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=103] ### [bt]: Generating problem instance for problem '8e203628cef76ef0' ... ### [bt]: Applying algorithm 'run_learner' on problem '8e203628cef76ef0' for job 103 (seed = 104) ... INFO [22:43:53.456] [mlr3] Applying learner 'classif.xgboost' on task 'behavior.15' (iter 43/60) INFO [22:43:54.663] [bbotk] Starting to optimize 2 parameter(s) with '' and '' INFO [22:43:54.698] [bbotk] Evaluating 1 configuration(s) INFO [22:43:54.708] [mlr3] Running benchmark with 5 resampling iterations INFO [22:43:54.762] [mlr3] Applying learner 'classif.xgboost' on task 'behavior.15' (iter 1/5) INFO [22:43:55.398] [mlr3] Applying learner 'classif.xgboost' on task 'behavior.15' (iter 2/5) INFO [22:43:56.043] [mlr3] Applying learner 'classif.xgboost' on task 'behavior.15' (iter 3/5) INFO [22:43:56.730] [mlr3] Applying learner 'classif.xgboost' on task 'behavior.15' (iter 4/5) INFO [22:43:57.358] [mlr3] Applying learner 'classif.xgboost' on task 'behavior.15' (iter 5/5) INFO [22:43:57.975] [mlr3] Finished benchmark INFO [22:43:58.011] [bbotk] Result of batch 1: INFO [22:43:58.015] [bbotk] nrounds eta classif.auc warnings errors runtime_learners INFO [22:43:58.015] [bbotk] 75 -3.453878 0.7016766 0 0 3.152 INFO [22:43:58.015] [bbotk] uhash INFO [22:43:58.015] [bbotk] 8111d770-2c40-47bc-9f9b-5d9f9138a0b2 INFO [22:43:58.016] [bbotk] Evaluating 1 configuration(s) INFO [22:43:58.034] [mlr3] Running benchmark with 5 resampling iterations INFO [22:43:58.039] [mlr3] Applying learner 'classif.xgboost' on task 'behavior.15' (iter 1/5) INFO [22:43:58.565] [mlr3] Applying learner 'classif.xgboost' on task 'behavior.15' (iter 2/5) INFO [22:43:59.059] [mlr3] Applying learner 'classif.xgboost' on task 'behavior.15' (iter 3/5) INFO [22:43:59.563] [mlr3] Applying learner 'classif.xgboost' on task 'behavior.15' (iter 4/5) INFO [22:44:00.054] [mlr3] Applying learner 'classif.xgboost' on task 'behavior.15' (iter 5/5) INFO [22:44:00.551] [mlr3] Finished benchmark INFO [22:44:00.580] [bbotk] Result of batch 2: INFO [22:44:00.582] [bbotk] nrounds eta classif.auc warnings errors runtime_learners INFO [22:44:00.582] [bbotk] 75 -5.180816 0.6924868 0 0 2.436 INFO [22:44:00.582] [bbotk] uhash INFO [22:44:00.582] [bbotk] f4b4d160-7077-4a67-9dc4-c8d18c7811d7 INFO [22:44:00.583] [bbotk] Evaluating 1 configuration(s) INFO [22:44:00.590] [mlr3] Running benchmark with 5 resampling iterations INFO [22:44:00.595] [mlr3] Applying learner 'classif.xgboost' on task 'behavior.15' (iter 1/5) INFO [22:44:01.093] [mlr3] Applying learner 'classif.xgboost' on task 'behavior.15' (iter 2/5) INFO [22:44:01.597] [mlr3] Applying learner 'classif.xgboost' on task 'behavior.15' (iter 3/5) INFO [22:44:02.115] [mlr3] Applying learner 'classif.xgboost' on task 'behavior.15' (iter 4/5) INFO [22:44:02.618] [mlr3] Applying learner 'classif.xgboost' on task 'behavior.15' (iter 5/5) INFO [22:44:03.117] [mlr3] Finished benchmark INFO [22:44:03.151] [bbotk] Result of batch 3: INFO [22:44:03.154] [bbotk] nrounds eta classif.auc warnings errors runtime_learners INFO [22:44:03.154] [bbotk] 50 0 0.6498569 0 0 2.46 INFO [22:44:03.154] [bbotk] uhash INFO [22:44:03.154] [bbotk] 0bd8af4b-b77f-4693-a001-3f803440548a INFO [22:44:03.155] [bbotk] Evaluating 1 configuration(s) INFO [22:44:03.162] [mlr3] Running benchmark with 5 resampling iterations INFO [22:44:03.167] [mlr3] Applying learner 'classif.xgboost' on task 'behavior.15' (iter 1/5) INFO [22:44:03.365] [mlr3] Applying learner 'classif.xgboost' on task 'behavior.15' (iter 2/5) INFO [22:44:03.560] [mlr3] Applying learner 'classif.xgboost' on task 'behavior.15' (iter 3/5) INFO [22:44:03.766] [mlr3] Applying learner 'classif.xgboost' on task 'behavior.15' (iter 4/5) INFO [22:44:03.964] [mlr3] Applying learner 'classif.xgboost' on task 'behavior.15' (iter 5/5) INFO [22:44:04.158] [mlr3] Finished benchmark INFO [22:44:04.190] [bbotk] Result of batch 4: INFO [22:44:04.193] [bbotk] nrounds eta classif.auc warnings errors runtime_learners INFO [22:44:04.193] [bbotk] 25 -3.453878 0.6924676 0 0 0.935 INFO [22:44:04.193] [bbotk] uhash INFO [22:44:04.193] [bbotk] b0261372-d442-49c0-a0b0-531749cc5165 INFO [22:44:04.194] [bbotk] Evaluating 1 configuration(s) INFO [22:44:04.202] [mlr3] Running benchmark with 5 resampling iterations INFO [22:44:04.208] [mlr3] Applying learner 'classif.xgboost' on task 'behavior.15' (iter 1/5) INFO [22:44:04.567] [mlr3] Applying learner 'classif.xgboost' on task 'behavior.15' (iter 2/5) INFO [22:44:04.907] [mlr3] Applying learner 'classif.xgboost' on task 'behavior.15' (iter 3/5) INFO [22:44:05.251] [mlr3] Applying learner 'classif.xgboost' on task 'behavior.15' (iter 4/5) INFO [22:44:05.663] [mlr3] Applying learner 'classif.xgboost' on task 'behavior.15' (iter 5/5) INFO [22:44:06.003] [mlr3] Finished benchmark INFO [22:44:06.032] [bbotk] Result of batch 5: INFO [22:44:06.035] [bbotk] nrounds eta classif.auc warnings errors runtime_learners INFO [22:44:06.035] [bbotk] 50 -5.180816 0.6923792 0 0 1.74 INFO [22:44:06.035] [bbotk] uhash INFO [22:44:06.035] [bbotk] bbe085ee-e493-4bbb-b425-130d6e6b96b4 INFO [22:44:06.036] [bbotk] Evaluating 1 configuration(s) INFO [22:44:06.043] [mlr3] Running benchmark with 5 resampling iterations INFO [22:44:06.048] [mlr3] Applying learner 'classif.xgboost' on task 'behavior.15' (iter 1/5) INFO [22:44:06.720] [mlr3] Applying learner 'classif.xgboost' on task 'behavior.15' (iter 2/5) INFO [22:44:07.377] [mlr3] Applying learner 'classif.xgboost' on task 'behavior.15' (iter 3/5) INFO [22:44:08.071] [mlr3] Applying learner 'classif.xgboost' on task 'behavior.15' (iter 4/5) INFO [22:44:08.714] [mlr3] Applying learner 'classif.xgboost' on task 'behavior.15' (iter 5/5) INFO [22:44:09.361] [mlr3] Finished benchmark INFO [22:44:09.405] [bbotk] Result of batch 6: INFO [22:44:09.408] [bbotk] nrounds eta classif.auc warnings errors runtime_learners INFO [22:44:09.408] [bbotk] 100 -5.180816 0.692009 0 0 3.256 INFO [22:44:09.408] [bbotk] uhash INFO [22:44:09.408] [bbotk] 04f7b96e-7f5d-4370-95fe-191b73eb8f86 INFO [22:44:09.409] [bbotk] Evaluating 1 configuration(s) INFO [22:44:09.417] [mlr3] Running benchmark with 5 resampling iterations INFO [22:44:09.422] [mlr3] Applying learner 'classif.xgboost' on task 'behavior.15' (iter 1/5) INFO [22:44:09.815] [mlr3] Applying learner 'classif.xgboost' on task 'behavior.15' (iter 2/5) INFO [22:44:10.214] [mlr3] Applying learner 'classif.xgboost' on task 'behavior.15' (iter 3/5) INFO [22:44:10.659] [mlr3] Applying learner 'classif.xgboost' on task 'behavior.15' (iter 4/5) INFO [22:44:11.048] [mlr3] Applying learner 'classif.xgboost' on task 'behavior.15' (iter 5/5) INFO [22:44:11.444] [mlr3] Finished benchmark INFO [22:44:11.476] [bbotk] Result of batch 7: INFO [22:44:11.478] [bbotk] nrounds eta classif.auc warnings errors runtime_learners INFO [22:44:11.478] [bbotk] 50 -3.453878 0.7031558 0 0 1.966 INFO [22:44:11.478] [bbotk] uhash INFO [22:44:11.478] [bbotk] 6661a83a-26f7-4352-8349-101776b5cfec INFO [22:44:11.480] [bbotk] Evaluating 1 configuration(s) INFO [22:44:11.488] [mlr3] Running benchmark with 5 resampling iterations INFO [22:44:11.493] [mlr3] Applying learner 'classif.xgboost' on task 'behavior.15' (iter 1/5) INFO [22:44:11.760] [mlr3] Applying learner 'classif.xgboost' on task 'behavior.15' (iter 2/5) INFO [22:44:12.019] [mlr3] Applying learner 'classif.xgboost' on task 'behavior.15' (iter 3/5) INFO [22:44:12.284] [mlr3] Applying learner 'classif.xgboost' on task 'behavior.15' (iter 4/5) INFO [22:44:12.758] [mlr3] Applying learner 'classif.xgboost' on task 'behavior.15' (iter 5/5) INFO [22:44:13.018] [mlr3] Finished benchmark INFO [22:44:13.048] [bbotk] Result of batch 8: INFO [22:44:13.050] [bbotk] nrounds eta classif.auc warnings errors runtime_learners INFO [22:44:13.050] [bbotk] 25 -1.726939 0.6961247 0 0 1.473 INFO [22:44:13.050] [bbotk] uhash INFO [22:44:13.050] [bbotk] 9d2e354b-f5f1-4e5b-b0b8-9b9bb288645e INFO [22:44:13.051] [bbotk] Evaluating 1 configuration(s) INFO [22:44:13.058] [mlr3] Running benchmark with 5 resampling iterations INFO [22:44:13.063] [mlr3] Applying learner 'classif.xgboost' on task 'behavior.15' (iter 1/5) INFO [22:44:14.024] [mlr3] Applying learner 'classif.xgboost' on task 'behavior.15' (iter 2/5) INFO [22:44:14.984] [mlr3] Applying learner 'classif.xgboost' on task 'behavior.15' (iter 3/5) INFO [22:44:15.970] [mlr3] Applying learner 'classif.xgboost' on task 'behavior.15' (iter 4/5) INFO [22:44:16.954] [mlr3] Applying learner 'classif.xgboost' on task 'behavior.15' (iter 5/5) INFO [22:44:17.929] [mlr3] Finished benchmark INFO [22:44:17.959] [bbotk] Result of batch 9: INFO [22:44:17.961] [bbotk] nrounds eta classif.auc warnings errors runtime_learners INFO [22:44:17.961] [bbotk] 100 0 0.6483703 0 0 4.793 INFO [22:44:17.961] [bbotk] uhash INFO [22:44:17.961] [bbotk] 7201624f-1cc4-404c-a82e-529521e64535 INFO [22:44:17.962] [bbotk] Evaluating 1 configuration(s) INFO [22:44:17.970] [mlr3] Running benchmark with 5 resampling iterations INFO [22:44:17.975] [mlr3] Applying learner 'classif.xgboost' on task 'behavior.15' (iter 1/5) INFO [22:44:18.926] [mlr3] Applying learner 'classif.xgboost' on task 'behavior.15' (iter 2/5) INFO [22:44:19.880] [mlr3] Applying learner 'classif.xgboost' on task 'behavior.15' (iter 3/5) INFO [22:44:20.847] [mlr3] Applying learner 'classif.xgboost' on task 'behavior.15' (iter 4/5) INFO [22:44:21.802] [mlr3] Applying learner 'classif.xgboost' on task 'behavior.15' (iter 5/5) INFO [22:44:22.774] [mlr3] Finished benchmark INFO [22:44:22.806] [bbotk] Result of batch 10: INFO [22:44:22.808] [bbotk] nrounds eta classif.auc warnings errors runtime_learners INFO [22:44:22.808] [bbotk] 100 -1.726939 0.6629042 0 0 4.735 INFO [22:44:22.808] [bbotk] uhash INFO [22:44:22.808] [bbotk] da845384-7689-4fea-a7ea-8fc98dcbb26c INFO [22:44:22.810] [bbotk] Evaluating 1 configuration(s) INFO [22:44:22.817] [mlr3] Running benchmark with 5 resampling iterations INFO [22:44:22.823] [mlr3] Applying learner 'classif.xgboost' on task 'behavior.15' (iter 1/5) INFO [22:44:22.870] [mlr3] Applying learner 'classif.xgboost' on task 'behavior.15' (iter 2/5) INFO [22:44:22.917] [mlr3] Applying learner 'classif.xgboost' on task 'behavior.15' (iter 3/5) INFO [22:44:22.963] [mlr3] Applying learner 'classif.xgboost' on task 'behavior.15' (iter 4/5) INFO [22:44:23.007] [mlr3] Applying learner 'classif.xgboost' on task 'behavior.15' (iter 5/5) INFO [22:44:23.056] [mlr3] Finished benchmark INFO [22:44:23.084] [bbotk] Result of batch 11: INFO [22:44:23.086] [bbotk] nrounds eta classif.auc warnings errors runtime_learners INFO [22:44:23.086] [bbotk] 1 -3.453878 0.6930973 0 0 0.178 INFO [22:44:23.086] [bbotk] uhash INFO [22:44:23.086] [bbotk] d652672d-ca1c-43bf-8caf-1729b136dca4 INFO [22:44:23.088] [bbotk] Evaluating 1 configuration(s) INFO [22:44:23.095] [mlr3] Running benchmark with 5 resampling iterations INFO [22:44:23.100] [mlr3] Applying learner 'classif.xgboost' on task 'behavior.15' (iter 1/5) INFO [22:44:23.144] [mlr3] Applying learner 'classif.xgboost' on task 'behavior.15' (iter 2/5) INFO [22:44:23.188] [mlr3] Applying learner 'classif.xgboost' on task 'behavior.15' (iter 3/5) INFO [22:44:23.233] [mlr3] Applying learner 'classif.xgboost' on task 'behavior.15' (iter 4/5) INFO [22:44:23.277] [mlr3] Applying learner 'classif.xgboost' on task 'behavior.15' (iter 5/5) INFO [22:44:23.325] [mlr3] Finished benchmark INFO [22:44:23.354] [bbotk] Result of batch 12: INFO [22:44:23.356] [bbotk] nrounds eta classif.auc warnings errors runtime_learners INFO [22:44:23.356] [bbotk] 1 -5.180816 0.6930973 0 0 0.168 INFO [22:44:23.356] [bbotk] uhash INFO [22:44:23.356] [bbotk] 57539659-7fa2-4e6d-80fa-71cc858ec962 INFO [22:44:23.357] [bbotk] Evaluating 1 configuration(s) INFO [22:44:23.365] [mlr3] Running benchmark with 5 resampling iterations INFO [22:44:23.370] [mlr3] Applying learner 'classif.xgboost' on task 'behavior.15' (iter 1/5) INFO [22:44:23.414] [mlr3] Applying learner 'classif.xgboost' on task 'behavior.15' (iter 2/5) INFO [22:44:23.459] [mlr3] Applying learner 'classif.xgboost' on task 'behavior.15' (iter 3/5) INFO [22:44:23.504] [mlr3] Applying learner 'classif.xgboost' on task 'behavior.15' (iter 4/5) INFO [22:44:23.559] [mlr3] Applying learner 'classif.xgboost' on task 'behavior.15' (iter 5/5) INFO [22:44:23.602] [mlr3] Finished benchmark INFO [22:44:23.631] [bbotk] Result of batch 13: INFO [22:44:23.633] [bbotk] nrounds eta classif.auc warnings errors runtime_learners INFO [22:44:23.633] [bbotk] 1 -6.907755 0.6930973 0 0 0.179 INFO [22:44:23.633] [bbotk] uhash INFO [22:44:23.633] [bbotk] ebaed8f5-1246-4887-8e12-ec25aa171a1c INFO [22:44:23.635] [bbotk] Evaluating 1 configuration(s) INFO [22:44:23.642] [mlr3] Running benchmark with 5 resampling iterations INFO [22:44:23.647] [mlr3] Applying learner 'classif.xgboost' on task 'behavior.15' (iter 1/5) INFO [22:44:23.838] [mlr3] Applying learner 'classif.xgboost' on task 'behavior.15' (iter 2/5) INFO [22:44:24.026] [mlr3] Applying learner 'classif.xgboost' on task 'behavior.15' (iter 3/5) INFO [22:44:24.217] [mlr3] Applying learner 'classif.xgboost' on task 'behavior.15' (iter 4/5) INFO [22:44:24.400] [mlr3] Applying learner 'classif.xgboost' on task 'behavior.15' (iter 5/5) INFO [22:44:24.590] [mlr3] Finished benchmark INFO [22:44:24.618] [bbotk] Result of batch 14: INFO [22:44:24.621] [bbotk] nrounds eta classif.auc warnings errors runtime_learners INFO [22:44:24.621] [bbotk] 25 -6.907755 0.693097 0 0 0.891 INFO [22:44:24.621] [bbotk] uhash INFO [22:44:24.621] [bbotk] b8551fca-f14c-4770-8e74-a13912f1074c INFO [22:44:24.622] [bbotk] Evaluating 1 configuration(s) INFO [22:44:24.629] [mlr3] Running benchmark with 5 resampling iterations INFO [22:44:24.634] [mlr3] Applying learner 'classif.xgboost' on task 'behavior.15' (iter 1/5) INFO [22:44:24.981] [mlr3] Applying learner 'classif.xgboost' on task 'behavior.15' (iter 2/5) INFO [22:44:25.318] [mlr3] Applying learner 'classif.xgboost' on task 'behavior.15' (iter 3/5) INFO [22:44:25.659] [mlr3] Applying learner 'classif.xgboost' on task 'behavior.15' (iter 4/5) INFO [22:44:25.995] [mlr3] Applying learner 'classif.xgboost' on task 'behavior.15' (iter 5/5) INFO [22:44:26.333] [mlr3] Finished benchmark INFO [22:44:26.363] [bbotk] Result of batch 15: INFO [22:44:26.366] [bbotk] nrounds eta classif.auc warnings errors runtime_learners INFO [22:44:26.366] [bbotk] 50 -6.907755 0.6930951 0 0 1.647 INFO [22:44:26.366] [bbotk] uhash INFO [22:44:26.366] [bbotk] 95ad5be7-c628-486c-981c-344cd5d417f1 INFO [22:44:26.367] [bbotk] Evaluating 1 configuration(s) INFO [22:44:26.374] [mlr3] Running benchmark with 5 resampling iterations INFO [22:44:26.379] [mlr3] Applying learner 'classif.xgboost' on task 'behavior.15' (iter 1/5) INFO [22:44:26.878] [mlr3] Applying learner 'classif.xgboost' on task 'behavior.15' (iter 2/5) INFO [22:44:27.374] [mlr3] Applying learner 'classif.xgboost' on task 'behavior.15' (iter 3/5) INFO [22:44:27.887] [mlr3] Applying learner 'classif.xgboost' on task 'behavior.15' (iter 4/5) INFO [22:44:28.377] [mlr3] Applying learner 'classif.xgboost' on task 'behavior.15' (iter 5/5) INFO [22:44:28.880] [mlr3] Finished benchmark INFO [22:44:28.910] [bbotk] Result of batch 16: INFO [22:44:28.912] [bbotk] nrounds eta classif.auc warnings errors runtime_learners INFO [22:44:28.912] [bbotk] 50 -1.726939 0.6768904 0 0 2.447 INFO [22:44:28.912] [bbotk] uhash INFO [22:44:28.912] [bbotk] 9980c04a-37ed-4525-a7ec-07a9d073adba INFO [22:44:28.913] [bbotk] Evaluating 1 configuration(s) INFO [22:44:28.920] [mlr3] Running benchmark with 5 resampling iterations INFO [22:44:28.925] [mlr3] Applying learner 'classif.xgboost' on task 'behavior.15' (iter 1/5) INFO [22:44:29.190] [mlr3] Applying learner 'classif.xgboost' on task 'behavior.15' (iter 2/5) INFO [22:44:29.455] [mlr3] Applying learner 'classif.xgboost' on task 'behavior.15' (iter 3/5) INFO [22:44:29.729] [mlr3] Applying learner 'classif.xgboost' on task 'behavior.15' (iter 4/5) INFO [22:44:29.997] [mlr3] Applying learner 'classif.xgboost' on task 'behavior.15' (iter 5/5) INFO [22:44:30.260] [mlr3] Finished benchmark INFO [22:44:30.290] [bbotk] Result of batch 17: INFO [22:44:30.292] [bbotk] nrounds eta classif.auc warnings errors runtime_learners INFO [22:44:30.292] [bbotk] 25 0 0.6551146 0 0 1.274 INFO [22:44:30.292] [bbotk] uhash INFO [22:44:30.292] [bbotk] 89683737-6768-4ac4-b7f0-d73ceb427f81 INFO [22:44:30.293] [bbotk] Evaluating 1 configuration(s) INFO [22:44:30.300] [mlr3] Running benchmark with 5 resampling iterations INFO [22:44:30.305] [mlr3] Applying learner 'classif.xgboost' on task 'behavior.15' (iter 1/5) INFO [22:44:31.031] [mlr3] Applying learner 'classif.xgboost' on task 'behavior.15' (iter 2/5) INFO [22:44:31.761] [mlr3] Applying learner 'classif.xgboost' on task 'behavior.15' (iter 3/5) INFO [22:44:32.491] [mlr3] Applying learner 'classif.xgboost' on task 'behavior.15' (iter 4/5) INFO [22:44:33.210] [mlr3] Applying learner 'classif.xgboost' on task 'behavior.15' (iter 5/5) INFO [22:44:33.942] [mlr3] Finished benchmark INFO [22:44:33.973] [bbotk] Result of batch 18: INFO [22:44:33.981] [bbotk] nrounds eta classif.auc warnings errors runtime_learners INFO [22:44:33.981] [bbotk] 75 -1.726939 0.6644384 0 0 3.574 INFO [22:44:33.981] [bbotk] uhash INFO [22:44:33.981] [bbotk] 5611f545-f3e5-466d-935e-b9428b07f13c INFO [22:44:33.983] [bbotk] Evaluating 1 configuration(s) INFO [22:44:33.991] [mlr3] Running benchmark with 5 resampling iterations INFO [22:44:33.996] [mlr3] Applying learner 'classif.xgboost' on task 'behavior.15' (iter 1/5) INFO [22:44:34.494] [mlr3] Applying learner 'classif.xgboost' on task 'behavior.15' (iter 2/5) INFO [22:44:34.979] [mlr3] Applying learner 'classif.xgboost' on task 'behavior.15' (iter 3/5) INFO [22:44:35.470] [mlr3] Applying learner 'classif.xgboost' on task 'behavior.15' (iter 4/5) INFO [22:44:35.944] [mlr3] Applying learner 'classif.xgboost' on task 'behavior.15' (iter 5/5) INFO [22:44:36.438] [mlr3] Finished benchmark INFO [22:44:36.467] [bbotk] Result of batch 19: INFO [22:44:36.469] [bbotk] nrounds eta classif.auc warnings errors runtime_learners INFO [22:44:36.469] [bbotk] 75 -6.907755 0.6929654 0 0 2.39 INFO [22:44:36.469] [bbotk] uhash INFO [22:44:36.469] [bbotk] faacb76f-7474-41eb-b2fe-086d77a82412 INFO [22:44:36.470] [bbotk] Evaluating 1 configuration(s) INFO [22:44:36.477] [mlr3] Running benchmark with 5 resampling iterations INFO [22:44:36.482] [mlr3] Applying learner 'classif.xgboost' on task 'behavior.15' (iter 1/5) INFO [22:44:37.213] [mlr3] Applying learner 'classif.xgboost' on task 'behavior.15' (iter 2/5) INFO [22:44:37.938] [mlr3] Applying learner 'classif.xgboost' on task 'behavior.15' (iter 3/5) INFO [22:44:38.672] [mlr3] Applying learner 'classif.xgboost' on task 'behavior.15' (iter 4/5) INFO [22:44:39.427] [mlr3] Applying learner 'classif.xgboost' on task 'behavior.15' (iter 5/5) INFO [22:44:40.155] [mlr3] Finished benchmark INFO [22:44:40.185] [bbotk] Result of batch 20: INFO [22:44:40.187] [bbotk] nrounds eta classif.auc warnings errors runtime_learners INFO [22:44:40.187] [bbotk] 75 0 0.6471745 0 0 3.604 INFO [22:44:40.187] [bbotk] uhash INFO [22:44:40.187] [bbotk] c027e712-889a-4fb0-bb13-1ebfd8739d9f INFO [22:44:40.188] [bbotk] Evaluating 1 configuration(s) INFO [22:44:40.195] [mlr3] Running benchmark with 5 resampling iterations INFO [22:44:40.200] [mlr3] Applying learner 'classif.xgboost' on task 'behavior.15' (iter 1/5) INFO [22:44:40.854] [mlr3] Applying learner 'classif.xgboost' on task 'behavior.15' (iter 2/5) INFO [22:44:41.501] [mlr3] Applying learner 'classif.xgboost' on task 'behavior.15' (iter 3/5) INFO [22:44:42.146] [mlr3] Applying learner 'classif.xgboost' on task 'behavior.15' (iter 4/5) INFO [22:44:42.768] [mlr3] Applying learner 'classif.xgboost' on task 'behavior.15' (iter 5/5) INFO [22:44:43.404] [mlr3] Finished benchmark INFO [22:44:43.433] [bbotk] Result of batch 21: INFO [22:44:43.435] [bbotk] nrounds eta classif.auc warnings errors runtime_learners INFO [22:44:43.435] [bbotk] 100 -6.907755 0.6929654 0 0 3.149 INFO [22:44:43.435] [bbotk] uhash INFO [22:44:43.435] [bbotk] e6e5357e-a348-42f3-af6b-78435cda746a INFO [22:44:43.436] [bbotk] Evaluating 1 configuration(s) INFO [22:44:43.444] [mlr3] Running benchmark with 5 resampling iterations INFO [22:44:43.449] [mlr3] Applying learner 'classif.xgboost' on task 'behavior.15' (iter 1/5) INFO [22:44:43.500] [mlr3] Applying learner 'classif.xgboost' on task 'behavior.15' (iter 2/5) INFO [22:44:43.543] [mlr3] Applying learner 'classif.xgboost' on task 'behavior.15' (iter 3/5) INFO [22:44:43.587] [mlr3] Applying learner 'classif.xgboost' on task 'behavior.15' (iter 4/5) INFO [22:44:43.631] [mlr3] Applying learner 'classif.xgboost' on task 'behavior.15' (iter 5/5) INFO [22:44:43.681] [mlr3] Finished benchmark INFO [22:44:43.710] [bbotk] Result of batch 22: INFO [22:44:43.712] [bbotk] nrounds eta classif.auc warnings errors runtime_learners INFO [22:44:43.712] [bbotk] 1 0 0.6930973 0 0 0.175 INFO [22:44:43.712] [bbotk] uhash INFO [22:44:43.712] [bbotk] 9ce3c3fe-c07d-4794-a51d-c3f7874db262 INFO [22:44:43.714] [bbotk] Evaluating 1 configuration(s) INFO [22:44:43.720] [mlr3] Running benchmark with 5 resampling iterations INFO [22:44:43.726] [mlr3] Applying learner 'classif.xgboost' on task 'behavior.15' (iter 1/5) INFO [22:44:43.770] [mlr3] Applying learner 'classif.xgboost' on task 'behavior.15' (iter 2/5) INFO [22:44:43.815] [mlr3] Applying learner 'classif.xgboost' on task 'behavior.15' (iter 3/5) INFO [22:44:43.865] [mlr3] Applying learner 'classif.xgboost' on task 'behavior.15' (iter 4/5) INFO [22:44:43.909] [mlr3] Applying learner 'classif.xgboost' on task 'behavior.15' (iter 5/5) INFO [22:44:43.952] [mlr3] Finished benchmark INFO [22:44:43.981] [bbotk] Result of batch 23: INFO [22:44:43.983] [bbotk] nrounds eta classif.auc warnings errors runtime_learners INFO [22:44:43.983] [bbotk] 1 -1.726939 0.6930973 0 0 0.172 INFO [22:44:43.983] [bbotk] uhash INFO [22:44:43.983] [bbotk] fa2cbec9-0ef1-4b6e-bfc7-acfcd195a932 INFO [22:44:43.984] [bbotk] Evaluating 1 configuration(s) INFO [22:44:43.991] [mlr3] Running benchmark with 5 resampling iterations INFO [22:44:43.996] [mlr3] Applying learner 'classif.xgboost' on task 'behavior.15' (iter 1/5) INFO [22:44:44.885] [mlr3] Applying learner 'classif.xgboost' on task 'behavior.15' (iter 2/5) INFO [22:44:45.756] [mlr3] Applying learner 'classif.xgboost' on task 'behavior.15' (iter 3/5) INFO [22:44:46.662] [mlr3] Applying learner 'classif.xgboost' on task 'behavior.15' (iter 4/5) INFO [22:44:47.540] [mlr3] Applying learner 'classif.xgboost' on task 'behavior.15' (iter 5/5) INFO [22:44:48.418] [mlr3] Finished benchmark INFO [22:44:48.450] [bbotk] Result of batch 24: INFO [22:44:48.453] [bbotk] nrounds eta classif.auc warnings errors runtime_learners INFO [22:44:48.453] [bbotk] 100 -3.453878 0.6978483 0 0 4.367 INFO [22:44:48.453] [bbotk] uhash INFO [22:44:48.453] [bbotk] b67467b7-a882-46b8-8101-f8db6ba1835c INFO [22:44:48.454] [bbotk] Evaluating 1 configuration(s) INFO [22:44:48.462] [mlr3] Running benchmark with 5 resampling iterations INFO [22:44:48.468] [mlr3] Applying learner 'classif.xgboost' on task 'behavior.15' (iter 1/5) INFO [22:44:48.666] [mlr3] Applying learner 'classif.xgboost' on task 'behavior.15' (iter 2/5) INFO [22:44:48.857] [mlr3] Applying learner 'classif.xgboost' on task 'behavior.15' (iter 3/5) INFO [22:44:49.049] [mlr3] Applying learner 'classif.xgboost' on task 'behavior.15' (iter 4/5) INFO [22:44:49.246] [mlr3] Applying learner 'classif.xgboost' on task 'behavior.15' (iter 5/5) INFO [22:44:49.434] [mlr3] Finished benchmark INFO [22:44:49.464] [bbotk] Result of batch 25: INFO [22:44:49.466] [bbotk] nrounds eta classif.auc warnings errors runtime_learners INFO [22:44:49.466] [bbotk] 25 -5.180816 0.6928489 0 0 0.911 INFO [22:44:49.466] [bbotk] uhash INFO [22:44:49.466] [bbotk] ef461568-6dbe-4a5c-99b4-c905502cbbd1 INFO [22:44:49.471] [bbotk] Finished optimizing after 25 evaluation(s) INFO [22:44:49.472] [bbotk] Result: INFO [22:44:49.474] [bbotk] nrounds eta learner_param_vals x_domain classif.auc INFO [22:44:49.474] [bbotk] INFO [22:44:49.474] [bbotk] 50 -3.453878 0.7031558 ### [bt]: Job terminated successfully [batchtools job.id=103] ### [bt]: Calculation finished!