predict.gafs

0th

Percentile

Predict new samples

Predict new samples using safs and gafs objects.

Keywords
multivariate
Usage
"predict"(object, newdata, ...)
"predict"(object, newdata, ...)
Arguments
object
an object of class safs or gafs
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.

See Also

safs, gafs

Aliases
  • predict.gafs
  • predict.safs
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)
Documentation reproduced from package caret, version 6.0-70, License: GPL (>= 2)

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