Shows statistics and algorithm parameters for iPLS results.
# S3 method for ipls
summary(object, glob.ncomp = object$gm$ncomp.selected, ...)a iPLS (object of class ipls).
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.