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mlr_learners_classif.AdaBoostM1
|
Classification AdaBoostM1 Learner |
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mlr_learners_classif.C50
|
Classification C5.0 Learner |
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mlr_learners_classif.IBk
|
Classification IBk Learner |
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mlr_learners_classif.J48
|
Classification J48 Learner |
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mlr_learners_classif.JRip
|
Classification JRip Learner |
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mlr_learners_classif.LMT
|
Classification Logistic Model Trees Learner |
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mlr_learners_classif.OneR
|
Classification OneR Learner |
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mlr_learners_classif.PART
|
Classification PART Learner |
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mlr_learners_classif.bart
|
Classification BART (Bayesian Additive Regression Trees) Learner |
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mlr_learners_classif.catboost
|
Gradient Boosted Decision Trees Classification Learner |
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mlr_learners_classif.cforest
|
Classification Conditional Random Forest Learner |
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mlr_learners_classif.ctree
|
Classification Conditional Inference Tree Learner |
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mlr_learners_classif.earth
|
Classification MARS (Multivariate Adaptive Regression Splines) Learner |
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mlr_learners_classif.extratrees
|
Classification ExtraTrees Learner |
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mlr_learners_classif.fnn
|
Classification Fast Nearest Neighbor Search Learner |
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mlr_learners_classif.gam
|
Classification Generalized Additive Model Learner |
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mlr_learners_classif.gamboost
|
Boosted Generalized Additive Classification Learner |
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mlr_learners_classif.gbm
|
Classification Gradient Boosting Machine Learner |
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mlr_learners_classif.glmboost
|
Boosted Generalized Linear Classification Learner |
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mlr_learners_classif.ksvm
|
Classification Kernlab Support Vector Machine |
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mlr_learners_classif.liblinear
|
LiblineaR Classification Learner |
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mlr_learners_classif.lightgbm
|
Classification Light GBM Learner |
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mlr_learners_classif.mob
|
Classification Model-based Recursive Partitioning Learner |
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mlr_learners_classif.randomForest
|
Classification Random Forest Learner |
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mlr_learners_classif.rfsrc
|
Classification Random Forest SRC Learner |
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mlr_learners_regr.IBk
|
Regression IBk Learner |
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mlr_learners_regr.M5Rules
|
Regression M5Rules Learner |
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mlr_learners_regr.bart
|
Regression BART (Bayesian Additive Regression Trees) Learner |
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mlr_learners_regr.catboost
|
Gradient Boosted Decision Trees Regression Learner |
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mlr_learners_regr.cforest
|
Regression Conditional Random Forest Learner |
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mlr_learners_regr.ctree
|
Regression Conditional Inference Tree Learner |
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mlr_learners_regr.cubist
|
Regression Cubist Learner |
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mlr_learners_regr.earth
|
Regression MARS (Multivariate Adaptive Regression Splines) Learner |
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mlr_learners_regr.extratrees
|
Regression ExtraTrees Learner |
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mlr_learners_regr.fnn
|
Regression Fast Nearest Neighbor Search Learner |
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mlr_learners_regr.gam
|
Regression Generalized Additive Model Learner |
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mlr_learners_regr.gamboost
|
Boosted Generalized Additive Regression Learner |
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mlr_learners_regr.gbm
|
Regression Gradient Boosting Machine Learner |
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mlr_learners_regr.glm
|
Regression Generalized Linear Model Regression Learner |
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mlr_learners_regr.glmboost
|
Boosted Generalized Linear Regression Learner |
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mlr_learners_regr.ksvm
|
Regression Kernlab Support Vector Machine |
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mlr_learners_regr.liblinear
|
L2-Regularized Support Vector Regression Learner |
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mlr_learners_regr.lightgbm
|
Regression Light GBM Learner |
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mlr_learners_regr.mars
|
Regression Mars Learner |
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mlr_learners_regr.mob
|
Regression Model-based Recursive Partitioning Learner |
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mlr_learners_regr.randomForest
|
Regression Random Forest Learner |
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mlr_learners_regr.rfsrc
|
Regression Random Forest SRC Learner |
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mlr_learners_surv.akritas
|
Survival Akritas Estimator Learner |
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mlr_learners_surv.blackboost
|
Gradient Boosting with Regression Trees Survival Learner |
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mlr_learners_surv.cforest
|
Survival Conditional Random Forest Learner |
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mlr_learners_surv.coxboost
|
Survival Cox Model with Likelihood Based Boosting Learner |
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mlr_learners_surv.coxtime
|
Survival Cox-Time Learner |
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mlr_learners_surv.ctree
|
Survival Conditional Inference Tree Learner |
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mlr_learners_surv.cv_coxboost
|
Survival Cox Model with Cross-Validation Likelihood Based Boosting Learner |
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mlr_learners_surv.deephit
|
Survival DeepHit Learner |
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mlr_learners_surv.deepsurv
|
Survival DeepSurv Learner |
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mlr_learners_surv.dnnsurv
|
Survival DNNSurv Learner |
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mlr_learners_surv.flexible
|
Survival Flexible Parametric Spline Learner |
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mlr_learners_surv.gamboost
|
Boosted Generalized Additive Survival Learner |
|
mlr_learners_surv.gbm
|
Survival Gradient Boosting Machine Learner |
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mlr_learners_surv.glmboost
|
Boosted Generalized Linear Survival Learner |
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mlr_learners_surv.loghaz
|
Survival Logistic-Hazard Learner |
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mlr_learners_surv.mboost
|
Boosted Generalized Additive Survival Learner |
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mlr_learners_surv.nelson
|
Survival Nelson-Aalen Estimator Learner |
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mlr_learners_surv.obliqueRSF
|
Survival Oblique Random Survival Forest Learner |
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mlr_learners_surv.parametric
|
Survival Fully Parametric Learner |
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mlr_learners_surv.pchazard
|
Survival PC-Hazard Learner |
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mlr_learners_surv.penalized
|
Survival L1 and L2 Penalized Regression Learner |
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mlr_learners_surv.rfsrc
|
Survival Random Forest SRC Learner |
|
mlr_learners_surv.svm
|
Survival Support Vector Machine Learner |
