BenchmarkResult         Container for Benchmarking Results
CallbackResample        Resample Callback
ContextResample         Resample Context
DataBackend             DataBackend
DataBackendDataTable    DataBackend for data.table
HotstartStack           Stack for Hot Start Learners
Learner                 Learner Class
LearnerClassif          Classification Learner
LearnerRegr             Regression Learner
Measure                 Measure Class
MeasureClassif          Classification Measure
MeasureRegr             Regression Measure
MeasureSimilarity       Similarity Measure
Prediction              Abstract Prediction Object
PredictionClassif       Prediction Object for Classification
PredictionData          Convert to PredictionData
PredictionRegr          Prediction Object for Regression
ResampleResult          Container for Results of 'resample()'
Resampling              Resampling Class
Task                    Task Class
TaskClassif             Classification Task
TaskGenerator           TaskGenerator Class
TaskRegr                Regression Task
as_benchmark_result     Convert to BenchmarkResult
as_data_backend         Create a Data Backend
as_learner              Convert to a Learner
as_measure              Convert to a Measure
as_prediction           Convert to a Prediction
as_prediction_classif   Convert to a Classification Prediction
as_prediction_data      PredictionData
as_prediction_regr      Convert to a Regression Prediction
as_resample_result      Convert to ResampleResult
as_resampling           Convert to a Resampling
as_result_data          Convert to ResultData
as_task                 Convert to a Task
as_task_classif         Convert to a Classification Task
as_task_regr            Convert to a Regression Task
as_task_unsupervised    Convert to an Unsupervised Task
assert_resample_callback
                        Assertions for Callbacks
benchmark               Benchmark Multiple Learners on Multiple Tasks
benchmark_grid          Generate a Benchmark Grid Design
california_housing      Median House Value in California
callback_resample       Create Evaluation Callback
convert_task            Convert a Task from One Type to Another
default_fallback        Create a Fallback Learner
default_measures        Get the Default Measure
install_pkgs            Install (Missing) Packages
marshaling              (Un)marshal a Learner
mlr3-package            mlr3: Machine Learning in R - Next Generation
mlr3.holdout_task       Callback Holdout Task
mlr3.model_extractor    Model Extractor Callback
mlr_learners            Dictionary of Learners
mlr_learners_classif.debug
                        Classification Learner for Debugging
mlr_learners_classif.featureless
                        Featureless Classification Learner
mlr_learners_classif.rpart
                        Classification Tree Learner
mlr_learners_regr.debug
                        Regression Learner for Debugging
mlr_learners_regr.featureless
                        Featureless Regression Learner
mlr_learners_regr.rpart
                        Regression Tree Learner
mlr_measures            Dictionary of Performance Measures
mlr_measures_aic        Akaike Information Criterion Measure
mlr_measures_bic        Bayesian Information Criterion Measure
mlr_measures_classif.acc
                        Classification Accuracy
mlr_measures_classif.auc
                        Area Under the ROC Curve
mlr_measures_classif.bacc
                        Balanced Accuracy
mlr_measures_classif.bbrier
                        Binary Brier Score
mlr_measures_classif.ce
                        Classification Error
mlr_measures_classif.costs
                        Cost-sensitive Classification Measure
mlr_measures_classif.dor
                        Diagnostic Odds Ratio
mlr_measures_classif.fbeta
                        F-beta Score
mlr_measures_classif.fdr
                        False Discovery Rate
mlr_measures_classif.fn
                        False Negatives
mlr_measures_classif.fnr
                        False Negative Rate
mlr_measures_classif.fomr
                        False Omission Rate
mlr_measures_classif.fp
                        False Positives
mlr_measures_classif.fpr
                        False Positive Rate
mlr_measures_classif.logloss
                        Log Loss
mlr_measures_classif.mauc_au1p
                        Multiclass AUC Scores
mlr_measures_classif.mauc_au1u
                        Multiclass AUC Scores
mlr_measures_classif.mauc_aunp
                        Multiclass AUC Scores
mlr_measures_classif.mauc_aunu
                        Multiclass AUC Scores
mlr_measures_classif.mauc_mu
                        Multiclass AUC Scores
mlr_measures_classif.mbrier
                        Multiclass Brier Score
mlr_measures_classif.mcc
                        Matthews Correlation Coefficient
mlr_measures_classif.npv
                        Negative Predictive Value
mlr_measures_classif.ppv
                        Positive Predictive Value
mlr_measures_classif.prauc
                        Area Under the Precision-Recall Curve
mlr_measures_classif.precision
                        Positive Predictive Value
mlr_measures_classif.recall
                        True Positive Rate
mlr_measures_classif.sensitivity
                        True Positive Rate
mlr_measures_classif.specificity
                        True Negative Rate
mlr_measures_classif.tn
                        True Negatives
mlr_measures_classif.tnr
                        True Negative Rate
mlr_measures_classif.tp
                        True Positives
mlr_measures_classif.tpr
                        True Positive Rate
mlr_measures_debug_classif
                        Debug Measure for Classification
mlr_measures_elapsed_time
                        Elapsed Time Measure
mlr_measures_internal_valid_score
                        Measure Internal Validation Score
mlr_measures_oob_error
                        Out-of-bag Error Measure
mlr_measures_regr.bias
                        Bias
mlr_measures_regr.ktau
                        Kendall's tau
mlr_measures_regr.mae   Mean Absolute Error
mlr_measures_regr.mape
                        Mean Absolute Percent Error
mlr_measures_regr.maxae
                        Max Absolute Error
mlr_measures_regr.medae
                        Median Absolute Error
mlr_measures_regr.medse
                        Median Squared Error
mlr_measures_regr.mse   Mean Squared Error
mlr_measures_regr.msle
                        Mean Squared Log Error
mlr_measures_regr.pbias
                        Percent Bias
mlr_measures_regr.pinball
                        Average Pinball Loss
mlr_measures_regr.rmse
                        Root Mean Squared Error
mlr_measures_regr.rmsle
                        Root Mean Squared Log Error
mlr_measures_regr.rqr   R-Squared for Quantile Regression
mlr_measures_regr.rsq   R-Squared
mlr_measures_regr.sae   Sum of Absolute Errors
mlr_measures_regr.smape
                        Symmetric Mean Absolute Percent Error
mlr_measures_regr.srho
                        Spearman's rho
mlr_measures_regr.sse   Sum of Squared Errors
mlr_measures_selected_features
                        Selected Features Measure
mlr_measures_sim.jaccard
                        Jaccard Similarity Index
mlr_measures_sim.phi    Phi Coefficient Similarity
mlr_resamplings         Dictionary of Resampling Strategies
mlr_resamplings_bootstrap
                        Bootstrap Resampling
mlr_resamplings_custom
                        Custom Resampling
mlr_resamplings_custom_cv
                        Custom Cross-Validation
mlr_resamplings_cv      Cross-Validation Resampling
mlr_resamplings_holdout
                        Holdout Resampling
mlr_resamplings_insample
                        Insample Resampling
mlr_resamplings_loo     Leave-One-Out Cross-Validation
mlr_resamplings_repeated_cv
                        Repeated Cross-Validation Resampling
mlr_resamplings_subsampling
                        Subsampling Resampling
mlr_sugar               Syntactic Sugar for Object Construction
mlr_task_generators     Dictionary of Task Generators
mlr_task_generators_2dnormals
                        2D Normals Classification Task Generator
mlr_task_generators_cassini
                        Cassini Classification Task Generator
mlr_task_generators_circle
                        Circle Classification Task Generator
mlr_task_generators_friedman1
                        Friedman1 Regression Task Generator
mlr_task_generators_moons
                        Moons Classification Task Generator
mlr_task_generators_peak
                        Peak Regression Task Generator
mlr_task_generators_simplex
                        Simplex Classification Task Generator
mlr_task_generators_smiley
                        Smiley Classification Task Generator
mlr_task_generators_spirals
                        Spiral Classification Task Generator
mlr_task_generators_xor
                        XOR Classification Task Generator
mlr_tasks               Dictionary of Tasks
mlr_tasks_breast_cancer
                        Wisconsin Breast Cancer Classification Task
mlr_tasks_german_credit
                        German Credit Classification Task
mlr_tasks_iris          Iris Classification Task
mlr_tasks_mtcars        Motor Trend Regression Task
mlr_tasks_penguins      Palmer Penguins Data Set
mlr_tasks_pima          Pima Indian Diabetes Classification Task
mlr_tasks_sonar         Sonar Classification Task
mlr_tasks_spam          Spam Classification Task
mlr_tasks_wine          Wine Classification Task
mlr_tasks_zoo           Zoo Classification Task
mlr_test_helpers        Documentation of mlr3 test helpers
partition               Manually Partition into Training, Test and
                        Validation Set
predict.Learner         Predict Method for Learners
print.roc_measures      Print ROC Measures
resample                Resample a Learner on a Task
score_roc_measures      Calculate ROC Measures
set_threads             Set the Number of Threads
uhashes                 Obtain specific uhashes from a BenchmarkResult
