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05_​Gradient_​Boosted_​Trees

Learn a Gradient Boosted Trees model

This workflow shows how to learn a Gradient Boosted Trees model on the adult data set.

Learn a Gradient Boosted Trees modelThis workflow shows how to learn a Gradient Boosted Trees model on the adult data set.The parameters are:Nr models: 100Tree depth: 4Learning rate: 0.1 read datasplit 80/20learn modelscore predictionscore prediction File Reader Partitioning Gradient Boosted TreesLearner (deprecated) Scorer Gradient Boosted TreesPredictor (deprecated) Gradient BoostedTrees to PMML PMML Gradient Boosted TreesPredictor (deprecated) Scorer Learn a Gradient Boosted Trees modelThis workflow shows how to learn a Gradient Boosted Trees model on the adult data set.The parameters are:Nr models: 100Tree depth: 4Learning rate: 0.1 read datasplit 80/20learn modelscore predictionscore predictionFile Reader Partitioning Gradient Boosted TreesLearner (deprecated) Scorer Gradient Boosted TreesPredictor (deprecated) Gradient BoostedTrees to PMML PMML Gradient Boosted TreesPredictor (deprecated) Scorer

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To use this workflow in KNIME, download it from the below URL and open it in KNIME:

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Created by: Adrian Nembach
Created at: 2016-06-28
On NodePit since: 2022-02-18
Last update: 2026-01-22
Created with KNIME version: v4.1.0
Tags: classification machine learning gradient boosting boosting gradient boosted trees data mining

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