summary.mvr: Summary and Print Methods for PLSR and PCR objects
Description
Summary and print methods for mvr and mvrVal objects.
Usage
# S3 method for mvr
summary(object, what = c("all", "validation", "training"),
digits = 4, print.gap = 2, …)
# S3 method for mvr
print(x, …)
# S3 method for mvrVal
print(x, digits = 4, print.gap = 2, …)
Arguments
x, object
an mvr object
what
one of "all", "validation" or "training"
digits
integer. Minimum number of significant digits in the
output. Default is 4.
print.gap
Integer. Gap between coloumns of the printed tables.
…
Other arguments sent to underlying methods.
Value
print.mvr and print.mvrVal return the object invisibly.
Details
If what is "training", the explained variances are
given; if it is "validation", the cross-validated RMSEPs (if
available) are given; if it is "all", both are given.