gen_OOB_pred: get OOB predictions of the training dataset returns the...

In Covid19Wastewater: Prepare, Analyze, and Visualize Covid-19 Wastewater Data

get OOB predictions of the training dataset returns the predictions of each row of the input data using only trees not trained on the row

Description

get OOB predictions of the training dataset returns the predictions of each row of the input data using only trees not trained on the row

Usage

gen_OOB_pred(tree_model, incMSE = NA, resid = FALSE)

Arguments

tree_model	random_linear_forest object you want the OOB predictions of
incMSE	if its a numeric scramble the given column
resid	if True return the residuals of the model instead

Value

data.frame or vector of oob predictions

Examples

data(Example_data, package = "Covid19Wastewater")
model <- random_linear_forest(Example_data, 2, PMMoV ~ N1 + N2 | pcr_type)
gen_OOB_pred(model, resid = TRUE)

Covid19Wastewater documentation built on Aug. 25, 2023, 1:07 a.m.