### [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=2414] ### [bt]: Generating problem instance for problem 'cbb04f4e5a83a824' ... ### [bt]: Applying algorithm 'run_learner' on problem 'cbb04f4e5a83a824' for job 2414 (seed = 2415) ... INFO [12:01:18.629] [mlr3] Applying learner 'classif.xgboost' on task 'all.364' (iter 14/60) INFO [12:01:20.119] [bbotk] Starting to optimize 2 parameter(s) with '' and '' INFO [12:01:20.174] [bbotk] Evaluating 1 configuration(s) INFO [12:01:20.187] [mlr3] Running benchmark with 5 resampling iterations INFO [12:01:20.229] [mlr3] Applying learner 'classif.xgboost' on task 'all.364' (iter 1/5) INFO [12:01:41.475] [mlr3] Applying learner 'classif.xgboost' on task 'all.364' (iter 2/5) INFO [12:02:02.409] [mlr3] Applying learner 'classif.xgboost' on task 'all.364' (iter 3/5) INFO [12:02:23.536] [mlr3] Applying learner 'classif.xgboost' on task 'all.364' (iter 4/5) INFO [12:02:44.317] [mlr3] Applying learner 'classif.xgboost' on task 'all.364' (iter 5/5) INFO [12:03:04.971] [mlr3] Finished benchmark INFO [12:03:05.018] [bbotk] Result of batch 1: INFO [12:03:05.022] [bbotk] nrounds eta classif.auc warnings errors runtime_learners INFO [12:03:05.022] [bbotk] 50 0 0.9538749 0 0 104.618 INFO [12:03:05.022] [bbotk] uhash INFO [12:03:05.022] [bbotk] d6f70822-3072-4319-b5db-344f7777268f INFO [12:03:05.024] [bbotk] Evaluating 1 configuration(s) INFO [12:03:05.045] [mlr3] Running benchmark with 5 resampling iterations INFO [12:03:05.051] [mlr3] Applying learner 'classif.xgboost' on task 'all.364' (iter 1/5) INFO [12:03:24.269] [mlr3] Applying learner 'classif.xgboost' on task 'all.364' (iter 2/5) INFO [12:03:43.744] [mlr3] Applying learner 'classif.xgboost' on task 'all.364' (iter 3/5) INFO [12:04:03.438] [mlr3] Applying learner 'classif.xgboost' on task 'all.364' (iter 4/5) INFO [12:04:22.508] [mlr3] Applying learner 'classif.xgboost' on task 'all.364' (iter 5/5) INFO [12:04:42.319] [mlr3] Finished benchmark INFO [12:04:42.359] [bbotk] Result of batch 2: INFO [12:04:42.362] [bbotk] nrounds eta classif.auc warnings errors runtime_learners INFO [12:04:42.362] [bbotk] 50 -6.907755 0.9471428 0 0 97.177 INFO [12:04:42.362] [bbotk] uhash INFO [12:04:42.362] [bbotk] a8c29009-846b-46aa-a2d6-a085660e1c87 INFO [12:04:42.363] [bbotk] Evaluating 1 configuration(s) INFO [12:04:42.372] [mlr3] Running benchmark with 5 resampling iterations INFO [12:04:42.378] [mlr3] Applying learner 'classif.xgboost' on task 'all.364' (iter 1/5) INFO [12:05:22.580] [mlr3] Applying learner 'classif.xgboost' on task 'all.364' (iter 2/5) INFO [12:06:02.972] [mlr3] Applying learner 'classif.xgboost' on task 'all.364' (iter 3/5) INFO [12:06:43.124] [mlr3] Applying learner 'classif.xgboost' on task 'all.364' (iter 4/5) INFO [12:07:23.232] [mlr3] Applying learner 'classif.xgboost' on task 'all.364' (iter 5/5) INFO [12:08:03.661] [mlr3] Finished benchmark INFO [12:08:03.709] [bbotk] Result of batch 3: INFO [12:08:03.712] [bbotk] nrounds eta classif.auc warnings errors runtime_learners INFO [12:08:03.712] [bbotk] 100 -1.726939 0.9673403 0 0 201.19 INFO [12:08:03.712] [bbotk] uhash INFO [12:08:03.712] [bbotk] fee641a8-8f91-4a34-b40e-9b959af1aa64 INFO [12:08:03.713] [bbotk] Evaluating 1 configuration(s) INFO [12:08:03.724] [mlr3] Running benchmark with 5 resampling iterations INFO [12:08:03.732] [mlr3] Applying learner 'classif.xgboost' on task 'all.364' (iter 1/5) INFO [12:08:34.096] [mlr3] Applying learner 'classif.xgboost' on task 'all.364' (iter 2/5) INFO [12:09:04.366] [mlr3] Applying learner 'classif.xgboost' on task 'all.364' (iter 3/5) INFO [12:09:34.815] [mlr3] Applying learner 'classif.xgboost' on task 'all.364' (iter 4/5) INFO [12:10:05.401] [mlr3] Applying learner 'classif.xgboost' on task 'all.364' (iter 5/5) INFO [12:10:35.706] [mlr3] Finished benchmark INFO [12:10:35.749] [bbotk] Result of batch 4: INFO [12:10:35.752] [bbotk] nrounds eta classif.auc warnings errors runtime_learners INFO [12:10:35.752] [bbotk] 75 -1.726939 0.9676477 0 0 151.889 INFO [12:10:35.752] [bbotk] uhash INFO [12:10:35.752] [bbotk] 6c005227-c234-4b01-a392-b9c07ff76c13 INFO [12:10:35.753] [bbotk] Evaluating 1 configuration(s) INFO [12:10:35.763] [mlr3] Running benchmark with 5 resampling iterations INFO [12:10:35.770] [mlr3] Applying learner 'classif.xgboost' on task 'all.364' (iter 1/5) INFO [12:11:06.730] [mlr3] Applying learner 'classif.xgboost' on task 'all.364' (iter 2/5) INFO [12:11:38.027] [mlr3] Applying learner 'classif.xgboost' on task 'all.364' (iter 3/5) INFO [12:12:08.978] [mlr3] Applying learner 'classif.xgboost' on task 'all.364' (iter 4/5) INFO [12:12:39.879] [mlr3] Applying learner 'classif.xgboost' on task 'all.364' (iter 5/5) INFO [12:13:11.100] [mlr3] Finished benchmark INFO [12:13:11.149] [bbotk] Result of batch 5: INFO [12:13:11.152] [bbotk] nrounds eta classif.auc warnings errors runtime_learners INFO [12:13:11.152] [bbotk] 75 0 0.9550699 0 0 155.242 INFO [12:13:11.152] [bbotk] uhash INFO [12:13:11.152] [bbotk] f7b34731-9fac-4757-8d68-fb4c2fc10185 INFO [12:13:11.154] [bbotk] Evaluating 1 configuration(s) INFO [12:13:11.164] [mlr3] Running benchmark with 5 resampling iterations INFO [12:13:11.172] [mlr3] Applying learner 'classif.xgboost' on task 'all.364' (iter 1/5) INFO [12:13:30.979] [mlr3] Applying learner 'classif.xgboost' on task 'all.364' (iter 2/5) INFO [12:13:50.911] [mlr3] Applying learner 'classif.xgboost' on task 'all.364' (iter 3/5) INFO [12:14:10.921] [mlr3] Applying learner 'classif.xgboost' on task 'all.364' (iter 4/5) INFO [12:14:30.434] [mlr3] Applying learner 'classif.xgboost' on task 'all.364' (iter 5/5) INFO [12:14:50.390] [mlr3] Finished benchmark INFO [12:14:50.435] [bbotk] Result of batch 6: INFO [12:14:50.438] [bbotk] nrounds eta classif.auc warnings errors runtime_learners INFO [12:14:50.438] [bbotk] 50 -5.180816 0.9510963 0 0 99.14 INFO [12:14:50.438] [bbotk] uhash INFO [12:14:50.438] [bbotk] cd49e10f-0755-41c5-ada0-3ad196f2c0ff INFO [12:14:50.440] [bbotk] Evaluating 1 configuration(s) INFO [12:14:50.450] [mlr3] Running benchmark with 5 resampling iterations INFO [12:14:50.457] [mlr3] Applying learner 'classif.xgboost' on task 'all.364' (iter 1/5) INFO [12:15:28.754] [mlr3] Applying learner 'classif.xgboost' on task 'all.364' (iter 2/5) INFO [12:16:07.417] [mlr3] Applying learner 'classif.xgboost' on task 'all.364' (iter 3/5) INFO [12:16:45.837] [mlr3] Applying learner 'classif.xgboost' on task 'all.364' (iter 4/5) INFO [12:17:23.093] [mlr3] Applying learner 'classif.xgboost' on task 'all.364' (iter 5/5) INFO [12:18:01.909] [mlr3] Finished benchmark INFO [12:18:01.954] [bbotk] Result of batch 7: INFO [12:18:01.957] [bbotk] nrounds eta classif.auc warnings errors runtime_learners INFO [12:18:01.957] [bbotk] 100 -6.907755 0.9473796 0 0 191.355 INFO [12:18:01.957] [bbotk] uhash INFO [12:18:01.957] [bbotk] 48c66036-dfe9-4e7b-9e1f-aa7ee47ad576 INFO [12:18:01.959] [bbotk] Evaluating 1 configuration(s) INFO [12:18:01.969] [mlr3] Running benchmark with 5 resampling iterations INFO [12:18:01.976] [mlr3] Applying learner 'classif.xgboost' on task 'all.364' (iter 1/5) INFO [12:18:12.189] [mlr3] Applying learner 'classif.xgboost' on task 'all.364' (iter 2/5) INFO [12:18:22.773] [mlr3] Applying learner 'classif.xgboost' on task 'all.364' (iter 3/5) INFO [12:18:33.026] [mlr3] Applying learner 'classif.xgboost' on task 'all.364' (iter 4/5) INFO [12:18:42.980] [mlr3] Applying learner 'classif.xgboost' on task 'all.364' (iter 5/5) INFO [12:18:53.590] [mlr3] Finished benchmark INFO [12:18:53.635] [bbotk] Result of batch 8: INFO [12:18:53.638] [bbotk] nrounds eta classif.auc warnings errors runtime_learners INFO [12:18:53.638] [bbotk] 25 -5.180816 0.9475944 0 0 51.541 INFO [12:18:53.638] [bbotk] uhash INFO [12:18:53.638] [bbotk] 5b64a6ac-d21e-4a20-ab2c-80dfb4a0c089 INFO [12:18:53.640] [bbotk] Evaluating 1 configuration(s) INFO [12:18:53.649] [mlr3] Running benchmark with 5 resampling iterations INFO [12:18:53.657] [mlr3] Applying learner 'classif.xgboost' on task 'all.364' (iter 1/5) INFO [12:18:54.865] [mlr3] Applying learner 'classif.xgboost' on task 'all.364' (iter 2/5) INFO [12:18:56.035] [mlr3] Applying learner 'classif.xgboost' on task 'all.364' (iter 3/5) INFO [12:18:57.488] [mlr3] Applying learner 'classif.xgboost' on task 'all.364' (iter 4/5) INFO [12:18:58.686] [mlr3] Applying learner 'classif.xgboost' on task 'all.364' (iter 5/5) INFO [12:18:59.898] [mlr3] Finished benchmark INFO [12:18:59.935] [bbotk] Result of batch 9: INFO [12:18:59.937] [bbotk] nrounds eta classif.auc warnings errors runtime_learners INFO [12:18:59.937] [bbotk] 1 -1.726939 0.9438726 0 0 6.172 INFO [12:18:59.937] [bbotk] uhash INFO [12:18:59.937] [bbotk] 8bddd504-a540-43f5-bb29-26278c9eb0f8 INFO [12:18:59.939] [bbotk] Evaluating 1 configuration(s) INFO [12:18:59.947] [mlr3] Running benchmark with 5 resampling iterations INFO [12:18:59.952] [mlr3] Applying learner 'classif.xgboost' on task 'all.364' (iter 1/5) INFO [12:19:10.859] [mlr3] Applying learner 'classif.xgboost' on task 'all.364' (iter 2/5) INFO [12:19:21.432] [mlr3] Applying learner 'classif.xgboost' on task 'all.364' (iter 3/5) INFO [12:19:32.006] [mlr3] Applying learner 'classif.xgboost' on task 'all.364' (iter 4/5) INFO [12:19:42.890] [mlr3] Applying learner 'classif.xgboost' on task 'all.364' (iter 5/5) INFO [12:19:53.510] [mlr3] Finished benchmark INFO [12:19:53.552] [bbotk] Result of batch 10: INFO [12:19:53.555] [bbotk] nrounds eta classif.auc warnings errors runtime_learners INFO [12:19:53.555] [bbotk] 25 -1.726939 0.9653627 0 0 53.483 INFO [12:19:53.555] [bbotk] uhash INFO [12:19:53.555] [bbotk] c520d16d-683e-4561-910d-847a72686429 INFO [12:19:53.557] [bbotk] Evaluating 1 configuration(s) INFO [12:19:53.566] [mlr3] Running benchmark with 5 resampling iterations INFO [12:19:53.573] [mlr3] Applying learner 'classif.xgboost' on task 'all.364' (iter 1/5) INFO [12:20:32.887] [mlr3] Applying learner 'classif.xgboost' on task 'all.364' (iter 2/5) INFO [12:21:12.131] [mlr3] Applying learner 'classif.xgboost' on task 'all.364' (iter 3/5) INFO [12:21:51.052] [mlr3] Applying learner 'classif.xgboost' on task 'all.364' (iter 4/5) INFO [12:22:29.966] [mlr3] Applying learner 'classif.xgboost' on task 'all.364' (iter 5/5) INFO [12:23:09.265] [mlr3] Finished benchmark INFO [12:23:09.309] [bbotk] Result of batch 11: INFO [12:23:09.312] [bbotk] nrounds eta classif.auc warnings errors runtime_learners INFO [12:23:09.312] [bbotk] 100 -5.180816 0.95417 0 0 195.598 INFO [12:23:09.312] [bbotk] uhash INFO [12:23:09.312] [bbotk] 7b176496-7979-4639-a56c-6a4f7ed7a17c INFO [12:23:09.313] [bbotk] Evaluating 1 configuration(s) INFO [12:23:09.323] [mlr3] Running benchmark with 5 resampling iterations INFO [12:23:09.329] [mlr3] Applying learner 'classif.xgboost' on task 'all.364' (iter 1/5) INFO [12:23:49.284] [mlr3] Applying learner 'classif.xgboost' on task 'all.364' (iter 2/5) INFO [12:24:29.197] [mlr3] Applying learner 'classif.xgboost' on task 'all.364' (iter 3/5) INFO [12:25:08.991] [mlr3] Applying learner 'classif.xgboost' on task 'all.364' (iter 4/5) INFO [12:25:48.830] [mlr3] Applying learner 'classif.xgboost' on task 'all.364' (iter 5/5) INFO [12:26:28.738] [mlr3] Finished benchmark INFO [12:26:28.787] [bbotk] Result of batch 12: INFO [12:26:28.790] [bbotk] nrounds eta classif.auc warnings errors runtime_learners INFO [12:26:28.790] [bbotk] 100 -3.453878 0.9650456 0 0 199.309 INFO [12:26:28.790] [bbotk] uhash INFO [12:26:28.790] [bbotk] 9dbabaae-c670-45e3-bcba-1467023861c3 INFO [12:26:28.792] [bbotk] Evaluating 1 configuration(s) INFO [12:26:28.802] [mlr3] Running benchmark with 5 resampling iterations INFO [12:26:28.810] [mlr3] Applying learner 'classif.xgboost' on task 'all.364' (iter 1/5) INFO [12:26:57.323] [mlr3] Applying learner 'classif.xgboost' on task 'all.364' (iter 2/5) INFO [12:27:26.359] [mlr3] Applying learner 'classif.xgboost' on task 'all.364' (iter 3/5) INFO [12:27:55.338] [mlr3] Applying learner 'classif.xgboost' on task 'all.364' (iter 4/5) INFO [12:28:23.100] [mlr3] Applying learner 'classif.xgboost' on task 'all.364' (iter 5/5) INFO [12:28:52.332] [mlr3] Finished benchmark INFO [12:28:52.380] [bbotk] Result of batch 13: INFO [12:28:52.383] [bbotk] nrounds eta classif.auc warnings errors runtime_learners INFO [12:28:52.383] [bbotk] 75 -6.907755 0.9475277 0 0 143.429 INFO [12:28:52.383] [bbotk] uhash INFO [12:28:52.383] [bbotk] bb1ea79c-0f5b-4a50-a8aa-d9c92779af74 INFO [12:28:52.384] [bbotk] Evaluating 1 configuration(s) INFO [12:28:52.395] [mlr3] Running benchmark with 5 resampling iterations INFO [12:28:52.403] [mlr3] Applying learner 'classif.xgboost' on task 'all.364' (iter 1/5) INFO [12:29:02.842] [mlr3] Applying learner 'classif.xgboost' on task 'all.364' (iter 2/5) INFO [12:29:13.282] [mlr3] Applying learner 'classif.xgboost' on task 'all.364' (iter 3/5) INFO [12:29:23.989] [mlr3] Applying learner 'classif.xgboost' on task 'all.364' (iter 4/5) INFO [12:29:34.396] [mlr3] Applying learner 'classif.xgboost' on task 'all.364' (iter 5/5) INFO [12:29:44.890] [mlr3] Finished benchmark INFO [12:29:44.936] [bbotk] Result of batch 14: INFO [12:29:44.939] [bbotk] nrounds eta classif.auc warnings errors runtime_learners INFO [12:29:44.939] [bbotk] 25 -3.453878 0.9562502 0 0 52.413 INFO [12:29:44.939] [bbotk] uhash INFO [12:29:44.939] [bbotk] 2d6794db-96ed-43be-9b6f-cb66200674a4 INFO [12:29:44.940] [bbotk] Evaluating 1 configuration(s) INFO [12:29:44.950] [mlr3] Running benchmark with 5 resampling iterations INFO [12:29:44.957] [mlr3] Applying learner 'classif.xgboost' on task 'all.364' (iter 1/5) INFO [12:29:46.175] [mlr3] Applying learner 'classif.xgboost' on task 'all.364' (iter 2/5) INFO [12:29:47.348] [mlr3] Applying learner 'classif.xgboost' on task 'all.364' (iter 3/5) INFO [12:29:48.557] [mlr3] Applying learner 'classif.xgboost' on task 'all.364' (iter 4/5) INFO [12:29:49.747] [mlr3] Applying learner 'classif.xgboost' on task 'all.364' (iter 5/5) INFO [12:29:50.951] [mlr3] Finished benchmark INFO [12:29:50.988] [bbotk] Result of batch 15: INFO [12:29:50.990] [bbotk] nrounds eta classif.auc warnings errors runtime_learners INFO [12:29:50.990] [bbotk] 1 -3.453878 0.9438726 0 0 5.926 INFO [12:29:50.990] [bbotk] uhash INFO [12:29:50.990] [bbotk] 1f95a7ca-c89b-4353-b0b0-4ebe3a100ff1 INFO [12:29:50.992] [bbotk] Evaluating 1 configuration(s) INFO [12:29:51.000] [mlr3] Running benchmark with 5 resampling iterations INFO [12:29:51.005] [mlr3] Applying learner 'classif.xgboost' on task 'all.364' (iter 1/5) INFO [12:30:00.818] [mlr3] Applying learner 'classif.xgboost' on task 'all.364' (iter 2/5) INFO [12:30:10.726] [mlr3] Applying learner 'classif.xgboost' on task 'all.364' (iter 3/5) INFO [12:30:20.933] [mlr3] Applying learner 'classif.xgboost' on task 'all.364' (iter 4/5) INFO [12:30:30.714] [mlr3] Applying learner 'classif.xgboost' on task 'all.364' (iter 5/5) INFO [12:30:41.018] [mlr3] Finished benchmark INFO [12:30:41.058] [bbotk] Result of batch 16: INFO [12:30:41.060] [bbotk] nrounds eta classif.auc warnings errors runtime_learners INFO [12:30:41.060] [bbotk] 25 -6.907755 0.9444608 0 0 49.941 INFO [12:30:41.060] [bbotk] uhash INFO [12:30:41.060] [bbotk] bb0a8b47-ee0f-40fb-b84a-211cbab567a2 INFO [12:30:41.062] [bbotk] Evaluating 1 configuration(s) INFO [12:30:41.071] [mlr3] Running benchmark with 5 resampling iterations INFO [12:30:41.077] [mlr3] Applying learner 'classif.xgboost' on task 'all.364' (iter 1/5) INFO [12:31:10.459] [mlr3] Applying learner 'classif.xgboost' on task 'all.364' (iter 2/5) INFO [12:31:40.052] [mlr3] Applying learner 'classif.xgboost' on task 'all.364' (iter 3/5) INFO [12:32:09.696] [mlr3] Applying learner 'classif.xgboost' on task 'all.364' (iter 4/5) INFO [12:32:38.947] [mlr3] Applying learner 'classif.xgboost' on task 'all.364' (iter 5/5) INFO [12:33:08.577] [mlr3] Finished benchmark INFO [12:33:08.622] [bbotk] Result of batch 17: INFO [12:33:08.625] [bbotk] nrounds eta classif.auc warnings errors runtime_learners INFO [12:33:08.625] [bbotk] 75 -5.180816 0.9532396 0 0 147.417 INFO [12:33:08.625] [bbotk] uhash INFO [12:33:08.625] [bbotk] ea3b36d3-30c8-4eec-8f73-79185fb44e30 INFO [12:33:08.626] [bbotk] Evaluating 1 configuration(s) INFO [12:33:08.636] [mlr3] Running benchmark with 5 resampling iterations INFO [12:33:08.643] [mlr3] Applying learner 'classif.xgboost' on task 'all.364' (iter 1/5) INFO [12:33:09.872] [mlr3] Applying learner 'classif.xgboost' on task 'all.364' (iter 2/5) INFO [12:33:11.042] [mlr3] Applying learner 'classif.xgboost' on task 'all.364' (iter 3/5) INFO [12:33:12.250] [mlr3] Applying learner 'classif.xgboost' on task 'all.364' (iter 4/5) INFO [12:33:13.449] [mlr3] Applying learner 'classif.xgboost' on task 'all.364' (iter 5/5) INFO [12:33:14.681] [mlr3] Finished benchmark INFO [12:33:14.719] [bbotk] Result of batch 18: INFO [12:33:14.721] [bbotk] nrounds eta classif.auc warnings errors runtime_learners INFO [12:33:14.721] [bbotk] 1 -5.180816 0.9438726 0 0 5.967 INFO [12:33:14.721] [bbotk] uhash INFO [12:33:14.721] [bbotk] 9aae4e7f-2d7a-46fb-ab27-f12c6304c316 INFO [12:33:14.722] [bbotk] Evaluating 1 configuration(s) INFO [12:33:14.731] [mlr3] Running benchmark with 5 resampling iterations INFO [12:33:14.736] [mlr3] Applying learner 'classif.xgboost' on task 'all.364' (iter 1/5) INFO [12:33:44.710] [mlr3] Applying learner 'classif.xgboost' on task 'all.364' (iter 2/5) INFO [12:34:14.768] [mlr3] Applying learner 'classif.xgboost' on task 'all.364' (iter 3/5) INFO [12:34:44.732] [mlr3] Applying learner 'classif.xgboost' on task 'all.364' (iter 4/5) INFO [12:35:14.740] [mlr3] Applying learner 'classif.xgboost' on task 'all.364' (iter 5/5) INFO [12:35:44.822] [mlr3] Finished benchmark INFO [12:35:44.867] [bbotk] Result of batch 19: INFO [12:35:44.870] [bbotk] nrounds eta classif.auc warnings errors runtime_learners INFO [12:35:44.870] [bbotk] 75 -3.453878 0.9617732 0 0 149.999 INFO [12:35:44.870] [bbotk] uhash INFO [12:35:44.870] [bbotk] 01abd138-ad38-42eb-ab7a-c2aba2a05c69 INFO [12:35:44.872] [bbotk] Evaluating 1 configuration(s) INFO [12:35:44.882] [mlr3] Running benchmark with 5 resampling iterations INFO [12:35:44.888] [mlr3] Applying learner 'classif.xgboost' on task 'all.364' (iter 1/5) INFO [12:35:46.104] [mlr3] Applying learner 'classif.xgboost' on task 'all.364' (iter 2/5) INFO [12:35:47.281] [mlr3] Applying learner 'classif.xgboost' on task 'all.364' (iter 3/5) INFO [12:35:48.481] [mlr3] Applying learner 'classif.xgboost' on task 'all.364' (iter 4/5) INFO [12:35:49.682] [mlr3] Applying learner 'classif.xgboost' on task 'all.364' (iter 5/5) INFO [12:35:50.895] [mlr3] Finished benchmark INFO [12:35:50.932] [bbotk] Result of batch 20: INFO [12:35:50.935] [bbotk] nrounds eta classif.auc warnings errors runtime_learners INFO [12:35:50.935] [bbotk] 1 0 0.9438726 0 0 5.938 INFO [12:35:50.935] [bbotk] uhash INFO [12:35:50.935] [bbotk] f1a0961a-7d16-4f05-b59a-17fc6321e72d INFO [12:35:50.936] [bbotk] Evaluating 1 configuration(s) INFO [12:35:50.944] [mlr3] Running benchmark with 5 resampling iterations INFO [12:35:50.950] [mlr3] Applying learner 'classif.xgboost' on task 'all.364' (iter 1/5) INFO [12:36:01.610] [mlr3] Applying learner 'classif.xgboost' on task 'all.364' (iter 2/5) INFO [12:36:12.231] [mlr3] Applying learner 'classif.xgboost' on task 'all.364' (iter 3/5) INFO [12:36:22.951] [mlr3] Applying learner 'classif.xgboost' on task 'all.364' (iter 4/5) INFO [12:36:33.595] [mlr3] Applying learner 'classif.xgboost' on task 'all.364' (iter 5/5) INFO [12:36:44.271] [mlr3] Finished benchmark INFO [12:36:44.316] [bbotk] Result of batch 21: INFO [12:36:44.319] [bbotk] nrounds eta classif.auc warnings errors runtime_learners INFO [12:36:44.319] [bbotk] 25 0 0.9498853 0 0 53.244 INFO [12:36:44.319] [bbotk] uhash INFO [12:36:44.319] [bbotk] 471b8ac9-e45a-4cee-92a5-4be0ac20cedc INFO [12:36:44.321] [bbotk] Evaluating 1 configuration(s) INFO [12:36:44.330] [mlr3] Running benchmark with 5 resampling iterations INFO [12:36:44.337] [mlr3] Applying learner 'classif.xgboost' on task 'all.364' (iter 1/5) INFO [12:37:04.876] [mlr3] Applying learner 'classif.xgboost' on task 'all.364' (iter 2/5) INFO [12:37:25.346] [mlr3] Applying learner 'classif.xgboost' on task 'all.364' (iter 3/5) INFO [12:37:46.162] [mlr3] Applying learner 'classif.xgboost' on task 'all.364' (iter 4/5) INFO [12:38:06.579] [mlr3] Applying learner 'classif.xgboost' on task 'all.364' (iter 5/5) INFO [12:38:27.070] [mlr3] Finished benchmark INFO [12:38:27.118] [bbotk] Result of batch 22: INFO [12:38:27.121] [bbotk] nrounds eta classif.auc warnings errors runtime_learners INFO [12:38:27.121] [bbotk] 50 -1.726939 0.9676932 0 0 102.646 INFO [12:38:27.121] [bbotk] uhash INFO [12:38:27.121] [bbotk] d88f7725-d4be-4d22-8212-eca73ffec69b INFO [12:38:27.122] [bbotk] Evaluating 1 configuration(s) INFO [12:38:27.132] [mlr3] Running benchmark with 5 resampling iterations INFO [12:38:27.144] [mlr3] Applying learner 'classif.xgboost' on task 'all.364' (iter 1/5) INFO [12:39:08.552] [mlr3] Applying learner 'classif.xgboost' on task 'all.364' (iter 2/5) INFO [12:39:50.031] [mlr3] Applying learner 'classif.xgboost' on task 'all.364' (iter 3/5) INFO [12:40:31.325] [mlr3] Applying learner 'classif.xgboost' on task 'all.364' (iter 4/5) INFO [12:41:12.622] [mlr3] Applying learner 'classif.xgboost' on task 'all.364' (iter 5/5) INFO [12:41:53.948] [mlr3] Finished benchmark INFO [12:41:53.995] [bbotk] Result of batch 23: INFO [12:41:53.998] [bbotk] nrounds eta classif.auc warnings errors runtime_learners INFO [12:41:53.998] [bbotk] 100 0 0.9559596 0 0 206.722 INFO [12:41:53.998] [bbotk] uhash INFO [12:41:53.998] [bbotk] bc2c5db6-2bbb-49ae-b0fb-bb24d1dc0327 INFO [12:41:53.999] [bbotk] Evaluating 1 configuration(s) INFO [12:41:54.009] [mlr3] Running benchmark with 5 resampling iterations INFO [12:41:54.016] [mlr3] Applying learner 'classif.xgboost' on task 'all.364' (iter 1/5) INFO [12:42:14.244] [mlr3] Applying learner 'classif.xgboost' on task 'all.364' (iter 2/5) INFO [12:42:34.451] [mlr3] Applying learner 'classif.xgboost' on task 'all.364' (iter 3/5) INFO [12:42:54.641] [mlr3] Applying learner 'classif.xgboost' on task 'all.364' (iter 4/5) INFO [12:43:14.868] [mlr3] Applying learner 'classif.xgboost' on task 'all.364' (iter 5/5) INFO [12:43:35.123] [mlr3] Finished benchmark INFO [12:43:35.160] [bbotk] Result of batch 24: INFO [12:43:35.163] [bbotk] nrounds eta classif.auc warnings errors runtime_learners INFO [12:43:35.163] [bbotk] 50 -3.453878 0.9601905 0 0 101.04 INFO [12:43:35.163] [bbotk] uhash INFO [12:43:35.163] [bbotk] 07316946-b3e8-4b3b-ba32-683f9a6db800 INFO [12:43:35.164] [bbotk] Evaluating 1 configuration(s) INFO [12:43:35.172] [mlr3] Running benchmark with 5 resampling iterations INFO [12:43:35.177] [mlr3] Applying learner 'classif.xgboost' on task 'all.364' (iter 1/5) INFO [12:43:36.384] [mlr3] Applying learner 'classif.xgboost' on task 'all.364' (iter 2/5) INFO [12:43:37.550] [mlr3] Applying learner 'classif.xgboost' on task 'all.364' (iter 3/5) INFO [12:43:38.767] [mlr3] Applying learner 'classif.xgboost' on task 'all.364' (iter 4/5) INFO [12:43:39.975] [mlr3] Applying learner 'classif.xgboost' on task 'all.364' (iter 5/5) INFO [12:43:41.187] [mlr3] Finished benchmark INFO [12:43:41.223] [bbotk] Result of batch 25: INFO [12:43:41.226] [bbotk] nrounds eta classif.auc warnings errors runtime_learners INFO [12:43:41.226] [bbotk] 1 -6.907755 0.9438726 0 0 5.945 INFO [12:43:41.226] [bbotk] uhash INFO [12:43:41.226] [bbotk] 14bf4a61-c3eb-4ed1-b732-2254f0e85f8d INFO [12:43:41.231] [bbotk] Finished optimizing after 25 evaluation(s) INFO [12:43:41.232] [bbotk] Result: INFO [12:43:41.234] [bbotk] nrounds eta learner_param_vals x_domain classif.auc INFO [12:43:41.234] [bbotk] INFO [12:43:41.234] [bbotk] 50 -1.726939 0.9676932 ### [bt]: Job terminated successfully [batchtools job.id=2414] ### [bt]: Calculation finished!