preprocessTrainData {stochtree} | R Documentation |
Preprocess covariates. DataFrames will be preprocessed based on their column types. Matrices will be passed through assuming all columns are numeric.
Description
Preprocess covariates. DataFrames will be preprocessed based on their column types. Matrices will be passed through assuming all columns are numeric.
Usage
preprocessTrainData(input_data)
Arguments
input_data |
Covariates, provided as either a dataframe or a matrix |
Value
List with preprocessed (unmodified) data and details on the number of each type of variable, unique categories associated with categorical variables, and the vector of feature types needed for calls to BART and BCF.
Examples
cov_mat <- matrix(1:12, ncol = 3)
preprocess_list <- preprocessTrainData(cov_mat)
X <- preprocess_list$X
[Package stochtree version 0.1.1 Index]