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Classification
Decision Tree Ensemble
Analytics Mining Streamable Gradient Boosting Random Forest
  1. Go to item
    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
    knime
  2. Go to item
    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
    knime
  3. Go to item
    Node / Predictor
    Gradient Boosted Trees Predictor
    Analytics Mining Decision Tree Ensemble
    +3
    Classifies data using a Gradient Boosted Trees model. The implementation follows the algorithms described in "Greedy Function App…
    0
    knime
  4. Go to item
    Node / Predictor
    Gradient Boosted Trees Predictor (deprecated)
    Analytics Mining Decision Tree Ensemble
    +3
    Classifies data using a Gradient Boosted Trees model. The implementation follows the algorithms described in "Greedy Function App…
    0
    knime
  5. Go to item
    Node / Predictor
    Gradient Boosted Trees Predictor (deprecated)
    Analytics Mining Decision Tree Ensemble
    +3
    Classifies data using a Gradient Boosted Trees model. The implementation follows the algorithms described in "Greedy Function App…
    0
    knime
  6. Go to item
    Node / Predictor
    PMML Gradient Boosted Trees Predictor
    Analytics Mining Decision Tree Ensemble
    +3
    Applies classification from a Gradient Boosted Trees model that is provided in PMML format. Note that it is currently not possibl…
    0
    knime
  7. Go to item
    Node / Predictor
    PMML Gradient Boosted Trees Predictor (deprecated)
    Analytics Mining Decision Tree Ensemble
    +3
    Applies classification from a Gradient Boosted Trees model that is provided in PMML format. Note that it is currently not possibl…
    0
    knime
  8. Go to item
    Node / Predictor
    PMML Gradient Boosted Trees Predictor (deprecated)
    Analytics Mining Decision Tree Ensemble
    +3
    Applies classification from a Gradient Boosted Trees model that is provided in PMML format. Note that it is currently not possibl…
    0
    knime
  9. Go to item
    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
    knime
  10. Go to item
    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
    knime
  11. Go to item
    Node / Learner
    Random Forest Learner (deprecated)
    Analytics Mining Decision Tree Ensemble
    +1
    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
    knime
  12. Go to item
    Node / Predictor
    Random Forest Predictor
    Analytics Mining Decision Tree Ensemble
    +3
    Predicts patterns according to an aggregation of the predictions of the individual trees in a random forest* model. (*) RANDOM FO…
    0
    knime
  13. Go to item
    Node / Predictor
    Random Forest Predictor (deprecated)
    Analytics Mining Decision Tree Ensemble
    +3
    Predicts patterns according to an aggregation of the predictions of the individual trees in a random forest* model. (*) RANDOM FO…
    0
    knime
  14. Go to item
    Node / Predictor
    Random Forest Predictor (deprecated)
    Analytics Mining Decision Tree Ensemble
    +1
    Predicts patterns according to a majority vote in a random forest* model. (*) RANDOM FORESTS is a registered trademark of Minitab…
    0
    knime
  15. Go to item
    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
    knime
  16. Go to item
    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
    knime
  17. Go to item
    Node / Learner
    Tree Ensemble Learner (deprecated)
    Analytics Mining Decision Tree Ensemble
    +1
    Learns an ensemble of decision trees (such as random forest* variants). Each of the decision tree models is learned on a differen…
    0
    knime
  18. Go to item
    Node / Predictor
    Tree Ensemble Predictor
    Analytics Mining Decision Tree Ensemble
    +3
    Predicts patterns according to an aggregation of the predictions of the individual trees in a random forest* model. (*) RANDOM FO…
    0
    knime
  19. Go to item
    Node / Predictor
    Tree Ensemble Predictor (deprecated)
    Analytics Mining Decision Tree Ensemble
    +3
    Predicts patterns according to an aggregation of the predictions of the individual trees in a random forest* model. (*) RANDOM FO…
    0
    knime
  20. Go to item
    Node / Predictor
    Tree Ensemble Predictor (deprecated)
    Analytics Mining Decision Tree Ensemble
    +2
    Predicts patterns according to a majority vote in a tree ensemble model.
    0
    knime

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