RegularizedSCA (version 0.5.0)

summary.CVsparseSCA: Display a summary of the results of cv_sparseSCA().

Description

Display a summary of the results of cv_sparseSCA().

Usage

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

Arguments

object

Object of class inheriting from 'CVsparseSCA'.

disp

The default is "tuning"; in this case, the recommended tuning parameter values are presented. If "estimatedPT", then the estimated component loading and estimated component score matrices (based on the recommended tuning paramter values) are presented. If "full", then information is displayed regarding 1) the recommended tuning parameter values, 2) the estimated component loading and estimated component score matrices (based on the recommended tuning paramter values), 3) the proper region for Lasso tuning parameter values, given a Group Lasso tuning parameter value, 4) # of variable selected, 5) Predicted residual sum of squares (PRESS), 6) standard errors for PRESS, 7) Lasso and Group Lasso tuning parameter values that have been evaluated.

...

Argument to be passed to or from other methods.

Examples

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