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NodeNode / Predictor

PMML Gradient Boosted Trees Predictor

Analytics Mining Decision Tree Ensemble Gradient Boosting Classification
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Applies classification from a Gradient Boosted Trees model that is provided in PMML format. Note that it is currently not possible to load models that were learned on a bit-, byte- or double-vector column and then written to PMML because PMML does not support vector columns. The implementation follows the algorithms described in "Greedy Function Approximation: A Gradient Boosting Machine" by Jerome H. Friedman (1999)". For more information you can also take a look at this .

Node details

Input ports
  1. Type: PMML
    Model
    Gradient Boosted Trees model in PMML format.
  2. Type: Table
    Input Data
    The data to predict.
Output ports
  1. Type: Table
    Output Data
    The predicted data.

Extension

The PMML Gradient Boosted Trees Predictor node is part of this extension:

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