Package index

Tuning Space

TuningSpace

Tuning Spaces

lts() ltss()

Syntactic Sugar for Tuning Space Construction

mlr_tuning_spaces

Dictionary of Tuning Spaces

Bischl 2021

mlr_tuning_spaces_default mlr_tuning_spaces_classif.glmnet.default mlr_tuning_spaces_classif.ranger.default mlr_tuning_spaces_classif.rpart.default mlr_tuning_spaces_classif.svm.default mlr_tuning_spaces_classif.xgboost.default mlr_tuning_spaces_regr.glmnet.default mlr_tuning_spaces_regr.ranger.default mlr_tuning_spaces_regr.rpart.default mlr_tuning_spaces_regr.svm.default mlr_tuning_spaces_regr.xgboost.default

Default Tuning Spaces

Kuehn 2018

mlr_tuning_spaces_rbv1 mlr_tuning_spaces_classif.glmnet.rbv1 mlr_tuning_spaces_classif.ranger.rbv1 mlr_tuning_spaces_classif.rpart.rbv1 mlr_tuning_spaces_classif.svm.rbv1 mlr_tuning_spaces_classif.xgboost.rbv1 mlr_tuning_spaces_regr.glmnet.rbv1 mlr_tuning_spaces_regr.ranger.rbv1 mlr_tuning_spaces_regr.rpart.rbv1 mlr_tuning_spaces_regr.svm.rbv1 mlr_tuning_spaces_regr.xgboost.rbv1

RandomBot Tuning Spaces

Binder 2020

mlr_tuning_spaces_rbv2 mlr_tuning_spaces_classif.glmnet.rbv2 mlr_tuning_spaces_classif.ranger.rbv2 mlr_tuning_spaces_classif.rpart.rbv2 mlr_tuning_spaces_classif.svm.rbv2 mlr_tuning_spaces_classif.xgboost.rbv2 mlr_tuning_spaces_regr.glmnet.rbv2 mlr_tuning_spaces_regr.ranger.rbv2 mlr_tuning_spaces_regr.rpart.rbv2 mlr_tuning_spaces_regr.svm.rbv2 mlr_tuning_spaces_regr.xgboost.rbv2

RandomBot V2 Tuning Spaces

Gorishniy 2021

mlr_tuning_spaces_rtdl mlr_tuning_spaces_classif.mlp.rtdl mlr_tuning_spaces_classif.tab_resnet.rtdl mlr_tuning_spaces_classif.ft_transformer.rtdl mlr_tuning_spaces_regr.mlp.rtdl mlr_tuning_spaces_regr.tab_resnet.rtdl mlr_tuning_spaces_regr.ft_transformer.rtdl

Deep Learning Tuning Spaces from Yandex's RTDL

Package

mlr3tuningspaces mlr3tuningspaces-package

mlr3tuningspaces: Search Spaces for 'mlr3'