### [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=1582] ### [bt]: Generating problem instance for problem '44ca0e141b803eaa' ... ### [bt]: Applying algorithm 'run_learner' on problem '44ca0e141b803eaa' for job 1582 (seed = 1583) ... INFO [11:59:22.429] [mlr3] Applying learner 'classif.nearest_neighbors' on task 'home.130' (iter 22/60) INFO [11:59:23.661] [bbotk] Starting to optimize 1 parameter(s) with '' and '' INFO [11:59:23.699] [bbotk] Evaluating 1 configuration(s) INFO [11:59:23.991] [mlr3] Running benchmark with 5 resampling iterations INFO [11:59:24.034] [mlr3] Applying learner 'classif.kknn' on task 'home.130' (iter 1/5) INFO [11:59:35.481] [mlr3] Applying learner 'classif.kknn' on task 'home.130' (iter 2/5) INFO [11:59:53.880] [mlr3] Applying learner 'classif.kknn' on task 'home.130' (iter 3/5) INFO [12:00:13.998] [mlr3] Applying learner 'classif.kknn' on task 'home.130' (iter 4/5) INFO [12:00:32.617] [mlr3] Applying learner 'classif.kknn' on task 'home.130' (iter 5/5) INFO [12:00:51.205] [mlr3] Finished benchmark INFO [12:00:51.252] [bbotk] Result of batch 1: INFO [12:00:51.258] [bbotk] k classif.auc warnings errors runtime_learners INFO [12:00:51.258] [bbotk] 9 0.6566022 0 0 87.074 INFO [12:00:51.258] [bbotk] uhash INFO [12:00:51.258] [bbotk] ebb5343b-8e92-4b0e-a059-efe862051e0a INFO [12:00:51.260] [bbotk] Evaluating 1 configuration(s) INFO [12:00:51.272] [mlr3] Running benchmark with 5 resampling iterations INFO [12:00:51.279] [mlr3] Applying learner 'classif.kknn' on task 'home.130' (iter 1/5) INFO [12:01:02.490] [mlr3] Applying learner 'classif.kknn' on task 'home.130' (iter 2/5) INFO [12:01:21.099] [mlr3] Applying learner 'classif.kknn' on task 'home.130' (iter 3/5) INFO [12:01:41.061] [mlr3] Applying learner 'classif.kknn' on task 'home.130' (iter 4/5) INFO [12:02:00.601] [mlr3] Applying learner 'classif.kknn' on task 'home.130' (iter 5/5) INFO [12:02:20.385] [mlr3] Finished benchmark INFO [12:02:20.424] [bbotk] Result of batch 2: INFO [12:02:20.427] [bbotk] k classif.auc warnings errors runtime_learners INFO [12:02:20.427] [bbotk] 18 0.7031561 0 0 89.027 INFO [12:02:20.427] [bbotk] uhash INFO [12:02:20.427] [bbotk] 284b99b4-6cef-449b-8332-a78d84382d0f INFO [12:02:20.428] [bbotk] Evaluating 1 configuration(s) INFO [12:02:20.439] [mlr3] Running benchmark with 5 resampling iterations INFO [12:02:20.445] [mlr3] Applying learner 'classif.kknn' on task 'home.130' (iter 1/5) INFO [12:02:31.971] [mlr3] Applying learner 'classif.kknn' on task 'home.130' (iter 2/5) INFO [12:02:52.249] [mlr3] Applying learner 'classif.kknn' on task 'home.130' (iter 3/5) INFO [12:03:13.169] [mlr3] Applying learner 'classif.kknn' on task 'home.130' (iter 4/5) INFO [12:03:33.545] [mlr3] Applying learner 'classif.kknn' on task 'home.130' (iter 5/5) INFO [12:03:54.914] [mlr3] Finished benchmark INFO [12:03:54.959] [bbotk] Result of batch 3: INFO [12:03:54.962] [bbotk] k classif.auc warnings errors runtime_learners INFO [12:03:54.962] [bbotk] 16 0.6914941 0 0 94.39 INFO [12:03:54.962] [bbotk] uhash INFO [12:03:54.962] [bbotk] 9db7ccf0-20ce-4de4-a78c-92efc2c05d06 INFO [12:03:54.964] [bbotk] Evaluating 1 configuration(s) INFO [12:03:54.976] [mlr3] Running benchmark with 5 resampling iterations INFO [12:03:54.983] [mlr3] Applying learner 'classif.kknn' on task 'home.130' (iter 1/5) INFO [12:04:05.620] [mlr3] Applying learner 'classif.kknn' on task 'home.130' (iter 2/5) INFO [12:04:23.825] [mlr3] Applying learner 'classif.kknn' on task 'home.130' (iter 3/5) INFO [12:04:42.336] [mlr3] Applying learner 'classif.kknn' on task 'home.130' (iter 4/5) INFO [12:05:00.285] [mlr3] Applying learner 'classif.kknn' on task 'home.130' (iter 5/5) INFO [12:05:18.909] [mlr3] Finished benchmark INFO [12:05:18.947] [bbotk] Result of batch 4: INFO [12:05:18.950] [bbotk] k classif.auc warnings errors runtime_learners INFO [12:05:18.950] [bbotk] 5 0.6202243 0 0 83.849 INFO [12:05:18.950] [bbotk] uhash INFO [12:05:18.950] [bbotk] e1042461-28b8-460e-b1a2-35f634ad2415 INFO [12:05:18.951] [bbotk] Evaluating 1 configuration(s) INFO [12:05:18.961] [mlr3] Running benchmark with 5 resampling iterations INFO [12:05:18.967] [mlr3] Applying learner 'classif.kknn' on task 'home.130' (iter 1/5) INFO [12:05:29.914] [mlr3] Applying learner 'classif.kknn' on task 'home.130' (iter 2/5) INFO [12:05:49.874] [mlr3] Applying learner 'classif.kknn' on task 'home.130' (iter 3/5) INFO [12:06:08.461] [mlr3] Applying learner 'classif.kknn' on task 'home.130' (iter 4/5) INFO [12:06:22.951] [mlr3] Applying learner 'classif.kknn' on task 'home.130' (iter 5/5) INFO [12:06:35.892] [mlr3] Finished benchmark INFO [12:06:35.929] [bbotk] Result of batch 5: INFO [12:06:35.931] [bbotk] k classif.auc warnings errors runtime_learners INFO [12:06:35.931] [bbotk] 12 0.6773051 0 0 76.85 INFO [12:06:35.931] [bbotk] uhash INFO [12:06:35.931] [bbotk] 357e0075-eff6-4c2d-895b-66d93b2c4869 INFO [12:06:35.933] [bbotk] Evaluating 1 configuration(s) INFO [12:06:35.942] [mlr3] Running benchmark with 5 resampling iterations INFO [12:06:35.949] [mlr3] Applying learner 'classif.kknn' on task 'home.130' (iter 1/5) INFO [12:06:44.698] [mlr3] Applying learner 'classif.kknn' on task 'home.130' (iter 2/5) INFO [12:06:55.827] [mlr3] Applying learner 'classif.kknn' on task 'home.130' (iter 3/5) INFO [12:07:08.185] [mlr3] Applying learner 'classif.kknn' on task 'home.130' (iter 4/5) INFO [12:07:20.727] [mlr3] Applying learner 'classif.kknn' on task 'home.130' (iter 5/5) INFO [12:07:34.665] [mlr3] Finished benchmark INFO [12:07:34.719] [bbotk] Result of batch 6: INFO [12:07:34.722] [bbotk] k classif.auc warnings errors runtime_learners INFO [12:07:34.722] [bbotk] 20 0.7090439 0 0 58.652 INFO [12:07:34.722] [bbotk] uhash INFO [12:07:34.722] [bbotk] 019c8f5d-7039-417b-a08f-b09e883445b9 INFO [12:07:34.723] [bbotk] Evaluating 1 configuration(s) INFO [12:07:34.732] [mlr3] Running benchmark with 5 resampling iterations INFO [12:07:34.738] [mlr3] Applying learner 'classif.kknn' on task 'home.130' (iter 1/5) INFO [12:07:43.618] [mlr3] Applying learner 'classif.kknn' on task 'home.130' (iter 2/5) INFO [12:07:55.922] [mlr3] Applying learner 'classif.kknn' on task 'home.130' (iter 3/5) INFO [12:08:08.430] [mlr3] Applying learner 'classif.kknn' on task 'home.130' (iter 4/5) INFO [12:08:19.660] [mlr3] Applying learner 'classif.kknn' on task 'home.130' (iter 5/5) INFO [12:08:30.804] [mlr3] Finished benchmark INFO [12:08:30.840] [bbotk] Result of batch 7: INFO [12:08:30.843] [bbotk] k classif.auc warnings errors runtime_learners INFO [12:08:30.843] [bbotk] 14 0.6808347 0 0 56.003 INFO [12:08:30.843] [bbotk] uhash INFO [12:08:30.843] [bbotk] e2dfe31b-aaba-4f60-9f7f-0648d05bd3c9 INFO [12:08:30.844] [bbotk] Evaluating 1 configuration(s) INFO [12:08:30.853] [mlr3] Running benchmark with 5 resampling iterations INFO [12:08:30.860] [mlr3] Applying learner 'classif.kknn' on task 'home.130' (iter 1/5) INFO [12:08:38.941] [mlr3] Applying learner 'classif.kknn' on task 'home.130' (iter 2/5) INFO [12:08:50.679] [mlr3] Applying learner 'classif.kknn' on task 'home.130' (iter 3/5) INFO [12:09:02.095] [mlr3] Applying learner 'classif.kknn' on task 'home.130' (iter 4/5) INFO [12:09:14.957] [mlr3] Applying learner 'classif.kknn' on task 'home.130' (iter 5/5) INFO [12:09:29.332] [mlr3] Finished benchmark INFO [12:09:29.368] [bbotk] Result of batch 8: INFO [12:09:29.371] [bbotk] k classif.auc warnings errors runtime_learners INFO [12:09:29.371] [bbotk] 7 0.6382365 0 0 58.409 INFO [12:09:29.371] [bbotk] uhash INFO [12:09:29.371] [bbotk] 73b3dd1a-40c8-47b3-a15c-c0358983e49e INFO [12:09:29.372] [bbotk] Evaluating 1 configuration(s) INFO [12:09:29.381] [mlr3] Running benchmark with 5 resampling iterations INFO [12:09:29.388] [mlr3] Applying learner 'classif.kknn' on task 'home.130' (iter 1/5) INFO [12:09:37.724] [mlr3] Applying learner 'classif.kknn' on task 'home.130' (iter 2/5) INFO [12:09:50.758] [mlr3] Applying learner 'classif.kknn' on task 'home.130' (iter 3/5) INFO [12:10:02.365] [mlr3] Applying learner 'classif.kknn' on task 'home.130' (iter 4/5) INFO [12:10:13.056] [mlr3] Applying learner 'classif.kknn' on task 'home.130' (iter 5/5) INFO [12:10:24.447] [mlr3] Finished benchmark INFO [12:10:24.479] [bbotk] Result of batch 9: INFO [12:10:24.481] [bbotk] k classif.auc warnings errors runtime_learners INFO [12:10:24.481] [bbotk] 3 0.586135 0 0 54.997 INFO [12:10:24.481] [bbotk] uhash INFO [12:10:24.481] [bbotk] b2895523-0948-4e0e-971a-2cbf6cc1de29 INFO [12:10:24.482] [bbotk] Evaluating 1 configuration(s) INFO [12:10:24.491] [mlr3] Running benchmark with 5 resampling iterations INFO [12:10:24.496] [mlr3] Applying learner 'classif.kknn' on task 'home.130' (iter 1/5) INFO [12:10:32.298] [mlr3] Applying learner 'classif.kknn' on task 'home.130' (iter 2/5) INFO [12:10:42.277] [mlr3] Applying learner 'classif.kknn' on task 'home.130' (iter 3/5) INFO [12:10:54.256] [mlr3] Applying learner 'classif.kknn' on task 'home.130' (iter 4/5) INFO [12:11:05.427] [mlr3] Applying learner 'classif.kknn' on task 'home.130' (iter 5/5) INFO [12:11:15.833] [mlr3] Finished benchmark INFO [12:11:16.094] [bbotk] Result of batch 10: INFO [12:11:16.097] [bbotk] k classif.auc warnings errors runtime_learners INFO [12:11:16.097] [bbotk] 1 0.53987 0 0 51.268 INFO [12:11:16.097] [bbotk] uhash INFO [12:11:16.097] [bbotk] 904c9706-c1dd-4806-9497-959b6fc84b8f INFO [12:11:16.102] [bbotk] Finished optimizing after 10 evaluation(s) INFO [12:11:16.103] [bbotk] Result: INFO [12:11:16.105] [bbotk] k learner_param_vals x_domain classif.auc INFO [12:11:16.105] [bbotk] INFO [12:11:16.105] [bbotk] 20 0.7090439 ### [bt]: Job terminated successfully [batchtools job.id=1582] ### [bt]: Calculation finished!