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