weightsplot2D: Extract a 2-Dimensional Graphical Summary Information...
In mvdalab: Multivariate Data Analysis Laboratory

weightsplot2D

R Documentation

Extract a 2-Dimensional Graphical Summary Information Pertaining to the weights of a PLS Analysis

Description

Functions to extract 2D graphical weights information from mvdalab objects.

Usage

weightsplot2D(object, comps = c(1, 2), verbose = FALSE)

Arguments

`object`	an mvdareg object, i.e. `plsFit`.
`comps`	a vector or length 2 corresponding to the number of components to include.
`verbose`	output results as a data frame

Details

weightsplot2D is used to extract a graphical summary of the weights of a PLS model.

If comp is missing (or is NULL), a graphical summary for the 1st and 2nd componentsare returned.

Author(s)

Nelson Lee Afanador (nelson.afanador@mvdalab.com)

Examples

data(Penta)
mod1 <- plsFit(log.RAI ~., scale = TRUE, data = Penta[, -1],
               ncomp = 2, validation = "loo")
weightsplot2D(mod1, comp = c(1, 2))

mvdalab documentation built on Oct. 6, 2022, 1:05 a.m.