42 lines
1.1 KiB
R
42 lines
1.1 KiB
R
% Generated by roxygen2: do not edit by hand
|
|
% Please edit documentation in R/forest.fold.R
|
|
\docType{class}
|
|
\name{VT.forest.fold}
|
|
\alias{VT.forest.fold}
|
|
\title{Difft via k random forests}
|
|
\description{
|
|
A reference class to compute twins via k random forest
|
|
}
|
|
\details{
|
|
\code{VT.forest.fold} extends \code{VT.forest}
|
|
|
|
Twins are estimated by k-fold cross validation. A forest is computed on k-1/k
|
|
of the data and then used to estimate twin1 and twin2 on 1/k of the left
|
|
data.
|
|
}
|
|
\section{Fields}{
|
|
|
|
\describe{
|
|
\item{\code{interactions}}{logical set TRUE if model has been computed with
|
|
interactions}
|
|
|
|
\item{\code{fold}}{numeric, number of fold, i.e. number of forest (k)}
|
|
|
|
\item{\code{ratio}}{numeric experimental, use to balance sampsize. Defaut to 1.}
|
|
|
|
\item{\code{groups}}{vector Define which observations belong to which group}
|
|
|
|
\item{\code{...}}{field from parent class : \code{\link{VT.forest}}}
|
|
}}
|
|
|
|
\section{Methods}{
|
|
|
|
\describe{
|
|
\item{\code{run()}}{Compute twin1 and twin2 estimation. Switch treatment if necessary.}
|
|
}}
|
|
|
|
\seealso{
|
|
\code{\link{VT.difft}}, \code{\link{VT.forest}},
|
|
\code{\link{VT.forest.one}}, \code{\link{VT.forest.double}}
|
|
}
|