### [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=2452] ### [bt]: Generating problem instance for problem 'cbb04f4e5a83a824' ... ### [bt]: Applying algorithm 'run_learner' on problem 'cbb04f4e5a83a824' for job 2452 (seed = 2453) ... INFO [12:01:20.660] [mlr3] Applying learner 'classif.xgboost' on task 'all.364' (iter 52/60) INFO [12:01:22.097] [bbotk] Starting to optimize 2 parameter(s) with '' and '' INFO [12:01:22.148] [bbotk] Evaluating 1 configuration(s) INFO [12:01:22.160] [mlr3] Running benchmark with 5 resampling iterations INFO [12:01:22.201] [mlr3] Applying learner 'classif.xgboost' on task 'all.364' (iter 1/5) INFO [12:01:40.719] [mlr3] Applying learner 'classif.xgboost' on task 'all.364' (iter 2/5) INFO [12:01:58.096] [mlr3] Applying learner 'classif.xgboost' on task 'all.364' (iter 3/5) INFO [12:02:15.642] [mlr3] Applying learner 'classif.xgboost' on task 'all.364' (iter 4/5) INFO [12:02:33.509] [mlr3] Applying learner 'classif.xgboost' on task 'all.364' (iter 5/5) INFO [12:02:49.353] [mlr3] Finished benchmark INFO [12:02:49.402] [bbotk] Result of batch 1: INFO [12:02:49.407] [bbotk] nrounds eta classif.auc warnings errors runtime_learners INFO [12:02:49.407] [bbotk] 75 -6.907755 0.9360476 0 0 87.053 INFO [12:02:49.407] [bbotk] uhash INFO [12:02:49.407] [bbotk] f2de4a7e-f7b6-4d44-837c-59f7bd1b2ef1 INFO [12:02:49.409] [bbotk] Evaluating 1 configuration(s) INFO [12:02:49.431] [mlr3] Running benchmark with 5 resampling iterations INFO [12:02:49.439] [mlr3] Applying learner 'classif.xgboost' on task 'all.364' (iter 1/5) INFO [12:03:08.283] [mlr3] Applying learner 'classif.xgboost' on task 'all.364' (iter 2/5) INFO [12:03:26.859] [mlr3] Applying learner 'classif.xgboost' on task 'all.364' (iter 3/5) INFO [12:03:45.407] [mlr3] Applying learner 'classif.xgboost' on task 'all.364' (iter 4/5) INFO [12:04:03.923] [mlr3] Applying learner 'classif.xgboost' on task 'all.364' (iter 5/5) INFO [12:04:22.713] [mlr3] Finished benchmark INFO [12:04:22.750] [bbotk] Result of batch 2: INFO [12:04:22.753] [bbotk] nrounds eta classif.auc warnings errors runtime_learners INFO [12:04:22.753] [bbotk] 75 -1.726939 0.9643234 0 0 93.191 INFO [12:04:22.753] [bbotk] uhash INFO [12:04:22.753] [bbotk] 1e22d8af-e308-4e5f-8966-4074129630aa INFO [12:04:22.754] [bbotk] Evaluating 1 configuration(s) INFO [12:04:22.763] [mlr3] Running benchmark with 5 resampling iterations INFO [12:04:22.768] [mlr3] Applying learner 'classif.xgboost' on task 'all.364' (iter 1/5) INFO [12:04:29.161] [mlr3] Applying learner 'classif.xgboost' on task 'all.364' (iter 2/5) INFO [12:04:35.064] [mlr3] Applying learner 'classif.xgboost' on task 'all.364' (iter 3/5) INFO [12:04:40.952] [mlr3] Applying learner 'classif.xgboost' on task 'all.364' (iter 4/5) INFO [12:04:47.190] [mlr3] Applying learner 'classif.xgboost' on task 'all.364' (iter 5/5) INFO [12:04:52.803] [mlr3] Finished benchmark INFO [12:04:52.842] [bbotk] Result of batch 3: INFO [12:04:52.845] [bbotk] nrounds eta classif.auc warnings errors runtime_learners INFO [12:04:52.845] [bbotk] 25 -6.907755 0.9277307 0 0 29.961 INFO [12:04:52.845] [bbotk] uhash INFO [12:04:52.845] [bbotk] 60025b57-8ced-4df9-af6b-6dec96180dbf INFO [12:04:52.846] [bbotk] Evaluating 1 configuration(s) INFO [12:04:52.856] [mlr3] Running benchmark with 5 resampling iterations INFO [12:04:52.863] [mlr3] Applying learner 'classif.xgboost' on task 'all.364' (iter 1/5) INFO [12:05:11.974] [mlr3] Applying learner 'classif.xgboost' on task 'all.364' (iter 2/5) INFO [12:05:31.068] [mlr3] Applying learner 'classif.xgboost' on task 'all.364' (iter 3/5) INFO [12:05:50.169] [mlr3] Applying learner 'classif.xgboost' on task 'all.364' (iter 4/5) INFO [12:06:09.474] [mlr3] Applying learner 'classif.xgboost' on task 'all.364' (iter 5/5) INFO [12:06:28.649] [mlr3] Finished benchmark INFO [12:06:28.688] [bbotk] Result of batch 4: INFO [12:06:28.691] [bbotk] nrounds eta classif.auc warnings errors runtime_learners INFO [12:06:28.691] [bbotk] 75 0 0.9495267 0 0 95.71 INFO [12:06:28.691] [bbotk] uhash INFO [12:06:28.691] [bbotk] 1390ee83-8370-4451-a9d2-dbcaec353a6e INFO [12:06:28.693] [bbotk] Evaluating 1 configuration(s) INFO [12:06:28.703] [mlr3] Running benchmark with 5 resampling iterations INFO [12:06:28.709] [mlr3] Applying learner 'classif.xgboost' on task 'all.364' (iter 1/5) INFO [12:06:41.058] [mlr3] Applying learner 'classif.xgboost' on task 'all.364' (iter 2/5) INFO [12:06:53.591] [mlr3] Applying learner 'classif.xgboost' on task 'all.364' (iter 3/5) INFO [12:07:05.867] [mlr3] Applying learner 'classif.xgboost' on task 'all.364' (iter 4/5) INFO [12:07:18.193] [mlr3] Applying learner 'classif.xgboost' on task 'all.364' (iter 5/5) INFO [12:07:30.341] [mlr3] Finished benchmark INFO [12:07:30.379] [bbotk] Result of batch 5: INFO [12:07:30.381] [bbotk] nrounds eta classif.auc warnings errors runtime_learners INFO [12:07:30.381] [bbotk] 50 -3.453878 0.956285 0 0 61.56 INFO [12:07:30.381] [bbotk] uhash INFO [12:07:30.381] [bbotk] 3ffcbeae-0aa4-41f2-b58d-26e5eb7fc281 INFO [12:07:30.383] [bbotk] Evaluating 1 configuration(s) INFO [12:07:30.393] [mlr3] Running benchmark with 5 resampling iterations INFO [12:07:30.399] [mlr3] Applying learner 'classif.xgboost' on task 'all.364' (iter 1/5) INFO [12:07:36.800] [mlr3] Applying learner 'classif.xgboost' on task 'all.364' (iter 2/5) INFO [12:07:43.121] [mlr3] Applying learner 'classif.xgboost' on task 'all.364' (iter 3/5) INFO [12:07:49.745] [mlr3] Applying learner 'classif.xgboost' on task 'all.364' (iter 4/5) INFO [12:07:56.117] [mlr3] Applying learner 'classif.xgboost' on task 'all.364' (iter 5/5) INFO [12:08:02.290] [mlr3] Finished benchmark INFO [12:08:02.331] [bbotk] Result of batch 6: INFO [12:08:02.334] [bbotk] nrounds eta classif.auc warnings errors runtime_learners INFO [12:08:02.334] [bbotk] 25 -3.453878 0.9528298 0 0 31.818 INFO [12:08:02.334] [bbotk] uhash INFO [12:08:02.334] [bbotk] eea0ef90-acf1-4315-ae82-a0520cd3c84e INFO [12:08:02.335] [bbotk] Evaluating 1 configuration(s) INFO [12:08:02.345] [mlr3] Running benchmark with 5 resampling iterations INFO [12:08:02.351] [mlr3] Applying learner 'classif.xgboost' on task 'all.364' (iter 1/5) INFO [12:08:03.087] [mlr3] Applying learner 'classif.xgboost' on task 'all.364' (iter 2/5) INFO [12:08:03.809] [mlr3] Applying learner 'classif.xgboost' on task 'all.364' (iter 3/5) INFO [12:08:04.525] [mlr3] Applying learner 'classif.xgboost' on task 'all.364' (iter 4/5) INFO [12:08:05.272] [mlr3] Applying learner 'classif.xgboost' on task 'all.364' (iter 5/5) INFO [12:08:05.967] [mlr3] Finished benchmark INFO [12:08:06.001] [bbotk] Result of batch 7: INFO [12:08:06.004] [bbotk] nrounds eta classif.auc warnings errors runtime_learners INFO [12:08:06.004] [bbotk] 1 -1.726939 0.9280049 0 0 3.551 INFO [12:08:06.004] [bbotk] uhash INFO [12:08:06.004] [bbotk] 3a282b86-35c1-438d-83d6-c8a1f70f7ff4 INFO [12:08:06.005] [bbotk] Evaluating 1 configuration(s) INFO [12:08:06.013] [mlr3] Running benchmark with 5 resampling iterations INFO [12:08:06.019] [mlr3] Applying learner 'classif.xgboost' on task 'all.364' (iter 1/5) INFO [12:08:30.070] [mlr3] Applying learner 'classif.xgboost' on task 'all.364' (iter 2/5) INFO [12:08:53.750] [mlr3] Applying learner 'classif.xgboost' on task 'all.364' (iter 3/5) INFO [12:09:17.509] [mlr3] Applying learner 'classif.xgboost' on task 'all.364' (iter 4/5) INFO [12:09:41.425] [mlr3] Applying learner 'classif.xgboost' on task 'all.364' (iter 5/5) INFO [12:10:04.304] [mlr3] Finished benchmark INFO [12:10:04.348] [bbotk] Result of batch 8: INFO [12:10:04.351] [bbotk] nrounds eta classif.auc warnings errors runtime_learners INFO [12:10:04.351] [bbotk] 100 -5.180816 0.952084 0 0 118.208 INFO [12:10:04.351] [bbotk] uhash INFO [12:10:04.351] [bbotk] e8c32746-7de5-4e04-9691-e691e6a97b9f INFO [12:10:04.353] [bbotk] Evaluating 1 configuration(s) INFO [12:10:04.363] [mlr3] Running benchmark with 5 resampling iterations INFO [12:10:04.371] [mlr3] Applying learner 'classif.xgboost' on task 'all.364' (iter 1/5) INFO [12:10:28.739] [mlr3] Applying learner 'classif.xgboost' on task 'all.364' (iter 2/5) INFO [12:10:52.957] [mlr3] Applying learner 'classif.xgboost' on task 'all.364' (iter 3/5) INFO [12:11:17.487] [mlr3] Applying learner 'classif.xgboost' on task 'all.364' (iter 4/5) INFO [12:11:41.736] [mlr3] Applying learner 'classif.xgboost' on task 'all.364' (iter 5/5) INFO [12:12:05.877] [mlr3] Finished benchmark INFO [12:12:05.919] [bbotk] Result of batch 9: INFO [12:12:05.921] [bbotk] nrounds eta classif.auc warnings errors runtime_learners INFO [12:12:05.921] [bbotk] 100 -3.453878 0.9628614 0 0 121.432 INFO [12:12:05.921] [bbotk] uhash INFO [12:12:05.921] [bbotk] cf8ec2a5-9e99-4835-9f35-495757042aa5 INFO [12:12:05.923] [bbotk] Evaluating 1 configuration(s) INFO [12:12:05.933] [mlr3] Running benchmark with 5 resampling iterations INFO [12:12:05.939] [mlr3] Applying learner 'classif.xgboost' on task 'all.364' (iter 1/5) INFO [12:12:18.483] [mlr3] Applying learner 'classif.xgboost' on task 'all.364' (iter 2/5) INFO [12:12:30.995] [mlr3] Applying learner 'classif.xgboost' on task 'all.364' (iter 3/5) INFO [12:12:43.498] [mlr3] Applying learner 'classif.xgboost' on task 'all.364' (iter 4/5) INFO [12:12:56.009] [mlr3] Applying learner 'classif.xgboost' on task 'all.364' (iter 5/5) INFO [12:13:08.506] [mlr3] Finished benchmark INFO [12:13:08.542] [bbotk] Result of batch 10: INFO [12:13:08.544] [bbotk] nrounds eta classif.auc warnings errors runtime_learners INFO [12:13:08.544] [bbotk] 50 -1.726939 0.9657124 0 0 62.481 INFO [12:13:08.544] [bbotk] uhash INFO [12:13:08.544] [bbotk] f1bde8ad-ab62-4894-9bd2-eb90f295bf49 INFO [12:13:08.545] [bbotk] Evaluating 1 configuration(s) INFO [12:13:08.554] [mlr3] Running benchmark with 5 resampling iterations INFO [12:13:08.561] [mlr3] Applying learner 'classif.xgboost' on task 'all.364' (iter 1/5) INFO [12:13:33.512] [mlr3] Applying learner 'classif.xgboost' on task 'all.364' (iter 2/5) INFO [12:13:58.577] [mlr3] Applying learner 'classif.xgboost' on task 'all.364' (iter 3/5) INFO [12:14:23.571] [mlr3] Applying learner 'classif.xgboost' on task 'all.364' (iter 4/5) INFO [12:14:49.053] [mlr3] Applying learner 'classif.xgboost' on task 'all.364' (iter 5/5) INFO [12:15:14.283] [mlr3] Finished benchmark INFO [12:15:14.320] [bbotk] Result of batch 11: INFO [12:15:14.322] [bbotk] nrounds eta classif.auc warnings errors runtime_learners INFO [12:15:14.322] [bbotk] 100 0 0.9499412 0 0 125.654 INFO [12:15:14.322] [bbotk] uhash INFO [12:15:14.322] [bbotk] bd775368-1b2f-41b2-8626-09ddcb9835a4 INFO [12:15:14.323] [bbotk] Evaluating 1 configuration(s) INFO [12:15:14.331] [mlr3] Running benchmark with 5 resampling iterations INFO [12:15:14.337] [mlr3] Applying learner 'classif.xgboost' on task 'all.364' (iter 1/5) INFO [12:15:20.903] [mlr3] Applying learner 'classif.xgboost' on task 'all.364' (iter 2/5) INFO [12:15:27.405] [mlr3] Applying learner 'classif.xgboost' on task 'all.364' (iter 3/5) INFO [12:15:33.929] [mlr3] Applying learner 'classif.xgboost' on task 'all.364' (iter 4/5) INFO [12:15:40.440] [mlr3] Applying learner 'classif.xgboost' on task 'all.364' (iter 5/5) INFO [12:15:46.948] [mlr3] Finished benchmark INFO [12:15:46.980] [bbotk] Result of batch 12: INFO [12:15:46.983] [bbotk] nrounds eta classif.auc warnings errors runtime_learners INFO [12:15:46.983] [bbotk] 25 0 0.9466582 0 0 32.552 INFO [12:15:46.983] [bbotk] uhash INFO [12:15:46.983] [bbotk] 45fc6a7a-c8cf-4ca6-b9d4-436a38bb5a83 INFO [12:15:46.984] [bbotk] Evaluating 1 configuration(s) INFO [12:15:46.992] [mlr3] Running benchmark with 5 resampling iterations INFO [12:15:46.997] [mlr3] Applying learner 'classif.xgboost' on task 'all.364' (iter 1/5) INFO [12:16:05.359] [mlr3] Applying learner 'classif.xgboost' on task 'all.364' (iter 2/5) INFO [12:16:23.590] [mlr3] Applying learner 'classif.xgboost' on task 'all.364' (iter 3/5) INFO [12:16:41.867] [mlr3] Applying learner 'classif.xgboost' on task 'all.364' (iter 4/5) INFO [12:17:00.152] [mlr3] Applying learner 'classif.xgboost' on task 'all.364' (iter 5/5) INFO [12:17:18.273] [mlr3] Finished benchmark INFO [12:17:18.305] [bbotk] Result of batch 13: INFO [12:17:18.308] [bbotk] nrounds eta classif.auc warnings errors runtime_learners INFO [12:17:18.308] [bbotk] 75 -3.453878 0.9600505 0 0 91.215 INFO [12:17:18.308] [bbotk] uhash INFO [12:17:18.308] [bbotk] 4581551f-74b7-4dba-858c-194e032d1b35 INFO [12:17:18.309] [bbotk] Evaluating 1 configuration(s) INFO [12:17:18.317] [mlr3] Running benchmark with 5 resampling iterations INFO [12:17:18.322] [mlr3] Applying learner 'classif.xgboost' on task 'all.364' (iter 1/5) INFO [12:17:19.044] [mlr3] Applying learner 'classif.xgboost' on task 'all.364' (iter 2/5) INFO [12:17:19.747] [mlr3] Applying learner 'classif.xgboost' on task 'all.364' (iter 3/5) INFO [12:17:20.454] [mlr3] Applying learner 'classif.xgboost' on task 'all.364' (iter 4/5) INFO [12:17:21.176] [mlr3] Applying learner 'classif.xgboost' on task 'all.364' (iter 5/5) INFO [12:17:21.873] [mlr3] Finished benchmark INFO [12:17:21.905] [bbotk] Result of batch 14: INFO [12:17:21.907] [bbotk] nrounds eta classif.auc warnings errors runtime_learners INFO [12:17:21.907] [bbotk] 1 -3.453878 0.9280049 0 0 3.492 INFO [12:17:21.907] [bbotk] uhash INFO [12:17:21.907] [bbotk] 4173ffcd-b9e5-4bf3-b27c-510a2476e1c4 INFO [12:17:21.909] [bbotk] Evaluating 1 configuration(s) INFO [12:17:21.916] [mlr3] Running benchmark with 5 resampling iterations INFO [12:17:21.921] [mlr3] Applying learner 'classif.xgboost' on task 'all.364' (iter 1/5) INFO [12:17:22.634] [mlr3] Applying learner 'classif.xgboost' on task 'all.364' (iter 2/5) INFO [12:17:23.341] [mlr3] Applying learner 'classif.xgboost' on task 'all.364' (iter 3/5) INFO [12:17:24.044] [mlr3] Applying learner 'classif.xgboost' on task 'all.364' (iter 4/5) INFO [12:17:24.776] [mlr3] Applying learner 'classif.xgboost' on task 'all.364' (iter 5/5) INFO [12:17:25.462] [mlr3] Finished benchmark INFO [12:17:25.494] [bbotk] Result of batch 15: INFO [12:17:25.496] [bbotk] nrounds eta classif.auc warnings errors runtime_learners INFO [12:17:25.496] [bbotk] 1 -5.180816 0.9280049 0 0 3.484 INFO [12:17:25.496] [bbotk] uhash INFO [12:17:25.496] [bbotk] 1f887647-6da5-429c-9aa7-612410c4fbd6 INFO [12:17:25.497] [bbotk] Evaluating 1 configuration(s) INFO [12:17:25.505] [mlr3] Running benchmark with 5 resampling iterations INFO [12:17:25.510] [mlr3] Applying learner 'classif.xgboost' on task 'all.364' (iter 1/5) INFO [12:17:38.344] [mlr3] Applying learner 'classif.xgboost' on task 'all.364' (iter 2/5) INFO [12:17:51.039] [mlr3] Applying learner 'classif.xgboost' on task 'all.364' (iter 3/5) INFO [12:18:03.783] [mlr3] Applying learner 'classif.xgboost' on task 'all.364' (iter 4/5) INFO [12:18:16.529] [mlr3] Applying learner 'classif.xgboost' on task 'all.364' (iter 5/5) INFO [12:18:29.275] [mlr3] Finished benchmark INFO [12:18:29.307] [bbotk] Result of batch 16: INFO [12:18:29.310] [bbotk] nrounds eta classif.auc warnings errors runtime_learners INFO [12:18:29.310] [bbotk] 50 0 0.9491751 0 0 63.706 INFO [12:18:29.310] [bbotk] uhash INFO [12:18:29.310] [bbotk] 9a3cbd59-a780-4bc9-a47c-e2c06e48ce7c INFO [12:18:29.311] [bbotk] Evaluating 1 configuration(s) INFO [12:18:29.319] [mlr3] Running benchmark with 5 resampling iterations INFO [12:18:29.324] [mlr3] Applying learner 'classif.xgboost' on task 'all.364' (iter 1/5) INFO [12:18:35.672] [mlr3] Applying learner 'classif.xgboost' on task 'all.364' (iter 2/5) INFO [12:18:41.793] [mlr3] Applying learner 'classif.xgboost' on task 'all.364' (iter 3/5) INFO [12:18:48.008] [mlr3] Applying learner 'classif.xgboost' on task 'all.364' (iter 4/5) INFO [12:18:54.296] [mlr3] Applying learner 'classif.xgboost' on task 'all.364' (iter 5/5) INFO [12:18:59.966] [mlr3] Finished benchmark INFO [12:18:59.997] [bbotk] Result of batch 17: INFO [12:19:00.000] [bbotk] nrounds eta classif.auc warnings errors runtime_learners INFO [12:19:00.000] [bbotk] 25 -5.180816 0.9467369 0 0 30.583 INFO [12:19:00.000] [bbotk] uhash INFO [12:19:00.000] [bbotk] 8a860946-57a8-4266-b2fb-056bd480fd78 INFO [12:19:00.001] [bbotk] Evaluating 1 configuration(s) INFO [12:19:00.009] [mlr3] Running benchmark with 5 resampling iterations INFO [12:19:00.014] [mlr3] Applying learner 'classif.xgboost' on task 'all.364' (iter 1/5) INFO [12:19:24.459] [mlr3] Applying learner 'classif.xgboost' on task 'all.364' (iter 2/5) INFO [12:19:48.911] [mlr3] Applying learner 'classif.xgboost' on task 'all.364' (iter 3/5) INFO [12:20:13.365] [mlr3] Applying learner 'classif.xgboost' on task 'all.364' (iter 4/5) INFO [12:20:37.726] [mlr3] Applying learner 'classif.xgboost' on task 'all.364' (iter 5/5) INFO [12:21:02.125] [mlr3] Finished benchmark INFO [12:21:02.157] [bbotk] Result of batch 18: INFO [12:21:02.159] [bbotk] nrounds eta classif.auc warnings errors runtime_learners INFO [12:21:02.159] [bbotk] 100 -1.726939 0.9644303 0 0 122.052 INFO [12:21:02.159] [bbotk] uhash INFO [12:21:02.159] [bbotk] 813fb5ef-17af-4a4a-a98c-3dce6cca6979 INFO [12:21:02.161] [bbotk] Evaluating 1 configuration(s) INFO [12:21:02.168] [mlr3] Running benchmark with 5 resampling iterations INFO [12:21:02.173] [mlr3] Applying learner 'classif.xgboost' on task 'all.364' (iter 1/5) INFO [12:21:14.398] [mlr3] Applying learner 'classif.xgboost' on task 'all.364' (iter 2/5) INFO [12:21:25.896] [mlr3] Applying learner 'classif.xgboost' on task 'all.364' (iter 3/5) INFO [12:21:37.453] [mlr3] Applying learner 'classif.xgboost' on task 'all.364' (iter 4/5) INFO [12:21:49.356] [mlr3] Applying learner 'classif.xgboost' on task 'all.364' (iter 5/5) INFO [12:21:59.982] [mlr3] Finished benchmark INFO [12:22:00.014] [bbotk] Result of batch 19: INFO [12:22:00.016] [bbotk] nrounds eta classif.auc warnings errors runtime_learners INFO [12:22:00.016] [bbotk] 50 -6.907755 0.9358758 0 0 57.753 INFO [12:22:00.016] [bbotk] uhash INFO [12:22:00.016] [bbotk] 56fa806d-abf8-4b70-8586-88a623481d07 INFO [12:22:00.017] [bbotk] Evaluating 1 configuration(s) INFO [12:22:00.025] [mlr3] Running benchmark with 5 resampling iterations INFO [12:22:00.030] [mlr3] Applying learner 'classif.xgboost' on task 'all.364' (iter 1/5) INFO [12:22:00.745] [mlr3] Applying learner 'classif.xgboost' on task 'all.364' (iter 2/5) INFO [12:22:01.645] [mlr3] Applying learner 'classif.xgboost' on task 'all.364' (iter 3/5) INFO [12:22:02.347] [mlr3] Applying learner 'classif.xgboost' on task 'all.364' (iter 4/5) INFO [12:22:03.069] [mlr3] Applying learner 'classif.xgboost' on task 'all.364' (iter 5/5) INFO [12:22:03.761] [mlr3] Finished benchmark INFO [12:22:03.793] [bbotk] Result of batch 20: INFO [12:22:03.795] [bbotk] nrounds eta classif.auc warnings errors runtime_learners INFO [12:22:03.795] [bbotk] 1 0 0.9280049 0 0 3.673 INFO [12:22:03.795] [bbotk] uhash INFO [12:22:03.795] [bbotk] 833f83c8-d573-4751-8614-875d3d6658a2 INFO [12:22:03.796] [bbotk] Evaluating 1 configuration(s) INFO [12:22:03.804] [mlr3] Running benchmark with 5 resampling iterations INFO [12:22:03.809] [mlr3] Applying learner 'classif.xgboost' on task 'all.364' (iter 1/5) INFO [12:22:27.788] [mlr3] Applying learner 'classif.xgboost' on task 'all.364' (iter 2/5) INFO [12:22:50.717] [mlr3] Applying learner 'classif.xgboost' on task 'all.364' (iter 3/5) INFO [12:23:13.994] [mlr3] Applying learner 'classif.xgboost' on task 'all.364' (iter 4/5) INFO [12:23:37.584] [mlr3] Applying learner 'classif.xgboost' on task 'all.364' (iter 5/5) INFO [12:23:58.365] [mlr3] Finished benchmark INFO [12:23:58.396] [bbotk] Result of batch 21: INFO [12:23:58.399] [bbotk] nrounds eta classif.auc warnings errors runtime_learners INFO [12:23:58.399] [bbotk] 100 -6.907755 0.9373138 0 0 114.498 INFO [12:23:58.399] [bbotk] uhash INFO [12:23:58.399] [bbotk] f1b7a2dc-aae1-4191-b7f7-9e1e7f90abd4 INFO [12:23:58.400] [bbotk] Evaluating 1 configuration(s) INFO [12:23:58.408] [mlr3] Running benchmark with 5 resampling iterations INFO [12:23:58.413] [mlr3] Applying learner 'classif.xgboost' on task 'all.364' (iter 1/5) INFO [12:24:16.459] [mlr3] Applying learner 'classif.xgboost' on task 'all.364' (iter 2/5) INFO [12:24:34.155] [mlr3] Applying learner 'classif.xgboost' on task 'all.364' (iter 3/5) INFO [12:24:51.977] [mlr3] Applying learner 'classif.xgboost' on task 'all.364' (iter 4/5) INFO [12:25:09.902] [mlr3] Applying learner 'classif.xgboost' on task 'all.364' (iter 5/5) INFO [12:25:26.901] [mlr3] Finished benchmark INFO [12:25:26.933] [bbotk] Result of batch 22: INFO [12:25:26.935] [bbotk] nrounds eta classif.auc warnings errors runtime_learners INFO [12:25:26.935] [bbotk] 75 -5.180816 0.9512748 0 0 88.431 INFO [12:25:26.935] [bbotk] uhash INFO [12:25:26.935] [bbotk] 64f02873-ae84-42a6-aad5-f6f99b094d1e INFO [12:25:26.937] [bbotk] Evaluating 1 configuration(s) INFO [12:25:26.944] [mlr3] Running benchmark with 5 resampling iterations INFO [12:25:26.949] [mlr3] Applying learner 'classif.xgboost' on task 'all.364' (iter 1/5) INFO [12:25:33.371] [mlr3] Applying learner 'classif.xgboost' on task 'all.364' (iter 2/5) INFO [12:25:39.770] [mlr3] Applying learner 'classif.xgboost' on task 'all.364' (iter 3/5) INFO [12:25:46.177] [mlr3] Applying learner 'classif.xgboost' on task 'all.364' (iter 4/5) INFO [12:25:52.607] [mlr3] Applying learner 'classif.xgboost' on task 'all.364' (iter 5/5) INFO [12:25:58.999] [mlr3] Finished benchmark INFO [12:25:59.030] [bbotk] Result of batch 23: INFO [12:25:59.033] [bbotk] nrounds eta classif.auc warnings errors runtime_learners INFO [12:25:59.033] [bbotk] 25 -1.726939 0.9636531 0 0 31.993 INFO [12:25:59.033] [bbotk] uhash INFO [12:25:59.033] [bbotk] f491397d-cb31-4545-87f1-bba535dee2e5 INFO [12:25:59.034] [bbotk] Evaluating 1 configuration(s) INFO [12:25:59.042] [mlr3] Running benchmark with 5 resampling iterations INFO [12:25:59.047] [mlr3] Applying learner 'classif.xgboost' on task 'all.364' (iter 1/5) INFO [12:25:59.770] [mlr3] Applying learner 'classif.xgboost' on task 'all.364' (iter 2/5) INFO [12:26:00.471] [mlr3] Applying learner 'classif.xgboost' on task 'all.364' (iter 3/5) INFO [12:26:01.172] [mlr3] Applying learner 'classif.xgboost' on task 'all.364' (iter 4/5) INFO [12:26:01.894] [mlr3] Applying learner 'classif.xgboost' on task 'all.364' (iter 5/5) INFO [12:26:02.588] [mlr3] Finished benchmark INFO [12:26:02.619] [bbotk] Result of batch 24: INFO [12:26:02.622] [bbotk] nrounds eta classif.auc warnings errors runtime_learners INFO [12:26:02.622] [bbotk] 1 -6.907755 0.9280049 0 0 3.482 INFO [12:26:02.622] [bbotk] uhash INFO [12:26:02.622] [bbotk] 35943e1f-5221-4d0f-8387-9d9d40fb8040 INFO [12:26:02.623] [bbotk] Evaluating 1 configuration(s) INFO [12:26:02.630] [mlr3] Running benchmark with 5 resampling iterations INFO [12:26:02.636] [mlr3] Applying learner 'classif.xgboost' on task 'all.364' (iter 1/5) INFO [12:26:14.839] [mlr3] Applying learner 'classif.xgboost' on task 'all.364' (iter 2/5) INFO [12:26:26.719] [mlr3] Applying learner 'classif.xgboost' on task 'all.364' (iter 3/5) INFO [12:26:38.731] [mlr3] Applying learner 'classif.xgboost' on task 'all.364' (iter 4/5) INFO [12:26:50.797] [mlr3] Applying learner 'classif.xgboost' on task 'all.364' (iter 5/5) INFO [12:27:02.051] [mlr3] Finished benchmark INFO [12:27:02.084] [bbotk] Result of batch 25: INFO [12:27:02.086] [bbotk] nrounds eta classif.auc warnings errors runtime_learners INFO [12:27:02.086] [bbotk] 50 -5.180816 0.950159 0 0 59.358 INFO [12:27:02.086] [bbotk] uhash INFO [12:27:02.086] [bbotk] 7bb75687-e118-4974-b822-dbee7321e93a INFO [12:27:02.091] [bbotk] Finished optimizing after 25 evaluation(s) INFO [12:27:02.092] [bbotk] Result: INFO [12:27:02.094] [bbotk] nrounds eta learner_param_vals x_domain classif.auc INFO [12:27:02.094] [bbotk] INFO [12:27:02.094] [bbotk] 50 -1.726939 0.9657124 ### [bt]: Job terminated successfully [batchtools job.id=2452] ### [bt]: Calculation finished!