reset_tuning: Reset AutoTuner

Description Usage Arguments Details Value See Also

Description

Create a new AutoTuner based on the Learner and other hyperparameters for an input AutoTuner, but replace with a new Task.

Usage

1
reset_tuning(in_autotuner, in_task, in_lrnid = NULL)

Arguments

in_autotuner

AutoTuner (single or list)

in_task

new Task to feed into the AutoTuner.

in_lrnid

ID for the Learner to select if a list of AutoTuner was provided.

Details

performance measures include Binary brier score (bbrier), Area Under the ROC Curve (AUC), sensitivity, specificity, and Balanced classification ACCuracy (BACC).

Value

data.table of model hyperparameters and measure performance values for each ResampleResult.

See Also

bm_paramstime, rsmp_bbrier, rsmp_auc, rsmp_sen, rsmp_spe, rsmp_bacc


NaiaraLopezRojo/globalIRmap documentation built on Dec. 17, 2021, 5:19 a.m.