LearnerParam            Create a description object for a parameter of
                        a machine learning algorithm.
OptPath                 Create optimization path.
Param                   Create a description object for a parameter.
addOptPathEl            Add a new element to an optimization path.
as.data.frame.OptPathDF
                        Convert optimization path to data.frame.
checkParamSet           Sanity check expressions of a parameter set.
convertParamSetToIrace
                        Converts a ParamSet object to a parameter
                        object of the irace package.
dfRowsToList            Convert a data.frame row to list of
                        parameter-value-lists.
discreteNameToValue     Convert encoding name(s) to discrete value(s).
discreteValueToName     Convert discrete value(s) to encoding name(s).
dropParams              Drop Params from ParamSet by ids.
evaluateParamExpressions
                        Evaluates all expressions within a parameter.
filterParams            Get parameter subset of only certain
                        parameters.
generateDesign          Generates a statistical design for a parameter
                        set.
generateDesignOfDefaults
                        Generates a design with the defaults of a
                        parameter set.
generateGridDesign      Generates a grid design for a parameter set.
generateRandomDesign    Generates a random design for a parameter set.
getDefaults             Return defaults of parameters in parameter set.
getLower                Get lower / upper bounds and allowed discrete
                        values for parameters.
getOptPathBestIndex     Get index of the best element from optimization
                        path.
getOptPathCol           Get column from the optimization path.
getOptPathCols          Get columns from the optimization path.
getOptPathDOB           Get date-of-birth vector from the optimization
                        path.
getOptPathEOL           Get end-of-life vector from the optimization
                        path.
getOptPathEl            Get an element from the optimization path.
getOptPathErrorMessages
                        Get error-message vector from the optimization
                        path.
getOptPathExecTimes     Get exec-time vector from the optimization
                        path.
getOptPathLength        Get the length of the optimization path.
getOptPathParetoFront   Get indices of pareto front of optimization
                        path.
getOptPathX             Get data.frame of input points (X-space)
                        referring to the param set from the
                        optimization path.
getOptPathY             Get y-vector or y-matrix from the optimization
                        path.
getParamIds             Return ids of parameters in parameter set.
getParamLengths         Return lengths of single parameters or
                        parameters in parameter set.
getParamNr              Return number of parameters in set.
getParamSet             Get parameter set.
getParamTypeCounts      Returns information on the number of parameters
                        of a each type.
getParamTypes           Returns type information for a parameter set.
getRequirements         Return all require-expressions of a param set.
getTypeStrings          Get parameter type-strings.
hasExpression           Check if parameter values contain expressions.
hasFiniteBoxConstraints
                        Checks if a parameter or each parameter of a
                        parameter set has ONLY finite lower and upper
                        bounds.
hasForbidden            Check parameter set for forbidden region.
hasRequires             Check parameter / parameter set for
                        requirements / dependencies.
hasTrafo                Check parameter / parameter set for trafos.
hasType                 Check whether parameter set contains a certain
                        type.
isEmpty                 Check whether parameter set is empty.
isFeasible              Check if parameter value is valid.
isForbidden             Check whether parameter setting lies in
                        forbidden region of parameter set.
isRequiresOk            Check if parameter requirements are met.
isSpecialValue          Is a given value in the list of special values
                        for a param?
isType                  Check parameter / parameter set contain ONLY a
                        certain type.
isTypeString            Check if type string is of certain type.
isVector                Check parameter / parameter set for vector
                        params.
listToDfOneRow          Convert a list to a data.frame with one row
makeParamSet            Construct a parameter set.
paramValueToString      Convert a value to a string.
plotEAF                 Plots attainment functions for data stored in
                        multiple OptPaths.
plotOptPath             Plot method for optimization paths.
plotYTraces             Plots Y traces of multiple optimization paths
removeMissingValues     Removes all scalar NAs from a parameter setting
                        list.
renderOptPathPlot       Function for plotting optimization paths.
renderYTraces           Plots Y traces of multiple optimization paths
repairPoint             Repairs values of numeric and integer
                        parameters out side of constraints.
sampleValue             Sample a random value from a parameter or a
                        parameter set uniformly.
sampleValues            Sample n random values from a parameter or a
                        parameter set uniformly.
setOptPathElDOB         Set the dates of birth of parameter values,
                        in-place.
setOptPathElEOL         Set the end of life dates of parameter values,
                        in-place.
setValueCNames          Set components names for vector names
trafoOptPath            Transform optimization path.
trafoValue              Transform a value.
updateParVals           Insert par.vals to old ones with meeting
                        requirements
