as_benchmark_result | Convert to BenchmarkResult |
as_data_backend | Create a Data Backend |
as.data.table | Re-export of 'as.data.table' See data.table::as.data.table. |
benchmark | Benchmark Multiple Learners on Multiple Tasks |
benchmark_grid | Generate a Benchmark Grid Design |
BenchmarkResult | Container for Results of 'benchmark()' |
confusion_measures | Calculate Confusion Measures |
DataBackend | DataBackend |
DataBackendDataTable | DataBackend for data.table |
DataBackendMatrix | DataBackend for Matrix |
default_measures | Get a Default Measure |
Learner | Learner Class |
LearnerClassif | Classification Learner |
LearnerClassifDebug | Classification Learner for Debugging |
LearnerClassifFeatureless | Featureless Classification Learner |
LearnerClassifRpart | Classification Tree Learner |
LearnerRegr | Regression Learner |
LearnerRegrFeatureless | Featureless Regression Learner |
LearnerRegrRpart | Regression Tree Learner |
Measure | Measure Class |
MeasureClassif | Classification Measure |
MeasureClassifACC | Accuracy Classification Measure |
MeasureClassifAUC | Area Under the Curve Classification Measure |
MeasureClassifCE | Classification Error Measure |
MeasureClassifConfusion | Binary Classification Measures Derived from a Confusion... |
MeasureClassifCosts | Cost-sensitive Classification Measure |
MeasureClassifFScore | F-score Classification Measure |
MeasureDebug | Debug Measure |
MeasureElapsedTime | Elapsed Time Measure |
MeasureOOBError | Out-of-bag Error Measure |
MeasureRegr | Regression Measure |
MeasureRegrMAE | Absolute Errors Regression Measure |
MeasureRegrMSE | Mean Squared Error Regression Measure |
MeasureRegrRMSE | Root Mean Squared Error Regression Measure |
MeasureSelectedFeatures | Selected Features Measure |
mlr3-package | mlr3: Machine Learning in R - Next Generation |
mlr_assertions | Assertion for mlr3 Objects |
mlr_coercions | Object Coercion |
mlr_learners | Dictionary of Learners |
mlr_measures | Dictionary of Performance Measures |
mlr_reflections | Reflections for mlr3 |
mlr_resamplings | Dictionary of Resampling Strategies |
mlr_sugar | Syntactic Sugar for Object Construction |
mlr_task_generators | Dictionary of Task Generators |
mlr_tasks | Dictionary of Tasks |
mlr_tasks_boston_housing | Boston Housing Regression Task |
mlr_tasks_german_credit | German Credit Classification Task |
mlr_tasks_iris | Iris Classification Task |
mlr_tasks_mtcars | "Motor Trend" Car Road Tests Task |
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 |
Prediction | Abstract Prediction Object |
PredictionClassif | Prediction Object for Classification |
PredictionRegr | Prediction Object for Regression |
resample | Resample a Learner on a Task |
ResampleResult | Container for Results of 'resample()' |
Resampling | Resampling Class |
ResamplingBootstrap | Bootstrap Resampling |
ResamplingCustom | Custom Resampling |
ResamplingCV | Cross Validation Resampling |
ResamplingHoldout | Holdout Resampling |
ResamplingRepeatedCV | Repeated Cross Validation Resampling |
ResamplingSubsampling | Subsampling Resampling |
Task | Task Class |
TaskClassif | Classification Task |
TaskGenerator | TaskGenerator Class |
TaskGenerator2DNormals | 2d Normals Classification Task Generator |
TaskGeneratorFriedman1 | Friedman1 Regression Task Generator |
TaskGeneratorSmiley | Smiley Classification Task Generator |
TaskGeneratorXor | XOR Classification Task Generator |
TaskRegr | Regression Task |
TaskSupervised | Supervised Task |
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