### [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=2403] ### [bt]: Generating problem instance for problem 'cbb04f4e5a83a824' ... ### [bt]: Applying algorithm 'run_learner' on problem 'cbb04f4e5a83a824' for job 2403 (seed = 2404) ... INFO [12:01:18.979] [mlr3] Applying learner 'classif.xgboost' on task 'all.364' (iter 3/60) INFO [12:01:20.697] [bbotk] Starting to optimize 2 parameter(s) with '' and '' INFO [12:01:20.762] [bbotk] Evaluating 1 configuration(s) INFO [12:01:20.776] [mlr3] Running benchmark with 5 resampling iterations INFO [12:01:20.829] [mlr3] Applying learner 'classif.xgboost' on task 'all.364' (iter 1/5) INFO [12:01:33.477] [mlr3] Applying learner 'classif.xgboost' on task 'all.364' (iter 2/5) INFO [12:01:45.819] [mlr3] Applying learner 'classif.xgboost' on task 'all.364' (iter 3/5) INFO [12:01:58.956] [mlr3] Applying learner 'classif.xgboost' on task 'all.364' (iter 4/5) INFO [12:02:11.628] [mlr3] Applying learner 'classif.xgboost' on task 'all.364' (iter 5/5) INFO [12:02:23.947] [mlr3] Finished benchmark INFO [12:02:24.004] [bbotk] Result of batch 1: INFO [12:02:24.009] [bbotk] nrounds eta classif.auc warnings errors runtime_learners INFO [12:02:24.009] [bbotk] 25 -1.726939 0.9653406 0 0 63.002 INFO [12:02:24.009] [bbotk] uhash INFO [12:02:24.009] [bbotk] ba6ba4fd-5606-4a4d-aeb7-fb18402da9c5 INFO [12:02:24.011] [bbotk] Evaluating 1 configuration(s) INFO [12:02:24.037] [mlr3] Running benchmark with 5 resampling iterations INFO [12:02:24.046] [mlr3] Applying learner 'classif.xgboost' on task 'all.364' (iter 1/5) INFO [12:03:10.369] [mlr3] Applying learner 'classif.xgboost' on task 'all.364' (iter 2/5) INFO [12:03:56.618] [mlr3] Applying learner 'classif.xgboost' on task 'all.364' (iter 3/5) INFO [12:04:44.301] [mlr3] Applying learner 'classif.xgboost' on task 'all.364' (iter 4/5) INFO [12:05:30.614] [mlr3] Applying learner 'classif.xgboost' on task 'all.364' (iter 5/5) INFO [12:06:16.747] [mlr3] Finished benchmark INFO [12:06:16.796] [bbotk] Result of batch 2: INFO [12:06:16.800] [bbotk] nrounds eta classif.auc warnings errors runtime_learners INFO [12:06:16.800] [bbotk] 100 -1.726939 0.9661939 0 0 232.61 INFO [12:06:16.800] [bbotk] uhash INFO [12:06:16.800] [bbotk] 79c6de4d-77b0-4ed0-982d-64efdfd80265 INFO [12:06:16.801] [bbotk] Evaluating 1 configuration(s) INFO [12:06:16.811] [mlr3] Running benchmark with 5 resampling iterations INFO [12:06:16.818] [mlr3] Applying learner 'classif.xgboost' on task 'all.364' (iter 1/5) INFO [12:06:51.668] [mlr3] Applying learner 'classif.xgboost' on task 'all.364' (iter 2/5) INFO [12:07:24.706] [mlr3] Applying learner 'classif.xgboost' on task 'all.364' (iter 3/5) INFO [12:07:57.754] [mlr3] Applying learner 'classif.xgboost' on task 'all.364' (iter 4/5) INFO [12:08:29.969] [mlr3] Applying learner 'classif.xgboost' on task 'all.364' (iter 5/5) INFO [12:09:03.217] [mlr3] Finished benchmark INFO [12:09:03.259] [bbotk] Result of batch 3: INFO [12:09:03.262] [bbotk] nrounds eta classif.auc warnings errors runtime_learners INFO [12:09:03.262] [bbotk] 75 -6.907755 0.9470567 0 0 166.326 INFO [12:09:03.262] [bbotk] uhash INFO [12:09:03.262] [bbotk] da2fee16-fe96-4084-8e68-3f99e2d3bbc6 INFO [12:09:03.263] [bbotk] Evaluating 1 configuration(s) INFO [12:09:03.273] [mlr3] Running benchmark with 5 resampling iterations INFO [12:09:03.279] [mlr3] Applying learner 'classif.xgboost' on task 'all.364' (iter 1/5) INFO [12:09:26.454] [mlr3] Applying learner 'classif.xgboost' on task 'all.364' (iter 2/5) INFO [12:09:49.564] [mlr3] Applying learner 'classif.xgboost' on task 'all.364' (iter 3/5) INFO [12:10:12.682] [mlr3] Applying learner 'classif.xgboost' on task 'all.364' (iter 4/5) INFO [12:10:35.912] [mlr3] Applying learner 'classif.xgboost' on task 'all.364' (iter 5/5) INFO [12:10:59.053] [mlr3] Finished benchmark INFO [12:10:59.096] [bbotk] Result of batch 4: INFO [12:10:59.099] [bbotk] nrounds eta classif.auc warnings errors runtime_learners INFO [12:10:59.099] [bbotk] 50 -3.453878 0.9580572 0 0 115.699 INFO [12:10:59.099] [bbotk] uhash INFO [12:10:59.099] [bbotk] 426418d7-1697-42df-89fc-706d70867015 INFO [12:10:59.100] [bbotk] Evaluating 1 configuration(s) INFO [12:10:59.110] [mlr3] Running benchmark with 5 resampling iterations INFO [12:10:59.119] [mlr3] Applying learner 'classif.xgboost' on task 'all.364' (iter 1/5) INFO [12:11:22.949] [mlr3] Applying learner 'classif.xgboost' on task 'all.364' (iter 2/5) INFO [12:11:46.893] [mlr3] Applying learner 'classif.xgboost' on task 'all.364' (iter 3/5) INFO [12:12:10.535] [mlr3] Applying learner 'classif.xgboost' on task 'all.364' (iter 4/5) INFO [12:12:34.183] [mlr3] Applying learner 'classif.xgboost' on task 'all.364' (iter 5/5) INFO [12:12:58.027] [mlr3] Finished benchmark INFO [12:12:58.071] [bbotk] Result of batch 5: INFO [12:12:58.074] [bbotk] nrounds eta classif.auc warnings errors runtime_learners INFO [12:12:58.074] [bbotk] 50 0 0.9526839 0 0 118.834 INFO [12:12:58.074] [bbotk] uhash INFO [12:12:58.074] [bbotk] 369f5d0d-dd7b-418c-9d0a-198f2af67ee1 INFO [12:12:58.076] [bbotk] Evaluating 1 configuration(s) INFO [12:12:58.086] [mlr3] Running benchmark with 5 resampling iterations INFO [12:12:58.093] [mlr3] Applying learner 'classif.xgboost' on task 'all.364' (iter 1/5) INFO [12:13:42.609] [mlr3] Applying learner 'classif.xgboost' on task 'all.364' (iter 2/5) INFO [12:14:26.713] [mlr3] Applying learner 'classif.xgboost' on task 'all.364' (iter 3/5) INFO [12:15:11.166] [mlr3] Applying learner 'classif.xgboost' on task 'all.364' (iter 4/5) INFO [12:15:55.126] [mlr3] Applying learner 'classif.xgboost' on task 'all.364' (iter 5/5) INFO [12:16:39.372] [mlr3] Finished benchmark INFO [12:16:39.415] [bbotk] Result of batch 6: INFO [12:16:39.418] [bbotk] nrounds eta classif.auc warnings errors runtime_learners INFO [12:16:39.418] [bbotk] 100 -5.180816 0.9545996 0 0 221.201 INFO [12:16:39.418] [bbotk] uhash INFO [12:16:39.418] [bbotk] 21cc6e41-da04-4529-af1b-30d572e49600 INFO [12:16:39.420] [bbotk] Evaluating 1 configuration(s) INFO [12:16:39.430] [mlr3] Running benchmark with 5 resampling iterations INFO [12:16:39.436] [mlr3] Applying learner 'classif.xgboost' on task 'all.364' (iter 1/5) INFO [12:17:26.897] [mlr3] Applying learner 'classif.xgboost' on task 'all.364' (iter 2/5) INFO [12:18:13.845] [mlr3] Applying learner 'classif.xgboost' on task 'all.364' (iter 3/5) INFO [12:19:00.675] [mlr3] Applying learner 'classif.xgboost' on task 'all.364' (iter 4/5) INFO [12:19:47.767] [mlr3] Applying learner 'classif.xgboost' on task 'all.364' (iter 5/5) INFO [12:20:34.571] [mlr3] Finished benchmark INFO [12:20:34.614] [bbotk] Result of batch 7: INFO [12:20:34.617] [bbotk] nrounds eta classif.auc warnings errors runtime_learners INFO [12:20:34.617] [bbotk] 100 0 0.9540111 0 0 235.063 INFO [12:20:34.617] [bbotk] uhash INFO [12:20:34.617] [bbotk] b6b636c9-8dfb-40d9-84a4-4e813bf82326 INFO [12:20:34.618] [bbotk] Evaluating 1 configuration(s) INFO [12:20:34.628] [mlr3] Running benchmark with 5 resampling iterations INFO [12:20:34.634] [mlr3] Applying learner 'classif.xgboost' on task 'all.364' (iter 1/5) INFO [12:21:18.905] [mlr3] Applying learner 'classif.xgboost' on task 'all.364' (iter 2/5) INFO [12:22:02.473] [mlr3] Applying learner 'classif.xgboost' on task 'all.364' (iter 3/5) INFO [12:22:45.935] [mlr3] Applying learner 'classif.xgboost' on task 'all.364' (iter 4/5) INFO [12:23:28.506] [mlr3] Applying learner 'classif.xgboost' on task 'all.364' (iter 5/5) INFO [12:24:12.502] [mlr3] Finished benchmark INFO [12:24:12.544] [bbotk] Result of batch 8: INFO [12:24:12.547] [bbotk] nrounds eta classif.auc warnings errors runtime_learners INFO [12:24:12.547] [bbotk] 100 -6.907755 0.9486282 0 0 217.794 INFO [12:24:12.547] [bbotk] uhash INFO [12:24:12.547] [bbotk] 58529c97-1ed4-4c12-9043-4c457b78a126 INFO [12:24:12.549] [bbotk] Evaluating 1 configuration(s) INFO [12:24:12.558] [mlr3] Running benchmark with 5 resampling iterations INFO [12:24:12.565] [mlr3] Applying learner 'classif.xgboost' on task 'all.364' (iter 1/5) INFO [12:24:35.232] [mlr3] Applying learner 'classif.xgboost' on task 'all.364' (iter 2/5) INFO [12:24:57.443] [mlr3] Applying learner 'classif.xgboost' on task 'all.364' (iter 3/5) INFO [12:25:20.049] [mlr3] Applying learner 'classif.xgboost' on task 'all.364' (iter 4/5) INFO [12:25:41.844] [mlr3] Applying learner 'classif.xgboost' on task 'all.364' (iter 5/5) INFO [12:26:04.180] [mlr3] Finished benchmark INFO [12:26:04.223] [bbotk] Result of batch 9: INFO [12:26:04.226] [bbotk] nrounds eta classif.auc warnings errors runtime_learners INFO [12:26:04.226] [bbotk] 50 -6.907755 0.9442489 0 0 111.542 INFO [12:26:04.226] [bbotk] uhash INFO [12:26:04.226] [bbotk] ca4096db-280f-4d6b-b522-ad57d96b1283 INFO [12:26:04.227] [bbotk] Evaluating 1 configuration(s) INFO [12:26:04.237] [mlr3] Running benchmark with 5 resampling iterations INFO [12:26:04.243] [mlr3] Applying learner 'classif.xgboost' on task 'all.364' (iter 1/5) INFO [12:26:27.236] [mlr3] Applying learner 'classif.xgboost' on task 'all.364' (iter 2/5) INFO [12:26:49.815] [mlr3] Applying learner 'classif.xgboost' on task 'all.364' (iter 3/5) INFO [12:27:12.398] [mlr3] Applying learner 'classif.xgboost' on task 'all.364' (iter 4/5) INFO [12:27:34.985] [mlr3] Applying learner 'classif.xgboost' on task 'all.364' (iter 5/5) INFO [12:27:57.559] [mlr3] Finished benchmark INFO [12:27:57.601] [bbotk] Result of batch 10: INFO [12:27:57.605] [bbotk] nrounds eta classif.auc warnings errors runtime_learners INFO [12:27:57.605] [bbotk] 50 -5.180816 0.9529199 0 0 113.242 INFO [12:27:57.605] [bbotk] uhash INFO [12:27:57.605] [bbotk] 84f5728a-1f16-46f4-8eab-22fbdd41d982 INFO [12:27:57.606] [bbotk] Evaluating 1 configuration(s) INFO [12:27:57.616] [mlr3] Running benchmark with 5 resampling iterations INFO [12:27:57.622] [mlr3] Applying learner 'classif.xgboost' on task 'all.364' (iter 1/5) INFO [12:28:32.565] [mlr3] Applying learner 'classif.xgboost' on task 'all.364' (iter 2/5) INFO [12:29:07.336] [mlr3] Applying learner 'classif.xgboost' on task 'all.364' (iter 3/5) INFO [12:29:42.143] [mlr3] Applying learner 'classif.xgboost' on task 'all.364' (iter 4/5) INFO [12:30:16.860] [mlr3] Applying learner 'classif.xgboost' on task 'all.364' (iter 5/5) INFO [12:30:51.658] [mlr3] Finished benchmark INFO [12:30:51.702] [bbotk] Result of batch 11: INFO [12:30:51.705] [bbotk] nrounds eta classif.auc warnings errors runtime_learners INFO [12:30:51.705] [bbotk] 75 -1.726939 0.9673185 0 0 173.962 INFO [12:30:51.705] [bbotk] uhash INFO [12:30:51.705] [bbotk] 6c683bdc-5cd7-4e14-82ed-3e808a4ea601 INFO [12:30:51.706] [bbotk] Evaluating 1 configuration(s) INFO [12:30:51.715] [mlr3] Running benchmark with 5 resampling iterations INFO [12:30:51.722] [mlr3] Applying learner 'classif.xgboost' on task 'all.364' (iter 1/5) INFO [12:31:03.588] [mlr3] Applying learner 'classif.xgboost' on task 'all.364' (iter 2/5) INFO [12:31:15.238] [mlr3] Applying learner 'classif.xgboost' on task 'all.364' (iter 3/5) INFO [12:31:26.915] [mlr3] Applying learner 'classif.xgboost' on task 'all.364' (iter 4/5) INFO [12:31:38.341] [mlr3] Applying learner 'classif.xgboost' on task 'all.364' (iter 5/5) INFO [12:31:50.057] [mlr3] Finished benchmark INFO [12:31:50.100] [bbotk] Result of batch 12: INFO [12:31:50.103] [bbotk] nrounds eta classif.auc warnings errors runtime_learners INFO [12:31:50.103] [bbotk] 25 -6.907755 0.9439957 0 0 58.263 INFO [12:31:50.103] [bbotk] uhash INFO [12:31:50.103] [bbotk] 20cc5d2c-ebbe-4fcc-9634-d47ec0042e34 INFO [12:31:50.104] [bbotk] Evaluating 1 configuration(s) INFO [12:31:50.113] [mlr3] Running benchmark with 5 resampling iterations INFO [12:31:50.120] [mlr3] Applying learner 'classif.xgboost' on task 'all.364' (iter 1/5) INFO [12:32:35.549] [mlr3] Applying learner 'classif.xgboost' on task 'all.364' (iter 2/5) INFO [12:33:21.055] [mlr3] Applying learner 'classif.xgboost' on task 'all.364' (iter 3/5) INFO [12:34:06.614] [mlr3] Applying learner 'classif.xgboost' on task 'all.364' (iter 4/5) INFO [12:34:52.075] [mlr3] Applying learner 'classif.xgboost' on task 'all.364' (iter 5/5) INFO [12:35:37.698] [mlr3] Finished benchmark INFO [12:35:37.741] [bbotk] Result of batch 13: INFO [12:35:37.744] [bbotk] nrounds eta classif.auc warnings errors runtime_learners INFO [12:35:37.744] [bbotk] 100 -3.453878 0.9642775 0 0 227.505 INFO [12:35:37.744] [bbotk] uhash INFO [12:35:37.744] [bbotk] aec86254-08f9-4b14-bc23-789182e32f3c INFO [12:35:37.745] [bbotk] Evaluating 1 configuration(s) INFO [12:35:37.755] [mlr3] Running benchmark with 5 resampling iterations INFO [12:35:37.762] [mlr3] Applying learner 'classif.xgboost' on task 'all.364' (iter 1/5) INFO [12:35:39.239] [mlr3] Applying learner 'classif.xgboost' on task 'all.364' (iter 2/5) INFO [12:35:40.742] [mlr3] Applying learner 'classif.xgboost' on task 'all.364' (iter 3/5) INFO [12:35:42.493] [mlr3] Applying learner 'classif.xgboost' on task 'all.364' (iter 4/5) INFO [12:35:43.974] [mlr3] Applying learner 'classif.xgboost' on task 'all.364' (iter 5/5) INFO [12:35:45.479] [mlr3] Finished benchmark INFO [12:35:45.520] [bbotk] Result of batch 14: INFO [12:35:45.523] [bbotk] nrounds eta classif.auc warnings errors runtime_learners INFO [12:35:45.523] [bbotk] 1 0 0.9434479 0 0 7.645 INFO [12:35:45.523] [bbotk] uhash INFO [12:35:45.523] [bbotk] 3d9a9e03-f35f-4cd1-bf91-6a6c30e83633 INFO [12:35:45.525] [bbotk] Evaluating 1 configuration(s) INFO [12:35:45.534] [mlr3] Running benchmark with 5 resampling iterations INFO [12:35:45.541] [mlr3] Applying learner 'classif.xgboost' on task 'all.364' (iter 1/5) INFO [12:35:57.385] [mlr3] Applying learner 'classif.xgboost' on task 'all.364' (iter 2/5) INFO [12:36:09.211] [mlr3] Applying learner 'classif.xgboost' on task 'all.364' (iter 3/5) INFO [12:36:21.112] [mlr3] Applying learner 'classif.xgboost' on task 'all.364' (iter 4/5) INFO [12:36:32.926] [mlr3] Applying learner 'classif.xgboost' on task 'all.364' (iter 5/5) INFO [12:36:44.839] [mlr3] Finished benchmark INFO [12:36:44.882] [bbotk] Result of batch 15: INFO [12:36:44.885] [bbotk] nrounds eta classif.auc warnings errors runtime_learners INFO [12:36:44.885] [bbotk] 25 -3.453878 0.9553868 0 0 59.225 INFO [12:36:44.885] [bbotk] uhash INFO [12:36:44.885] [bbotk] 8a2b22f8-462a-4aaa-900b-6b5d9a55abd3 INFO [12:36:44.886] [bbotk] Evaluating 1 configuration(s) INFO [12:36:44.896] [mlr3] Running benchmark with 5 resampling iterations INFO [12:36:44.903] [mlr3] Applying learner 'classif.xgboost' on task 'all.364' (iter 1/5) INFO [12:37:20.074] [mlr3] Applying learner 'classif.xgboost' on task 'all.364' (iter 2/5) INFO [12:37:55.339] [mlr3] Applying learner 'classif.xgboost' on task 'all.364' (iter 3/5) INFO [12:38:30.457] [mlr3] Applying learner 'classif.xgboost' on task 'all.364' (iter 4/5) INFO [12:39:05.723] [mlr3] Applying learner 'classif.xgboost' on task 'all.364' (iter 5/5) INFO [12:39:40.831] [mlr3] Finished benchmark INFO [12:39:40.875] [bbotk] Result of batch 16: INFO [12:39:40.878] [bbotk] nrounds eta classif.auc warnings errors runtime_learners INFO [12:39:40.878] [bbotk] 75 0 0.9531867 0 0 175.856 INFO [12:39:40.878] [bbotk] uhash INFO [12:39:40.878] [bbotk] e4d93711-9dd1-4aa8-b02e-8b2a6ef491e5 INFO [12:39:40.879] [bbotk] Evaluating 1 configuration(s) INFO [12:39:40.889] [mlr3] Running benchmark with 5 resampling iterations INFO [12:39:40.895] [mlr3] Applying learner 'classif.xgboost' on task 'all.364' (iter 1/5) INFO [12:39:52.726] [mlr3] Applying learner 'classif.xgboost' on task 'all.364' (iter 2/5) INFO [12:40:04.391] [mlr3] Applying learner 'classif.xgboost' on task 'all.364' (iter 3/5) INFO [12:40:16.189] [mlr3] Applying learner 'classif.xgboost' on task 'all.364' (iter 4/5) INFO [12:40:27.724] [mlr3] Applying learner 'classif.xgboost' on task 'all.364' (iter 5/5) INFO [12:40:39.504] [mlr3] Finished benchmark INFO [12:40:39.548] [bbotk] Result of batch 17: INFO [12:40:39.551] [bbotk] nrounds eta classif.auc warnings errors runtime_learners INFO [12:40:39.551] [bbotk] 25 -5.180816 0.9498145 0 0 58.537 INFO [12:40:39.551] [bbotk] uhash INFO [12:40:39.551] [bbotk] acdf73b5-f052-4648-9001-28a3c38d1c58 INFO [12:40:39.552] [bbotk] Evaluating 1 configuration(s) INFO [12:40:39.562] [mlr3] Running benchmark with 5 resampling iterations INFO [12:40:39.568] [mlr3] Applying learner 'classif.xgboost' on task 'all.364' (iter 1/5) INFO [12:40:41.043] [mlr3] Applying learner 'classif.xgboost' on task 'all.364' (iter 2/5) INFO [12:40:42.552] [mlr3] Applying learner 'classif.xgboost' on task 'all.364' (iter 3/5) INFO [12:40:44.064] [mlr3] Applying learner 'classif.xgboost' on task 'all.364' (iter 4/5) INFO [12:40:45.572] [mlr3] Applying learner 'classif.xgboost' on task 'all.364' (iter 5/5) INFO [12:40:47.070] [mlr3] Finished benchmark INFO [12:40:47.112] [bbotk] Result of batch 18: INFO [12:40:47.115] [bbotk] nrounds eta classif.auc warnings errors runtime_learners INFO [12:40:47.115] [bbotk] 1 -1.726939 0.9434479 0 0 7.429 INFO [12:40:47.115] [bbotk] uhash INFO [12:40:47.115] [bbotk] a2c154d9-ad08-4465-9100-8756a1970837 INFO [12:40:47.117] [bbotk] Evaluating 1 configuration(s) INFO [12:40:47.126] [mlr3] Running benchmark with 5 resampling iterations INFO [12:40:47.132] [mlr3] Applying learner 'classif.xgboost' on task 'all.364' (iter 1/5) INFO [12:41:21.330] [mlr3] Applying learner 'classif.xgboost' on task 'all.364' (iter 2/5) INFO [12:41:55.536] [mlr3] Applying learner 'classif.xgboost' on task 'all.364' (iter 3/5) INFO [12:42:29.795] [mlr3] Applying learner 'classif.xgboost' on task 'all.364' (iter 4/5) INFO [12:43:03.764] [mlr3] Applying learner 'classif.xgboost' on task 'all.364' (iter 5/5) INFO [12:43:38.112] [mlr3] Finished benchmark INFO [12:43:38.154] [bbotk] Result of batch 19: INFO [12:43:38.157] [bbotk] nrounds eta classif.auc warnings errors runtime_learners INFO [12:43:38.157] [bbotk] 75 -3.453878 0.9605722 0 0 170.905 INFO [12:43:38.157] [bbotk] uhash INFO [12:43:38.157] [bbotk] a1a2b20f-f1a5-486f-b3ba-d4be6a41d6af INFO [12:43:38.159] [bbotk] Evaluating 1 configuration(s) INFO [12:43:38.168] [mlr3] Running benchmark with 5 resampling iterations INFO [12:43:38.174] [mlr3] Applying learner 'classif.xgboost' on task 'all.364' (iter 1/5) INFO [12:44:11.752] [mlr3] Applying learner 'classif.xgboost' on task 'all.364' (iter 2/5) INFO [12:44:45.144] [mlr3] Applying learner 'classif.xgboost' on task 'all.364' (iter 3/5) INFO [12:45:18.659] [mlr3] Applying learner 'classif.xgboost' on task 'all.364' (iter 4/5) INFO [12:45:51.870] [mlr3] Applying learner 'classif.xgboost' on task 'all.364' (iter 5/5) INFO [12:46:25.368] [mlr3] Finished benchmark INFO [12:46:25.410] [bbotk] Result of batch 20: INFO [12:46:25.413] [bbotk] nrounds eta classif.auc warnings errors runtime_learners INFO [12:46:25.413] [bbotk] 75 -5.180816 0.9537714 0 0 167.12 INFO [12:46:25.413] [bbotk] uhash INFO [12:46:25.413] [bbotk] 51061433-384f-4c0c-a36b-dcb454face8e INFO [12:46:25.415] [bbotk] Evaluating 1 configuration(s) INFO [12:46:25.424] [mlr3] Running benchmark with 5 resampling iterations INFO [12:46:25.431] [mlr3] Applying learner 'classif.xgboost' on task 'all.364' (iter 1/5) INFO [12:46:49.047] [mlr3] Applying learner 'classif.xgboost' on task 'all.364' (iter 2/5) INFO [12:47:12.679] [mlr3] Applying learner 'classif.xgboost' on task 'all.364' (iter 3/5) INFO [12:47:36.278] [mlr3] Applying learner 'classif.xgboost' on task 'all.364' (iter 4/5) INFO [12:47:59.906] [mlr3] Applying learner 'classif.xgboost' on task 'all.364' (iter 5/5) INFO [12:48:23.553] [mlr3] Finished benchmark INFO [12:48:23.596] [bbotk] Result of batch 21: INFO [12:48:23.599] [bbotk] nrounds eta classif.auc warnings errors runtime_learners INFO [12:48:23.599] [bbotk] 50 -1.726939 0.9674302 0 0 118.038 INFO [12:48:23.599] [bbotk] uhash INFO [12:48:23.599] [bbotk] 1eba7b25-c2a8-46af-9605-2dc0b8bcdd1f INFO [12:48:23.601] [bbotk] Evaluating 1 configuration(s) INFO [12:48:23.610] [mlr3] Running benchmark with 5 resampling iterations INFO [12:48:23.628] [mlr3] Applying learner 'classif.xgboost' on task 'all.364' (iter 1/5) INFO [12:48:25.119] [mlr3] Applying learner 'classif.xgboost' on task 'all.364' (iter 2/5) INFO [12:48:26.631] [mlr3] Applying learner 'classif.xgboost' on task 'all.364' (iter 3/5) INFO [12:48:28.389] [mlr3] Applying learner 'classif.xgboost' on task 'all.364' (iter 4/5) INFO [12:48:29.888] [mlr3] Applying learner 'classif.xgboost' on task 'all.364' (iter 5/5) INFO [12:48:31.390] [mlr3] Finished benchmark INFO [12:48:31.431] [bbotk] Result of batch 22: INFO [12:48:31.434] [bbotk] nrounds eta classif.auc warnings errors runtime_learners INFO [12:48:31.434] [bbotk] 1 -6.907755 0.9434479 0 0 7.691 INFO [12:48:31.434] [bbotk] uhash INFO [12:48:31.434] [bbotk] 27468634-f7a9-46ea-b69f-a0598ce6222c INFO [12:48:31.436] [bbotk] Evaluating 1 configuration(s) INFO [12:48:31.445] [mlr3] Running benchmark with 5 resampling iterations INFO [12:48:31.452] [mlr3] Applying learner 'classif.xgboost' on task 'all.364' (iter 1/5) INFO [12:48:43.806] [mlr3] Applying learner 'classif.xgboost' on task 'all.364' (iter 2/5) INFO [12:48:56.155] [mlr3] Applying learner 'classif.xgboost' on task 'all.364' (iter 3/5) INFO [12:49:08.322] [mlr3] Applying learner 'classif.xgboost' on task 'all.364' (iter 4/5) INFO [12:49:20.643] [mlr3] Applying learner 'classif.xgboost' on task 'all.364' (iter 5/5) INFO [12:49:32.948] [mlr3] Finished benchmark INFO [12:49:32.992] [bbotk] Result of batch 23: INFO [12:49:32.995] [bbotk] nrounds eta classif.auc warnings errors runtime_learners INFO [12:49:32.995] [bbotk] 25 0 0.9507083 0 0 61.425 INFO [12:49:32.995] [bbotk] uhash INFO [12:49:32.995] [bbotk] 411d8837-1393-4e62-b9bb-3e9b87a4e5cf INFO [12:49:32.996] [bbotk] Evaluating 1 configuration(s) INFO [12:49:33.005] [mlr3] Running benchmark with 5 resampling iterations INFO [12:49:33.012] [mlr3] Applying learner 'classif.xgboost' on task 'all.364' (iter 1/5) INFO [12:49:34.497] [mlr3] Applying learner 'classif.xgboost' on task 'all.364' (iter 2/5) INFO [12:49:36.000] [mlr3] Applying learner 'classif.xgboost' on task 'all.364' (iter 3/5) INFO [12:49:37.514] [mlr3] Applying learner 'classif.xgboost' on task 'all.364' (iter 4/5) INFO [12:49:39.006] [mlr3] Applying learner 'classif.xgboost' on task 'all.364' (iter 5/5) INFO [12:49:40.518] [mlr3] Finished benchmark INFO [12:49:40.562] [bbotk] Result of batch 24: INFO [12:49:40.566] [bbotk] nrounds eta classif.auc warnings errors runtime_learners INFO [12:49:40.566] [bbotk] 1 -3.453878 0.9434479 0 0 7.43 INFO [12:49:40.566] [bbotk] uhash INFO [12:49:40.566] [bbotk] e35527ff-1e4e-4436-b2f8-3f4882bdb2c0 INFO [12:49:40.567] [bbotk] Evaluating 1 configuration(s) INFO [12:49:40.577] [mlr3] Running benchmark with 5 resampling iterations INFO [12:49:40.583] [mlr3] Applying learner 'classif.xgboost' on task 'all.364' (iter 1/5) INFO [12:49:42.061] [mlr3] Applying learner 'classif.xgboost' on task 'all.364' (iter 2/5) INFO [12:49:43.569] [mlr3] Applying learner 'classif.xgboost' on task 'all.364' (iter 3/5) INFO [12:49:45.083] [mlr3] Applying learner 'classif.xgboost' on task 'all.364' (iter 4/5) INFO [12:49:46.573] [mlr3] Applying learner 'classif.xgboost' on task 'all.364' (iter 5/5) INFO [12:49:48.077] [mlr3] Finished benchmark INFO [12:49:48.118] [bbotk] Result of batch 25: INFO [12:49:48.122] [bbotk] nrounds eta classif.auc warnings errors runtime_learners INFO [12:49:48.122] [bbotk] 1 -5.180816 0.9434479 0 0 7.422 INFO [12:49:48.122] [bbotk] uhash INFO [12:49:48.122] [bbotk] 13a6a63e-0f1a-43d5-9c19-2d2654ad7afc INFO [12:49:48.128] [bbotk] Finished optimizing after 25 evaluation(s) INFO [12:49:48.128] [bbotk] Result: INFO [12:49:48.131] [bbotk] nrounds eta learner_param_vals x_domain classif.auc INFO [12:49:48.131] [bbotk] INFO [12:49:48.131] [bbotk] 50 -1.726939 0.9674302 ### [bt]: Job terminated successfully [batchtools job.id=2403] ### [bt]: Calculation finished!