set_fs_method_names-familiarCollection-method: Rename feature selection methods for plotting and export

In familiar: End-to-End Automated Machine Learning and Model Evaluation

Rename feature selection methods for plotting and export

Description

Tabular exports and figures created from a familiarCollection object can be customised by providing names for the feature selection methods.

Usage

## S4 method for signature 'familiarCollection'
set_fs_method_names(x, old = NULL, new = NULL, order = NULL)

Arguments

x	A familiarCollection object.
old	(optional) Set of old labels to replace.
new	Set of replacement labels. The number of replacement labels should be equal to the number of provided old labels or the full number of labels. If a subset of labels is to be replaced, both old and new should be provided.
order	(optional) Ordered set of replacement labels. This is used to provide the order in which the labels should be placed, which affects e.g. levels in a plot. If the ordering is not explicitly provided, the old ordering is used.

Details

Labels convert the internal naming for feature selection methods to the requested label at export or when plotting. This enables the use of more specific naming, e.g. changing mim to Mutual Information Maximisation. Currently assigned labels can be found using the get_fs_method_names method.

Value

A familiarCollection object with updated labels.

See Also

• familiarCollection for information concerning the familiarCollection class. * get_fs_method_names for obtaining currently assigned labels.

familiar documentation built on Sept. 30, 2024, 9:18 a.m.