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=427] ### [bt]: Generating problem instance for problem 'ffb529e5b86b9e66' ... ### [bt]: Applying algorithm 'run_learner' on problem 'ffb529e5b86b9e66' for job 427 (seed = 428) ... INFO [22:48:28.834] [mlr3] Applying learner 'classif.xgboost' on task 'birth.24' (iter 7/60) INFO [22:48:29.965] [bbotk] Starting to optimize 2 parameter(s) with '' and '' INFO [22:48:30.001] [bbotk] Evaluating 1 configuration(s) INFO [22:48:30.011] [mlr3] Running benchmark with 5 resampling iterations INFO [22:48:30.052] [mlr3] Applying learner 'classif.xgboost' on task 'birth.24' (iter 1/5) INFO [22:48:30.979] [mlr3] Applying learner 'classif.xgboost' on task 'birth.24' (iter 2/5) INFO [22:48:31.878] [mlr3] Applying learner 'classif.xgboost' on task 'birth.24' (iter 3/5) INFO [22:48:32.783] [mlr3] Applying learner 'classif.xgboost' on task 'birth.24' (iter 4/5) INFO [22:48:33.696] [mlr3] Applying learner 'classif.xgboost' on task 'birth.24' (iter 5/5) INFO [22:48:34.696] [mlr3] Finished benchmark INFO [22:48:34.742] [bbotk] Result of batch 1: INFO [22:48:34.747] [bbotk] nrounds eta classif.auc warnings errors runtime_learners INFO [22:48:34.747] [bbotk] 25 -1.726939 0.7107082 0 0 4.576 INFO [22:48:34.747] [bbotk] uhash INFO [22:48:34.747] [bbotk] 72b83bdf-dd88-4abd-aaf0-e1b11653b1fb INFO [22:48:34.748] [bbotk] Evaluating 1 configuration(s) INFO [22:48:34.771] [mlr3] Running benchmark with 5 resampling iterations INFO [22:48:34.776] [mlr3] Applying learner 'classif.xgboost' on task 'birth.24' (iter 1/5) INFO [22:48:36.672] [mlr3] Applying learner 'classif.xgboost' on task 'birth.24' (iter 2/5) INFO [22:48:38.352] [mlr3] Applying learner 'classif.xgboost' on task 'birth.24' (iter 3/5) INFO [22:48:40.010] [mlr3] Applying learner 'classif.xgboost' on task 'birth.24' (iter 4/5) INFO [22:48:41.695] [mlr3] Applying learner 'classif.xgboost' on task 'birth.24' (iter 5/5) INFO [22:48:43.375] [mlr3] Finished benchmark INFO [22:48:43.412] [bbotk] Result of batch 2: INFO [22:48:43.415] [bbotk] nrounds eta classif.auc warnings errors runtime_learners INFO [22:48:43.415] [bbotk] 50 -1.726939 0.701619 0 0 8.532 INFO [22:48:43.415] [bbotk] uhash INFO [22:48:43.415] [bbotk] 0be3b2b7-888f-41be-b7f4-187ed36769ed INFO [22:48:43.417] [bbotk] Evaluating 1 configuration(s) INFO [22:48:43.425] [mlr3] Running benchmark with 5 resampling iterations INFO [22:48:43.430] [mlr3] Applying learner 'classif.xgboost' on task 'birth.24' (iter 1/5) INFO [22:48:47.078] [mlr3] Applying learner 'classif.xgboost' on task 'birth.24' (iter 2/5) INFO [22:48:50.459] [mlr3] Applying learner 'classif.xgboost' on task 'birth.24' (iter 3/5) INFO [22:48:53.627] [mlr3] Applying learner 'classif.xgboost' on task 'birth.24' (iter 4/5) INFO [22:48:56.682] [mlr3] Applying learner 'classif.xgboost' on task 'birth.24' (iter 5/5) INFO [22:49:00.308] [mlr3] Finished benchmark INFO [22:49:00.345] [bbotk] Result of batch 3: INFO [22:49:00.347] [bbotk] nrounds eta classif.auc warnings errors runtime_learners INFO [22:49:00.347] [bbotk] 100 -5.180816 0.6963863 0 0 16.796 INFO [22:49:00.347] [bbotk] uhash INFO [22:49:00.347] [bbotk] 70928d64-5cf3-4783-b939-85064e89534b INFO [22:49:00.349] [bbotk] Evaluating 1 configuration(s) INFO [22:49:00.356] [mlr3] Running benchmark with 5 resampling iterations INFO [22:49:00.362] [mlr3] Applying learner 'classif.xgboost' on task 'birth.24' (iter 1/5) INFO [22:49:00.483] [mlr3] Applying learner 'classif.xgboost' on task 'birth.24' (iter 2/5) INFO [22:49:00.603] [mlr3] Applying learner 'classif.xgboost' on task 'birth.24' (iter 3/5) INFO [22:49:00.709] [mlr3] Applying learner 'classif.xgboost' on task 'birth.24' (iter 4/5) INFO [22:49:00.820] [mlr3] Applying learner 'classif.xgboost' on task 'birth.24' (iter 5/5) INFO [22:49:00.940] [mlr3] Finished benchmark INFO [22:49:00.974] [bbotk] Result of batch 4: INFO [22:49:00.976] [bbotk] nrounds eta classif.auc warnings errors runtime_learners INFO [22:49:00.976] [bbotk] 1 -6.907755 0.6806568 0 0 0.52 INFO [22:49:00.976] [bbotk] uhash INFO [22:49:00.976] [bbotk] fbdb5e0b-45b5-49b3-8fd4-5544d55663b8 INFO [22:49:00.977] [bbotk] Evaluating 1 configuration(s) INFO [22:49:00.985] [mlr3] Running benchmark with 5 resampling iterations INFO [22:49:00.990] [mlr3] Applying learner 'classif.xgboost' on task 'birth.24' (iter 1/5) INFO [22:49:01.876] [mlr3] Applying learner 'classif.xgboost' on task 'birth.24' (iter 2/5) INFO [22:49:02.747] [mlr3] Applying learner 'classif.xgboost' on task 'birth.24' (iter 3/5) INFO [22:49:03.614] [mlr3] Applying learner 'classif.xgboost' on task 'birth.24' (iter 4/5) INFO [22:49:04.475] [mlr3] Applying learner 'classif.xgboost' on task 'birth.24' (iter 5/5) INFO [22:49:05.369] [mlr3] Finished benchmark INFO [22:49:05.403] [bbotk] Result of batch 5: INFO [22:49:05.406] [bbotk] nrounds eta classif.auc warnings errors runtime_learners INFO [22:49:05.406] [bbotk] 25 0 0.6418544 0 0 4.312 INFO [22:49:05.406] [bbotk] uhash INFO [22:49:05.406] [bbotk] eb668199-3e4b-4e6b-badd-8cab4e69eab3 INFO [22:49:05.407] [bbotk] Evaluating 1 configuration(s) INFO [22:49:05.414] [mlr3] Running benchmark with 5 resampling iterations INFO [22:49:05.419] [mlr3] Applying learner 'classif.xgboost' on task 'birth.24' (iter 1/5) INFO [22:49:05.541] [mlr3] Applying learner 'classif.xgboost' on task 'birth.24' (iter 2/5) INFO [22:49:05.653] [mlr3] Applying learner 'classif.xgboost' on task 'birth.24' (iter 3/5) INFO [22:49:05.763] [mlr3] Applying learner 'classif.xgboost' on task 'birth.24' (iter 4/5) INFO [22:49:05.873] [mlr3] Applying learner 'classif.xgboost' on task 'birth.24' (iter 5/5) INFO [22:49:05.993] [mlr3] Finished benchmark INFO [22:49:06.026] [bbotk] Result of batch 6: INFO [22:49:06.029] [bbotk] nrounds eta classif.auc warnings errors runtime_learners INFO [22:49:06.029] [bbotk] 1 -5.180816 0.6806568 0 0 0.51 INFO [22:49:06.029] [bbotk] uhash INFO [22:49:06.029] [bbotk] eb9cee3c-9dc9-4ed8-af1f-6221914243d6 INFO [22:49:06.030] [bbotk] Evaluating 1 configuration(s) INFO [22:49:06.043] [mlr3] Running benchmark with 5 resampling iterations INFO [22:49:06.048] [mlr3] Applying learner 'classif.xgboost' on task 'birth.24' (iter 1/5) INFO [22:49:09.342] [mlr3] Applying learner 'classif.xgboost' on task 'birth.24' (iter 2/5) INFO [22:49:12.456] [mlr3] Applying learner 'classif.xgboost' on task 'birth.24' (iter 3/5) INFO [22:49:14.862] [mlr3] Applying learner 'classif.xgboost' on task 'birth.24' (iter 4/5) INFO [22:49:17.615] [mlr3] Applying learner 'classif.xgboost' on task 'birth.24' (iter 5/5) INFO [22:49:20.964] [mlr3] Finished benchmark INFO [22:49:20.998] [bbotk] Result of batch 7: INFO [22:49:21.000] [bbotk] nrounds eta classif.auc warnings errors runtime_learners INFO [22:49:21.000] [bbotk] 100 -6.907755 0.6824523 0 0 14.838 INFO [22:49:21.000] [bbotk] uhash INFO [22:49:21.000] [bbotk] fbabf321-6c59-44c8-87c1-101b8c6fc7ef INFO [22:49:21.001] [bbotk] Evaluating 1 configuration(s) INFO [22:49:21.009] [mlr3] Running benchmark with 5 resampling iterations INFO [22:49:21.014] [mlr3] Applying learner 'classif.xgboost' on task 'birth.24' (iter 1/5) INFO [22:49:22.864] [mlr3] Applying learner 'classif.xgboost' on task 'birth.24' (iter 2/5) INFO [22:49:24.636] [mlr3] Applying learner 'classif.xgboost' on task 'birth.24' (iter 3/5) INFO [22:49:26.351] [mlr3] Applying learner 'classif.xgboost' on task 'birth.24' (iter 4/5) INFO [22:49:28.048] [mlr3] Applying learner 'classif.xgboost' on task 'birth.24' (iter 5/5) INFO [22:49:29.881] [mlr3] Finished benchmark INFO [22:49:29.917] [bbotk] Result of batch 8: INFO [22:49:29.919] [bbotk] nrounds eta classif.auc warnings errors runtime_learners INFO [22:49:29.919] [bbotk] 50 -3.453878 0.7088655 0 0 8.804 INFO [22:49:29.919] [bbotk] uhash INFO [22:49:29.919] [bbotk] 97e900a2-6329-4966-9a91-d6c5d3059f17 INFO [22:49:29.920] [bbotk] Evaluating 1 configuration(s) INFO [22:49:29.928] [mlr3] Running benchmark with 5 resampling iterations INFO [22:49:29.933] [mlr3] Applying learner 'classif.xgboost' on task 'birth.24' (iter 1/5) INFO [22:49:30.057] [mlr3] Applying learner 'classif.xgboost' on task 'birth.24' (iter 2/5) INFO [22:49:30.169] [mlr3] Applying learner 'classif.xgboost' on task 'birth.24' (iter 3/5) INFO [22:49:30.280] [mlr3] Applying learner 'classif.xgboost' on task 'birth.24' (iter 4/5) INFO [22:49:30.390] [mlr3] Applying learner 'classif.xgboost' on task 'birth.24' (iter 5/5) INFO [22:49:30.511] [mlr3] Finished benchmark INFO [22:49:30.543] [bbotk] Result of batch 9: INFO [22:49:30.546] [bbotk] nrounds eta classif.auc warnings errors runtime_learners INFO [22:49:30.546] [bbotk] 1 -1.726939 0.6806568 0 0 0.517 INFO [22:49:30.546] [bbotk] uhash INFO [22:49:30.546] [bbotk] 17144d38-099e-46c2-9636-766403d07e89 INFO [22:49:30.547] [bbotk] Evaluating 1 configuration(s) INFO [22:49:30.554] [mlr3] Running benchmark with 5 resampling iterations INFO [22:49:30.559] [mlr3] Applying learner 'classif.xgboost' on task 'birth.24' (iter 1/5) INFO [22:49:31.441] [mlr3] Applying learner 'classif.xgboost' on task 'birth.24' (iter 2/5) INFO [22:49:32.221] [mlr3] Applying learner 'classif.xgboost' on task 'birth.24' (iter 3/5) INFO [22:49:32.809] [mlr3] Applying learner 'classif.xgboost' on task 'birth.24' (iter 4/5) INFO [22:49:33.535] [mlr3] Applying learner 'classif.xgboost' on task 'birth.24' (iter 5/5) INFO [22:49:34.628] [mlr3] Finished benchmark INFO [22:49:34.662] [bbotk] Result of batch 10: INFO [22:49:34.664] [bbotk] nrounds eta classif.auc warnings errors runtime_learners INFO [22:49:34.664] [bbotk] 25 -6.907755 0.6810886 0 0 4.007 INFO [22:49:34.664] [bbotk] uhash INFO [22:49:34.664] [bbotk] 3ff19e78-8077-4b95-b78c-9f2115ea15f6 INFO [22:49:34.666] [bbotk] Evaluating 1 configuration(s) INFO [22:49:34.673] [mlr3] Running benchmark with 5 resampling iterations INFO [22:49:34.678] [mlr3] Applying learner 'classif.xgboost' on task 'birth.24' (iter 1/5) INFO [22:49:36.455] [mlr3] Applying learner 'classif.xgboost' on task 'birth.24' (iter 2/5) INFO [22:49:38.119] [mlr3] Applying learner 'classif.xgboost' on task 'birth.24' (iter 3/5) INFO [22:49:39.555] [mlr3] Applying learner 'classif.xgboost' on task 'birth.24' (iter 4/5) INFO [22:49:41.039] [mlr3] Applying learner 'classif.xgboost' on task 'birth.24' (iter 5/5) INFO [22:49:42.847] [mlr3] Finished benchmark INFO [22:49:42.884] [bbotk] Result of batch 11: INFO [22:49:42.886] [bbotk] nrounds eta classif.auc warnings errors runtime_learners INFO [22:49:42.886] [bbotk] 50 -5.180816 0.6871779 0 0 8.108 INFO [22:49:42.886] [bbotk] uhash INFO [22:49:42.886] [bbotk] 517b8c0c-b5ba-44e6-833d-65e45413e2b3 INFO [22:49:42.887] [bbotk] Evaluating 1 configuration(s) INFO [22:49:42.895] [mlr3] Running benchmark with 5 resampling iterations INFO [22:49:42.901] [mlr3] Applying learner 'classif.xgboost' on task 'birth.24' (iter 1/5) INFO [22:49:43.022] [mlr3] Applying learner 'classif.xgboost' on task 'birth.24' (iter 2/5) INFO [22:49:43.140] [mlr3] Applying learner 'classif.xgboost' on task 'birth.24' (iter 3/5) INFO [22:49:43.244] [mlr3] Applying learner 'classif.xgboost' on task 'birth.24' (iter 4/5) INFO [22:49:43.356] [mlr3] Applying learner 'classif.xgboost' on task 'birth.24' (iter 5/5) INFO [22:49:43.475] [mlr3] Finished benchmark INFO [22:49:43.508] [bbotk] Result of batch 12: INFO [22:49:43.511] [bbotk] nrounds eta classif.auc warnings errors runtime_learners INFO [22:49:43.511] [bbotk] 1 0 0.6806568 0 0 0.517 INFO [22:49:43.511] [bbotk] uhash INFO [22:49:43.511] [bbotk] 28d7ec2f-12d4-41fb-8129-e655e8de44d9 INFO [22:49:43.512] [bbotk] Evaluating 1 configuration(s) INFO [22:49:43.519] [mlr3] Running benchmark with 5 resampling iterations INFO [22:49:43.524] [mlr3] Applying learner 'classif.xgboost' on task 'birth.24' (iter 1/5) INFO [22:49:45.199] [mlr3] Applying learner 'classif.xgboost' on task 'birth.24' (iter 2/5) INFO [22:49:46.738] [mlr3] Applying learner 'classif.xgboost' on task 'birth.24' (iter 3/5) INFO [22:49:47.900] [mlr3] Applying learner 'classif.xgboost' on task 'birth.24' (iter 4/5) INFO [22:49:49.287] [mlr3] Applying learner 'classif.xgboost' on task 'birth.24' (iter 5/5) INFO [22:49:50.971] [mlr3] Finished benchmark INFO [22:49:51.009] [bbotk] Result of batch 13: INFO [22:49:51.011] [bbotk] nrounds eta classif.auc warnings errors runtime_learners INFO [22:49:51.011] [bbotk] 50 -6.907755 0.6818237 0 0 7.388 INFO [22:49:51.011] [bbotk] uhash INFO [22:49:51.011] [bbotk] 790bd2cc-b0ef-4429-9e5b-b8ee4ffeb6ef INFO [22:49:51.013] [bbotk] Evaluating 1 configuration(s) INFO [22:49:51.020] [mlr3] Running benchmark with 5 resampling iterations INFO [22:49:51.025] [mlr3] Applying learner 'classif.xgboost' on task 'birth.24' (iter 1/5) INFO [22:49:51.142] [mlr3] Applying learner 'classif.xgboost' on task 'birth.24' (iter 2/5) INFO [22:49:51.261] [mlr3] Applying learner 'classif.xgboost' on task 'birth.24' (iter 3/5) INFO [22:49:51.367] [mlr3] Applying learner 'classif.xgboost' on task 'birth.24' (iter 4/5) INFO [22:49:51.484] [mlr3] Applying learner 'classif.xgboost' on task 'birth.24' (iter 5/5) INFO [22:49:51.599] [mlr3] Finished benchmark INFO [22:49:51.633] [bbotk] Result of batch 14: INFO [22:49:51.636] [bbotk] nrounds eta classif.auc warnings errors runtime_learners INFO [22:49:51.636] [bbotk] 1 -3.453878 0.6806568 0 0 0.505 INFO [22:49:51.636] [bbotk] uhash INFO [22:49:51.636] [bbotk] 42ac5a49-967c-4ce3-9837-21dd37b793ef INFO [22:49:51.637] [bbotk] Evaluating 1 configuration(s) INFO [22:49:51.644] [mlr3] Running benchmark with 5 resampling iterations INFO [22:49:51.649] [mlr3] Applying learner 'classif.xgboost' on task 'birth.24' (iter 1/5) INFO [22:49:54.379] [mlr3] Applying learner 'classif.xgboost' on task 'birth.24' (iter 2/5) INFO [22:49:56.895] [mlr3] Applying learner 'classif.xgboost' on task 'birth.24' (iter 3/5) INFO [22:49:59.158] [mlr3] Applying learner 'classif.xgboost' on task 'birth.24' (iter 4/5) INFO [22:50:01.414] [mlr3] Applying learner 'classif.xgboost' on task 'birth.24' (iter 5/5) INFO [22:50:04.132] [mlr3] Finished benchmark INFO [22:50:04.166] [bbotk] Result of batch 15: INFO [22:50:04.169] [bbotk] nrounds eta classif.auc warnings errors runtime_learners INFO [22:50:04.169] [bbotk] 75 -5.180816 0.6906442 0 0 12.422 INFO [22:50:04.169] [bbotk] uhash INFO [22:50:04.169] [bbotk] 87b7195b-03ff-4fb3-ad9c-cc5fe45b2cc7 INFO [22:50:04.170] [bbotk] Evaluating 1 configuration(s) INFO [22:50:04.178] [mlr3] Running benchmark with 5 resampling iterations INFO [22:50:04.183] [mlr3] Applying learner 'classif.xgboost' on task 'birth.24' (iter 1/5) INFO [22:50:05.165] [mlr3] Applying learner 'classif.xgboost' on task 'birth.24' (iter 2/5) INFO [22:50:06.087] [mlr3] Applying learner 'classif.xgboost' on task 'birth.24' (iter 3/5) INFO [22:50:06.962] [mlr3] Applying learner 'classif.xgboost' on task 'birth.24' (iter 4/5) INFO [22:50:07.828] [mlr3] Applying learner 'classif.xgboost' on task 'birth.24' (iter 5/5) INFO [22:50:08.790] [mlr3] Finished benchmark INFO [22:50:08.828] [bbotk] Result of batch 16: INFO [22:50:08.831] [bbotk] nrounds eta classif.auc warnings errors runtime_learners INFO [22:50:08.831] [bbotk] 25 -3.453878 0.7018847 0 0 4.544 INFO [22:50:08.831] [bbotk] uhash INFO [22:50:08.831] [bbotk] 59af49f3-b791-405f-8e00-1f3ef665e7c4 INFO [22:50:08.832] [bbotk] Evaluating 1 configuration(s) INFO [22:50:08.840] [mlr3] Running benchmark with 5 resampling iterations INFO [22:50:08.845] [mlr3] Applying learner 'classif.xgboost' on task 'birth.24' (iter 1/5) INFO [22:50:12.306] [mlr3] Applying learner 'classif.xgboost' on task 'birth.24' (iter 2/5) INFO [22:50:15.680] [mlr3] Applying learner 'classif.xgboost' on task 'birth.24' (iter 3/5) INFO [22:50:19.038] [mlr3] Applying learner 'classif.xgboost' on task 'birth.24' (iter 4/5) INFO [22:50:22.381] [mlr3] Applying learner 'classif.xgboost' on task 'birth.24' (iter 5/5) INFO [22:50:25.845] [mlr3] Finished benchmark INFO [22:50:25.883] [bbotk] Result of batch 17: INFO [22:50:25.885] [bbotk] nrounds eta classif.auc warnings errors runtime_learners INFO [22:50:25.885] [bbotk] 100 -3.453878 0.7127598 0 0 16.939 INFO [22:50:25.885] [bbotk] uhash INFO [22:50:25.885] [bbotk] 1e4436cc-85f6-4528-a84f-3d482b48a0ff INFO [22:50:25.887] [bbotk] Evaluating 1 configuration(s) INFO [22:50:25.894] [mlr3] Running benchmark with 5 resampling iterations INFO [22:50:25.900] [mlr3] Applying learner 'classif.xgboost' on task 'birth.24' (iter 1/5) INFO [22:50:28.563] [mlr3] Applying learner 'classif.xgboost' on task 'birth.24' (iter 2/5) INFO [22:50:31.126] [mlr3] Applying learner 'classif.xgboost' on task 'birth.24' (iter 3/5) INFO [22:50:33.636] [mlr3] Applying learner 'classif.xgboost' on task 'birth.24' (iter 4/5) INFO [22:50:36.169] [mlr3] Applying learner 'classif.xgboost' on task 'birth.24' (iter 5/5) INFO [22:50:38.823] [mlr3] Finished benchmark INFO [22:50:38.859] [bbotk] Result of batch 18: INFO [22:50:39.256] [bbotk] nrounds eta classif.auc warnings errors runtime_learners INFO [22:50:39.256] [bbotk] 75 -3.453878 0.7132899 0 0 12.866 INFO [22:50:39.256] [bbotk] uhash INFO [22:50:39.256] [bbotk] c023629f-4468-4c9f-89a3-df7febe42fa2 INFO [22:50:39.258] [bbotk] Evaluating 1 configuration(s) INFO [22:50:39.265] [mlr3] Running benchmark with 5 resampling iterations INFO [22:50:39.270] [mlr3] Applying learner 'classif.xgboost' on task 'birth.24' (iter 1/5) INFO [22:50:40.168] [mlr3] Applying learner 'classif.xgboost' on task 'birth.24' (iter 2/5) INFO [22:50:41.025] [mlr3] Applying learner 'classif.xgboost' on task 'birth.24' (iter 3/5) INFO [22:50:41.732] [mlr3] Applying learner 'classif.xgboost' on task 'birth.24' (iter 4/5) INFO [22:50:42.491] [mlr3] Applying learner 'classif.xgboost' on task 'birth.24' (iter 5/5) INFO [22:50:43.411] [mlr3] Finished benchmark INFO [22:50:43.445] [bbotk] Result of batch 19: INFO [22:50:43.448] [bbotk] nrounds eta classif.auc warnings errors runtime_learners INFO [22:50:43.448] [bbotk] 25 -5.180816 0.6828812 0 0 4.079 INFO [22:50:43.448] [bbotk] uhash INFO [22:50:43.448] [bbotk] 3a3799bc-d385-4685-8658-10df8b36a8d6 INFO [22:50:43.449] [bbotk] Evaluating 1 configuration(s) INFO [22:50:43.456] [mlr3] Running benchmark with 5 resampling iterations INFO [22:50:43.462] [mlr3] Applying learner 'classif.xgboost' on task 'birth.24' (iter 1/5) INFO [22:50:45.116] [mlr3] Applying learner 'classif.xgboost' on task 'birth.24' (iter 2/5) INFO [22:50:46.763] [mlr3] Applying learner 'classif.xgboost' on task 'birth.24' (iter 3/5) INFO [22:50:48.413] [mlr3] Applying learner 'classif.xgboost' on task 'birth.24' (iter 4/5) INFO [22:50:50.063] [mlr3] Applying learner 'classif.xgboost' on task 'birth.24' (iter 5/5) INFO [22:50:51.947] [mlr3] Finished benchmark INFO [22:50:51.981] [bbotk] Result of batch 20: INFO [22:50:51.983] [bbotk] nrounds eta classif.auc warnings errors runtime_learners INFO [22:50:51.983] [bbotk] 50 0 0.622789 0 0 8.426 INFO [22:50:51.983] [bbotk] uhash INFO [22:50:51.983] [bbotk] 77e494a0-ff09-470c-bd03-03e92a293fac INFO [22:50:51.984] [bbotk] Evaluating 1 configuration(s) INFO [22:50:51.992] [mlr3] Running benchmark with 5 resampling iterations INFO [22:50:51.997] [mlr3] Applying learner 'classif.xgboost' on task 'birth.24' (iter 1/5) INFO [22:50:54.470] [mlr3] Applying learner 'classif.xgboost' on task 'birth.24' (iter 2/5) INFO [22:50:56.776] [mlr3] Applying learner 'classif.xgboost' on task 'birth.24' (iter 3/5) INFO [22:50:58.570] [mlr3] Applying learner 'classif.xgboost' on task 'birth.24' (iter 4/5) INFO [22:51:00.635] [mlr3] Applying learner 'classif.xgboost' on task 'birth.24' (iter 5/5) INFO [22:51:03.145] [mlr3] Finished benchmark INFO [22:51:03.184] [bbotk] Result of batch 21: INFO [22:51:03.187] [bbotk] nrounds eta classif.auc warnings errors runtime_learners INFO [22:51:03.187] [bbotk] 75 -6.907755 0.6820695 0 0 11.089 INFO [22:51:03.187] [bbotk] uhash INFO [22:51:03.187] [bbotk] 9b0489fc-0eb9-49be-8b40-24ccf90e63fa INFO [22:51:03.188] [bbotk] Evaluating 1 configuration(s) INFO [22:51:03.196] [mlr3] Running benchmark with 5 resampling iterations INFO [22:51:03.202] [mlr3] Applying learner 'classif.xgboost' on task 'birth.24' (iter 1/5) INFO [22:51:06.436] [mlr3] Applying learner 'classif.xgboost' on task 'birth.24' (iter 2/5) INFO [22:51:09.639] [mlr3] Applying learner 'classif.xgboost' on task 'birth.24' (iter 3/5) INFO [22:51:12.857] [mlr3] Applying learner 'classif.xgboost' on task 'birth.24' (iter 4/5) INFO [22:51:16.109] [mlr3] Applying learner 'classif.xgboost' on task 'birth.24' (iter 5/5) INFO [22:51:19.338] [mlr3] Finished benchmark INFO [22:51:19.372] [bbotk] Result of batch 22: INFO [22:51:19.375] [bbotk] nrounds eta classif.auc warnings errors runtime_learners INFO [22:51:19.375] [bbotk] 100 0 0.6146714 0 0 16.079 INFO [22:51:19.375] [bbotk] uhash INFO [22:51:19.375] [bbotk] 5ca80f2b-1012-464a-b860-b29c65d91819 INFO [22:51:19.376] [bbotk] Evaluating 1 configuration(s) INFO [22:51:19.383] [mlr3] Running benchmark with 5 resampling iterations INFO [22:51:19.388] [mlr3] Applying learner 'classif.xgboost' on task 'birth.24' (iter 1/5) INFO [22:51:21.836] [mlr3] Applying learner 'classif.xgboost' on task 'birth.24' (iter 2/5) INFO [22:51:24.258] [mlr3] Applying learner 'classif.xgboost' on task 'birth.24' (iter 3/5) INFO [22:51:26.698] [mlr3] Applying learner 'classif.xgboost' on task 'birth.24' (iter 4/5) INFO [22:51:29.123] [mlr3] Applying learner 'classif.xgboost' on task 'birth.24' (iter 5/5) INFO [22:51:31.567] [mlr3] Finished benchmark INFO [22:51:31.607] [bbotk] Result of batch 23: INFO [22:51:31.609] [bbotk] nrounds eta classif.auc warnings errors runtime_learners INFO [22:51:31.609] [bbotk] 75 -1.726939 0.6894708 0 0 12.109 INFO [22:51:31.609] [bbotk] uhash INFO [22:51:31.609] [bbotk] 5f61c24e-8e3c-4c40-8e1f-b0b4206af950 INFO [22:51:31.610] [bbotk] Evaluating 1 configuration(s) INFO [22:51:31.618] [mlr3] Running benchmark with 5 resampling iterations INFO [22:51:31.623] [mlr3] Applying learner 'classif.xgboost' on task 'birth.24' (iter 1/5) INFO [22:51:34.072] [mlr3] Applying learner 'classif.xgboost' on task 'birth.24' (iter 2/5) INFO [22:51:36.506] [mlr3] Applying learner 'classif.xgboost' on task 'birth.24' (iter 3/5) INFO [22:51:38.945] [mlr3] Applying learner 'classif.xgboost' on task 'birth.24' (iter 4/5) INFO [22:51:41.384] [mlr3] Applying learner 'classif.xgboost' on task 'birth.24' (iter 5/5) INFO [22:51:43.832] [mlr3] Finished benchmark INFO [22:51:43.870] [bbotk] Result of batch 24: INFO [22:51:43.873] [bbotk] nrounds eta classif.auc warnings errors runtime_learners INFO [22:51:43.873] [bbotk] 75 0 0.6156672 0 0 12.151 INFO [22:51:43.873] [bbotk] uhash INFO [22:51:43.873] [bbotk] ffe93b95-5ab7-45e0-ac97-7c1bd36d678d INFO [22:51:43.874] [bbotk] Evaluating 1 configuration(s) INFO [22:51:43.881] [mlr3] Running benchmark with 5 resampling iterations INFO [22:51:43.886] [mlr3] Applying learner 'classif.xgboost' on task 'birth.24' (iter 1/5) INFO [22:51:47.078] [mlr3] Applying learner 'classif.xgboost' on task 'birth.24' (iter 2/5) INFO [22:51:50.239] [mlr3] Applying learner 'classif.xgboost' on task 'birth.24' (iter 3/5) INFO [22:51:53.445] [mlr3] Applying learner 'classif.xgboost' on task 'birth.24' (iter 4/5) INFO [22:51:56.635] [mlr3] Applying learner 'classif.xgboost' on task 'birth.24' (iter 5/5) INFO [22:51:59.850] [mlr3] Finished benchmark INFO [22:51:59.885] [bbotk] Result of batch 25: INFO [22:51:59.887] [bbotk] nrounds eta classif.auc warnings errors runtime_learners INFO [22:51:59.887] [bbotk] 100 -1.726939 0.6772991 0 0 15.9 INFO [22:51:59.887] [bbotk] uhash INFO [22:51:59.887] [bbotk] e20df593-ad99-4ac7-9ef9-36a5a7c30afb INFO [22:51:59.892] [bbotk] Finished optimizing after 25 evaluation(s) INFO [22:51:59.893] [bbotk] Result: INFO [22:51:59.895] [bbotk] nrounds eta learner_param_vals x_domain classif.auc INFO [22:51:59.895] [bbotk] INFO [22:51:59.895] [bbotk] 75 -3.453878 0.7132899 ### [bt]: Job terminated successfully [batchtools job.id=427] ### [bt]: Calculation finished!