Creates a new instance of this R6 class.
ObjectiveTuning$new( task, learner, resampling, measures, check_values = TRUE, store_benchmark_result = TRUE, store_models = FALSE )
Task to operate on.
Uninstantiated resamplings are instantiated during construction so that all configurations are evaluated on the same data splits.
Should parameters before the evaluation and the results be checked for validity?
FALSE (default), the fitted models are not stored in the
store_benchmark_result = FALSE, the models are
only stored temporarily and not accessible after the tuning. This combination
might be useful for measures that require a model.
The objects of this class are cloneable with this method.
ObjectiveTuning$clone(deep = FALSE)
Whether to make a deep clone.