Freezes the Redis data base of an ArchiveAsyncFSelect to a data.table::data.table().
No further points can be added to the archive but the data can be accessed and analyzed.
Useful when the Redis data base is not permanently available.
Use the callback mlr3fselect.async_freeze_archive to freeze the archive after the optimization has finished.
S3 Methods
as.data.table(archive)
ArchiveAsyncFSelectFrozen ->data.table::data.table()
Returns a tabular view of all performed function calls of the Objective.
Super classes
bbotk::Archive -> bbotk::ArchiveAsync -> bbotk::ArchiveAsyncFrozen -> ArchiveAsyncFSelectFrozen
Active bindings
benchmark_result(mlr3::BenchmarkResult)
Benchmark result.
Methods
Inherited methods
bbotk::Archive$format()bbotk::Archive$help()bbotk::ArchiveAsync$best()bbotk::ArchiveAsync$nds_selection()bbotk::ArchiveAsyncFrozen$clear()bbotk::ArchiveAsyncFrozen$data_with_state()bbotk::ArchiveAsyncFrozen$pop_point()bbotk::ArchiveAsyncFrozen$push_failed_point()bbotk::ArchiveAsyncFrozen$push_points()bbotk::ArchiveAsyncFrozen$push_result()bbotk::ArchiveAsyncFrozen$push_running_point()
Method new()
Creates a new instance of this R6 class.
Usage
ArchiveAsyncFSelectFrozen$new(archive)Arguments
archive(ArchiveAsyncFSelect)
The archive to freeze.
Method learner()
Retrieve mlr3::Learner of the i-th evaluation, by position or by unique hash uhash.
i and uhash are mutually exclusive.
Learner does not contain a model. Use $learners() to get learners with models.
Method learners()
Retrieve list of trained mlr3::Learner objects of the i-th evaluation, by position or by unique hash uhash.
i and uhash are mutually exclusive.
Method predictions()
Retrieve list of mlr3::Prediction objects of the i-th evaluation, by position or by unique hash uhash.
i and uhash are mutually exclusive.
Method resample_result()
Retrieve mlr3::ResampleResult of the i-th evaluation, by position or by unique hash uhash.
i and uhash are mutually exclusive.