Summary and Print Methods for PLSR and PCR objects
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 |
what |
one of |
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)
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