All functions

availableAttributes()

List Attributes that can be Aggregated

clonetask()

Replace Data in Task with new Data

collectResult()

Collect Result Information

combine.operators()

Combine ECR-Operators

constructEvalSetting()

Parameter Configuration of Mosmafs

cpoSelector()

CPO that Selects Features

create.hypersphere.data()

Create Hypersphere Data

create.linear.data()

Create Linear Model Data

create.linear.toy.data()

Linear Toy Data

create.regr.task() create.classif.task()

Create mlr-Task from Data

fitnesses()

Extract Fitnesses from ECR Log

getPopulations()

Get Populations

getStatistics()

Get Statistics

initSelector()

Initialize Selector

intifyMutator() intifyRecombinator()

Turn Continuous-Space Operators into Integer-Space Operators

listToDf()

List to data.frame

makeBaselineObjective()

Create mlrMBO Objective Function

makeFilterMat()

Create a Filter-Matrix

makeFilterStrategy()

Create a Filter Strategy Function

makeObjective()

Create ecr Objective Function

mosmafsTermEvals() mosmafsTermGenerations() mosmafsTermTime() mosmafsTermFidelity() mosmafsTermStagnationHV() mosmafsTermStagnationObjStatistic()

Termination Function Creator

mutBitflipCHW()

Bitflip (Approximately, in Expectation) Conserving Hamming Weight

mutDoubleGeom() mutDoubleGeomScaled()

Double Geometric Distribution Mutator

mutGaussInt()

Integer Gaussian Mutator

mutGaussIntScaled()

Integer Scaled Gaussian Mutator

mutGaussScaled()

Scaled Gaussian Mutator

mutPolynomialInt()

Integer Polynomial Mutator

mutRandomChoice()

Random Choice Mutator

mutUniformInt()

Integer Uniform Mutator

mutUniformMetaReset()

Parametrised Uniform Reset for Binary Parameters

mutUniformParametric() mutUniformParametricScaled() mutUniformParametricInt() mutUniformParametricIntScaled()

Parametric Uniform Mutation

mutUniformReset()

Uniform Reset for Binary Parameters

mutUniformResetSHW() mutUniformMetaResetSHW()

Uniform Reset Scaled by Hamming Weight

naiveHoldoutDomHV()

Naive Hypervolume on Holdout Data

overallRankMO()

Rank by Nondominated Front and Crowding Distance or Hypervolume Contribution

paretoEdges()

Get Pareto Front Edges from Fitness Matrix

popAggregate()

Aggregate Population Results

recGaussian()

Gaussian Intermediate Recombinator

recIntIntermediate()

Integer Intermediate Recombinator

recIntSBX()

Integer SBX Recombinator

recPCrossover()

General Uniform Crossover

selSimpleUnique()

Simple Selector without Replacement

selTournamentMO()

Multi-Objective k-Tournament Selector

setMosmafsVectorized()

Set mosmafs.vectorize

slickEcr() initEcr() continueEcr()

Modified Interface to ECR

slickEvaluateFitness()

Compute the Fitness of Individuals

task.add.permuted.cols()

Add Permuted Noise-Features to Task

task.add.random.cols()

Add Sampled Noise-Features to Task

unbiasedHoldoutDomHV()

Unbiased Dominated Hypervolume on Holdout Data

valuesFromNames()

Convert Discrete Parameters from Names to Values