### [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=2421] ### [bt]: Generating problem instance for problem 'cbb04f4e5a83a824' ... ### [bt]: Applying algorithm 'run_learner' on problem 'cbb04f4e5a83a824' for job 2421 (seed = 2422) ... INFO [12:01:18.867] [mlr3] Applying learner 'classif.xgboost' on task 'all.364' (iter 21/60) INFO [12:01:20.220] [bbotk] Starting to optimize 2 parameter(s) with '' and '' INFO [12:01:20.270] [bbotk] Evaluating 1 configuration(s) INFO [12:01:20.281] [mlr3] Running benchmark with 5 resampling iterations INFO [12:01:20.318] [mlr3] Applying learner 'classif.xgboost' on task 'all.364' (iter 1/5) INFO [12:01:37.052] [mlr3] Applying learner 'classif.xgboost' on task 'all.364' (iter 2/5) INFO [12:01:53.976] [mlr3] Applying learner 'classif.xgboost' on task 'all.364' (iter 3/5) INFO [12:02:10.020] [mlr3] Applying learner 'classif.xgboost' on task 'all.364' (iter 4/5) INFO [12:02:27.063] [mlr3] Applying learner 'classif.xgboost' on task 'all.364' (iter 5/5) INFO [12:02:43.895] [mlr3] Finished benchmark INFO [12:02:43.940] [bbotk] Result of batch 1: INFO [12:02:43.944] [bbotk] nrounds eta classif.auc warnings errors runtime_learners INFO [12:02:43.944] [bbotk] 75 -6.907755 0.9437457 0 0 83.475 INFO [12:02:43.944] [bbotk] uhash INFO [12:02:43.944] [bbotk] 490c3476-bcb3-44d7-9f08-b2cbc88bb2a7 INFO [12:02:43.946] [bbotk] Evaluating 1 configuration(s) INFO [12:02:43.966] [mlr3] Running benchmark with 5 resampling iterations INFO [12:02:43.973] [mlr3] Applying learner 'classif.xgboost' on task 'all.364' (iter 1/5) INFO [12:03:07.537] [mlr3] Applying learner 'classif.xgboost' on task 'all.364' (iter 2/5) INFO [12:03:30.974] [mlr3] Applying learner 'classif.xgboost' on task 'all.364' (iter 3/5) INFO [12:03:54.218] [mlr3] Applying learner 'classif.xgboost' on task 'all.364' (iter 4/5) INFO [12:04:17.582] [mlr3] Applying learner 'classif.xgboost' on task 'all.364' (iter 5/5) INFO [12:04:41.157] [mlr3] Finished benchmark INFO [12:04:41.194] [bbotk] Result of batch 2: INFO [12:04:41.197] [bbotk] nrounds eta classif.auc warnings errors runtime_learners INFO [12:04:41.197] [bbotk] 100 -1.726939 0.9613958 0 0 117.108 INFO [12:04:41.197] [bbotk] uhash INFO [12:04:41.197] [bbotk] 1b4dd936-a527-4afb-95be-d33e2b3f11c2 INFO [12:04:41.198] [bbotk] Evaluating 1 configuration(s) INFO [12:04:41.207] [mlr3] Running benchmark with 5 resampling iterations INFO [12:04:41.213] [mlr3] Applying learner 'classif.xgboost' on task 'all.364' (iter 1/5) INFO [12:04:47.087] [mlr3] Applying learner 'classif.xgboost' on task 'all.364' (iter 2/5) INFO [12:04:53.077] [mlr3] Applying learner 'classif.xgboost' on task 'all.364' (iter 3/5) INFO [12:04:58.849] [mlr3] Applying learner 'classif.xgboost' on task 'all.364' (iter 4/5) INFO [12:05:04.814] [mlr3] Applying learner 'classif.xgboost' on task 'all.364' (iter 5/5) INFO [12:05:10.778] [mlr3] Finished benchmark INFO [12:05:10.813] [bbotk] Result of batch 3: INFO [12:05:10.816] [bbotk] nrounds eta classif.auc warnings errors runtime_learners INFO [12:05:10.816] [bbotk] 25 -5.180816 0.9458504 0 0 29.494 INFO [12:05:10.816] [bbotk] uhash INFO [12:05:10.816] [bbotk] 0f2252be-3df6-4f9e-9266-a19ae8d523c6 INFO [12:05:10.818] [bbotk] Evaluating 1 configuration(s) INFO [12:05:10.827] [mlr3] Running benchmark with 5 resampling iterations INFO [12:05:10.833] [mlr3] Applying learner 'classif.xgboost' on task 'all.364' (iter 1/5) INFO [12:05:11.514] [mlr3] Applying learner 'classif.xgboost' on task 'all.364' (iter 2/5) INFO [12:05:12.221] [mlr3] Applying learner 'classif.xgboost' on task 'all.364' (iter 3/5) INFO [12:05:12.911] [mlr3] Applying learner 'classif.xgboost' on task 'all.364' (iter 4/5) INFO [12:05:13.623] [mlr3] Applying learner 'classif.xgboost' on task 'all.364' (iter 5/5) INFO [12:05:14.317] [mlr3] Finished benchmark INFO [12:05:14.351] [bbotk] Result of batch 4: INFO [12:05:14.354] [bbotk] nrounds eta classif.auc warnings errors runtime_learners INFO [12:05:14.354] [bbotk] 1 0 0.9276036 0 0 3.417 INFO [12:05:14.354] [bbotk] uhash INFO [12:05:14.354] [bbotk] 9301ef0a-c1fe-4cab-8c70-375b051525af INFO [12:05:14.355] [bbotk] Evaluating 1 configuration(s) INFO [12:05:14.363] [mlr3] Running benchmark with 5 resampling iterations INFO [12:05:14.369] [mlr3] Applying learner 'classif.xgboost' on task 'all.364' (iter 1/5) INFO [12:05:26.340] [mlr3] Applying learner 'classif.xgboost' on task 'all.364' (iter 2/5) INFO [12:05:38.726] [mlr3] Applying learner 'classif.xgboost' on task 'all.364' (iter 3/5) INFO [12:05:50.747] [mlr3] Applying learner 'classif.xgboost' on task 'all.364' (iter 4/5) INFO [12:06:02.958] [mlr3] Applying learner 'classif.xgboost' on task 'all.364' (iter 5/5) INFO [12:06:15.151] [mlr3] Finished benchmark INFO [12:06:15.188] [bbotk] Result of batch 5: INFO [12:06:15.191] [bbotk] nrounds eta classif.auc warnings errors runtime_learners INFO [12:06:15.191] [bbotk] 50 0 0.950965 0 0 60.715 INFO [12:06:15.191] [bbotk] uhash INFO [12:06:15.191] [bbotk] 4d718a32-7f6e-420c-b028-3ae50e5a9ce4 INFO [12:06:15.192] [bbotk] Evaluating 1 configuration(s) INFO [12:06:15.201] [mlr3] Running benchmark with 5 resampling iterations INFO [12:06:15.207] [mlr3] Applying learner 'classif.xgboost' on task 'all.364' (iter 1/5) INFO [12:06:15.892] [mlr3] Applying learner 'classif.xgboost' on task 'all.364' (iter 2/5) INFO [12:06:16.595] [mlr3] Applying learner 'classif.xgboost' on task 'all.364' (iter 3/5) INFO [12:06:17.528] [mlr3] Applying learner 'classif.xgboost' on task 'all.364' (iter 4/5) INFO [12:06:18.245] [mlr3] Applying learner 'classif.xgboost' on task 'all.364' (iter 5/5) INFO [12:06:18.923] [mlr3] Finished benchmark INFO [12:06:18.956] [bbotk] Result of batch 6: INFO [12:06:18.959] [bbotk] nrounds eta classif.auc warnings errors runtime_learners INFO [12:06:18.959] [bbotk] 1 -5.180816 0.9276036 0 0 3.652 INFO [12:06:18.959] [bbotk] uhash INFO [12:06:18.959] [bbotk] 773fc530-8c3e-4ccb-bf96-765f1e9bb293 INFO [12:06:18.960] [bbotk] Evaluating 1 configuration(s) INFO [12:06:18.968] [mlr3] Running benchmark with 5 resampling iterations INFO [12:06:18.973] [mlr3] Applying learner 'classif.xgboost' on task 'all.364' (iter 1/5) INFO [12:06:36.516] [mlr3] Applying learner 'classif.xgboost' on task 'all.364' (iter 2/5) INFO [12:06:54.135] [mlr3] Applying learner 'classif.xgboost' on task 'all.364' (iter 3/5) INFO [12:07:11.690] [mlr3] Applying learner 'classif.xgboost' on task 'all.364' (iter 4/5) INFO [12:07:29.294] [mlr3] Applying learner 'classif.xgboost' on task 'all.364' (iter 5/5) INFO [12:07:46.800] [mlr3] Finished benchmark INFO [12:07:46.838] [bbotk] Result of batch 7: INFO [12:07:46.841] [bbotk] nrounds eta classif.auc warnings errors runtime_learners INFO [12:07:46.841] [bbotk] 75 -1.726939 0.9622425 0 0 87.757 INFO [12:07:46.841] [bbotk] uhash INFO [12:07:46.841] [bbotk] 97ae40a7-9e40-48b9-b8be-c65c73feb7df INFO [12:07:46.842] [bbotk] Evaluating 1 configuration(s) INFO [12:07:46.851] [mlr3] Running benchmark with 5 resampling iterations INFO [12:07:46.857] [mlr3] Applying learner 'classif.xgboost' on task 'all.364' (iter 1/5) INFO [12:07:52.974] [mlr3] Applying learner 'classif.xgboost' on task 'all.364' (iter 2/5) INFO [12:07:59.104] [mlr3] Applying learner 'classif.xgboost' on task 'all.364' (iter 3/5) INFO [12:08:05.217] [mlr3] Applying learner 'classif.xgboost' on task 'all.364' (iter 4/5) INFO [12:08:11.341] [mlr3] Applying learner 'classif.xgboost' on task 'all.364' (iter 5/5) INFO [12:08:17.430] [mlr3] Finished benchmark INFO [12:08:17.466] [bbotk] Result of batch 8: INFO [12:08:17.469] [bbotk] nrounds eta classif.auc warnings errors runtime_learners INFO [12:08:17.469] [bbotk] 25 -1.726939 0.960947 0 0 30.507 INFO [12:08:17.469] [bbotk] uhash INFO [12:08:17.469] [bbotk] a13f72e7-e18b-4ce2-8ce7-2b4968be9696 INFO [12:08:17.471] [bbotk] Evaluating 1 configuration(s) INFO [12:08:17.479] [mlr3] Running benchmark with 5 resampling iterations INFO [12:08:17.485] [mlr3] Applying learner 'classif.xgboost' on task 'all.364' (iter 1/5) INFO [12:08:39.333] [mlr3] Applying learner 'classif.xgboost' on task 'all.364' (iter 2/5) INFO [12:09:01.708] [mlr3] Applying learner 'classif.xgboost' on task 'all.364' (iter 3/5) INFO [12:09:23.272] [mlr3] Applying learner 'classif.xgboost' on task 'all.364' (iter 4/5) INFO [12:09:45.663] [mlr3] Applying learner 'classif.xgboost' on task 'all.364' (iter 5/5) INFO [12:10:07.985] [mlr3] Finished benchmark INFO [12:10:08.024] [bbotk] Result of batch 9: INFO [12:10:08.027] [bbotk] nrounds eta classif.auc warnings errors runtime_learners INFO [12:10:08.027] [bbotk] 100 -6.907755 0.9450319 0 0 110.43 INFO [12:10:08.027] [bbotk] uhash INFO [12:10:08.027] [bbotk] 9eda54fa-e081-4b81-a189-ff5ee7d80502 INFO [12:10:08.028] [bbotk] Evaluating 1 configuration(s) INFO [12:10:08.037] [mlr3] Running benchmark with 5 resampling iterations INFO [12:10:08.044] [mlr3] Applying learner 'classif.xgboost' on task 'all.364' (iter 1/5) INFO [12:10:08.725] [mlr3] Applying learner 'classif.xgboost' on task 'all.364' (iter 2/5) INFO [12:10:09.434] [mlr3] Applying learner 'classif.xgboost' on task 'all.364' (iter 3/5) INFO [12:10:10.115] [mlr3] Applying learner 'classif.xgboost' on task 'all.364' (iter 4/5) INFO [12:10:10.820] [mlr3] Applying learner 'classif.xgboost' on task 'all.364' (iter 5/5) INFO [12:10:11.507] [mlr3] Finished benchmark INFO [12:10:11.540] [bbotk] Result of batch 10: INFO [12:10:11.542] [bbotk] nrounds eta classif.auc warnings errors runtime_learners INFO [12:10:11.542] [bbotk] 1 -3.453878 0.9276036 0 0 3.398 INFO [12:10:11.542] [bbotk] uhash INFO [12:10:11.542] [bbotk] 8f0eb7d0-ec7a-4d99-a0e2-2d330124f00c INFO [12:10:11.544] [bbotk] Evaluating 1 configuration(s) INFO [12:10:11.551] [mlr3] Running benchmark with 5 resampling iterations INFO [12:10:11.557] [mlr3] Applying learner 'classif.xgboost' on task 'all.364' (iter 1/5) INFO [12:10:28.373] [mlr3] Applying learner 'classif.xgboost' on task 'all.364' (iter 2/5) INFO [12:10:45.468] [mlr3] Applying learner 'classif.xgboost' on task 'all.364' (iter 3/5) INFO [12:11:02.249] [mlr3] Applying learner 'classif.xgboost' on task 'all.364' (iter 4/5) INFO [12:11:19.126] [mlr3] Applying learner 'classif.xgboost' on task 'all.364' (iter 5/5) INFO [12:11:36.209] [mlr3] Finished benchmark INFO [12:11:36.244] [bbotk] Result of batch 11: INFO [12:11:36.247] [bbotk] nrounds eta classif.auc warnings errors runtime_learners INFO [12:11:36.247] [bbotk] 75 -5.180816 0.9473111 0 0 84.582 INFO [12:11:36.247] [bbotk] uhash INFO [12:11:36.247] [bbotk] 41960c82-c7a4-4b13-8004-3840dd9b0b39 INFO [12:11:36.248] [bbotk] Evaluating 1 configuration(s) INFO [12:11:36.256] [mlr3] Running benchmark with 5 resampling iterations INFO [12:11:36.262] [mlr3] Applying learner 'classif.xgboost' on task 'all.364' (iter 1/5) INFO [12:11:47.354] [mlr3] Applying learner 'classif.xgboost' on task 'all.364' (iter 2/5) INFO [12:11:58.677] [mlr3] Applying learner 'classif.xgboost' on task 'all.364' (iter 3/5) INFO [12:12:09.412] [mlr3] Applying learner 'classif.xgboost' on task 'all.364' (iter 4/5) INFO [12:12:20.889] [mlr3] Applying learner 'classif.xgboost' on task 'all.364' (iter 5/5) INFO [12:12:32.194] [mlr3] Finished benchmark INFO [12:12:32.228] [bbotk] Result of batch 12: INFO [12:12:32.231] [bbotk] nrounds eta classif.auc warnings errors runtime_learners INFO [12:12:32.231] [bbotk] 50 -6.907755 0.943454 0 0 55.863 INFO [12:12:32.231] [bbotk] uhash INFO [12:12:32.231] [bbotk] 5b0fb085-9341-4251-b8ea-94e74fb6cb9c INFO [12:12:32.232] [bbotk] Evaluating 1 configuration(s) INFO [12:12:32.240] [mlr3] Running benchmark with 5 resampling iterations INFO [12:12:32.246] [mlr3] Applying learner 'classif.xgboost' on task 'all.364' (iter 1/5) INFO [12:12:44.139] [mlr3] Applying learner 'classif.xgboost' on task 'all.364' (iter 2/5) INFO [12:12:56.062] [mlr3] Applying learner 'classif.xgboost' on task 'all.364' (iter 3/5) INFO [12:13:07.891] [mlr3] Applying learner 'classif.xgboost' on task 'all.364' (iter 4/5) INFO [12:13:19.758] [mlr3] Applying learner 'classif.xgboost' on task 'all.364' (iter 5/5) INFO [12:13:31.607] [mlr3] Finished benchmark INFO [12:13:31.643] [bbotk] Result of batch 13: INFO [12:13:31.646] [bbotk] nrounds eta classif.auc warnings errors runtime_learners INFO [12:13:31.646] [bbotk] 50 -1.726939 0.9625849 0 0 59.292 INFO [12:13:31.646] [bbotk] uhash INFO [12:13:31.646] [bbotk] e664ab1c-acd9-4b14-824c-d8a85e9fc1b8 INFO [12:13:31.647] [bbotk] Evaluating 1 configuration(s) INFO [12:13:31.655] [mlr3] Running benchmark with 5 resampling iterations INFO [12:13:31.661] [mlr3] Applying learner 'classif.xgboost' on task 'all.364' (iter 1/5) INFO [12:13:54.657] [mlr3] Applying learner 'classif.xgboost' on task 'all.364' (iter 2/5) INFO [12:14:17.725] [mlr3] Applying learner 'classif.xgboost' on task 'all.364' (iter 3/5) INFO [12:14:40.629] [mlr3] Applying learner 'classif.xgboost' on task 'all.364' (iter 4/5) INFO [12:15:03.603] [mlr3] Applying learner 'classif.xgboost' on task 'all.364' (iter 5/5) INFO [12:15:26.540] [mlr3] Finished benchmark INFO [12:15:26.577] [bbotk] Result of batch 14: INFO [12:15:26.580] [bbotk] nrounds eta classif.auc warnings errors runtime_learners INFO [12:15:26.580] [bbotk] 100 -3.453878 0.9613054 0 0 114.807 INFO [12:15:26.580] [bbotk] uhash INFO [12:15:26.580] [bbotk] fd3aebfb-7bdd-4dad-904b-f83370edc2ae INFO [12:15:26.582] [bbotk] Evaluating 1 configuration(s) INFO [12:15:26.590] [mlr3] Running benchmark with 5 resampling iterations INFO [12:15:26.597] [mlr3] Applying learner 'classif.xgboost' on task 'all.364' (iter 1/5) INFO [12:15:32.600] [mlr3] Applying learner 'classif.xgboost' on task 'all.364' (iter 2/5) INFO [12:15:38.641] [mlr3] Applying learner 'classif.xgboost' on task 'all.364' (iter 3/5) INFO [12:15:44.603] [mlr3] Applying learner 'classif.xgboost' on task 'all.364' (iter 4/5) INFO [12:15:50.584] [mlr3] Applying learner 'classif.xgboost' on task 'all.364' (iter 5/5) INFO [12:15:56.603] [mlr3] Finished benchmark INFO [12:15:56.639] [bbotk] Result of batch 15: INFO [12:15:56.641] [bbotk] nrounds eta classif.auc warnings errors runtime_learners INFO [12:15:56.641] [bbotk] 25 -3.453878 0.9480316 0 0 29.94 INFO [12:15:56.641] [bbotk] uhash INFO [12:15:56.641] [bbotk] c218bd21-13d3-4992-ab17-133f39213640 INFO [12:15:56.643] [bbotk] Evaluating 1 configuration(s) INFO [12:15:56.651] [mlr3] Running benchmark with 5 resampling iterations INFO [12:15:56.657] [mlr3] Applying learner 'classif.xgboost' on task 'all.364' (iter 1/5) INFO [12:16:20.219] [mlr3] Applying learner 'classif.xgboost' on task 'all.364' (iter 2/5) INFO [12:16:44.021] [mlr3] Applying learner 'classif.xgboost' on task 'all.364' (iter 3/5) INFO [12:17:07.224] [mlr3] Applying learner 'classif.xgboost' on task 'all.364' (iter 4/5) INFO [12:17:31.137] [mlr3] Applying learner 'classif.xgboost' on task 'all.364' (iter 5/5) INFO [12:17:54.779] [mlr3] Finished benchmark INFO [12:17:54.819] [bbotk] Result of batch 16: INFO [12:17:54.822] [bbotk] nrounds eta classif.auc warnings errors runtime_learners INFO [12:17:54.822] [bbotk] 100 0 0.9527786 0 0 118.051 INFO [12:17:54.822] [bbotk] uhash INFO [12:17:54.822] [bbotk] bdb9dfc6-f95d-4995-91af-b3fddfbc3538 INFO [12:17:54.823] [bbotk] Evaluating 1 configuration(s) INFO [12:17:54.833] [mlr3] Running benchmark with 5 resampling iterations INFO [12:17:54.839] [mlr3] Applying learner 'classif.xgboost' on task 'all.364' (iter 1/5) INFO [12:18:12.199] [mlr3] Applying learner 'classif.xgboost' on task 'all.364' (iter 2/5) INFO [12:18:29.542] [mlr3] Applying learner 'classif.xgboost' on task 'all.364' (iter 3/5) INFO [12:18:46.788] [mlr3] Applying learner 'classif.xgboost' on task 'all.364' (iter 4/5) INFO [12:19:04.100] [mlr3] Applying learner 'classif.xgboost' on task 'all.364' (iter 5/5) INFO [12:19:21.382] [mlr3] Finished benchmark INFO [12:19:21.418] [bbotk] Result of batch 17: INFO [12:19:21.421] [bbotk] nrounds eta classif.auc warnings errors runtime_learners INFO [12:19:21.421] [bbotk] 75 -3.453878 0.9589929 0 0 86.479 INFO [12:19:21.421] [bbotk] uhash INFO [12:19:21.421] [bbotk] ad7ed54d-79d1-42f9-9472-c5fa99a37d12 INFO [12:19:21.423] [bbotk] Evaluating 1 configuration(s) INFO [12:19:21.431] [mlr3] Running benchmark with 5 resampling iterations INFO [12:19:21.437] [mlr3] Applying learner 'classif.xgboost' on task 'all.364' (iter 1/5) INFO [12:19:43.842] [mlr3] Applying learner 'classif.xgboost' on task 'all.364' (iter 2/5) INFO [12:20:06.602] [mlr3] Applying learner 'classif.xgboost' on task 'all.364' (iter 3/5) INFO [12:20:28.922] [mlr3] Applying learner 'classif.xgboost' on task 'all.364' (iter 4/5) INFO [12:20:51.440] [mlr3] Applying learner 'classif.xgboost' on task 'all.364' (iter 5/5) INFO [12:21:14.136] [mlr3] Finished benchmark INFO [12:21:14.176] [bbotk] Result of batch 18: INFO [12:21:14.179] [bbotk] nrounds eta classif.auc warnings errors runtime_learners INFO [12:21:14.179] [bbotk] 100 -5.180816 0.9477824 0 0 112.628 INFO [12:21:14.179] [bbotk] uhash INFO [12:21:14.179] [bbotk] 8cee3128-05fd-462b-b0cf-ca14126cfe02 INFO [12:21:14.180] [bbotk] Evaluating 1 configuration(s) INFO [12:21:14.190] [mlr3] Running benchmark with 5 resampling iterations INFO [12:21:14.196] [mlr3] Applying learner 'classif.xgboost' on task 'all.364' (iter 1/5) INFO [12:21:14.883] [mlr3] Applying learner 'classif.xgboost' on task 'all.364' (iter 2/5) INFO [12:21:15.586] [mlr3] Applying learner 'classif.xgboost' on task 'all.364' (iter 3/5) INFO [12:21:16.274] [mlr3] Applying learner 'classif.xgboost' on task 'all.364' (iter 4/5) INFO [12:21:16.987] [mlr3] Applying learner 'classif.xgboost' on task 'all.364' (iter 5/5) INFO [12:21:17.663] [mlr3] Finished benchmark INFO [12:21:17.697] [bbotk] Result of batch 19: INFO [12:21:17.699] [bbotk] nrounds eta classif.auc warnings errors runtime_learners INFO [12:21:17.699] [bbotk] 1 -6.907755 0.9276036 0 0 3.403 INFO [12:21:17.699] [bbotk] uhash INFO [12:21:17.699] [bbotk] ce56277a-ec4e-4ade-b5ab-091b94575b5b INFO [12:21:17.700] [bbotk] Evaluating 1 configuration(s) INFO [12:21:17.709] [mlr3] Running benchmark with 5 resampling iterations INFO [12:21:17.714] [mlr3] Applying learner 'classif.xgboost' on task 'all.364' (iter 1/5) INFO [12:21:35.766] [mlr3] Applying learner 'classif.xgboost' on task 'all.364' (iter 2/5) INFO [12:21:54.234] [mlr3] Applying learner 'classif.xgboost' on task 'all.364' (iter 3/5) INFO [12:22:12.005] [mlr3] Applying learner 'classif.xgboost' on task 'all.364' (iter 4/5) INFO [12:22:30.134] [mlr3] Applying learner 'classif.xgboost' on task 'all.364' (iter 5/5) INFO [12:22:48.254] [mlr3] Finished benchmark INFO [12:22:48.290] [bbotk] Result of batch 20: INFO [12:22:48.293] [bbotk] nrounds eta classif.auc warnings errors runtime_learners INFO [12:22:48.293] [bbotk] 75 0 0.9520613 0 0 90.474 INFO [12:22:48.293] [bbotk] uhash INFO [12:22:48.293] [bbotk] 666d93f8-5307-45ec-89a1-bb700e1ec5f5 INFO [12:22:48.294] [bbotk] Evaluating 1 configuration(s) INFO [12:22:48.303] [mlr3] Running benchmark with 5 resampling iterations INFO [12:22:48.309] [mlr3] Applying learner 'classif.xgboost' on task 'all.364' (iter 1/5) INFO [12:22:48.990] [mlr3] Applying learner 'classif.xgboost' on task 'all.364' (iter 2/5) INFO [12:22:49.691] [mlr3] Applying learner 'classif.xgboost' on task 'all.364' (iter 3/5) INFO [12:22:50.374] [mlr3] Applying learner 'classif.xgboost' on task 'all.364' (iter 4/5) INFO [12:22:51.082] [mlr3] Applying learner 'classif.xgboost' on task 'all.364' (iter 5/5) INFO [12:22:51.760] [mlr3] Finished benchmark INFO [12:22:51.794] [bbotk] Result of batch 21: INFO [12:22:51.796] [bbotk] nrounds eta classif.auc warnings errors runtime_learners INFO [12:22:51.796] [bbotk] 1 -1.726939 0.9276036 0 0 3.393 INFO [12:22:51.796] [bbotk] uhash INFO [12:22:51.796] [bbotk] c01fa018-43ee-485f-a850-aa4d43598a57 INFO [12:22:51.797] [bbotk] Evaluating 1 configuration(s) INFO [12:22:51.805] [mlr3] Running benchmark with 5 resampling iterations INFO [12:22:51.811] [mlr3] Applying learner 'classif.xgboost' on task 'all.364' (iter 1/5) INFO [12:23:03.117] [mlr3] Applying learner 'classif.xgboost' on task 'all.364' (iter 2/5) INFO [12:23:14.621] [mlr3] Applying learner 'classif.xgboost' on task 'all.364' (iter 3/5) INFO [12:23:25.870] [mlr3] Applying learner 'classif.xgboost' on task 'all.364' (iter 4/5) INFO [12:23:37.260] [mlr3] Applying learner 'classif.xgboost' on task 'all.364' (iter 5/5) INFO [12:23:48.776] [mlr3] Finished benchmark INFO [12:23:48.812] [bbotk] Result of batch 22: INFO [12:23:48.814] [bbotk] nrounds eta classif.auc warnings errors runtime_learners INFO [12:23:48.814] [bbotk] 50 -5.180816 0.9471231 0 0 56.896 INFO [12:23:48.814] [bbotk] uhash INFO [12:23:48.814] [bbotk] 0543cd06-b3f6-463e-a8b5-8668fbad8bfe INFO [12:23:48.816] [bbotk] Evaluating 1 configuration(s) INFO [12:23:48.824] [mlr3] Running benchmark with 5 resampling iterations INFO [12:23:48.830] [mlr3] Applying learner 'classif.xgboost' on task 'all.364' (iter 1/5) INFO [12:24:00.473] [mlr3] Applying learner 'classif.xgboost' on task 'all.364' (iter 2/5) INFO [12:24:12.134] [mlr3] Applying learner 'classif.xgboost' on task 'all.364' (iter 3/5) INFO [12:24:23.749] [mlr3] Applying learner 'classif.xgboost' on task 'all.364' (iter 4/5) INFO [12:24:35.354] [mlr3] Applying learner 'classif.xgboost' on task 'all.364' (iter 5/5) INFO [12:24:46.991] [mlr3] Finished benchmark INFO [12:24:47.026] [bbotk] Result of batch 23: INFO [12:24:47.029] [bbotk] nrounds eta classif.auc warnings errors runtime_learners INFO [12:24:47.029] [bbotk] 50 -3.453878 0.9542599 0 0 58.094 INFO [12:24:47.029] [bbotk] uhash INFO [12:24:47.029] [bbotk] ef26f667-b6a3-4ffe-882d-4f0e8f5ddd22 INFO [12:24:47.030] [bbotk] Evaluating 1 configuration(s) INFO [12:24:47.038] [mlr3] Running benchmark with 5 resampling iterations INFO [12:24:47.044] [mlr3] Applying learner 'classif.xgboost' on task 'all.364' (iter 1/5) INFO [12:24:52.786] [mlr3] Applying learner 'classif.xgboost' on task 'all.364' (iter 2/5) INFO [12:24:58.688] [mlr3] Applying learner 'classif.xgboost' on task 'all.364' (iter 3/5) INFO [12:25:04.197] [mlr3] Applying learner 'classif.xgboost' on task 'all.364' (iter 4/5) INFO [12:25:10.215] [mlr3] Applying learner 'classif.xgboost' on task 'all.364' (iter 5/5) INFO [12:25:16.012] [mlr3] Finished benchmark INFO [12:25:16.047] [bbotk] Result of batch 24: INFO [12:25:16.049] [bbotk] nrounds eta classif.auc warnings errors runtime_learners INFO [12:25:16.049] [bbotk] 25 -6.907755 0.9385313 0 0 28.903 INFO [12:25:16.049] [bbotk] uhash INFO [12:25:16.049] [bbotk] 37c5ebea-cc5b-49e1-a089-38529571ee39 INFO [12:25:16.051] [bbotk] Evaluating 1 configuration(s) INFO [12:25:16.059] [mlr3] Running benchmark with 5 resampling iterations INFO [12:25:16.065] [mlr3] Applying learner 'classif.xgboost' on task 'all.364' (iter 1/5) INFO [12:25:22.244] [mlr3] Applying learner 'classif.xgboost' on task 'all.364' (iter 2/5) INFO [12:25:28.446] [mlr3] Applying learner 'classif.xgboost' on task 'all.364' (iter 3/5) INFO [12:25:34.612] [mlr3] Applying learner 'classif.xgboost' on task 'all.364' (iter 4/5) INFO [12:25:40.837] [mlr3] Applying learner 'classif.xgboost' on task 'all.364' (iter 5/5) INFO [12:25:47.061] [mlr3] Finished benchmark INFO [12:25:47.096] [bbotk] Result of batch 25: INFO [12:25:47.099] [bbotk] nrounds eta classif.auc warnings errors runtime_learners INFO [12:25:47.099] [bbotk] 25 0 0.9486946 0 0 30.93 INFO [12:25:47.099] [bbotk] uhash INFO [12:25:47.099] [bbotk] 0557149c-5e20-4abc-84f6-a656a6ec85be INFO [12:25:47.104] [bbotk] Finished optimizing after 25 evaluation(s) INFO [12:25:47.105] [bbotk] Result: INFO [12:25:47.107] [bbotk] nrounds eta learner_param_vals x_domain classif.auc INFO [12:25:47.107] [bbotk] INFO [12:25:47.107] [bbotk] 50 -1.726939 0.9625849 ### [bt]: Job terminated successfully [batchtools job.id=2421] ### [bt]: Calculation finished!