caret (version 6.0-73)

predict.gafs: Predict new samples

Description

Predict new samples using safs and gafs objects.

Usage

"predict"(object, newdata, ...)

Arguments

object

an object of class safs or gafs

newdata

a data frame or matrix of predictors.

...

not currently used

Value

The type of result depends on what was specified in object$control$functions$predict.

Details

Only the predictors listed in object$optVariables are required.

See Also

safs, gafs

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)