Description Usage Arguments Details Value See Also
Create a new AutoTuner based on the Learner and other hyperparameters for an input AutoTuner, but replace with a new Task.
1 | reset_tuning(in_autotuner, in_task, in_lrnid = NULL)
|
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. |
performance measures include Binary brier score (bbrier), Area Under the ROC Curve (AUC), sensitivity, specificity, and Balanced classification ACCuracy (BACC).
data.table of model hyperparameters and measure performance values for each ResampleResult.
bm_paramstime
, rsmp_bbrier
,
rsmp_auc
, rsmp_sen
, rsmp_spe
,
rsmp_bacc
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