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=1164] ### [bt]: Generating problem instance for problem '17432b7a7766ae0f' ... ### [bt]: Applying algorithm 'run_learner' on problem '17432b7a7766ae0f' for job 1164 (seed = 1165) ... INFO [05:46:41.418] [mlr3] Applying learner 'classif.xgboost' on task 'culture.14' (iter 24/60) INFO [05:46:42.918] [bbotk] Starting to optimize 2 parameter(s) with '' and '' INFO [05:46:42.954] [bbotk] Evaluating 1 configuration(s) INFO [05:46:42.965] [mlr3] Running benchmark with 5 resampling iterations INFO [05:46:43.006] [mlr3] Applying learner 'classif.xgboost' on task 'culture.14' (iter 1/5) INFO [05:46:43.327] [mlr3] Applying learner 'classif.xgboost' on task 'culture.14' (iter 2/5) INFO [05:46:43.579] [mlr3] Applying learner 'classif.xgboost' on task 'culture.14' (iter 3/5) INFO [05:46:43.932] [mlr3] Applying learner 'classif.xgboost' on task 'culture.14' (iter 4/5) INFO [05:46:44.289] [mlr3] Applying learner 'classif.xgboost' on task 'culture.14' (iter 5/5) INFO [05:46:44.557] [mlr3] Finished benchmark INFO [05:46:44.595] [bbotk] Result of batch 1: INFO [05:46:44.599] [bbotk] nrounds eta classif.auc warnings errors runtime_learners INFO [05:46:44.599] [bbotk] 75 -3.453878 0.5143225 0 0 1.482 INFO [05:46:44.599] [bbotk] uhash INFO [05:46:44.599] [bbotk] ad595ed3-a3fc-4ca3-bc26-d1320ed01020 INFO [05:46:44.601] [bbotk] Evaluating 1 configuration(s) INFO [05:46:44.619] [mlr3] Running benchmark with 5 resampling iterations INFO [05:46:44.624] [mlr3] Applying learner 'classif.xgboost' on task 'culture.14' (iter 1/5) INFO [05:46:44.676] [mlr3] Applying learner 'classif.xgboost' on task 'culture.14' (iter 2/5) INFO [05:46:44.720] [mlr3] Applying learner 'classif.xgboost' on task 'culture.14' (iter 3/5) INFO [05:46:44.763] [mlr3] Applying learner 'classif.xgboost' on task 'culture.14' (iter 4/5) INFO [05:46:44.807] [mlr3] Applying learner 'classif.xgboost' on task 'culture.14' (iter 5/5) INFO [05:46:44.856] [mlr3] Finished benchmark INFO [05:46:44.888] [bbotk] Result of batch 2: INFO [05:46:44.891] [bbotk] nrounds eta classif.auc warnings errors runtime_learners INFO [05:46:44.891] [bbotk] 1 -1.726939 0.5 0 0 0.171 INFO [05:46:44.891] [bbotk] uhash INFO [05:46:44.891] [bbotk] d89ce82d-5dc4-4382-b94d-d3c2c00796ef INFO [05:46:44.892] [bbotk] Evaluating 1 configuration(s) INFO [05:46:44.900] [mlr3] Running benchmark with 5 resampling iterations INFO [05:46:44.906] [mlr3] Applying learner 'classif.xgboost' on task 'culture.14' (iter 1/5) INFO [05:46:44.949] [mlr3] Applying learner 'classif.xgboost' on task 'culture.14' (iter 2/5) INFO [05:46:44.992] [mlr3] Applying learner 'classif.xgboost' on task 'culture.14' (iter 3/5) INFO [05:46:45.040] [mlr3] Applying learner 'classif.xgboost' on task 'culture.14' (iter 4/5) INFO [05:46:45.083] [mlr3] Applying learner 'classif.xgboost' on task 'culture.14' (iter 5/5) INFO [05:46:45.125] [mlr3] Finished benchmark INFO [05:46:45.157] [bbotk] Result of batch 3: INFO [05:46:45.159] [bbotk] nrounds eta classif.auc warnings errors runtime_learners INFO [05:46:45.159] [bbotk] 1 0 0.5 0 0 0.16 INFO [05:46:45.159] [bbotk] uhash INFO [05:46:45.159] [bbotk] fcb531df-e634-4209-8a9d-2672c3d27fe1 INFO [05:46:45.160] [bbotk] Evaluating 1 configuration(s) INFO [05:46:45.168] [mlr3] Running benchmark with 5 resampling iterations INFO [05:46:45.174] [mlr3] Applying learner 'classif.xgboost' on task 'culture.14' (iter 1/5) INFO [05:46:45.565] [mlr3] Applying learner 'classif.xgboost' on task 'culture.14' (iter 2/5) INFO [05:46:45.956] [mlr3] Applying learner 'classif.xgboost' on task 'culture.14' (iter 3/5) INFO [05:46:46.363] [mlr3] Applying learner 'classif.xgboost' on task 'culture.14' (iter 4/5) INFO [05:46:46.799] [mlr3] Applying learner 'classif.xgboost' on task 'culture.14' (iter 5/5) INFO [05:46:47.185] [mlr3] Finished benchmark INFO [05:46:47.219] [bbotk] Result of batch 4: INFO [05:46:47.222] [bbotk] nrounds eta classif.auc warnings errors runtime_learners INFO [05:46:47.222] [bbotk] 50 -1.726939 0.5175992 0 0 1.942 INFO [05:46:47.222] [bbotk] uhash INFO [05:46:47.222] [bbotk] d9cd33eb-0ce9-449d-a516-2ac72281c2c5 INFO [05:46:47.224] [bbotk] Evaluating 1 configuration(s) INFO [05:46:47.232] [mlr3] Running benchmark with 5 resampling iterations INFO [05:46:47.238] [mlr3] Applying learner 'classif.xgboost' on task 'culture.14' (iter 1/5) INFO [05:46:47.498] [mlr3] Applying learner 'classif.xgboost' on task 'culture.14' (iter 2/5) INFO [05:46:47.718] [mlr3] Applying learner 'classif.xgboost' on task 'culture.14' (iter 3/5) INFO [05:46:47.958] [mlr3] Applying learner 'classif.xgboost' on task 'culture.14' (iter 4/5) INFO [05:46:48.181] [mlr3] Applying learner 'classif.xgboost' on task 'culture.14' (iter 5/5) INFO [05:46:48.490] [mlr3] Finished benchmark INFO [05:46:48.524] [bbotk] Result of batch 5: INFO [05:46:48.526] [bbotk] nrounds eta classif.auc warnings errors runtime_learners INFO [05:46:48.526] [bbotk] 100 -5.180816 0.5032075 0 0 1.188 INFO [05:46:48.526] [bbotk] uhash INFO [05:46:48.526] [bbotk] 2339cd41-22e0-421a-92b2-95a12e579323 INFO [05:46:48.528] [bbotk] Evaluating 1 configuration(s) INFO [05:46:48.536] [mlr3] Running benchmark with 5 resampling iterations INFO [05:46:48.541] [mlr3] Applying learner 'classif.xgboost' on task 'culture.14' (iter 1/5) INFO [05:46:48.628] [mlr3] Applying learner 'classif.xgboost' on task 'culture.14' (iter 2/5) INFO [05:46:48.716] [mlr3] Applying learner 'classif.xgboost' on task 'culture.14' (iter 3/5) INFO [05:46:48.809] [mlr3] Applying learner 'classif.xgboost' on task 'culture.14' (iter 4/5) INFO [05:46:48.894] [mlr3] Applying learner 'classif.xgboost' on task 'culture.14' (iter 5/5) INFO [05:46:48.978] [mlr3] Finished benchmark INFO [05:46:49.016] [bbotk] Result of batch 6: INFO [05:46:49.019] [bbotk] nrounds eta classif.auc warnings errors runtime_learners INFO [05:46:49.019] [bbotk] 25 -5.180816 0.5 0 0 0.374 INFO [05:46:49.019] [bbotk] uhash INFO [05:46:49.019] [bbotk] 27cef34d-23e3-4ca4-b99b-21f85b4c1086 INFO [05:46:49.020] [bbotk] Evaluating 1 configuration(s) INFO [05:46:49.028] [mlr3] Running benchmark with 5 resampling iterations INFO [05:46:49.034] [mlr3] Applying learner 'classif.xgboost' on task 'culture.14' (iter 1/5) INFO [05:46:49.077] [mlr3] Applying learner 'classif.xgboost' on task 'culture.14' (iter 2/5) INFO [05:46:49.121] [mlr3] Applying learner 'classif.xgboost' on task 'culture.14' (iter 3/5) INFO [05:46:49.164] [mlr3] Applying learner 'classif.xgboost' on task 'culture.14' (iter 4/5) INFO [05:46:49.214] [mlr3] Applying learner 'classif.xgboost' on task 'culture.14' (iter 5/5) INFO [05:46:49.256] [mlr3] Finished benchmark INFO [05:46:49.289] [bbotk] Result of batch 7: INFO [05:46:49.291] [bbotk] nrounds eta classif.auc warnings errors runtime_learners INFO [05:46:49.291] [bbotk] 1 -3.453878 0.5 0 0 0.162 INFO [05:46:49.291] [bbotk] uhash INFO [05:46:49.291] [bbotk] c4549833-6e25-4001-a1cf-46792e421dba INFO [05:46:49.293] [bbotk] Evaluating 1 configuration(s) INFO [05:46:49.301] [mlr3] Running benchmark with 5 resampling iterations INFO [05:46:49.306] [mlr3] Applying learner 'classif.xgboost' on task 'culture.14' (iter 1/5) INFO [05:46:49.502] [mlr3] Applying learner 'classif.xgboost' on task 'culture.14' (iter 2/5) INFO [05:46:49.674] [mlr3] Applying learner 'classif.xgboost' on task 'culture.14' (iter 3/5) INFO [05:46:49.845] [mlr3] Applying learner 'classif.xgboost' on task 'culture.14' (iter 4/5) INFO [05:46:50.258] [mlr3] Applying learner 'classif.xgboost' on task 'culture.14' (iter 5/5) INFO [05:46:50.438] [mlr3] Finished benchmark INFO [05:46:50.473] [bbotk] Result of batch 8: INFO [05:46:50.476] [bbotk] nrounds eta classif.auc warnings errors runtime_learners INFO [05:46:50.476] [bbotk] 75 -5.180816 0.5004564 0 0 1.069 INFO [05:46:50.476] [bbotk] uhash INFO [05:46:50.476] [bbotk] 801f85d0-e71e-461a-8945-b2dd846098e4 INFO [05:46:50.478] [bbotk] Evaluating 1 configuration(s) INFO [05:46:50.486] [mlr3] Running benchmark with 5 resampling iterations INFO [05:46:50.493] [mlr3] Applying learner 'classif.xgboost' on task 'culture.14' (iter 1/5) INFO [05:46:50.536] [mlr3] Applying learner 'classif.xgboost' on task 'culture.14' (iter 2/5) INFO [05:46:50.585] [mlr3] Applying learner 'classif.xgboost' on task 'culture.14' (iter 3/5) INFO [05:46:50.630] [mlr3] Applying learner 'classif.xgboost' on task 'culture.14' (iter 4/5) INFO [05:46:50.682] [mlr3] Applying learner 'classif.xgboost' on task 'culture.14' (iter 5/5) INFO [05:46:50.734] [mlr3] Finished benchmark INFO [05:46:50.783] [bbotk] Result of batch 9: INFO [05:46:50.786] [bbotk] nrounds eta classif.auc warnings errors runtime_learners INFO [05:46:50.786] [bbotk] 1 -5.180816 0.5 0 0 0.174 INFO [05:46:50.786] [bbotk] uhash INFO [05:46:50.786] [bbotk] 62f4b830-7143-4ea1-894b-8013c68c7dfe INFO [05:46:50.787] [bbotk] Evaluating 1 configuration(s) INFO [05:46:50.795] [mlr3] Running benchmark with 5 resampling iterations INFO [05:46:50.800] [mlr3] Applying learner 'classif.xgboost' on task 'culture.14' (iter 1/5) INFO [05:46:51.242] [mlr3] Applying learner 'classif.xgboost' on task 'culture.14' (iter 2/5) INFO [05:46:51.690] [mlr3] Applying learner 'classif.xgboost' on task 'culture.14' (iter 3/5) INFO [05:46:52.138] [mlr3] Applying learner 'classif.xgboost' on task 'culture.14' (iter 4/5) INFO [05:46:52.588] [mlr3] Applying learner 'classif.xgboost' on task 'culture.14' (iter 5/5) INFO [05:46:53.031] [mlr3] Finished benchmark INFO [05:46:53.068] [bbotk] Result of batch 10: INFO [05:46:53.071] [bbotk] nrounds eta classif.auc warnings errors runtime_learners INFO [05:46:53.071] [bbotk] 50 0 0.5105971 0 0 2.174 INFO [05:46:53.071] [bbotk] uhash INFO [05:46:53.071] [bbotk] a29d7736-2322-4ef5-8135-46c0d3311c39 INFO [05:46:53.072] [bbotk] Evaluating 1 configuration(s) INFO [05:46:53.080] [mlr3] Running benchmark with 5 resampling iterations INFO [05:46:53.085] [mlr3] Applying learner 'classif.xgboost' on task 'culture.14' (iter 1/5) INFO [05:46:53.678] [mlr3] Applying learner 'classif.xgboost' on task 'culture.14' (iter 2/5) INFO [05:46:54.260] [mlr3] Applying learner 'classif.xgboost' on task 'culture.14' (iter 3/5) INFO [05:46:54.869] [mlr3] Applying learner 'classif.xgboost' on task 'culture.14' (iter 4/5) INFO [05:46:55.488] [mlr3] Applying learner 'classif.xgboost' on task 'culture.14' (iter 5/5) INFO [05:46:56.073] [mlr3] Finished benchmark INFO [05:46:56.118] [bbotk] Result of batch 11: INFO [05:46:56.120] [bbotk] nrounds eta classif.auc warnings errors runtime_learners INFO [05:46:56.120] [bbotk] 75 -1.726939 0.5120757 0 0 2.928 INFO [05:46:56.120] [bbotk] uhash INFO [05:46:56.120] [bbotk] 246d22b8-1bbe-4430-9fbf-92b8490d1de5 INFO [05:46:56.122] [bbotk] Evaluating 1 configuration(s) INFO [05:46:56.130] [mlr3] Running benchmark with 5 resampling iterations INFO [05:46:56.136] [mlr3] Applying learner 'classif.xgboost' on task 'culture.14' (iter 1/5) INFO [05:46:56.312] [mlr3] Applying learner 'classif.xgboost' on task 'culture.14' (iter 2/5) INFO [05:46:56.480] [mlr3] Applying learner 'classif.xgboost' on task 'culture.14' (iter 3/5) INFO [05:46:56.687] [mlr3] Applying learner 'classif.xgboost' on task 'culture.14' (iter 4/5) INFO [05:46:56.891] [mlr3] Applying learner 'classif.xgboost' on task 'culture.14' (iter 5/5) INFO [05:46:57.069] [mlr3] Finished benchmark INFO [05:46:57.123] [bbotk] Result of batch 12: INFO [05:46:57.126] [bbotk] nrounds eta classif.auc warnings errors runtime_learners INFO [05:46:57.126] [bbotk] 25 -1.726939 0.519747 0 0 0.866 INFO [05:46:57.126] [bbotk] uhash INFO [05:46:57.126] [bbotk] 2e06f98b-bb8e-4f01-94af-ee8a921502d3 INFO [05:46:57.127] [bbotk] Evaluating 1 configuration(s) INFO [05:46:57.135] [mlr3] Running benchmark with 5 resampling iterations INFO [05:46:57.140] [mlr3] Applying learner 'classif.xgboost' on task 'culture.14' (iter 1/5) INFO [05:46:57.310] [mlr3] Applying learner 'classif.xgboost' on task 'culture.14' (iter 2/5) INFO [05:46:57.481] [mlr3] Applying learner 'classif.xgboost' on task 'culture.14' (iter 3/5) INFO [05:46:57.651] [mlr3] Applying learner 'classif.xgboost' on task 'culture.14' (iter 4/5) INFO [05:46:57.821] [mlr3] Applying learner 'classif.xgboost' on task 'culture.14' (iter 5/5) INFO [05:46:57.991] [mlr3] Finished benchmark INFO [05:46:58.036] [bbotk] Result of batch 13: INFO [05:46:58.039] [bbotk] nrounds eta classif.auc warnings errors runtime_learners INFO [05:46:58.039] [bbotk] 75 -6.907755 0.5 0 0 0.794 INFO [05:46:58.039] [bbotk] uhash INFO [05:46:58.039] [bbotk] 8c0c74ed-1059-4f19-bb0a-3fed7ac5ef88 INFO [05:46:58.040] [bbotk] Evaluating 1 configuration(s) INFO [05:46:58.048] [mlr3] Running benchmark with 5 resampling iterations INFO [05:46:58.053] [mlr3] Applying learner 'classif.xgboost' on task 'culture.14' (iter 1/5) INFO [05:46:58.227] [mlr3] Applying learner 'classif.xgboost' on task 'culture.14' (iter 2/5) INFO [05:46:58.388] [mlr3] Applying learner 'classif.xgboost' on task 'culture.14' (iter 3/5) INFO [05:46:58.591] [mlr3] Applying learner 'classif.xgboost' on task 'culture.14' (iter 4/5) INFO [05:46:58.771] [mlr3] Applying learner 'classif.xgboost' on task 'culture.14' (iter 5/5) INFO [05:46:58.925] [mlr3] Finished benchmark INFO [05:46:58.964] [bbotk] Result of batch 14: INFO [05:46:58.966] [bbotk] nrounds eta classif.auc warnings errors runtime_learners INFO [05:46:58.966] [bbotk] 50 -3.453878 0.5125327 0 0 0.813 INFO [05:46:58.966] [bbotk] uhash INFO [05:46:58.966] [bbotk] 3a57c002-b178-4f56-9e2e-8fc297a3e2d9 INFO [05:46:58.967] [bbotk] Evaluating 1 configuration(s) INFO [05:46:58.975] [mlr3] Running benchmark with 5 resampling iterations INFO [05:46:58.981] [mlr3] Applying learner 'classif.xgboost' on task 'culture.14' (iter 1/5) INFO [05:46:59.023] [mlr3] Applying learner 'classif.xgboost' on task 'culture.14' (iter 2/5) INFO [05:46:59.065] [mlr3] Applying learner 'classif.xgboost' on task 'culture.14' (iter 3/5) INFO [05:46:59.106] [mlr3] Applying learner 'classif.xgboost' on task 'culture.14' (iter 4/5) INFO [05:46:59.148] [mlr3] Applying learner 'classif.xgboost' on task 'culture.14' (iter 5/5) INFO [05:46:59.188] [mlr3] Finished benchmark INFO [05:46:59.225] [bbotk] Result of batch 15: INFO [05:46:59.227] [bbotk] nrounds eta classif.auc warnings errors runtime_learners INFO [05:46:59.227] [bbotk] 1 -6.907755 0.5 0 0 0.15 INFO [05:46:59.227] [bbotk] uhash INFO [05:46:59.227] [bbotk] 39666070-6215-4028-baf8-1a22ab7e4168 INFO [05:46:59.229] [bbotk] Evaluating 1 configuration(s) INFO [05:46:59.236] [mlr3] Running benchmark with 5 resampling iterations INFO [05:46:59.241] [mlr3] Applying learner 'classif.xgboost' on task 'culture.14' (iter 1/5) INFO [05:46:59.897] [mlr3] Applying learner 'classif.xgboost' on task 'culture.14' (iter 2/5) INFO [05:47:00.569] [mlr3] Applying learner 'classif.xgboost' on task 'culture.14' (iter 3/5) INFO [05:47:01.237] [mlr3] Applying learner 'classif.xgboost' on task 'culture.14' (iter 4/5) INFO [05:47:01.907] [mlr3] Applying learner 'classif.xgboost' on task 'culture.14' (iter 5/5) INFO [05:47:02.568] [mlr3] Finished benchmark INFO [05:47:02.614] [bbotk] Result of batch 16: INFO [05:47:02.617] [bbotk] nrounds eta classif.auc warnings errors runtime_learners INFO [05:47:02.617] [bbotk] 75 0 0.5087561 0 0 3.263 INFO [05:47:02.617] [bbotk] uhash INFO [05:47:02.617] [bbotk] c46ccd89-a12c-4695-aacc-724f635edf63 INFO [05:47:02.618] [bbotk] Evaluating 1 configuration(s) INFO [05:47:02.627] [mlr3] Running benchmark with 5 resampling iterations INFO [05:47:02.633] [mlr3] Applying learner 'classif.xgboost' on task 'culture.14' (iter 1/5) INFO [05:47:03.426] [mlr3] Applying learner 'classif.xgboost' on task 'culture.14' (iter 2/5) INFO [05:47:04.215] [mlr3] Applying learner 'classif.xgboost' on task 'culture.14' (iter 3/5) INFO [05:47:05.039] [mlr3] Applying learner 'classif.xgboost' on task 'culture.14' (iter 4/5) INFO [05:47:05.875] [mlr3] Applying learner 'classif.xgboost' on task 'culture.14' (iter 5/5) INFO [05:47:06.683] [mlr3] Finished benchmark INFO [05:47:06.716] [bbotk] Result of batch 17: INFO [05:47:06.718] [bbotk] nrounds eta classif.auc warnings errors runtime_learners INFO [05:47:06.718] [bbotk] 100 -1.726939 0.5101596 0 0 3.983 INFO [05:47:06.718] [bbotk] uhash INFO [05:47:06.718] [bbotk] 1c766be0-27ef-4f94-80d2-88e96c5505da INFO [05:47:06.720] [bbotk] Evaluating 1 configuration(s) INFO [05:47:06.728] [mlr3] Running benchmark with 5 resampling iterations INFO [05:47:06.733] [mlr3] Applying learner 'classif.xgboost' on task 'culture.14' (iter 1/5) INFO [05:47:07.596] [mlr3] Applying learner 'classif.xgboost' on task 'culture.14' (iter 2/5) INFO [05:47:08.465] [mlr3] Applying learner 'classif.xgboost' on task 'culture.14' (iter 3/5) INFO [05:47:09.346] [mlr3] Applying learner 'classif.xgboost' on task 'culture.14' (iter 4/5) INFO [05:47:10.239] [mlr3] Applying learner 'classif.xgboost' on task 'culture.14' (iter 5/5) INFO [05:47:11.111] [mlr3] Finished benchmark INFO [05:47:11.149] [bbotk] Result of batch 18: INFO [05:47:11.152] [bbotk] nrounds eta classif.auc warnings errors runtime_learners INFO [05:47:11.152] [bbotk] 100 0 0.5093792 0 0 4.317 INFO [05:47:11.152] [bbotk] uhash INFO [05:47:11.152] [bbotk] da1a97d0-6671-42e4-b4de-502b94d567e6 INFO [05:47:11.153] [bbotk] Evaluating 1 configuration(s) INFO [05:47:11.162] [mlr3] Running benchmark with 5 resampling iterations INFO [05:47:11.168] [mlr3] Applying learner 'classif.xgboost' on task 'culture.14' (iter 1/5) INFO [05:47:11.272] [mlr3] Applying learner 'classif.xgboost' on task 'culture.14' (iter 2/5) INFO [05:47:11.364] [mlr3] Applying learner 'classif.xgboost' on task 'culture.14' (iter 3/5) INFO [05:47:11.459] [mlr3] Applying learner 'classif.xgboost' on task 'culture.14' (iter 4/5) INFO [05:47:11.555] [mlr3] Applying learner 'classif.xgboost' on task 'culture.14' (iter 5/5) INFO [05:47:11.637] [mlr3] Finished benchmark INFO [05:47:11.668] [bbotk] Result of batch 19: INFO [05:47:11.671] [bbotk] nrounds eta classif.auc warnings errors runtime_learners INFO [05:47:11.671] [bbotk] 25 -3.453878 0.5123192 0 0 0.404 INFO [05:47:11.671] [bbotk] uhash INFO [05:47:11.671] [bbotk] 6338d783-8c52-47cd-bd2a-e409a656bec9 INFO [05:47:11.672] [bbotk] Evaluating 1 configuration(s) INFO [05:47:11.680] [mlr3] Running benchmark with 5 resampling iterations INFO [05:47:11.685] [mlr3] Applying learner 'classif.xgboost' on task 'culture.14' (iter 1/5) INFO [05:47:11.812] [mlr3] Applying learner 'classif.xgboost' on task 'culture.14' (iter 2/5) INFO [05:47:11.940] [mlr3] Applying learner 'classif.xgboost' on task 'culture.14' (iter 3/5) INFO [05:47:12.073] [mlr3] Applying learner 'classif.xgboost' on task 'culture.14' (iter 4/5) INFO [05:47:12.200] [mlr3] Applying learner 'classif.xgboost' on task 'culture.14' (iter 5/5) INFO [05:47:12.326] [mlr3] Finished benchmark INFO [05:47:12.356] [bbotk] Result of batch 20: INFO [05:47:12.359] [bbotk] nrounds eta classif.auc warnings errors runtime_learners INFO [05:47:12.359] [bbotk] 50 -6.907755 0.5 0 0 0.576 INFO [05:47:12.359] [bbotk] uhash INFO [05:47:12.359] [bbotk] eb3f4284-2201-455a-be5e-3e1aadd50ca0 INFO [05:47:12.360] [bbotk] Evaluating 1 configuration(s) INFO [05:47:12.367] [mlr3] Running benchmark with 5 resampling iterations INFO [05:47:12.373] [mlr3] Applying learner 'classif.xgboost' on task 'culture.14' (iter 1/5) INFO [05:47:12.864] [mlr3] Applying learner 'classif.xgboost' on task 'culture.14' (iter 2/5) INFO [05:47:13.292] [mlr3] Applying learner 'classif.xgboost' on task 'culture.14' (iter 3/5) INFO [05:47:13.855] [mlr3] Applying learner 'classif.xgboost' on task 'culture.14' (iter 4/5) INFO [05:47:14.422] [mlr3] Applying learner 'classif.xgboost' on task 'culture.14' (iter 5/5) INFO [05:47:14.905] [mlr3] Finished benchmark INFO [05:47:14.963] [bbotk] Result of batch 21: INFO [05:47:14.966] [bbotk] nrounds eta classif.auc warnings errors runtime_learners INFO [05:47:14.966] [bbotk] 100 -3.453878 0.5111643 0 0 2.474 INFO [05:47:14.966] [bbotk] uhash INFO [05:47:14.966] [bbotk] 48232ec2-17c7-4325-b838-e1735239f7c9 INFO [05:47:14.967] [bbotk] Evaluating 1 configuration(s) INFO [05:47:14.975] [mlr3] Running benchmark with 5 resampling iterations INFO [05:47:14.981] [mlr3] Applying learner 'classif.xgboost' on task 'culture.14' (iter 1/5) INFO [05:47:15.108] [mlr3] Applying learner 'classif.xgboost' on task 'culture.14' (iter 2/5) INFO [05:47:15.236] [mlr3] Applying learner 'classif.xgboost' on task 'culture.14' (iter 3/5) INFO [05:47:15.364] [mlr3] Applying learner 'classif.xgboost' on task 'culture.14' (iter 4/5) INFO [05:47:15.494] [mlr3] Applying learner 'classif.xgboost' on task 'culture.14' (iter 5/5) INFO [05:47:15.625] [mlr3] Finished benchmark INFO [05:47:15.657] [bbotk] Result of batch 22: INFO [05:47:15.659] [bbotk] nrounds eta classif.auc warnings errors runtime_learners INFO [05:47:15.659] [bbotk] 50 -5.180816 0.5 0 0 0.58 INFO [05:47:15.659] [bbotk] uhash INFO [05:47:15.659] [bbotk] 763c24b5-066d-472c-b0b9-6408c37b7b7e INFO [05:47:15.660] [bbotk] Evaluating 1 configuration(s) INFO [05:47:15.668] [mlr3] Running benchmark with 5 resampling iterations INFO [05:47:15.673] [mlr3] Applying learner 'classif.xgboost' on task 'culture.14' (iter 1/5) INFO [05:47:15.909] [mlr3] Applying learner 'classif.xgboost' on task 'culture.14' (iter 2/5) INFO [05:47:16.149] [mlr3] Applying learner 'classif.xgboost' on task 'culture.14' (iter 3/5) INFO [05:47:16.394] [mlr3] Applying learner 'classif.xgboost' on task 'culture.14' (iter 4/5) INFO [05:47:16.635] [mlr3] Applying learner 'classif.xgboost' on task 'culture.14' (iter 5/5) INFO [05:47:16.870] [mlr3] Finished benchmark INFO [05:47:16.903] [bbotk] Result of batch 23: INFO [05:47:16.905] [bbotk] nrounds eta classif.auc warnings errors runtime_learners INFO [05:47:16.905] [bbotk] 25 0 0.5109318 0 0 1.132 INFO [05:47:16.905] [bbotk] uhash INFO [05:47:16.905] [bbotk] 4fa6ae91-49d1-49bc-a0eb-914aff9317ab INFO [05:47:16.907] [bbotk] Evaluating 1 configuration(s) INFO [05:47:16.915] [mlr3] Running benchmark with 5 resampling iterations INFO [05:47:16.920] [mlr3] Applying learner 'classif.xgboost' on task 'culture.14' (iter 1/5) INFO [05:47:17.138] [mlr3] Applying learner 'classif.xgboost' on task 'culture.14' (iter 2/5) INFO [05:47:17.351] [mlr3] Applying learner 'classif.xgboost' on task 'culture.14' (iter 3/5) INFO [05:47:17.563] [mlr3] Applying learner 'classif.xgboost' on task 'culture.14' (iter 4/5) INFO [05:47:17.776] [mlr3] Applying learner 'classif.xgboost' on task 'culture.14' (iter 5/5) INFO [05:47:17.994] [mlr3] Finished benchmark INFO [05:47:18.025] [bbotk] Result of batch 24: INFO [05:47:18.027] [bbotk] nrounds eta classif.auc warnings errors runtime_learners INFO [05:47:18.027] [bbotk] 100 -6.907755 0.5 0 0 1.016 INFO [05:47:18.027] [bbotk] uhash INFO [05:47:18.027] [bbotk] 6afbd170-17d3-4d42-8c3a-dc7b1860fd65 INFO [05:47:18.029] [bbotk] Evaluating 1 configuration(s) INFO [05:47:18.036] [mlr3] Running benchmark with 5 resampling iterations INFO [05:47:18.041] [mlr3] Applying learner 'classif.xgboost' on task 'culture.14' (iter 1/5) INFO [05:47:18.124] [mlr3] Applying learner 'classif.xgboost' on task 'culture.14' (iter 2/5) INFO [05:47:18.208] [mlr3] Applying learner 'classif.xgboost' on task 'culture.14' (iter 3/5) INFO [05:47:18.298] [mlr3] Applying learner 'classif.xgboost' on task 'culture.14' (iter 4/5) INFO [05:47:18.381] [mlr3] Applying learner 'classif.xgboost' on task 'culture.14' (iter 5/5) INFO [05:47:18.463] [mlr3] Finished benchmark INFO [05:47:18.494] [bbotk] Result of batch 25: INFO [05:47:18.497] [bbotk] nrounds eta classif.auc warnings errors runtime_learners INFO [05:47:18.497] [bbotk] 25 -6.907755 0.5 0 0 0.364 INFO [05:47:18.497] [bbotk] uhash INFO [05:47:18.497] [bbotk] d375b6a2-1fb0-474d-a846-b5c68ed1c478 INFO [05:47:18.502] [bbotk] Finished optimizing after 25 evaluation(s) INFO [05:47:18.503] [bbotk] Result: INFO [05:47:18.505] [bbotk] nrounds eta learner_param_vals x_domain classif.auc INFO [05:47:18.505] [bbotk] INFO [05:47:18.505] [bbotk] 25 -1.726939 0.519747 ### [bt]: Job terminated successfully [batchtools job.id=1164] ### [bt]: Calculation finished!