summary.ipls {mdatools} | R Documentation |
Shows statistics and algorithm parameters for iPLS results.
## S3 method for class 'ipls' summary(object, glob.ncomp = object$gm$ncomp.selected, ...)
object |
a iPLS (object of class |
glob.ncomp |
number of components for global PLS model with all intervals. |
... |
other arguments. |
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.