Man pages for mosmafs
Multi-Objective Simultaneous Model and Feature Selection

availableAttributesList Attributes that can be Aggregated
clonetaskReplace Data in Task with new Data
collectResultCollect Result Information
combine.operatorsCombine ECR-Operators
constructEvalSettingParameter Configuration of Mosmafs
cpoSelectorCPO that Selects Features
create.hypersphere.dataCreate Hypersphere Data
create.linear.dataCreate Linear Model Data
create.linear.toy.dataLinear Toy Data
create.regr.taskCreate mlr-Task from Data
fitnessesExtract Fitnesses from ECR Log
getPopulationsGet Populations
getStatisticsGet Statistics
initSelectorInitialize Selector
intifyMutatorTurn Continuous-Space Operators into Integer-Space Operators
listToDfList to data.frame
makeBaselineObjectiveCreate mlrMBO Objective Function
makeFilterMatCreate a Filter-Matrix
makeFilterStrategyCreate a Filter Strategy Function
makeObjectiveCreate ecr Objective Function
mosmafsTermEvalsTermination Function Creator
mutBitflipCHWBitflip (Approximately, in Expectation) Conserving Hamming...
mutDoubleGeomDouble Geometric Distribution Mutator
mutGaussIntInteger Gaussian Mutator
mutGaussIntScaledInteger Scaled Gaussian Mutator
mutGaussScaledScaled Gaussian Mutator
mutPolynomialIntInteger Polynomial Mutator
mutRandomChoiceRandom Choice Mutator
mutUniformIntInteger Uniform Mutator
mutUniformMetaResetParametrised Uniform Reset for Binary Parameters
mutUniformParametricParametric Uniform Mutation
mutUniformResetUniform Reset for Binary Parameters
mutUniformResetSHWUniform Reset Scaled by Hamming Weight
naiveHoldoutDomHVNaive Hypervolume on Holdout Data
overallRankMORank by Nondominated Front and Crowding Distance or...
paretoEdgesGet Pareto Front Edges from Fitness Matrix
popAggregateAggregate Population Results
recGaussianGaussian Intermediate Recombinator
recIntIntermediateInteger Intermediate Recombinator
recIntSBXInteger SBX Recombinator
recPCrossoverGeneral Uniform Crossover
selSimpleUniqueSimple Selector without Replacement
selTournamentMOMulti-Objective k-Tournament Selector
setMosmafsVectorizedSet mosmafs.vectorize
slickEcrModified Interface to ECR
slickEvaluateFitnessCompute the Fitness of Individuals
task.add.permuted.colsAdd Permuted Noise-Features to Task
task.add.random.colsAdd Sampled Noise-Features to Task
unbiasedHoldoutDomHVUnbiased Dominated Hypervolume on Holdout Data
valuesFromNamesConvert Discrete Parameters from Names to Values
mosmafs documentation built on Nov. 3, 2022, 1:05 a.m.