gen_resp: Generate response

In OptHoldoutSize: Estimation of Optimal Size for a Holdout Set for Updating a Predictive Score

Generate response

Description

Generate random outcome (response) according to a ground-truth logistic model

Usage

gen_resp(X, coefs = NA, coefs_sd = 1, retprobs = FALSE)

Arguments

X	Matrix of observations
coefs	Vector of coefficients for logistic model. If NA, random coefficients are generated. Defaults to NA
coefs_sd	If random coefficients are generated, use this SD (mean 0)
retprobs	If TRUE, return class probability; otherwise, return classes. Defaults to FALSE

Value

Vector of length as first dimension of dim(X) with outcome classes (if retprobs==FALSE) or outcome probabilities (if retprobs==TRUE)

Examples

# See examples for model_predict

OptHoldoutSize documentation built on April 12, 2025, 1:34 a.m.