time: 4 minutes, 40 seconds. Growing trees.. Progress: 65%. Estimated remaining time: 4 minutes, 8 seconds. slurmstepd: error: *** JOB 7759444 ON cn80 CANCELLED AT 2024-02-23T11:36:16 ***