| summary.mvr {pls} | R Documentation |
Summary and print methods for mvr and mvrVal objects.
## S3 method for class 'mvr':
summary(object, what = c("all", "validation", "training"),
digits = 4, print.gap = 2, ...)
## S3 method for class 'mvr':
print(x, ...)
## S3 method for class 'mvrVal':
print(x, digits = 4, print.gap = 2, ...)
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. |
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.
print.mvr and print.mvrVal return the object invisibly.
Ron Wehrens and Bjørn-Helge Mevik
data(yarn) nir.mvr <- mvr(density ~ NIR, ncomp = 8, validation = "LOO", data = yarn) nir.mvr summary(nir.mvr) RMSEP(nir.mvr)