This CallbackBatchFSelect writes the mlr3::BenchmarkResult after each batch to disk.
Examples
clbk("mlr3fselect.backup", path = "backup.rds")
#> <CallbackBatchFSelect:mlr3fselect.backup>: Backup Benchmark Result Callback
#> * Active Stages: on_optimizer_after_eval, on_optimization_begin
# Run feature selection on the Palmer Penguins data set
instance = fselect(
fselector = fs("random_search"),
task = tsk("pima"),
learner = lrn("classif.rpart"),
resampling = rsmp ("holdout"),
measures = msr("classif.ce"),
term_evals = 4,
callbacks = clbk("mlr3fselect.backup", path = tempfile(fileext = ".rds")))