API for 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
MeasureClassifCosts Man page
MeasureDebug Man page
MeasureElapsedTime Man page
MeasureOOBError Man page
MeasureRegr Man page
MeasureSelectedFeatures 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
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.Learner 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.Measure Man page Source code
as_measures.NULL 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_resampling Man page Source code
as_resampling.Resampling Man page Source code
as_resamplings Man page Source code
as_resamplings.Resampling 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.TaskClassif Man page Source code
as_task_classif.TaskRegr Man page Source code
as_task_classif.data.frame Man page Source code
as_task_regr Man page Source code
as_task_regr.DataBackend 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_tasks Man page Source code
as_tasks.Task 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_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_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_ro_binding 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
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
check_prediction_data Man page Source code
check_prediction_data.PredictionDataClassif Man page Source code
check_prediction_data.PredictionDataRegr Man page Source code
col_info Source code
col_info.DataBackend Source code
col_info.data.table Source code
convert_mlbench Source code
convert_task Man page Source code
default_measures Man page Source code
dummy_import Source code
fget Source code
fix_factor_levels Source code
fix_factor_levels.Matrix Source code
fix_factor_levels.data.table Source code
get_log_condition Source code
get_private Source code
get_progressor Source code
hash Source code
hashes 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_predict Source code
learner_train 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
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.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.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.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 Man page
mlr_measures_elapsed_time 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.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_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_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
msr Man page Source code
msrs Man page Source code
new_prediction_data Source code
phashes Source code
predict.Learner Man page Source code
print.PredictionData Source code
rd_info.Learner Source code
rd_info.Task Source code
reassemble_learners Source code
reexports Man page
replace_with Source code
resample Man page Source code
rsmp Man page Source code
rsmps Man page Source code
score_measures Source code
score_single_measure Source code
set_threads Man page Source code
set_threads.Learner Man page Source code
set_threads.default Man page Source code
set_threads.list Man page Source code
star_init Source code
task_check_col_roles Source code
task_data Source code
task_print Source code
task_rm_backend Source code
task_set_roles 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
workhorse Source code
mlr3 documentation built on March 5, 2021, 5:08 p.m.