summary.ipls {mdatools}

Summary for iPLS results

Description

Shows statistics and algorithm parameters for iPLS results.

Usage

## S3 method for class 'ipls'
summary(object, glob.ncomp = object$gm$ncomp.selected, ...)

Arguments

object

a iPLS (object of class ipls).

glob.ncomp

number of components for global PLS model with all intervals.

...

other arguments.

Details

The method shows information on the algorithm parameters as well as a table with selected or excluded interval. The table has the following columns: 'step' showing on which iteration an interval was selected or excluded, 'start and 'end' show variable indices for the interval, 'nComp' is a number of components used in a model, 'RMSE' is RMSECV for the model and 'R2' is coefficient of determination for the same model.