| .onLoad |
Source code
|
| BenchmarkResult |
Man page
|
| DataBackend |
Man page
|
| DataBackendDataTable |
Man page
|
| DataBackendMatrix |
Man page
|
| HotstartStack |
Man page
|
| Learner |
Man page
|
| LearnerClassif |
Man page
|
| LearnerClassifDebug |
Man page
|
| LearnerClassifFeatureless |
Man page
|
| LearnerClassifRpart |
Man page
|
| LearnerRegr |
Man page
|
| LearnerRegrDebug |
Man page
|
| LearnerRegrFeatureless |
Man page
|
| LearnerRegrRpart |
Man page
|
| Measure |
Man page
|
| MeasureAIC |
Man page
|
| MeasureBIC |
Man page
|
| MeasureClassif |
Man page
|
| MeasureClassifCosts |
Man page
|
| MeasureDebugClassif |
Man page
|
| MeasureElapsedTime |
Man page
|
| MeasureInternalValidScore |
Man page
|
| MeasureOOBError |
Man page
|
| MeasureRegr |
Man page
|
| MeasureRegrRSQ |
Man page
|
| MeasureSelectedFeatures |
Man page
|
| MeasureSimilarity |
Man page
|
| Prediction |
Man page
|
| PredictionClassif |
Man page
|
| PredictionData |
Man page
|
| PredictionRegr |
Man page
|
| ResampleResult |
Man page
|
| Resampling |
Man page
|
| ResamplingBootstrap |
Man page
|
| ResamplingCV |
Man page
|
| ResamplingCustom |
Man page
|
| ResamplingCustomCV |
Man page
|
| ResamplingHoldout |
Man page
|
| ResamplingInsample |
Man page
|
| ResamplingLOO |
Man page
|
| ResamplingRepeatedCV |
Man page
|
| ResamplingSubsampling |
Man page
|
| ResultData |
Man page
|
| Task |
Man page
|
| TaskClassif |
Man page
|
| TaskGenerator |
Man page
|
| TaskGenerator2DNormals |
Man page
|
| TaskGeneratorCassini |
Man page
|
| TaskGeneratorCircle |
Man page
|
| TaskGeneratorFriedman1 |
Man page
|
| TaskGeneratorMoons |
Man page
|
| TaskGeneratorSimplex |
Man page
|
| TaskGeneratorSmiley |
Man page
|
| TaskGeneratorSpirals |
Man page
|
| TaskGeneratorXor |
Man page
|
| TaskRegr |
Man page
|
| TaskSupervised |
Man page
|
| TaskUnsupervised |
Man page
|
| ] |
Source code
Source code
Source code
Source code
Source code
Source code
Source code
Source code
Source code
Source code
Source code
Source code
Source code
Source code
|
| allow_utf8_names |
Source code
|
| 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.Resampling |
Source code
|
| as.data.table.Task |
Source code
|
| as_benchmark_result |
Man page
Source code
|
| as_benchmark_result.BenchmarkResult |
Man page
Source code
|
| as_benchmark_result.ResampleResult |
Man page
Source code
|
| as_data_backend |
Man page
Source code
|
| as_data_backend.DataBackend |
Source code
|
| as_data_backend.Matrix |
Man page
Source code
|
| as_data_backend.data.frame |
Man page
Source code
|
| as_learner |
Man page
Source code
|
| as_learner.Learner |
Man page
Source code
|
| as_learners |
Man page
Source code
|
| as_learners.default |
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_measures |
Man page
Source code
|
| as_measures.NULL |
Man page
Source code
|
| as_measures.default |
Man page
Source code
|
| as_measures.list |
Man page
Source code
|
| as_prediction |
Man page
Source code
|
| as_prediction.Prediction |
Man page
Source code
|
| as_prediction.PredictionDataClassif |
Man page
Source code
|
| as_prediction.PredictionDataRegr |
Man page
Source code
|
| as_prediction_classif |
Man page
Source code
|
| as_prediction_classif.PredictionClassif |
Man page
Source code
|
| as_prediction_classif.data.frame |
Man page
Source code
|
| as_prediction_data |
Man page
Source code
|
| as_prediction_data.Prediction |
Man page
Source code
|
| as_prediction_data.PredictionData |
Man page
Source code
|
| as_prediction_data.list |
Man page
Source code
|
| as_prediction_regr |
Man page
Source code
|
| as_prediction_regr.PredictionRegr |
Man page
Source code
|
| as_prediction_regr.data.frame |
Man page
Source code
|
| as_predictions |
Man page
Source code
|
| as_predictions.list |
Man page
Source code
|
| as_resample_result |
Man page
Source code
|
| as_resample_result.ResampleResult |
Man page
Source code
|
| as_resample_result.ResultData |
Man page
Source code
|
| as_resample_result.list |
Man page
Source code
|
| as_resampling |
Man page
Source code
|
| as_resampling.Resampling |
Man page
Source code
|
| as_resamplings |
Man page
Source code
|
| as_resamplings.default |
Man page
Source code
|
| as_resamplings.list |
Man page
Source code
|
| as_result_data |
Man page
Source code
|
| as_task |
Man page
Source code
|
| as_task.Task |
Man page
Source code
|
| as_task_classif |
Man page
Source code
|
| as_task_classif.DataBackend |
Man page
Source code
|
| as_task_classif.Matrix |
Man page
Source code
|
| as_task_classif.TaskClassif |
Man page
Source code
|
| as_task_classif.TaskRegr |
Man page
Source code
|
| as_task_classif.data.frame |
Man page
Source code
|
| as_task_classif.formula |
Man page
Source code
|
| as_task_classif.matrix |
Man page
Source code
|
| as_task_regr |
Man page
Source code
|
| as_task_regr.DataBackend |
Man page
Source code
|
| as_task_regr.Matrix |
Man page
Source code
|
| as_task_regr.TaskClassif |
Man page
Source code
|
| as_task_regr.TaskRegr |
Man page
Source code
|
| as_task_regr.data.frame |
Man page
Source code
|
| as_task_regr.formula |
Man page
Source code
|
| as_task_regr.matrix |
Man page
Source code
|
| as_task_unsupervised |
Man page
Source code
|
| as_task_unsupervised.DataBackend |
Man page
Source code
|
| as_task_unsupervised.Task |
Man page
Source code
|
| as_task_unsupervised.data.frame |
Man page
Source code
|
| as_tasks |
Man page
Source code
|
| as_tasks.default |
Man page
Source code
|
| as_tasks.list |
Man page
Source code
|
| as_tasks_unsupervised |
Man page
Source code
|
| as_tasks_unsupervised.Task |
Man page
Source code
|
| as_tasks_unsupervised.list |
Man page
Source code
|
| assert_backend |
Man page
Source code
|
| assert_benchmark_result |
Man page
Source code
|
| assert_has_backend |
Source code
|
| assert_learnable |
Man page
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_ordered_set |
Source code
|
| assert_param_values |
Source code
|
| assert_predictable |
Man page
Source code
|
| assert_prediction |
Man page
Source code
|
| assert_prediction_count |
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_row_sums |
Source code
|
| assert_set |
Source code
|
| assert_task |
Man page
Source code
|
| assert_task_learner |
Source code
|
| assert_tasks |
Man page
Source code
|
| assert_validate |
Man page
Source code
|
| auto_convert |
Man page
Source code
|
| benchmark |
Man page
Source code
|
| benchmark_grid |
Man page
Source code
|
| c.BenchmarkResult |
Source code
|
| c.Prediction |
Source code
|
| c.PredictionDataClassif |
Man page
Source code
|
| c.PredictionDataRegr |
Man page
Source code
|
| c.ResampleResult |
Source code
|
| calculate_cost |
Source code
|
| check_prediction_data |
Man page
Source code
|
| check_prediction_data.PredictionDataClassif |
Man page
Source code
|
| check_prediction_data.PredictionDataRegr |
Man page
Source code
|
| clone_rep |
Source code
|
| clone_without |
Source code
|
| col_info |
Man page
Source code
|
| col_info.DataBackend |
Man page
Source code
|
| col_info.data.table |
Man page
Source code
|
| convert_mlbench |
Source code
|
| convert_task |
Man page
Source code
|
| create_empty_prediction_data |
Man page
Source code
|
| create_empty_prediction_data.TaskClassif |
Source code
|
| create_empty_prediction_data.TaskRegr |
Source code
|
| create_internal_valid_task |
Source code
|
| data.table |
Man page
|
| default_fallback |
Man page
Source code
|
| default_fallback.Learner |
Man page
Source code
|
| default_fallback.LearnerClassif |
Man page
Source code
|
| default_fallback.LearnerRegr |
Man page
Source code
|
| default_measures |
Man page
Source code
|
| default_values.Learner |
Source code
|
| default_values.LearnerClassifRpart |
Source code
|
| default_values.LearnerRegrRpart |
Source code
|
| deprecated_binding |
Man page
Source code
|
| dummy_import |
Source code
|
| extract_pkgs |
Man page
Source code
|
| extract_pkgs.BenchmarkResult |
Man page
Source code
|
| extract_pkgs.R6 |
Man page
Source code
|
| extract_pkgs.ResampleResult |
Man page
Source code
|
| extract_pkgs.character |
Man page
Source code
|
| extract_pkgs.list |
Man page
Source code
|
| fget |
Source code
|
| filter_prediction_data |
Man page
Source code
|
| filter_prediction_data.PredictionDataClassif |
Source code
|
| filter_prediction_data.PredictionDataRegr |
Source code
|
| fix_factor_levels |
Source code
|
| fix_factor_levels.Matrix |
Source code
|
| fix_factor_levels.data.table |
Source code
|
| future_map |
Source code
|
| get_featureless_learner |
Source code
|
| get_log_condition |
Source code
|
| get_obs_loss |
Source code
|
| hashes |
Source code
|
| head.Task |
Source code
|
| ijoin |
Source code
|
| install_pkgs |
Man page
Source code
|
| is_marshaled_model |
Man page
Source code
|
| is_missing_prediction_data |
Man page
Source code
|
| is_missing_prediction_data.PredictionDataClassif |
Man page
Source code
|
| is_missing_prediction_data.PredictionDataRegr |
Man page
Source code
|
| learner_hotstart_hash |
Source code
|
| learner_marshal |
Man page
Source code
|
| learner_marshaled |
Man page
Source code
|
| learner_predict |
Source code
|
| learner_train |
Source code
|
| learner_unmarshal |
Man page
Source code
|
| load_task_boston_housing |
Source code
|
| load_task_breast_cancer |
Source code
|
| load_task_german_credit |
Source code
|
| load_task_iris |
Source code
|
| load_task_mtcars |
Source code
|
| load_task_penguins |
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
|
| lrns |
Man page
Source code
|
| marshal_model |
Man page
Source code
|
| marshal_model.classif.debug_model |
Source code
|
| marshal_model.default |
Source code
|
| marshal_model.learner_state |
Source code
|
| marshal_state_if_model |
Source code
|
| marshaling |
Man page
|
| mlr3 |
Man page
|
| mlr3-package |
Man page
|
| mlr_assertions |
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.debug |
Man page
|
| mlr_learners_regr.featureless |
Man page
|
| mlr_learners_regr.rpart |
Man page
|
| mlr_measures |
Man page
|
| mlr_measures_aic |
Man page
|
| mlr_measures_bic |
Man page
|
| mlr_measures_classif.acc |
Man page
|
| mlr_measures_classif.auc |
Man page
|
| mlr_measures_classif.bacc |
Man page
|
| mlr_measures_classif.bbrier |
Man page
|
| mlr_measures_classif.ce |
Man page
|
| mlr_measures_classif.costs |
Man page
|
| mlr_measures_classif.dor |
Man page
|
| mlr_measures_classif.fbeta |
Man page
|
| mlr_measures_classif.fdr |
Man page
|
| mlr_measures_classif.fn |
Man page
|
| mlr_measures_classif.fnr |
Man page
|
| mlr_measures_classif.fomr |
Man page
|
| mlr_measures_classif.fp |
Man page
|
| mlr_measures_classif.fpr |
Man page
|
| mlr_measures_classif.logloss |
Man page
|
| mlr_measures_classif.mauc_au1p |
Man page
|
| mlr_measures_classif.mauc_au1u |
Man page
|
| mlr_measures_classif.mauc_aunp |
Man page
|
| mlr_measures_classif.mauc_aunu |
Man page
|
| mlr_measures_classif.mauc_mu |
Man page
|
| mlr_measures_classif.mbrier |
Man page
|
| mlr_measures_classif.mcc |
Man page
|
| mlr_measures_classif.npv |
Man page
|
| mlr_measures_classif.ppv |
Man page
|
| mlr_measures_classif.prauc |
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_classif |
Man page
|
| mlr_measures_elapsed_time |
Man page
|
| mlr_measures_internal_valid_score |
Man page
|
| mlr_measures_oob_error |
Man page
|
| mlr_measures_regr.bias |
Man page
|
| mlr_measures_regr.ktau |
Man page
|
| mlr_measures_regr.mae |
Man page
|
| mlr_measures_regr.mape |
Man page
|
| mlr_measures_regr.maxae |
Man page
|
| mlr_measures_regr.medae |
Man page
|
| mlr_measures_regr.medse |
Man page
|
| mlr_measures_regr.mse |
Man page
|
| mlr_measures_regr.msle |
Man page
|
| mlr_measures_regr.pbias |
Man page
|
| mlr_measures_regr.pinball |
Man page
|
| mlr_measures_regr.rae |
Man page
|
| mlr_measures_regr.rmse |
Man page
|
| mlr_measures_regr.rmsle |
Man page
|
| mlr_measures_regr.rrse |
Man page
|
| mlr_measures_regr.rse |
Man page
|
| mlr_measures_regr.rsq |
Man page
|
| mlr_measures_regr.sae |
Man page
|
| mlr_measures_regr.smape |
Man page
|
| mlr_measures_regr.srho |
Man page
|
| mlr_measures_regr.sse |
Man page
|
| mlr_measures_selected_features |
Man page
|
| mlr_measures_sim.jaccard |
Man page
|
| mlr_measures_sim.phi |
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_custom_cv |
Man page
|
| mlr_resamplings_cv |
Man page
|
| mlr_resamplings_holdout |
Man page
|
| mlr_resamplings_insample |
Man page
|
| mlr_resamplings_loo |
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_cassini |
Man page
|
| mlr_task_generators_circle |
Man page
|
| mlr_task_generators_friedman1 |
Man page
|
| mlr_task_generators_moons |
Man page
|
| mlr_task_generators_simplex |
Man page
|
| mlr_task_generators_smiley |
Man page
|
| mlr_task_generators_spirals |
Man page
|
| mlr_task_generators_xor |
Man page
|
| mlr_tasks |
Man page
|
| mlr_tasks_boston_housing |
Man page
|
| mlr_tasks_breast_cancer |
Man page
|
| mlr_tasks_german_credit |
Man page
|
| mlr_tasks_iris |
Man page
|
| mlr_tasks_mtcars |
Man page
|
| mlr_tasks_penguins |
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
|
| mlr_test_helpers |
Man page
|
| msr |
Man page
Source code
|
| msrs |
Man page
Source code
|
| new_prediction_data |
Source code
|
| partition |
Man page
Source code
|
| phashes |
Source code
|
| predict.Learner |
Man page
Source code
|
| prediction_tasks_and_sets |
Source code
|
| print.PredictionData |
Source code
|
| print.benchmark_grid |
Source code
|
| print.bmr_aggregate |
Source code
|
| print.bmr_score |
Source code
|
| print.marshaled |
Source code
|
| print.rr_score |
Source code
|
| print_data_table |
Source code
|
| process_model_after_predict |
Source code
|
| process_model_before_predict |
Source code
|
| rd_info.Learner |
Source code
|
| rd_info.Measure |
Source code
|
| rd_info.Task |
Source code
|
| reassemble_learners |
Source code
|
| reexports |
Man page
|
| resample |
Man page
Source code
|
| resample_result_aggregate |
Source code
|
| resampling_task_hashes |
Source code
|
| rsmp |
Man page
Source code
|
| rsmps |
Man page
Source code
|
| score_measures |
Source code
|
| score_single_measure |
Source code
|
| set_data_table_class |
Source code
|
| set_encapsulation |
Source code
|
| set_threads |
Man page
Source code
|
| set_threads.R6 |
Man page
Source code
|
| set_threads.default |
Man page
Source code
|
| set_threads.list |
Man page
Source code
|
| set_validate |
Man page
Source code
|
| set_validate.Learner |
Source code
|
| star_init |
Source code
|
| summary.Task |
Source code
|
| tail.Task |
Source code
|
| task_check_col_roles |
Man page
Source code
|
| task_check_col_roles.Task |
Man page
Source code
|
| task_check_col_roles.TaskClassif |
Man page
Source code
|
| task_check_col_roles.TaskRegr |
Man page
Source code
|
| task_check_col_roles.TaskSupervised |
Man page
Source code
|
| task_check_col_roles.TaskUnsupervised |
Man page
Source code
|
| task_hash |
Source code
|
| task_rm_backend |
Source code
|
| task_set_roles |
Source code
|
| test_matching_task_type |
Source code
|
| tgen |
Man page
Source code
|
| tgens |
Man page
Source code
|
| translate_types |
Source code
|
| tsk |
Man page
Source code
|
| tsks |
Man page
Source code
|
| ujoin |
Source code
|
| unmarshal_model |
Man page
Source code
|
| unmarshal_model.classif.debug_model_marshaled |
Source code
|
| unmarshal_model.default |
Source code
|
| unmarshal_model.learner_state_marshaled |
Source code
|
| unmarshal_state_if_model |
Source code
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| update_classif_property |
Source code
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| warn_deprecated |
Man page
Source code
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| workhorse |
Source code
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