PLSDA_from_file_and_predict_second_dataset: Partial Least Squares and predict second dataset

In KSheu/ksheu.library1: KSheu Library1

Partial Least Squares and predict second dataset

Description

Builds PLS model from training dataset and Writes out loadings. Predicts classifications of test dataset and returns dataframe of predictions

Usage

PLSDA_from_file_and_predict_second_dataset(file, file2, sample.names,
  response.values, sample.names2 = NULL, response.values2 = NULL,
  comps = 3, scale = F, ind.names = F)

Arguments

file	file for X matirx
file2	file for test data matrix
sample.names	Vector of sample names in X matrix
response.values	Vector of response values in same order matching sample.names
sample.names2	Vector of sample names in 2nd dataset, if needed
comps	number of components to compute
scale	default=T
ind.names	Labels the samples, default =F
response.values	Vector of response values in same order matching sample.names2, if available

KSheu/ksheu.library1 documentation built on Jan. 28, 2025, 3:26 p.m.