Man pages for mlr3
Machine Learning in R - Next Generation

as_benchmark_resultConvert to BenchmarkResult
as_data_backendCreate a Data Backend
as.data.tableRe-export of 'as.data.table' See data.table::as.data.table.
benchmarkBenchmark Multiple Learners on Multiple Tasks
benchmark_gridGenerate a Benchmark Grid Design
BenchmarkResultContainer for Results of 'benchmark()'
confusion_measuresCalculate Confusion Measures
DataBackendDataBackend
DataBackendDataTableDataBackend for data.table
DataBackendMatrixDataBackend for Matrix
default_measuresGet a Default Measure
LearnerLearner Class
LearnerClassifClassification Learner
LearnerClassifDebugClassification Learner for Debugging
LearnerClassifFeaturelessFeatureless Classification Learner
LearnerClassifRpartClassification Tree Learner
LearnerRegrRegression Learner
LearnerRegrFeaturelessFeatureless Regression Learner
LearnerRegrRpartRegression Tree Learner
MeasureMeasure Class
MeasureClassifClassification Measure
MeasureClassifACCAccuracy Classification Measure
MeasureClassifAUCArea Under the Curve Classification Measure
MeasureClassifCEClassification Error Measure
MeasureClassifConfusionBinary Classification Measures Derived from a Confusion...
MeasureClassifCostsCost-sensitive Classification Measure
MeasureClassifFScoreF-score Classification Measure
MeasureDebugDebug Measure
MeasureElapsedTimeElapsed Time Measure
MeasureOOBErrorOut-of-bag Error Measure
MeasureRegrRegression Measure
MeasureRegrMAEAbsolute Errors Regression Measure
MeasureRegrMSEMean Squared Error Regression Measure
MeasureRegrRMSERoot Mean Squared Error Regression Measure
MeasureSelectedFeaturesSelected Features Measure
mlr3-packagemlr3: Machine Learning in R - Next Generation
mlr_assertionsAssertion for mlr3 Objects
mlr_coercionsObject Coercion
mlr_learnersDictionary of Learners
mlr_measuresDictionary of Performance Measures
mlr_reflectionsReflections for mlr3
mlr_resamplingsDictionary of Resampling Strategies
mlr_sugarSyntactic Sugar for Object Construction
mlr_task_generatorsDictionary of Task Generators
mlr_tasksDictionary of Tasks
mlr_tasks_boston_housingBoston Housing Regression Task
mlr_tasks_german_creditGerman Credit Classification Task
mlr_tasks_irisIris Classification Task
mlr_tasks_mtcars"Motor Trend" Car Road Tests Task
mlr_tasks_pimaPima Indian Diabetes Classification Task
mlr_tasks_sonarSonar Classification Task
mlr_tasks_spamSpam Classification Task
mlr_tasks_wineWine Classification Task
mlr_tasks_zooZoo Classification Task
PredictionAbstract Prediction Object
PredictionClassifPrediction Object for Classification
PredictionRegrPrediction Object for Regression
predict.LearnerPredict Method for Learners
resampleResample a Learner on a Task
ResampleResultContainer for Results of 'resample()'
ResamplingResampling Class
ResamplingBootstrapBootstrap Resampling
ResamplingCustomCustom Resampling
ResamplingCVCross Validation Resampling
ResamplingHoldoutHoldout Resampling
ResamplingRepeatedCVRepeated Cross Validation Resampling
ResamplingSubsamplingSubsampling Resampling
TaskTask Class
TaskClassifClassification Task
TaskGeneratorTaskGenerator Class
TaskGenerator2DNormals2d Normals Classification Task Generator
TaskGeneratorFriedman1Friedman1 Regression Task Generator
TaskGeneratorSmileySmiley Classification Task Generator
TaskGeneratorXorXOR Classification Task Generator
TaskRegrRegression Task
TaskSupervisedSupervised Task
mlr3 documentation built on Oct. 30, 2019, 12:14 p.m.