### [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=2402] ### [bt]: Generating problem instance for problem 'cbb04f4e5a83a824' ... ### [bt]: Applying algorithm 'run_learner' on problem 'cbb04f4e5a83a824' for job 2402 (seed = 2403) ... INFO [12:01:18.344] [mlr3] Applying learner 'classif.xgboost' on task 'all.364' (iter 2/60) INFO [12:01:19.915] [bbotk] Starting to optimize 2 parameter(s) with '' and '' INFO [12:01:19.971] [bbotk] Evaluating 1 configuration(s) INFO [12:01:20.014] [mlr3] Running benchmark with 5 resampling iterations INFO [12:01:20.061] [mlr3] Applying learner 'classif.xgboost' on task 'all.364' (iter 1/5) INFO [12:02:01.388] [mlr3] Applying learner 'classif.xgboost' on task 'all.364' (iter 2/5) INFO [12:02:42.440] [mlr3] Applying learner 'classif.xgboost' on task 'all.364' (iter 3/5) INFO [12:03:23.424] [mlr3] Applying learner 'classif.xgboost' on task 'all.364' (iter 4/5) INFO [12:04:03.867] [mlr3] Applying learner 'classif.xgboost' on task 'all.364' (iter 5/5) INFO [12:04:44.351] [mlr3] Finished benchmark INFO [12:04:44.404] [bbotk] Result of batch 1: INFO [12:04:44.410] [bbotk] nrounds eta classif.auc warnings errors runtime_learners INFO [12:04:44.410] [bbotk] 100 -1.726939 0.9669252 0 0 204.166 INFO [12:04:44.410] [bbotk] uhash INFO [12:04:44.410] [bbotk] 947219a8-e926-4975-a07f-8bebf9f895f1 INFO [12:04:44.412] [bbotk] Evaluating 1 configuration(s) INFO [12:04:44.439] [mlr3] Running benchmark with 5 resampling iterations INFO [12:04:44.446] [mlr3] Applying learner 'classif.xgboost' on task 'all.364' (iter 1/5) INFO [12:04:54.927] [mlr3] Applying learner 'classif.xgboost' on task 'all.364' (iter 2/5) INFO [12:05:05.520] [mlr3] Applying learner 'classif.xgboost' on task 'all.364' (iter 3/5) INFO [12:05:16.047] [mlr3] Applying learner 'classif.xgboost' on task 'all.364' (iter 4/5) INFO [12:05:26.780] [mlr3] Applying learner 'classif.xgboost' on task 'all.364' (iter 5/5) INFO [12:05:37.290] [mlr3] Finished benchmark INFO [12:05:37.329] [bbotk] Result of batch 2: INFO [12:05:37.331] [bbotk] nrounds eta classif.auc warnings errors runtime_learners INFO [12:05:37.331] [bbotk] 25 -3.453878 0.9554967 0 0 52.763 INFO [12:05:37.331] [bbotk] uhash INFO [12:05:37.331] [bbotk] 3b565405-ecd1-438c-a3fe-62b90b98464b INFO [12:05:37.333] [bbotk] Evaluating 1 configuration(s) INFO [12:05:37.341] [mlr3] Running benchmark with 5 resampling iterations INFO [12:05:37.347] [mlr3] Applying learner 'classif.xgboost' on task 'all.364' (iter 1/5) INFO [12:05:38.542] [mlr3] Applying learner 'classif.xgboost' on task 'all.364' (iter 2/5) INFO [12:05:39.962] [mlr3] Applying learner 'classif.xgboost' on task 'all.364' (iter 3/5) INFO [12:05:41.164] [mlr3] Applying learner 'classif.xgboost' on task 'all.364' (iter 4/5) INFO [12:05:42.376] [mlr3] Applying learner 'classif.xgboost' on task 'all.364' (iter 5/5) INFO [12:05:43.785] [mlr3] Finished benchmark INFO [12:05:43.821] [bbotk] Result of batch 3: INFO [12:05:43.824] [bbotk] nrounds eta classif.auc warnings errors runtime_learners INFO [12:05:43.824] [bbotk] 1 -6.907755 0.9481025 0 0 6.37 INFO [12:05:43.824] [bbotk] uhash INFO [12:05:43.824] [bbotk] bc8a65bd-7a00-4390-b1f3-0c8a6fea2975 INFO [12:05:43.825] [bbotk] Evaluating 1 configuration(s) INFO [12:05:43.833] [mlr3] Running benchmark with 5 resampling iterations INFO [12:05:43.839] [mlr3] Applying learner 'classif.xgboost' on task 'all.364' (iter 1/5) INFO [12:05:45.006] [mlr3] Applying learner 'classif.xgboost' on task 'all.364' (iter 2/5) INFO [12:05:46.201] [mlr3] Applying learner 'classif.xgboost' on task 'all.364' (iter 3/5) INFO [12:05:47.425] [mlr3] Applying learner 'classif.xgboost' on task 'all.364' (iter 4/5) INFO [12:05:48.889] [mlr3] Applying learner 'classif.xgboost' on task 'all.364' (iter 5/5) INFO [12:05:50.095] [mlr3] Finished benchmark INFO [12:05:50.132] [bbotk] Result of batch 4: INFO [12:05:50.135] [bbotk] nrounds eta classif.auc warnings errors runtime_learners INFO [12:05:50.135] [bbotk] 1 0 0.9481025 0 0 6.185 INFO [12:05:50.135] [bbotk] uhash INFO [12:05:50.135] [bbotk] 6d8f598b-cd3b-42c8-a201-2d8c449afe05 INFO [12:05:50.136] [bbotk] Evaluating 1 configuration(s) INFO [12:05:50.144] [mlr3] Running benchmark with 5 resampling iterations INFO [12:05:50.150] [mlr3] Applying learner 'classif.xgboost' on task 'all.364' (iter 1/5) INFO [12:06:00.286] [mlr3] Applying learner 'classif.xgboost' on task 'all.364' (iter 2/5) INFO [12:06:10.868] [mlr3] Applying learner 'classif.xgboost' on task 'all.364' (iter 3/5) INFO [12:06:21.142] [mlr3] Applying learner 'classif.xgboost' on task 'all.364' (iter 4/5) INFO [12:06:31.371] [mlr3] Applying learner 'classif.xgboost' on task 'all.364' (iter 5/5) INFO [12:06:41.994] [mlr3] Finished benchmark INFO [12:06:42.033] [bbotk] Result of batch 5: INFO [12:06:42.036] [bbotk] nrounds eta classif.auc warnings errors runtime_learners INFO [12:06:42.036] [bbotk] 25 -5.180816 0.951906 0 0 51.773 INFO [12:06:42.036] [bbotk] uhash INFO [12:06:42.036] [bbotk] 0ea6f9ec-dfb8-4355-9cb9-fee429809358 INFO [12:06:42.037] [bbotk] Evaluating 1 configuration(s) INFO [12:06:42.046] [mlr3] Running benchmark with 5 resampling iterations INFO [12:06:42.052] [mlr3] Applying learner 'classif.xgboost' on task 'all.364' (iter 1/5) INFO [12:07:02.692] [mlr3] Applying learner 'classif.xgboost' on task 'all.364' (iter 2/5) INFO [12:07:23.348] [mlr3] Applying learner 'classif.xgboost' on task 'all.364' (iter 3/5) INFO [12:07:44.256] [mlr3] Applying learner 'classif.xgboost' on task 'all.364' (iter 4/5) INFO [12:08:04.898] [mlr3] Applying learner 'classif.xgboost' on task 'all.364' (iter 5/5) INFO [12:08:25.506] [mlr3] Finished benchmark INFO [12:08:25.553] [bbotk] Result of batch 6: INFO [12:08:25.556] [bbotk] nrounds eta classif.auc warnings errors runtime_learners INFO [12:08:25.556] [bbotk] 50 0 0.952319 0 0 103.375 INFO [12:08:25.556] [bbotk] uhash INFO [12:08:25.556] [bbotk] f833966f-1dbb-47ed-a71b-4f487ceba6d9 INFO [12:08:25.557] [bbotk] Evaluating 1 configuration(s) INFO [12:08:25.567] [mlr3] Running benchmark with 5 resampling iterations INFO [12:08:25.575] [mlr3] Applying learner 'classif.xgboost' on task 'all.364' (iter 1/5) INFO [12:09:07.014] [mlr3] Applying learner 'classif.xgboost' on task 'all.364' (iter 2/5) INFO [12:09:48.358] [mlr3] Applying learner 'classif.xgboost' on task 'all.364' (iter 3/5) INFO [12:10:29.799] [mlr3] Applying learner 'classif.xgboost' on task 'all.364' (iter 4/5) INFO [12:11:11.520] [mlr3] Applying learner 'classif.xgboost' on task 'all.364' (iter 5/5) INFO [12:11:52.761] [mlr3] Finished benchmark INFO [12:11:52.806] [bbotk] Result of batch 7: INFO [12:11:52.810] [bbotk] nrounds eta classif.auc warnings errors runtime_learners INFO [12:11:52.810] [bbotk] 100 0 0.9534126 0 0 207.095 INFO [12:11:52.810] [bbotk] uhash INFO [12:11:52.810] [bbotk] 6f976510-7547-46dd-956d-6ce6e035fdc5 INFO [12:11:52.811] [bbotk] Evaluating 1 configuration(s) INFO [12:11:52.821] [mlr3] Running benchmark with 5 resampling iterations INFO [12:11:52.828] [mlr3] Applying learner 'classif.xgboost' on task 'all.364' (iter 1/5) INFO [12:12:12.035] [mlr3] Applying learner 'classif.xgboost' on task 'all.364' (iter 2/5) INFO [12:12:31.724] [mlr3] Applying learner 'classif.xgboost' on task 'all.364' (iter 3/5) INFO [12:12:51.044] [mlr3] Applying learner 'classif.xgboost' on task 'all.364' (iter 4/5) INFO [12:13:10.603] [mlr3] Applying learner 'classif.xgboost' on task 'all.364' (iter 5/5) INFO [12:13:30.646] [mlr3] Finished benchmark INFO [12:13:30.688] [bbotk] Result of batch 8: INFO [12:13:30.690] [bbotk] nrounds eta classif.auc warnings errors runtime_learners INFO [12:13:30.690] [bbotk] 50 -6.907755 0.9512864 0 0 97.736 INFO [12:13:30.690] [bbotk] uhash INFO [12:13:30.690] [bbotk] 9894ab26-3c76-4415-82aa-11b8602f4568 INFO [12:13:30.692] [bbotk] Evaluating 1 configuration(s) INFO [12:13:30.700] [mlr3] Running benchmark with 5 resampling iterations INFO [12:13:30.707] [mlr3] Applying learner 'classif.xgboost' on task 'all.364' (iter 1/5) INFO [12:14:00.040] [mlr3] Applying learner 'classif.xgboost' on task 'all.364' (iter 2/5) INFO [12:14:29.858] [mlr3] Applying learner 'classif.xgboost' on task 'all.364' (iter 3/5) INFO [12:14:59.793] [mlr3] Applying learner 'classif.xgboost' on task 'all.364' (iter 4/5) INFO [12:15:29.270] [mlr3] Applying learner 'classif.xgboost' on task 'all.364' (iter 5/5) INFO [12:15:58.955] [mlr3] Finished benchmark INFO [12:15:59.000] [bbotk] Result of batch 9: INFO [12:15:59.004] [bbotk] nrounds eta classif.auc warnings errors runtime_learners INFO [12:15:59.004] [bbotk] 75 -5.180816 0.9540202 0 0 148.16 INFO [12:15:59.004] [bbotk] uhash INFO [12:15:59.004] [bbotk] e7dcbedb-571c-4161-b376-0cfef5fceba1 INFO [12:15:59.005] [bbotk] Evaluating 1 configuration(s) INFO [12:15:59.015] [mlr3] Running benchmark with 5 resampling iterations INFO [12:15:59.022] [mlr3] Applying learner 'classif.xgboost' on task 'all.364' (iter 1/5) INFO [12:16:27.802] [mlr3] Applying learner 'classif.xgboost' on task 'all.364' (iter 2/5) INFO [12:16:56.877] [mlr3] Applying learner 'classif.xgboost' on task 'all.364' (iter 3/5) INFO [12:17:25.638] [mlr3] Applying learner 'classif.xgboost' on task 'all.364' (iter 4/5) INFO [12:17:54.806] [mlr3] Applying learner 'classif.xgboost' on task 'all.364' (iter 5/5) INFO [12:18:24.028] [mlr3] Finished benchmark INFO [12:18:24.068] [bbotk] Result of batch 10: INFO [12:18:24.071] [bbotk] nrounds eta classif.auc warnings errors runtime_learners INFO [12:18:24.071] [bbotk] 75 -6.907755 0.9515775 0 0 144.919 INFO [12:18:24.071] [bbotk] uhash INFO [12:18:24.071] [bbotk] ce40c4f3-2519-4948-a31d-9458916d2621 INFO [12:18:24.073] [bbotk] Evaluating 1 configuration(s) INFO [12:18:24.082] [mlr3] Running benchmark with 5 resampling iterations INFO [12:18:24.089] [mlr3] Applying learner 'classif.xgboost' on task 'all.364' (iter 1/5) INFO [12:18:44.843] [mlr3] Applying learner 'classif.xgboost' on task 'all.364' (iter 2/5) INFO [12:19:05.291] [mlr3] Applying learner 'classif.xgboost' on task 'all.364' (iter 3/5) INFO [12:19:25.769] [mlr3] Applying learner 'classif.xgboost' on task 'all.364' (iter 4/5) INFO [12:19:46.179] [mlr3] Applying learner 'classif.xgboost' on task 'all.364' (iter 5/5) INFO [12:20:06.651] [mlr3] Finished benchmark INFO [12:20:06.692] [bbotk] Result of batch 11: INFO [12:20:06.695] [bbotk] nrounds eta classif.auc warnings errors runtime_learners INFO [12:20:06.695] [bbotk] 50 -1.726939 0.9676783 0 0 102.488 INFO [12:20:06.695] [bbotk] uhash INFO [12:20:06.695] [bbotk] ae14fc2b-34f2-4b49-aea5-c882a52097e6 INFO [12:20:06.696] [bbotk] Evaluating 1 configuration(s) INFO [12:20:06.705] [mlr3] Running benchmark with 5 resampling iterations INFO [12:20:06.712] [mlr3] Applying learner 'classif.xgboost' on task 'all.364' (iter 1/5) INFO [12:20:26.960] [mlr3] Applying learner 'classif.xgboost' on task 'all.364' (iter 2/5) INFO [12:20:47.340] [mlr3] Applying learner 'classif.xgboost' on task 'all.364' (iter 3/5) INFO [12:21:07.565] [mlr3] Applying learner 'classif.xgboost' on task 'all.364' (iter 4/5) INFO [12:21:27.659] [mlr3] Applying learner 'classif.xgboost' on task 'all.364' (iter 5/5) INFO [12:21:47.894] [mlr3] Finished benchmark INFO [12:21:47.933] [bbotk] Result of batch 12: INFO [12:21:47.936] [bbotk] nrounds eta classif.auc warnings errors runtime_learners INFO [12:21:47.936] [bbotk] 50 -3.453878 0.961231 0 0 101.107 INFO [12:21:47.936] [bbotk] uhash INFO [12:21:47.936] [bbotk] d1735110-2920-4422-b2b9-aa24f241f1b8 INFO [12:21:47.937] [bbotk] Evaluating 1 configuration(s) INFO [12:21:47.946] [mlr3] Running benchmark with 5 resampling iterations INFO [12:21:47.952] [mlr3] Applying learner 'classif.xgboost' on task 'all.364' (iter 1/5) INFO [12:21:58.564] [mlr3] Applying learner 'classif.xgboost' on task 'all.364' (iter 2/5) INFO [12:22:09.223] [mlr3] Applying learner 'classif.xgboost' on task 'all.364' (iter 3/5) INFO [12:22:19.844] [mlr3] Applying learner 'classif.xgboost' on task 'all.364' (iter 4/5) INFO [12:22:30.512] [mlr3] Applying learner 'classif.xgboost' on task 'all.364' (iter 5/5) INFO [12:22:41.125] [mlr3] Finished benchmark INFO [12:22:41.162] [bbotk] Result of batch 13: INFO [12:22:41.164] [bbotk] nrounds eta classif.auc warnings errors runtime_learners INFO [12:22:41.164] [bbotk] 25 0 0.9495665 0 0 53.104 INFO [12:22:41.164] [bbotk] uhash INFO [12:22:41.164] [bbotk] 629d0b3e-a176-4cf6-8ae2-f4a6c205f015 INFO [12:22:41.166] [bbotk] Evaluating 1 configuration(s) INFO [12:22:41.174] [mlr3] Running benchmark with 5 resampling iterations INFO [12:22:41.179] [mlr3] Applying learner 'classif.xgboost' on task 'all.364' (iter 1/5) INFO [12:22:42.343] [mlr3] Applying learner 'classif.xgboost' on task 'all.364' (iter 2/5) INFO [12:22:43.540] [mlr3] Applying learner 'classif.xgboost' on task 'all.364' (iter 3/5) INFO [12:22:44.937] [mlr3] Applying learner 'classif.xgboost' on task 'all.364' (iter 4/5) INFO [12:22:46.106] [mlr3] Applying learner 'classif.xgboost' on task 'all.364' (iter 5/5) INFO [12:22:47.293] [mlr3] Finished benchmark INFO [12:22:47.328] [bbotk] Result of batch 14: INFO [12:22:47.330] [bbotk] nrounds eta classif.auc warnings errors runtime_learners INFO [12:22:47.330] [bbotk] 1 -1.726939 0.9481025 0 0 6.052 INFO [12:22:47.330] [bbotk] uhash INFO [12:22:47.330] [bbotk] 3afd323f-840f-4d1d-876f-fc3c5a4805cc INFO [12:22:47.331] [bbotk] Evaluating 1 configuration(s) INFO [12:22:47.339] [mlr3] Running benchmark with 5 resampling iterations INFO [12:22:47.344] [mlr3] Applying learner 'classif.xgboost' on task 'all.364' (iter 1/5) INFO [12:22:57.885] [mlr3] Applying learner 'classif.xgboost' on task 'all.364' (iter 2/5) INFO [12:23:08.501] [mlr3] Applying learner 'classif.xgboost' on task 'all.364' (iter 3/5) INFO [12:23:19.066] [mlr3] Applying learner 'classif.xgboost' on task 'all.364' (iter 4/5) INFO [12:23:29.607] [mlr3] Applying learner 'classif.xgboost' on task 'all.364' (iter 5/5) INFO [12:23:40.182] [mlr3] Finished benchmark INFO [12:23:40.217] [bbotk] Result of batch 15: INFO [12:23:40.220] [bbotk] nrounds eta classif.auc warnings errors runtime_learners INFO [12:23:40.220] [bbotk] 25 -1.726939 0.966194 0 0 52.775 INFO [12:23:40.220] [bbotk] uhash INFO [12:23:40.220] [bbotk] 610a67a0-267e-43b9-b443-2eb76e9fb54f INFO [12:23:40.221] [bbotk] Evaluating 1 configuration(s) INFO [12:23:40.229] [mlr3] Running benchmark with 5 resampling iterations INFO [12:23:40.234] [mlr3] Applying learner 'classif.xgboost' on task 'all.364' (iter 1/5) INFO [12:23:41.387] [mlr3] Applying learner 'classif.xgboost' on task 'all.364' (iter 2/5) INFO [12:23:42.568] [mlr3] Applying learner 'classif.xgboost' on task 'all.364' (iter 3/5) INFO [12:23:43.756] [mlr3] Applying learner 'classif.xgboost' on task 'all.364' (iter 4/5) INFO [12:23:44.934] [mlr3] Applying learner 'classif.xgboost' on task 'all.364' (iter 5/5) INFO [12:23:46.117] [mlr3] Finished benchmark INFO [12:23:46.152] [bbotk] Result of batch 16: INFO [12:23:46.155] [bbotk] nrounds eta classif.auc warnings errors runtime_learners INFO [12:23:46.155] [bbotk] 1 -3.453878 0.9481025 0 0 5.82 INFO [12:23:46.155] [bbotk] uhash INFO [12:23:46.155] [bbotk] 8df60528-6971-4da2-a57b-d6ec354d1076 INFO [12:23:46.156] [bbotk] Evaluating 1 configuration(s) INFO [12:23:46.163] [mlr3] Running benchmark with 5 resampling iterations INFO [12:23:46.169] [mlr3] Applying learner 'classif.xgboost' on task 'all.364' (iter 1/5) INFO [12:24:05.774] [mlr3] Applying learner 'classif.xgboost' on task 'all.364' (iter 2/5) INFO [12:24:25.758] [mlr3] Applying learner 'classif.xgboost' on task 'all.364' (iter 3/5) INFO [12:24:45.601] [mlr3] Applying learner 'classif.xgboost' on task 'all.364' (iter 4/5) INFO [12:25:05.292] [mlr3] Applying learner 'classif.xgboost' on task 'all.364' (iter 5/5) INFO [12:25:25.189] [mlr3] Finished benchmark INFO [12:25:25.223] [bbotk] Result of batch 17: INFO [12:25:25.226] [bbotk] nrounds eta classif.auc warnings errors runtime_learners INFO [12:25:25.226] [bbotk] 50 -5.180816 0.9536117 0 0 98.962 INFO [12:25:25.226] [bbotk] uhash INFO [12:25:25.226] [bbotk] c47e50c7-011a-4d38-82b5-f1e1604d7358 INFO [12:25:25.227] [bbotk] Evaluating 1 configuration(s) INFO [12:25:25.235] [mlr3] Running benchmark with 5 resampling iterations INFO [12:25:25.240] [mlr3] Applying learner 'classif.xgboost' on task 'all.364' (iter 1/5) INFO [12:25:26.385] [mlr3] Applying learner 'classif.xgboost' on task 'all.364' (iter 2/5) INFO [12:25:27.566] [mlr3] Applying learner 'classif.xgboost' on task 'all.364' (iter 3/5) INFO [12:25:28.743] [mlr3] Applying learner 'classif.xgboost' on task 'all.364' (iter 4/5) INFO [12:25:29.914] [mlr3] Applying learner 'classif.xgboost' on task 'all.364' (iter 5/5) INFO [12:25:31.081] [mlr3] Finished benchmark INFO [12:25:31.115] [bbotk] Result of batch 18: INFO [12:25:31.117] [bbotk] nrounds eta classif.auc warnings errors runtime_learners INFO [12:25:31.117] [bbotk] 1 -5.180816 0.9481025 0 0 5.781 INFO [12:25:31.117] [bbotk] uhash INFO [12:25:31.117] [bbotk] 95bdf9dd-a38c-4f8e-9b0f-3a087ae814d8 INFO [12:25:31.118] [bbotk] Evaluating 1 configuration(s) INFO [12:25:31.126] [mlr3] Running benchmark with 5 resampling iterations INFO [12:25:31.131] [mlr3] Applying learner 'classif.xgboost' on task 'all.364' (iter 1/5) INFO [12:25:41.044] [mlr3] Applying learner 'classif.xgboost' on task 'all.364' (iter 2/5) INFO [12:25:50.957] [mlr3] Applying learner 'classif.xgboost' on task 'all.364' (iter 3/5) INFO [12:26:00.901] [mlr3] Applying learner 'classif.xgboost' on task 'all.364' (iter 4/5) INFO [12:26:11.062] [mlr3] Applying learner 'classif.xgboost' on task 'all.364' (iter 5/5) INFO [12:26:21.298] [mlr3] Finished benchmark INFO [12:26:21.332] [bbotk] Result of batch 19: INFO [12:26:21.334] [bbotk] nrounds eta classif.auc warnings errors runtime_learners INFO [12:26:21.334] [bbotk] 25 -6.907755 0.9491131 0 0 50.104 INFO [12:26:21.334] [bbotk] uhash INFO [12:26:21.334] [bbotk] 13d9d826-3d9a-48ba-847a-b96e17ad7a42 INFO [12:26:21.336] [bbotk] Evaluating 1 configuration(s) INFO [12:26:21.343] [mlr3] Running benchmark with 5 resampling iterations INFO [12:26:21.348] [mlr3] Applying learner 'classif.xgboost' on task 'all.364' (iter 1/5) INFO [12:27:00.142] [mlr3] Applying learner 'classif.xgboost' on task 'all.364' (iter 2/5) INFO [12:27:39.423] [mlr3] Applying learner 'classif.xgboost' on task 'all.364' (iter 3/5) INFO [12:28:18.644] [mlr3] Applying learner 'classif.xgboost' on task 'all.364' (iter 4/5) INFO [12:28:57.574] [mlr3] Applying learner 'classif.xgboost' on task 'all.364' (iter 5/5) INFO [12:29:36.796] [mlr3] Finished benchmark INFO [12:29:36.831] [bbotk] Result of batch 20: INFO [12:29:36.833] [bbotk] nrounds eta classif.auc warnings errors runtime_learners INFO [12:29:36.833] [bbotk] 100 -5.180816 0.9547832 0 0 195.386 INFO [12:29:36.833] [bbotk] uhash INFO [12:29:36.833] [bbotk] 28222053-470d-4089-8020-7b0327502125 INFO [12:29:36.834] [bbotk] Evaluating 1 configuration(s) INFO [12:29:36.842] [mlr3] Running benchmark with 5 resampling iterations INFO [12:29:36.847] [mlr3] Applying learner 'classif.xgboost' on task 'all.364' (iter 1/5) INFO [12:30:06.819] [mlr3] Applying learner 'classif.xgboost' on task 'all.364' (iter 2/5) INFO [12:30:36.976] [mlr3] Applying learner 'classif.xgboost' on task 'all.364' (iter 3/5) INFO [12:31:06.939] [mlr3] Applying learner 'classif.xgboost' on task 'all.364' (iter 4/5) INFO [12:31:36.785] [mlr3] Applying learner 'classif.xgboost' on task 'all.364' (iter 5/5) INFO [12:32:06.766] [mlr3] Finished benchmark INFO [12:32:06.800] [bbotk] Result of batch 21: INFO [12:32:06.803] [bbotk] nrounds eta classif.auc warnings errors runtime_learners INFO [12:32:06.803] [bbotk] 75 -3.453878 0.9631176 0 0 149.857 INFO [12:32:06.803] [bbotk] uhash INFO [12:32:06.803] [bbotk] 0540de31-f7cf-4af6-b56f-225bcb078b98 INFO [12:32:06.804] [bbotk] Evaluating 1 configuration(s) INFO [12:32:06.812] [mlr3] Running benchmark with 5 resampling iterations INFO [12:32:06.817] [mlr3] Applying learner 'classif.xgboost' on task 'all.364' (iter 1/5) INFO [12:32:44.588] [mlr3] Applying learner 'classif.xgboost' on task 'all.364' (iter 2/5) INFO [12:33:23.048] [mlr3] Applying learner 'classif.xgboost' on task 'all.364' (iter 3/5) INFO [12:34:01.349] [mlr3] Applying learner 'classif.xgboost' on task 'all.364' (iter 4/5) INFO [12:34:39.389] [mlr3] Applying learner 'classif.xgboost' on task 'all.364' (iter 5/5) INFO [12:35:18.104] [mlr3] Finished benchmark INFO [12:35:18.138] [bbotk] Result of batch 22: INFO [12:35:18.141] [bbotk] nrounds eta classif.auc warnings errors runtime_learners INFO [12:35:18.141] [bbotk] 100 -6.907755 0.9516389 0 0 191.224 INFO [12:35:18.141] [bbotk] uhash INFO [12:35:18.141] [bbotk] 6c8db8f0-11a2-4868-8e32-a8557083d420 INFO [12:35:18.142] [bbotk] Evaluating 1 configuration(s) INFO [12:35:18.150] [mlr3] Running benchmark with 5 resampling iterations INFO [12:35:18.155] [mlr3] Applying learner 'classif.xgboost' on task 'all.364' (iter 1/5) INFO [12:35:48.388] [mlr3] Applying learner 'classif.xgboost' on task 'all.364' (iter 2/5) INFO [12:36:18.673] [mlr3] Applying learner 'classif.xgboost' on task 'all.364' (iter 3/5) INFO [12:36:48.888] [mlr3] Applying learner 'classif.xgboost' on task 'all.364' (iter 4/5) INFO [12:37:19.011] [mlr3] Applying learner 'classif.xgboost' on task 'all.364' (iter 5/5) INFO [12:37:49.239] [mlr3] Finished benchmark INFO [12:37:49.275] [bbotk] Result of batch 23: INFO [12:37:49.277] [bbotk] nrounds eta classif.auc warnings errors runtime_learners INFO [12:37:49.277] [bbotk] 75 -1.726939 0.967239 0 0 151.021 INFO [12:37:49.277] [bbotk] uhash INFO [12:37:49.277] [bbotk] 65e698b9-c2e0-474f-b1dc-2e1ff7f42725 INFO [12:37:49.278] [bbotk] Evaluating 1 configuration(s) INFO [12:37:49.286] [mlr3] Running benchmark with 5 resampling iterations INFO [12:37:49.291] [mlr3] Applying learner 'classif.xgboost' on task 'all.364' (iter 1/5) INFO [12:38:29.038] [mlr3] Applying learner 'classif.xgboost' on task 'all.364' (iter 2/5) INFO [12:39:09.000] [mlr3] Applying learner 'classif.xgboost' on task 'all.364' (iter 3/5) INFO [12:39:48.764] [mlr3] Applying learner 'classif.xgboost' on task 'all.364' (iter 4/5) INFO [12:40:28.386] [mlr3] Applying learner 'classif.xgboost' on task 'all.364' (iter 5/5) INFO [12:41:08.087] [mlr3] Finished benchmark INFO [12:41:08.122] [bbotk] Result of batch 24: INFO [12:41:08.124] [bbotk] nrounds eta classif.auc warnings errors runtime_learners INFO [12:41:08.124] [bbotk] 100 -3.453878 0.965564 0 0 198.733 INFO [12:41:08.124] [bbotk] uhash INFO [12:41:08.124] [bbotk] 214fc4b7-88fe-43fe-bc51-a057a6054e81 INFO [12:41:08.126] [bbotk] Evaluating 1 configuration(s) INFO [12:41:08.133] [mlr3] Running benchmark with 5 resampling iterations INFO [12:41:08.139] [mlr3] Applying learner 'classif.xgboost' on task 'all.364' (iter 1/5) INFO [12:41:38.828] [mlr3] Applying learner 'classif.xgboost' on task 'all.364' (iter 2/5) INFO [12:42:09.494] [mlr3] Applying learner 'classif.xgboost' on task 'all.364' (iter 3/5) INFO [12:42:40.230] [mlr3] Applying learner 'classif.xgboost' on task 'all.364' (iter 4/5) INFO [12:43:10.980] [mlr3] Applying learner 'classif.xgboost' on task 'all.364' (iter 5/5) INFO [12:43:41.621] [mlr3] Finished benchmark INFO [12:43:41.656] [bbotk] Result of batch 25: INFO [12:43:41.659] [bbotk] nrounds eta classif.auc warnings errors runtime_learners INFO [12:43:41.659] [bbotk] 75 0 0.9534845 0 0 153.42 INFO [12:43:41.659] [bbotk] uhash INFO [12:43:41.659] [bbotk] a9d90758-6670-45a6-955d-9176fd021f86 INFO [12:43:41.664] [bbotk] Finished optimizing after 25 evaluation(s) INFO [12:43:41.664] [bbotk] Result: INFO [12:43:41.666] [bbotk] nrounds eta learner_param_vals x_domain classif.auc INFO [12:43:41.666] [bbotk] INFO [12:43:41.666] [bbotk] 50 -1.726939 0.9676783 ### [bt]: Job terminated successfully [batchtools job.id=2402] ### [bt]: Calculation finished!