Computes a response prediction for new data observation(s) for all trees (unaggregated).

Computes a response prediction for new data observation(s) for all trees (unaggregated).

Usage

YARF_predict_all_trees(yarf_mod, new_data)

Arguments

yarf_mod

A YARF model object.

new_data

A n* x p data frame where each row is an observation you wish to predict for. Here, p is the same length as the original training data and new_data has the same column names. If a matrix object is passed in, it is automatically cast to a data frame. This may not always give you what you want.

Value

A matrix of yhat predictions for the new_data record(s) for all trees (size n* x num_trees).

Author

Adam Kapelner