fsAmalgam: Reduce Dimensions by Amalgamation

Description Usage Arguments Value

View source: R/5.1-fs.R

Description

fsAmalgam finds a set of explanatory "amalgams" using the amalgam::amalgam function. This function expects a compositional data set that can be reduced by amalgamation. The resultant "amalgams" are clr- or slr-transformed. The amalgamation rule is saved and deployed automatically by the predict method during test set validation.

Usage

1
fsAmalgam(object, top = 0, ...)

Arguments

object

An ExprsArray object to undergo feature selection.

top

A numeric scalar or character vector. A numeric scalar indicates the number of top features that should undergo feature selection. A character vector indicates specifically which features by name should undergo feature selection. Set top = 0 to include all features. A numeric vector can also be used to indicate specific features by location, similar to a character vector.

...

Arguments passed to the detailed function.

Value

Returns an ExprsArray object.


tpq/exprso documentation built on July 27, 2019, 8:44 a.m.