API for mllg/mlr3
Machine Learning in R - Next Generation
| Global functions | |
|---|---|
| .onLoad | Source code |
| BenchmarkResult | Man page |
| DataBackend | Man page |
| DataBackendDataTable | Man page |
| DataBackendMatrix | Man page |
| Learner | Man page |
| LearnerClassif | Man page |
| LearnerClassifDebug | Man page |
| LearnerClassifFeatureless | Man page |
| LearnerClassifRpart | Man page |
| LearnerRegr | Man page |
| LearnerRegrFeatureless | Man page |
| LearnerRegrRpart | Man page |
| Measure | Man page |
| MeasureClassif | Man page |
| MeasureClassifACC | Man page |
| MeasureClassifAUC | Man page |
| MeasureClassifCE | Man page |
| MeasureClassifConfusion | Man page |
| MeasureClassifCosts | Man page |
| MeasureClassifFScore | Man page |
| MeasureDebug | Man page |
| MeasureElapsedTime | Man page |
| MeasureOOBError | Man page |
| MeasureRegr | Man page |
| MeasureRegrMAE | Man page |
| MeasureRegrMSE | Man page |
| MeasureRegrRMSE | Man page |
| MeasureSelectedFeatures | Man page |
| Prediction | Man page |
| PredictionClassif | Man page |
| PredictionRegr | Man page |
| ResampleResult | Man page |
| Resampling | Man page |
| ResamplingBootstrap | Man page |
| ResamplingCV | Man page |
| ResamplingCustom | Man page |
| ResamplingHoldout | Man page |
| ResamplingRepeatedCV | Man page |
| ResamplingSubsampling | Man page |
| Task | Man page |
| TaskClassif | Man page |
| TaskGenerator | Man page |
| TaskGenerator2DNormals | Man page |
| TaskGeneratorFriedman1 | Man page |
| TaskGeneratorSmiley | Man page |
| TaskGeneratorXor | Man page |
| TaskRegr | Man page |
| TaskSupervised | Man page |
| append_log | Source code |
| as.data.table | Man page |
| as.data.table.BenchmarkResult | Source code |
| as.data.table.DictionaryLearner | Source code |
| as.data.table.DictionaryMeasure | Source code |
| as.data.table.DictionaryResampling | Source code |
| as.data.table.DictionaryTask | Source code |
| as.data.table.DictionaryTaskGenerator | Source code |
| as.data.table.PredictionClassif | Source code |
| as.data.table.PredictionRegr | Source code |
| as.data.table.ResampleResult | Source code |
| as.data.table.Task | Source code |
| as_benchmark_result | Man page Source code |
| as_benchmark_result.ResampleResult | Man page Source code |
| as_data_backend | Man page Source code |
| as_data_backend.Matrix | Source code |
| as_data_backend.data.frame | Source code |
| as_learner | Man page Source code |
| as_learner.Learner | Man page Source code |
| as_learner.character | Man page Source code |
| as_learners | Man page Source code |
| as_learners.Learner | Man page Source code |
| as_learners.character | Man page Source code |
| as_learners.list | Man page Source code |
| as_measure | Man page Source code |
| as_measure.Measure | Man page Source code |
| as_measure.NULL | Man page Source code |
| as_measure.character | Man page Source code |
| as_measures | Man page Source code |
| as_measures.Measure | Man page Source code |
| as_measures.NULL | Man page Source code |
| as_measures.character | Man page Source code |
| as_measures.list | Man page Source code |
| as_resampling | Man page Source code |
| as_resampling.Resampling | Man page Source code |
| as_resampling.character | Man page Source code |
| as_resamplings | Man page Source code |
| as_resamplings.Resampling | Man page Source code |
| as_resamplings.character | Man page Source code |
| as_resamplings.list | Man page Source code |
| as_task | Man page Source code |
| as_task.Task | Man page Source code |
| as_task.character | Man page Source code |
| as_tasks | Man page Source code |
| as_tasks.Task | Man page Source code |
| as_tasks.character | Man page Source code |
| as_tasks.list | Man page Source code |
| assert_backend | Man page Source code |
| assert_benchmark_result | Man page Source code |
| assert_cost_matrix | Source code |
| assert_learner | Man page Source code |
| assert_learners | Man page Source code |
| assert_measure | Man page Source code |
| assert_measures | Man page Source code |
| assert_prediction | Man page Source code |
| assert_range | Source code |
| assert_resample_result | Man page Source code |
| assert_resampling | Man page Source code |
| assert_resamplings | Man page Source code |
| assert_row_ids | Man page Source code |
| assert_set | Source code |
| assert_task | Man page Source code |
| assert_tasks | Man page Source code |
| benchmark | Man page Source code |
| benchmark_grid | Man page Source code |
| c.Prediction | Source code |
| c.PredictionClassif | Source code |
| c.PredictionRegr | Source code |
| check_new_row_ids | Source code |
| col_info | Source code |
| col_info.DataBackend | Source code |
| col_info.data.table | Source code |
| confusion_measures | Man page Source code |
| convert_matching_types | Source code |
| default_measures | Man page Source code |
| dummy_import | Source code |
| hash | Source code |
| hashes | Source code |
| learner_predict | Source code |
| learner_print | Source code |
| learner_train | Source code |
| load_task_boston_housing | Source code |
| load_task_german_credit | Source code |
| load_task_iris | Source code |
| load_task_mtcars | Source code |
| load_task_pima | Source code |
| load_task_sonar | Source code |
| load_task_spam | Source code |
| load_task_wine | Source code |
| load_task_zoo | Source code |
| lrn | Man page Source code |
| measure_score | Source code |
| measure_score_data | Source code |
| mlr3 | Man page |
| mlr3-package | Man page |
| mlr_assertions | Man page |
| mlr_coercions | Man page |
| mlr_learners | Man page |
| mlr_learners_classif.debug | Man page |
| mlr_learners_classif.featureless | Man page |
| mlr_learners_classif.rpart | Man page |
| mlr_learners_regr.featureless | Man page |
| mlr_learners_regr.rpart | Man page |
| mlr_measures | Man page |
| mlr_measures_classif.acc | Man page |
| mlr_measures_classif.auc | Man page |
| mlr_measures_classif.ce | Man page |
| mlr_measures_classif.confusion | Man page |
| mlr_measures_classif.costs | Man page |
| mlr_measures_classif.dor | Man page |
| mlr_measures_classif.f_score | Man page |
| mlr_measures_classif.fdr | Man page |
| mlr_measures_classif.fn | Man page |
| mlr_measures_classif.fnr | Man page |
| mlr_measures_classif.for | Man page |
| mlr_measures_classif.fp | Man page |
| mlr_measures_classif.fpr | Man page |
| mlr_measures_classif.npv | Man page |
| mlr_measures_classif.ppv | Man page |
| mlr_measures_classif.precision | Man page |
| mlr_measures_classif.recall | Man page |
| mlr_measures_classif.sensitivity | Man page |
| mlr_measures_classif.specificity | Man page |
| mlr_measures_classif.tn | Man page |
| mlr_measures_classif.tnr | Man page |
| mlr_measures_classif.tp | Man page |
| mlr_measures_classif.tpr | Man page |
| mlr_measures_debug | Man page |
| mlr_measures_oob_error | Man page |
| mlr_measures_regr.mae | Man page |
| mlr_measures_regr.mse | Man page |
| mlr_measures_regr.rmse | Man page |
| mlr_measures_selected_features | Man page |
| mlr_measures_time_both | Man page |
| mlr_measures_time_predict | Man page |
| mlr_measures_time_train | Man page |
| mlr_reflections | Man page |
| mlr_resamplings | Man page |
| mlr_resamplings_bootstrap | Man page |
| mlr_resamplings_custom | Man page |
| mlr_resamplings_cv | Man page |
| mlr_resamplings_holdout | Man page |
| mlr_resamplings_repeated_cv | Man page |
| mlr_resamplings_subsampling | Man page |
| mlr_sugar | Man page |
| mlr_task_generators | Man page |
| mlr_task_generators_2dnormals | Man page |
| mlr_task_generators_friedman1 | Man page |
| mlr_task_generators_smiley | Man page |
| mlr_task_generators_xor | Man page |
| mlr_tasks | Man page |
| mlr_tasks_boston_housing | Man page |
| mlr_tasks_german_credit | Man page |
| mlr_tasks_iris | Man page |
| mlr_tasks_mtcars | Man page |
| mlr_tasks_pima | Man page |
| mlr_tasks_sonar | Man page |
| mlr_tasks_spam | Man page |
| mlr_tasks_wine | Man page |
| mlr_tasks_zoo | Man page |
| msr | Man page Source code |
| predict_wrapper | Source code |
| reassemble | Source code |
| resample | Man page Source code |
| rsmp | Man page Source code |
| stratify | Source code |
| task_cbind | Source code |
| task_data | Source code |
| task_print | Source code |
| task_rbind | Source code |
| task_rename | Source code |
| task_set_col_role | Source code |
| task_set_row_role | Source code |
| task_types | Source code |
| tgen | Man page Source code |
| train_wrapper | Source code |
| translate_types | Source code |
| tsk | Man page Source code |
| ujoin | Source code |
| use_future | Source code |
| workhorse | Source code |
