Shows statistics and algorithm parameters for iPLS results.
Usage
"summary"(object, glob.ncomp = NULL, ...)
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.