print.sisal {sisal} | R Documentation |
Printing Sequential Input Selection Objects
Description
Prints information contained in a sequential input selection object.
Usage
## S3 method for class 'sisal'
print(x, max.warn = 10, ...)
Arguments
x |
an object of class |
max.warn |
a |
... |
additional arguments passed to other |
Details
The following information is printed:
Parameter values used in the
sisal
callData dimensions
Names of the input variables, if available
Selected inputs, L.v (smallest validation error)
Selected inputs, L.f (result within error margin)
Whether L.f is a subset of L.v (nested model) or not
The removal order and / or rank of the input variables (see
plotSelected.sisal
)The stages of search (if any) at which branching reduced validation error compared to a
hbranches = 1
solution. Not printed if branching was not used or if it is possible that the search did not proceed through every set of variables on thehbranches = 1
path, i.e. ifpruning.keep.best
wasFALSE
. One must note that these results, like many others, are subject to randomness. Thus the results may differ between successive runs ofsisal
.Any warnings produced by the
sisal
run (seemax.warn
)
Value
Invisibly returns x
.
Author(s)
Mikko Korpela
See Also
More information can be obtained with summary.sisal
.
Examples
foo <- testSisal(dataset="toy", nData = 200, Mtimes = 10,
noiseSd = 0.5, verbose = 0)
print(foo)