predictLearner: Predict new data with an R learner.
Description
Mainly for internal use. Predict new data with a fitted
model. You have to implement this method if you want to
add another learner to this package.Usage
predictLearner(.learner, .model, .newdata, ...)
Value
For classification: Either a factor for type
response or a matrix for type prob. In
the latter case the columns must be named with the class
labels. For regressions: Either a numeric for type
response or a matrix with two columns for type
se. In the latter case first column is the
estimated response (mean value) and the second column the
estimated standard errors.Details
You implementation must adhere to the following: The
model must be fitted on the subset of .task given
by .subset. All parameters in ... must be
passed to the underlying training function.