Predict new samples
## S3 method for class 'gafs' predict(object, newdata, ...)
Only the predictors listed in object$optVariables are required.
The type of result depends on what was specified in
object$control$functions$predict.
Max Kuhn
## 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)
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