tunable_themis: tunable methods for themis

In themis: Extra Recipes Steps for Dealing with Unbalanced Data

tunable methods for themis

Description

These functions define what parameters can be tuned for specific steps. They also define the recommended objects from the dials package that can be used to generate new parameter values and other characteristics.

Usage

## S3 method for class 'step_adasyn'
tunable(x, ...)

## S3 method for class 'step_bsmote'
tunable(x, ...)

## S3 method for class 'step_downsample'
tunable(x, ...)

## S3 method for class 'step_nearmiss'
tunable(x, ...)

## S3 method for class 'step_rose'
tunable(x, ...)

## S3 method for class 'step_smote'
tunable(x, ...)

## S3 method for class 'step_smotenc'
tunable(x, ...)

## S3 method for class 'step_upsample'
tunable(x, ...)

Arguments

x	A recipe step object
...	Not used.

Value

A tibble object.

themis documentation built on Aug. 15, 2023, 1:05 a.m.