predict.gafs {caret} | R Documentation |
Predict new samples
Description
Predict new samples using safs
and gafs
objects.
Usage
## S3 method for class 'gafs'
predict(object, newdata, ...)
Arguments
object |
|
newdata |
a data frame or matrix of predictors. |
... |
not currently used |
Details
Only the predictors listed in object$optVariables
are required.
Value
The type of result depends on what was specified in
object$control$functions$predict
.
Author(s)
Max Kuhn
See Also
Examples
## Not run:
set.seed(1)
train_data <- twoClassSim(100, noiseVars = 10)
test_data <- twoClassSim(10, noiseVars = 10)
## A short example
ctrl <- safsControl(functions = rfSA,
method = "cv",
number = 3)
rf_search <- safs(x = train_data[, -ncol(train_data)],
y = train_data$Class,
iters = 3,
safsControl = ctrl)
rf_search
predict(rf_search, train_data)
## End(Not run)
[Package caret version 6.0-94 Index]