Get column from the optimization path.
Get indices of pareto front of optimization path.
Get data.frame of input points (X-space) referring to the param set from the optimization path.
Return ids of parameters in parameter set.
Check whether parameter setting lies in forbidden region of parameter set.
Convert a value to a string.
Returns type information for a parameter set.
Is a given value in the list of special values for a param?
Plots attainment functions for data stored in multiple OptPaths.
Get error-message vector from the optimization path.
Check parameter / parameter set for vector params.
Get an element from the optimization path.
Return all require-expressions of a param set.
Construct a parameter set.
Get y-vector or y-matrix from the optimization path.
Plots Y traces of multiple optimization paths
Check if parameter value is valid.
Repairs values of numeric and integer parameters out side of constraints.
Check if parameter requirements are met.
Get exec-time vector from the optimization path.
Get columns from the optimization path.
Return lengths of single parameters or parameters in parameter set.
Set the dates of birth of parameter values, in-place.
Check if parameter values contain expressions.
Get parameter type-strings.
Set the end of life dates of parameter values, in-place.
Checks if a parameter or each parameter of a parameter set has ONLY finite lower and upper bounds.
Removes all scalar NAs from a parameter setting list.
Sample a random value from a parameter or a parameter set uniformly.
Check parameter set for forbidden region.
Return number of parameters in set.
Function for plotting optimization paths.
Get parameter set.
Get the length of the optimization path.
Get date-of-birth vector from the optimization path.
Sample n random values from a parameter or a parameter set uniformly.
Generates a grid design for a parameter set.
Returns information on the number of parameters of a each type.
Get end-of-life vector from the optimization path.
Check parameter / parameter set for requirements / dependencies.
Check parameter / parameter set for trafos.
Check parameter / parameter set contain ONLY a certain type.
Check if type string is of certain type.
Transform a value.
Check whether parameter set is empty.
Set components names for vector names
Check whether parameter set contains a certain type.
Plots Y traces of multiple optimization paths
Plot method for optimization paths.
Insert par.vals to old ones with meeting requirements
Transform optimization path.
Create a description object for a parameter of a machine learning algorithm.
Convert encoding name(s) to discrete value(s).
Convert discrete value(s) to encoding name(s).
Add a new element to an optimization path.
Convert a data.frame row to list of parameter-value-lists.
Drop Params from ParamSet by ids.
Sanity check expressions of a parameter set.
Evaluates all expressions within a parameter.
Get lower / upper bounds and allowed discrete values for parameters.
Return defaults of parameters in parameter set.
Create optimization path.
Create a description object for a parameter.
Generates a random design for a parameter set.
Convert optimization path to data.frame.
Generates a statistical design for a parameter set.
Get parameter subset of only certain parameters.
Generates a design with the defaults of a parameter set.
Converts a ParamSet object to a parameter object of the irace package.
Get index of the best element from optimization path.