Files in mlr-org/mlr3extralearners

Extra Learners For mlr3

.github/ISSUE_TEMPLATE/learner-request-template.md .github/PULL_REQUEST_TEMPLATE/new_learner.md .github/PULL_REQUEST_TEMPLATE/other.md .github/pull_request_template.md NEWS.md R/aaa.R R/bibentries.R R/create_learner.R R/encode_data_lightgbm.R R/fn_install_learners.R R/fn_list_mlr3learners.R R/helpers.R R/helpers_glmnet.R R/helpers_rweka.R R/helpers_xgboost.R R/learner_BART_surv_bart.R R/learner_C50_classif_C50.R R/learner_CoxBoost_surv_coxboost.R R/learner_CoxBoost_surv_cv_coxboost.R R/learner_Cubist_regr_cubist.R R/learner_FNN_classif_fnn.R R/learner_FNN_regr_fnn.R R/learner_LiblineaR_classif_liblinear.R R/learner_LiblineaR_regr_liblinear.R R/learner_RWeka_classif_AdaBoostM1.R R/learner_RWeka_classif_IBk.R R/learner_RWeka_classif_J48.R R/learner_RWeka_classif_JRip.R R/learner_RWeka_classif_LMT.R R/learner_RWeka_classif_OneR.R R/learner_RWeka_classif_PART.R R/learner_RWeka_classif_bayes_net.R R/learner_RWeka_classif_decision_stump.R R/learner_RWeka_classif_decision_table.R R/learner_RWeka_classif_kstar.R R/learner_RWeka_classif_logistic.R R/learner_RWeka_classif_multilayer_perceptron.R R/learner_RWeka_classif_naive_bayes_multinomial.R R/learner_RWeka_classif_naive_bayes_weka.R R/learner_RWeka_classif_random_forest_weka.R R/learner_RWeka_classif_random_tree.R R/learner_RWeka_classif_reptree.R R/learner_RWeka_classif_sgd.R R/learner_RWeka_classif_simple_logistic.R R/learner_RWeka_classif_smo.R R/learner_RWeka_classif_voted_perceptron.R R/learner_RWeka_regr_IBk.R R/learner_RWeka_regr_M5Rules.R R/learner_RWeka_regr_decision_stump.R R/learner_RWeka_regr_decision_table.R R/learner_RWeka_regr_gaussian_processes.R R/learner_RWeka_regr_kstar.R R/learner_RWeka_regr_linear_regression.R R/learner_RWeka_regr_m5p.R R/learner_RWeka_regr_multilayer_perceptron.R R/learner_RWeka_regr_random_forest_weka.R R/learner_RWeka_regr_random_tree.R R/learner_RWeka_regr_reptree.R R/learner_RWeka_regr_sgd.R R/learner_RWeka_regr_simple_linear_regression.R R/learner_RWeka_regr_smo_reg.R R/learner_abess_classif_abess.R R/learner_abess_regr_abess.R R/learner_aorsf_surv_aorsf.R R/learner_catboost_classif_catboost.R R/learner_catboost_regr_catboost.R R/learner_dbarts_classif_bart.R R/learner_dbarts_regr_bart.R R/learner_earth_classif_earth.R R/learner_earth_regr_earth.R R/learner_flexsurv_surv_flexible.R R/learner_gbm_classif_gbm.R R/learner_gbm_regr_gbm.R R/learner_gbm_surv_gbm.R R/learner_glmnet_surv_cv_glmnet.R R/learner_glmnet_surv_glmnet.R R/learner_gss_dens_spline.R R/learner_kernlab_classif_gausspr.R R/learner_kernlab_classif_ksvm.R R/learner_kernlab_classif_lssvm.R R/learner_kernlab_regr_gausspr.R R/learner_kernlab_regr_ksvm.R R/learner_kernlab_regr_rvm.R R/learner_ks_dens_kde_ks.R R/learner_lightgbm_classif_lightgbm.R R/learner_lightgbm_regr_lightgbm.R R/learner_lme4_classif_glmer.R R/learner_lme4_regr_lmer.R R/learner_locfit_dens_locfit.R R/learner_logspline_dens_logspline.R R/learner_mboost_classif_gamboost.R R/learner_mboost_classif_glmboost.R R/learner_mboost_regr_gamboost.R R/learner_mboost_regr_glmboost.R R/learner_mboost_surv_blackboost.R R/learner_mboost_surv_gamboost.R R/learner_mboost_surv_glmboost.R R/learner_mboost_surv_mboost.R R/learner_mda_regr_mars.R R/learner_mgcv_classif_gam.R R/learner_mgcv_regr_gam.R R/learner_np_dens_mixed.R R/learner_partykit_classif_cforest.R R/learner_partykit_classif_ctree.R R/learner_partykit_classif_mob.R R/learner_partykit_regr_cforest.R R/learner_partykit_regr_ctree.R R/learner_partykit_regr_mob.R R/learner_partykit_surv_cforest.R R/learner_partykit_surv_ctree.R R/learner_penalized_surv_penalized.R R/learner_pendensity_dens_pen.R R/learner_plugdensity_dens_plug.R R/learner_prioritylasso_classif_priority_lasso.R R/learner_prioritylasso_regr_priority_lasso.R R/learner_prioritylasso_surv_priority_lasso.R R/learner_randomForestSRC_classif_imbalanced_rfsrc.R R/learner_randomForestSRC_classif_rfsrc.R R/learner_randomForestSRC_regr_rfsrc.R R/learner_randomForestSRC_surv_rfsrc.R R/learner_randomForest_classif_randomForest.R R/learner_randomForest_regr_randomForest.R R/learner_randomPlantedForest_classif_rpf.R R/learner_randomPlantedForest_regr_rpf.R R/learner_ranger_surv_ranger.R R/learner_rsm_regr_rsm.R R/learner_sm_dens_nonpar.R R/learner_stats_regr_glm.R R/learner_survival_surv_nelson.R R/learner_survivalmodels_surv_akritas.R R/learner_survivalmodels_surv_coxtime.R R/learner_survivalmodels_surv_deephit.R R/learner_survivalmodels_surv_deepsurv.R R/learner_survivalmodels_surv_dnnsurv.R R/learner_survivalmodels_surv_loghaz.R R/learner_survivalmodels_surv_parametric.R R/learner_survivalmodels_surv_pchazard.R R/learner_survivalsvm_surv_svm.R R/learner_xgboost_surv_xgboost_aft.R R/learner_xgboost_surv_xgboost_cox.R R/train_cforest.R R/zzz.R README.Rmd README.md attic/fn_install_catboost.R inst/templates/learner_template.R inst/templates/param_test_template.R inst/templates/test_template.R man-roxygen/example.R man-roxygen/install_coxboost.R man-roxygen/install_survivalmodels.R man-roxygen/learner.R man-roxygen/note_xgboost.R man-roxygen/section_early_stopping.R man-roxygen/section_formula.R man-roxygen/seealso_learner.R man-roxygen/simple_example.R man/create_learner.Rd man/install_learners.Rd man/list_mlr3learners.Rd man/mlr3extralearners-package.Rd man/mlr_learners_classif.AdaBoostM1.Rd man/mlr_learners_classif.C50.Rd man/mlr_learners_classif.IBk.Rd man/mlr_learners_classif.J48.Rd man/mlr_learners_classif.JRip.Rd man/mlr_learners_classif.LMT.Rd man/mlr_learners_classif.OneR.Rd man/mlr_learners_classif.PART.Rd man/mlr_learners_classif.abess.Rd man/mlr_learners_classif.bart.Rd man/mlr_learners_classif.bayes_net.Rd man/mlr_learners_classif.catboost.Rd man/mlr_learners_classif.cforest.Rd man/mlr_learners_classif.ctree.Rd man/mlr_learners_classif.decision_stump.Rd man/mlr_learners_classif.decision_table.Rd man/mlr_learners_classif.earth.Rd man/mlr_learners_classif.fnn.Rd man/mlr_learners_classif.gam.Rd man/mlr_learners_classif.gamboost.Rd man/mlr_learners_classif.gausspr.Rd man/mlr_learners_classif.gbm.Rd man/mlr_learners_classif.glmboost.Rd man/mlr_learners_classif.glmer.Rd man/mlr_learners_classif.imbalanced_rfsrc.Rd man/mlr_learners_classif.kstar.Rd man/mlr_learners_classif.ksvm.Rd man/mlr_learners_classif.liblinear.Rd man/mlr_learners_classif.lightgbm.Rd man/mlr_learners_classif.logistic.Rd man/mlr_learners_classif.lssvm.Rd man/mlr_learners_classif.mob.Rd man/mlr_learners_classif.multilayer_perceptron.Rd man/mlr_learners_classif.naive_bayes_multinomial.Rd man/mlr_learners_classif.naive_bayes_weka.Rd man/mlr_learners_classif.priority_lasso.Rd man/mlr_learners_classif.randomForest.Rd man/mlr_learners_classif.random_forest_weka.Rd man/mlr_learners_classif.random_tree.Rd man/mlr_learners_classif.reptree.Rd man/mlr_learners_classif.rfsrc.Rd man/mlr_learners_classif.rpf.Rd man/mlr_learners_classif.sgd.Rd man/mlr_learners_classif.simple_logistic.Rd man/mlr_learners_classif.smo.Rd man/mlr_learners_classif.voted_perceptron.Rd man/mlr_learners_dens.kde_ks.Rd man/mlr_learners_dens.locfit.Rd man/mlr_learners_dens.logspline.Rd man/mlr_learners_dens.mixed.Rd man/mlr_learners_dens.nonpar.Rd man/mlr_learners_dens.pen.Rd man/mlr_learners_dens.plug.Rd man/mlr_learners_dens.spline.Rd man/mlr_learners_regr.IBk.Rd man/mlr_learners_regr.M5Rules.Rd man/mlr_learners_regr.abess.Rd man/mlr_learners_regr.bart.Rd man/mlr_learners_regr.catboost.Rd man/mlr_learners_regr.cforest.Rd man/mlr_learners_regr.ctree.Rd man/mlr_learners_regr.cubist.Rd man/mlr_learners_regr.decision_stump.Rd man/mlr_learners_regr.decision_table.Rd man/mlr_learners_regr.earth.Rd man/mlr_learners_regr.fnn.Rd man/mlr_learners_regr.gam.Rd man/mlr_learners_regr.gamboost.Rd man/mlr_learners_regr.gaussian_processes.Rd man/mlr_learners_regr.gausspr.Rd man/mlr_learners_regr.gbm.Rd man/mlr_learners_regr.glm.Rd man/mlr_learners_regr.glmboost.Rd man/mlr_learners_regr.kstar.Rd man/mlr_learners_regr.ksvm.Rd man/mlr_learners_regr.liblinear.Rd man/mlr_learners_regr.lightgbm.Rd man/mlr_learners_regr.linear_regression.Rd man/mlr_learners_regr.lmer.Rd man/mlr_learners_regr.m5p.Rd man/mlr_learners_regr.mars.Rd man/mlr_learners_regr.mob.Rd man/mlr_learners_regr.multilayer_perceptron.Rd man/mlr_learners_regr.priority_lasso.Rd man/mlr_learners_regr.randomForest.Rd man/mlr_learners_regr.random_forest_weka.Rd man/mlr_learners_regr.random_tree.Rd man/mlr_learners_regr.reptree.Rd man/mlr_learners_regr.rfsrc.Rd man/mlr_learners_regr.rpf.Rd man/mlr_learners_regr.rsm.Rd man/mlr_learners_regr.rvm.Rd man/mlr_learners_regr.sgd.Rd man/mlr_learners_regr.simple_linear_regression.Rd man/mlr_learners_regr.smo_reg.Rd man/mlr_learners_surv.akritas.Rd man/mlr_learners_surv.aorsf.Rd man/mlr_learners_surv.bart.Rd man/mlr_learners_surv.blackboost.Rd man/mlr_learners_surv.cforest.Rd man/mlr_learners_surv.coxboost.Rd man/mlr_learners_surv.coxtime.Rd man/mlr_learners_surv.ctree.Rd man/mlr_learners_surv.cv_coxboost.Rd man/mlr_learners_surv.cv_glmnet.Rd man/mlr_learners_surv.deephit.Rd man/mlr_learners_surv.deepsurv.Rd man/mlr_learners_surv.dnnsurv.Rd man/mlr_learners_surv.flexible.Rd man/mlr_learners_surv.gamboost.Rd man/mlr_learners_surv.gbm.Rd man/mlr_learners_surv.glmboost.Rd man/mlr_learners_surv.glmnet.Rd man/mlr_learners_surv.loghaz.Rd man/mlr_learners_surv.mboost.Rd man/mlr_learners_surv.nelson.Rd man/mlr_learners_surv.parametric.Rd man/mlr_learners_surv.pchazard.Rd man/mlr_learners_surv.penalized.Rd man/mlr_learners_surv.priority_lasso.Rd man/mlr_learners_surv.ranger.Rd man/mlr_learners_surv.rfsrc.Rd man/mlr_learners_surv.svm.Rd man/mlr_learners_surv.xgboost.aft.Rd man/mlr_learners_surv.xgboost.cox.Rd man/reexports.Rd tests/testthat.R tests/testthat/helper.R tests/testthat/test_BART_surv_bart.R tests/testthat/test_C50_classif_C50.R tests/testthat/test_CoxBoost_surv_coxboost.R tests/testthat/test_CoxBoost_surv_cv_coxboost.R tests/testthat/test_Cubist_regr_cubist.R tests/testthat/test_FNN_classif_fnn.R tests/testthat/test_FNN_regr_fnn.R tests/testthat/test_LiblineaR_classif_liblinear.R tests/testthat/test_LiblineaR_regr_liblinear.R tests/testthat/test_RWeka_classif_AdaBoostM1.R tests/testthat/test_RWeka_classif_IBk.R tests/testthat/test_RWeka_classif_J48.R tests/testthat/test_RWeka_classif_JRip.R tests/testthat/test_RWeka_classif_LMT.R tests/testthat/test_RWeka_classif_OneR.R tests/testthat/test_RWeka_classif_PART.R tests/testthat/test_RWeka_classif_bayes_net.R tests/testthat/test_RWeka_classif_decision_stump.R tests/testthat/test_RWeka_classif_decision_table.R tests/testthat/test_RWeka_classif_kstar.R tests/testthat/test_RWeka_classif_logistic.R tests/testthat/test_RWeka_classif_multilayer_perceptron.R tests/testthat/test_RWeka_classif_naive_bayes_multinomial.R tests/testthat/test_RWeka_classif_naive_bayes_weka.R tests/testthat/test_RWeka_classif_random_forest_weka.R tests/testthat/test_RWeka_classif_random_tree.R tests/testthat/test_RWeka_classif_reptree.R tests/testthat/test_RWeka_classif_sgd.R tests/testthat/test_RWeka_classif_simple_logistic.R tests/testthat/test_RWeka_classif_smo.R tests/testthat/test_RWeka_classif_voted_perceptron.R tests/testthat/test_RWeka_regr_IBk.R tests/testthat/test_RWeka_regr_M5Rules.R tests/testthat/test_RWeka_regr_decision_stump.R tests/testthat/test_RWeka_regr_decision_table.R tests/testthat/test_RWeka_regr_gaussian_processes.R tests/testthat/test_RWeka_regr_kstar.R tests/testthat/test_RWeka_regr_linear_regression.R tests/testthat/test_RWeka_regr_m5p.R tests/testthat/test_RWeka_regr_multilayer_perceptron.R tests/testthat/test_RWeka_regr_random_forest_weka.R tests/testthat/test_RWeka_regr_random_tree.R tests/testthat/test_RWeka_regr_reptree.R tests/testthat/test_RWeka_regr_sgd.R tests/testthat/test_RWeka_regr_simple_linear_regression.R tests/testthat/test_RWeka_regr_smo_reg.R tests/testthat/test_abess_classif_abess.R tests/testthat/test_abess_regr_abess.R tests/testthat/test_aorsf_surv_aorsf.R tests/testthat/test_catboost_classif_catboost.R tests/testthat/test_catboost_regr_catboost.R tests/testthat/test_create_learner.R tests/testthat/test_dbarts_classif_bart.R tests/testthat/test_dbarts_regr_bart.R tests/testthat/test_earth_classif_earth.R tests/testthat/test_earth_regr_earth.R tests/testthat/test_encode_data_lightgbm.R tests/testthat/test_flexsurv_surv_flexible.R tests/testthat/test_gbm_classif_gbm.R tests/testthat/test_gbm_regr_gbm.R tests/testthat/test_gbm_surv_gbm.R tests/testthat/test_glmnet_surv_cv_glmnet.R tests/testthat/test_glmnet_surv_glmnet.R tests/testthat/test_gss_dens_spline.R tests/testthat/test_kernlab_classif_gausspr.R tests/testthat/test_kernlab_classif_ksvm.R tests/testthat/test_kernlab_classif_lssvm.R tests/testthat/test_kernlab_regr_gausspr.R tests/testthat/test_kernlab_regr_ksvm.R tests/testthat/test_kernlab_regr_rvm.R tests/testthat/test_ks_dens_kde_ks.R tests/testthat/test_lightgbm_classif_lightgbm.R tests/testthat/test_lightgbm_regr_lightgbm.R tests/testthat/test_lme4_classif_glmer.R tests/testthat/test_lme4_regr_lmer.R tests/testthat/test_locfit_dens_locfit.R tests/testthat/test_logspline_dens_logspline.R tests/testthat/test_mboost_classif_gamboost.R tests/testthat/test_mboost_classif_glmboost.R tests/testthat/test_mboost_regr_gamboost.R tests/testthat/test_mboost_regr_glmboost.R tests/testthat/test_mboost_surv_blackboost.R tests/testthat/test_mboost_surv_gamboost.R tests/testthat/test_mboost_surv_glmboost.R tests/testthat/test_mboost_surv_mboost.R tests/testthat/test_mda_regr_mars.R tests/testthat/test_mgcv_classif_gam.R tests/testthat/test_mgcv_regr_gam.R tests/testthat/test_np_dens_mixed.R tests/testthat/test_paramtest_BART_surv_bart.R tests/testthat/test_paramtest_C50_classif_C50.R tests/testthat/test_paramtest_CoxBoost_surv_coxboost.R tests/testthat/test_paramtest_CoxBoost_surv_cv_coxboost.R tests/testthat/test_paramtest_Cubist_regr_cubist.R tests/testthat/test_paramtest_FNN_classif_fnn.R tests/testthat/test_paramtest_FNN_regr_fnn.R tests/testthat/test_paramtest_LiblineaR_classif_liblinear.R tests/testthat/test_paramtest_LiblineaR_regr_liblinear.R tests/testthat/test_paramtest_RWeka_classif_AdaBoostM1.R tests/testthat/test_paramtest_RWeka_classif_IBk.R tests/testthat/test_paramtest_RWeka_classif_J48.R tests/testthat/test_paramtest_RWeka_classif_JRip.R tests/testthat/test_paramtest_RWeka_classif_LMT.R tests/testthat/test_paramtest_RWeka_classif_OneR.R tests/testthat/test_paramtest_RWeka_classif_PART.R tests/testthat/test_paramtest_RWeka_classif_bayes_net.R tests/testthat/test_paramtest_RWeka_classif_decision_stump.R tests/testthat/test_paramtest_RWeka_classif_decision_table.R tests/testthat/test_paramtest_RWeka_classif_kstar.R tests/testthat/test_paramtest_RWeka_classif_logistic.R tests/testthat/test_paramtest_RWeka_classif_multilayer_perceptron.R tests/testthat/test_paramtest_RWeka_classif_naive_bayes_multinomial.R tests/testthat/test_paramtest_RWeka_classif_naive_bayes_weka.R tests/testthat/test_paramtest_RWeka_classif_random_forest_weka.R tests/testthat/test_paramtest_RWeka_classif_random_tree.R tests/testthat/test_paramtest_RWeka_classif_reptree.R tests/testthat/test_paramtest_RWeka_classif_sgd.R tests/testthat/test_paramtest_RWeka_classif_simple_logistic.R tests/testthat/test_paramtest_RWeka_classif_smo.R tests/testthat/test_paramtest_RWeka_classif_voted_perceptron.R tests/testthat/test_paramtest_RWeka_regr_IBk.R tests/testthat/test_paramtest_RWeka_regr_M5Rules.R tests/testthat/test_paramtest_RWeka_regr_decision_stump.R tests/testthat/test_paramtest_RWeka_regr_decision_table.R tests/testthat/test_paramtest_RWeka_regr_gaussian_processes.R tests/testthat/test_paramtest_RWeka_regr_kstar.R tests/testthat/test_paramtest_RWeka_regr_linear_regression.R tests/testthat/test_paramtest_RWeka_regr_m5p.R tests/testthat/test_paramtest_RWeka_regr_multilayer_perceptron.R tests/testthat/test_paramtest_RWeka_regr_random_forest_weka.R tests/testthat/test_paramtest_RWeka_regr_random_tree.R tests/testthat/test_paramtest_RWeka_regr_reptree.R tests/testthat/test_paramtest_RWeka_regr_sgd.R tests/testthat/test_paramtest_RWeka_regr_simple_linear_regression.R tests/testthat/test_paramtest_RWeka_regr_smo_reg.R tests/testthat/test_paramtest_abess_classif_abess.R tests/testthat/test_paramtest_abess_regr_abess.R tests/testthat/test_paramtest_aorsf_surv_aorsf.R tests/testthat/test_paramtest_catboost_classif_catboost.R tests/testthat/test_paramtest_catboost_regr_catboost.R tests/testthat/test_paramtest_dbarts_classif_bart.R tests/testthat/test_paramtest_dbarts_regr_bart.R tests/testthat/test_paramtest_earth_classif_earth.R tests/testthat/test_paramtest_earth_regr_earth.R tests/testthat/test_paramtest_flexsurv_surv_flexible.R tests/testthat/test_paramtest_gbm_classif_gbm.R tests/testthat/test_paramtest_gbm_regr_gbm.R tests/testthat/test_paramtest_gbm_surv_gbm.R tests/testthat/test_paramtest_glmnet_surv_cv_glmnet.R tests/testthat/test_paramtest_glmnet_surv_glmnet.R tests/testthat/test_paramtest_gss_dens_spline.R tests/testthat/test_paramtest_kernlab_classif_gausspr.R tests/testthat/test_paramtest_kernlab_classif_ksvm.R tests/testthat/test_paramtest_kernlab_classif_lssvm.R tests/testthat/test_paramtest_kernlab_regr_gausspr.R tests/testthat/test_paramtest_kernlab_regr_ksvm.R tests/testthat/test_paramtest_kernlab_regr_rvm.R tests/testthat/test_paramtest_ks_dens_kde_ks.R tests/testthat/test_paramtest_lightgbm_classif_lightgbm.R tests/testthat/test_paramtest_lightgbm_regr_lightgbm.R tests/testthat/test_paramtest_lme4_classif_glmer.R tests/testthat/test_paramtest_lme4_regr_lmer.R tests/testthat/test_paramtest_locfit_dens_locfit.R tests/testthat/test_paramtest_logspline_dens_logspline.R tests/testthat/test_paramtest_mboost_classif_gamboost.R 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tests/testthat/test_stats_regr_glm.R tests/testthat/test_survival_surv_nelson.R tests/testthat/test_survivalmodels_surv_akritas.R tests/testthat/test_survivalmodels_surv_coxtime.R tests/testthat/test_survivalmodels_surv_deephit.R tests/testthat/test_survivalmodels_surv_deepsurv.R tests/testthat/test_survivalmodels_surv_dnnsurv.R tests/testthat/test_survivalmodels_surv_loghaz.R tests/testthat/test_survivalmodels_surv_parametric.R tests/testthat/test_survivalmodels_surv_pchazard.R tests/testthat/test_survivalsvm_surv_svm.R tests/testthat/test_xgboost_surv_xgboost.R vignettes/articles/learner_status.Rmd vignettes/articles/list_learners.Rmd vignettes/common_issues.Rmd vignettes/extending.Rmd