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Analytics Mining Decision Tree Ensemble Classification Integrations
+5
  1. Node / Predictor
    XGBoost Predictor
    Analytics Integrations XGBoost
    +1
    Applies a classification XGBoost model to predict data.
    1
  2. Node / Predictor
    XGBoost Predictor (Regression)
    Analytics Integrations XGBoost
    +1
    Applies a regression XGBoost model to predict data.
    1
  3. Node / Learner
    XGBoost Linear Model Learner
    Analytics Integrations XGBoost
    Learns a linear model based XGBoost model for classification. XGBoost is a popular machine learning library that is based on the …
    0
  4. Node / Learner
    XGBoost Tree Ensemble Learner
    Analytics Integrations XGBoost
    Learns a tree based XGBoost model for classification. XGBoost is a popular machine learning library that is based on the ideas of…
    0
  5. Node / Learner
    XGBoost Linear Model Learner (Regression)
    Analytics Integrations XGBoost
    Learns a linear model based XGBoost model for regression. XGBoost is a popular machine learning library that is based on the idea…
    0
  6. Node / Learner
    XGBoost Tree Ensemble Learner (Regression)
    Analytics Integrations XGBoost
    Learns a tree based XGBoost model for regression. XGBoost is a popular machine learning library that is based on the ideas of boo…
    0
  7. Node / Learner
    Simple Regression Tree Learner
    Analytics Mining Decision Tree
    Learns a single regression tree. The procedure follows the algorithm described by "Classification and Regression Trees" (Breiman …
    0
  8. Node / Learner
    XGBoost Linear Ensemble Learner (Regression) (deprecated)
    Uncategorized
    Learns a linear model based XGBoost model for regression. XGBoost is a popular machine learning library that is based on the idea…
    0
  9. Node / Learner
    XGBoost Linear Ensemble Learner (deprecated)
    Uncategorized
    Learns a linear model based XGBoost model for classification. XGBoost is a popular machine learning library that is based on the …
    0
  10. Node / Learner
    XGBoost Tree Ensemble Learner (Regression) (deprecated)
    Uncategorized
    Learns a tree based XGBoost model for regression. XGBoost is a popular machine learning library that is based on the ideas of boo…
    0
  11. Node / Learner
    XGBoost Tree Ensemble Learner (deprecated)
    Uncategorized
    Learns a tree based XGBoost model for classification. XGBoost is a popular machine learning library that is based on the ideas of…
    0
  12. Node / Learner
    Random Forest Learner
    Analytics Mining Decision Tree Ensemble
    +2
    Learns a random forest*, which consists of a chosen number of decision trees. Each of the decision tree models is built with a di…
    0
  13. Node / Learner
    Tree Ensemble Learner
    Analytics Mining Decision Tree Ensemble
    +2
    Learns an ensemble of decision trees (such as random forest* variants). Typically, each tree is built with a different set of row…
    0
  14. Node / Learner
    Gradient Boosted Trees Learner
    Analytics Mining Decision Tree Ensemble
    +2
    Learns Gradient Boosted Trees with the objective of classification. The algorithm uses very shallow regression trees and a specia…
    0
  15. Node / Learner
    Gradient Boosted Trees Learner (Regression)
    Analytics Mining Decision Tree Ensemble
    +2
    Learns Gradient Boosted Trees with the objective of regression. The algorithm uses very shallow regression trees and a special fo…
    0
  16. Node / Learner
    Random Forest Learner (deprecated)
    Analytics Mining Decision Tree Ensemble
    +2
    Learns a random forest*, which consists of a chosen number of decision trees. Each of the decision tree models is learned on a di…
    0
  17. Node / Learner
    Tree Ensemble Learner (deprecated)
    Analytics Mining Decision Tree Ensemble
    +2
    Learns an ensemble of decision trees (such as random forest* variants). Each of the decision tree models is learned on a differen…
    0
  18. Node / Learner
    Gradient Boosted Trees Learner (deprecated)
    Analytics Mining Decision Tree Ensemble
    +2
    Learns Gradient Boosted Trees with the objective of classification. The algorithm uses very shallow regression trees and a specia…
    0
  19. Node / Learner
    Gradient Boosted Trees Learner (Regression) (deprecated)
    Analytics Mining Decision Tree Ensemble
    +2
    Learns Gradient Boosted Trees with the objective of regression. The algorithm uses very shallow regression trees and a special fo…
    0