RegularizedSCA (version 0.5.4)

summary.CVstructuredSCA: Display a summary of the results of cv_structuredSCA().

Description

Display a summary of the results of cv_structuredSCA().

Usage

# S3 method for CVstructuredSCA
summary(object, disp, ...)

Arguments

object

Object of class inheriting from 'CVstructuredSCA'.

disp

The default is "tuning"; in this case, the recommended tuning parameter values for Lasso is displayed If "estimatedPT", then the estimated component loading and component score matrices (given the recommended tuning parameter) is displayed. If "full", then information is displayed regarding 1) the recommended tuning parameter values for Lasso, 2) the estimated component loading and component score matrices, 3) the proper region for Lasso tuning parameter values, based on the 1SE rule, 4) mean squared prediction error (MSPE), 5) Lasso tuning parameter values that have been evaluated.

...

Argument to be passed to or from other methods.

Examples

# NOT RUN {
## S3 method for class 'CVstructuredSCA'
summary(object, disp="full")
# }
# NOT RUN {
# }