#' @title Model Info
#' @description Provide a list of available models and respective information
#' @return A data.frame containing:
#' \item{methods}{The abbreviated code for the method}
#' \item{description}{Full name of the method}
#' \item{hyperparams}{Comma separated string of hyperparameters for tuning}
#' @author Dr. Charles Determan Jr. PhD
#' @export
modelInfo <- function(){
methods <- c(
"neuralnet",
"rf"
)
description <- c(
"Neural Network",
"Random Forest"
)
hyperparams <- c(
".hidden,.threshold",
".mtry"
)
return(data.frame(methods, description, hyperparams))
}
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