File: TuneMultiCritResult.Rd

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% Generated by roxygen2: do not edit by hand
% Please edit documentation in R/TuneMultiCritResult.R
\name{TuneMultiCritResult}
\alias{TuneMultiCritResult}
\title{Result of multi-criteria tuning.}
\description{
Container for results of hyperparameter tuning.
Contains the obtained pareto set and front
and the optimization path which lead there.

Object members:
\describe{
\item{learner (\link{Learner})}{Learner that was optimized.}
\item{control (\link{TuneControl})}{Control object from tuning.}
\item{x (\link{list})}{List of lists of non-dominated hyperparameter settings in pareto set.
Note that when you have trafos on some of your params, \code{x} will always be
on the TRANSFORMED scale so you directly use it.}
\item{y (\link{matrix})}{Pareto front for \code{x}.}
\item{threshold}{Currently \code{NULL}.}
\item{opt.path (\link[ParamHelpers:OptPath]{ParamHelpers::OptPath})}{Optimization path which lead to \code{x}.
Note that when you have trafos on some of your params, the opt.path always contains the
UNTRANSFORMED values on the original scale. You can simply call \code{trafoOptPath(opt.path)} to
transform them, or, \code{as.data.frame{trafoOptPath(opt.path)}}}
\item{ind (\code{integer(n)})}{Indices of Pareto optimal params in \code{opt.path}.}
\item{measures [(list of) \link{Measure})}{Performance measures.}
}
}