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.