Efficient, object-oriented programming on the
building blocks of machine learning. Provides 'R6' objects for tasks,
learners, resamplings, and measures. The package is geared towards
scalability and larger datasets by supporting parallelization and
out-of-memory data-backends like databases. While 'mlr3' focuses on
the core computational operations, add-on packages provide additional
functionality.
backports, checkmate (>= 1.9.3), data.table, digest, lgr (>=
0.3.0), mlbench, mlr3measures (>= 0.1.1), mlr3misc (>= 0.1.6),
paradox, R6, uuid

R6, backports, checkmate (>= 1.9.3), data.table, digest, lgr
(>= 0.3.0), mlbench, mlr3measures (>= 0.1.1), mlr3misc (>=
0.1.8), paradox, uuid
Matrix, bibtex, callr, datasets, evaluate, future (>= 1.9.0),
future.apply (>= 1.1.0), future.callr, progressr, rpart,
testthat, titanic

R6, backports, checkmate (>= 1.9.3), data.table, digest, lgr
(>= 0.3.0), mlbench, mlr3measures (>= 0.1.2), mlr3misc (>=
0.1.8), paradox, uuid
'mlr_reflections.R' 'BenchmarkResult.R' 'DataBackend.R'
'DataBackendCbind.R' 'DataBackendDataTable.R'
'DataBackendMatrix.R' 'DataBackendRbind.R'
'DataBackendRename.R' 'Learner.R' 'LearnerClassif.R'
'mlr_learners.R' 'LearnerClassifDebug.R'
'LearnerClassifFeatureless.R' 'LearnerClassifRpart.R'
'LearnerRegr.R' 'LearnerRegrFeatureless.R' 'LearnerRegrRpart.R'
'Measure.R' 'MeasureClassif.R' 'mlr_measures.R'
'MeasureClassifCosts.R' 'MeasureDebug.R' 'MeasureElapsedTime.R'
'MeasureOOBError.R' 'MeasureRegr.R' 'MeasureSelectedFeatures.R'
'MeasureSimple.R' 'Prediction.R' 'PredictionClassif.R'
'PredictionRegr.R' 'ResampleResult.R' 'Resampling.R'
'mlr_resamplings.R' 'ResamplingBootstrap.R' 'ResamplingCV.R'
'ResamplingCustom.R' 'ResamplingHoldout.R'
'ResamplingRepeatedCV.R' 'ResamplingSubsampling.R' 'Task.R'
'TaskSupervised.R' 'TaskClassif.R' 'mlr_tasks.R'
'TaskClassif_german_credit.R' 'TaskClassif_iris.R'
'TaskClassif_pima.R' 'TaskClassif_sonar.R' 'TaskClassif_spam.R'
'TaskClassif_wine.R' 'TaskClassif_zoo.R' 'TaskGenerator.R'
'mlr_task_generators.R' 'TaskGenerator2DNormals.R'
'TaskGeneratorFriedman1.R' 'TaskGeneratorSmiley.R'
'TaskGeneratorXor.R' 'TaskRegr.R' 'TaskRegr_boston_housing.R'
'TaskRegr_mtcars.R' 'Task_cbind.R' 'Task_rbind.R'
'as_data_backend.R' 'assertions.R' 'auto_convert.R'
'benchmark.R' 'benchmark_grid.R' 'default_measures.R'
'deprecated.R' 'fix_factor_levels.R' 'helper.R'
'mlr_coercions.R' 'mlr_sugar.R' 'predict.R' 'reexports.R'
'resample.R' 'worker.R' 'zzz.R'