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kn_​example_​decision_​tree

Decision Tree with all its exports

A simple decision tree with all the possibilities to store the results (as PMML or Ruleset or SQL Code) and evaluation (ROC curve)



https://forum.knime.com/t/looking-for-options-to-evaluate-a-decision-tree/11384/2?u=mlauber71PMML Models that support probabilitieshttps://forum.knime.com/t/export-pmml-that-outputs-class-probabilities/13244/2?u=mlauber71Currently supported PMML models are all those generated by KNIME plus Naive Bayes:RegressionSVMMLPK-Means ClusteringDecision TreesNaive BayesRulesetsEnsembles of the above A simple decision tree with all the possibilities to store the results (as PMML or Ruleset or SQL Code) and evaluation (ROC curve) educate yourself about KNIME and Machine Learninghttps://forum.knime.com/t/exam-based-kaggle-case-study/42740/2?u=mlauber71 to pngconvert to SQLSplit 70/30Training / Testextract rulesettrain.tableprediction_newmake a new predictionwith new cutoff pointprobability_1model.pmmlmodel.pmmlsql_rules.csvruleset.csvroc_kurve.pngconvert to SQLview tree for30% test datadecision_tree.svg Image To Table Renderer to Image Table To Image PMML to SQL Partitioning DecisionTree Learner Decision TreePredictor Decision Treeto Ruleset ROC Curve (local) ROC Curve Table Reader PMML Compiler Compiled ModelPredictor Ruleset Editor Column Rename PMML Writer PMML Reader CSV Writer CSV Writer Image Writer (Port) PMML CompilingPredictor PMML to SQL Decision Tree View Image Writer (Port) https://forum.knime.com/t/looking-for-options-to-evaluate-a-decision-tree/11384/2?u=mlauber71PMML Models that support probabilitieshttps://forum.knime.com/t/export-pmml-that-outputs-class-probabilities/13244/2?u=mlauber71Currently supported PMML models are all those generated by KNIME plus Naive Bayes:RegressionSVMMLPK-Means ClusteringDecision TreesNaive BayesRulesetsEnsembles of the above A simple decision tree with all the possibilities to store the results (as PMML or Ruleset or SQL Code) and evaluation (ROC curve) educate yourself about KNIME and Machine Learninghttps://forum.knime.com/t/exam-based-kaggle-case-study/42740/2?u=mlauber71 to pngconvert to SQLSplit 70/30Training / Testextract rulesettrain.tableprediction_newmake a new predictionwith new cutoff pointprobability_1model.pmmlmodel.pmmlsql_rules.csvruleset.csvroc_kurve.pngconvert to SQLview tree for30% test datadecision_tree.svg Image To Table Renderer to Image Table To Image PMML to SQL Partitioning DecisionTree Learner Decision TreePredictor Decision Treeto Ruleset ROC Curve (local) ROC Curve Table Reader PMML Compiler Compiled ModelPredictor Ruleset Editor Column Rename PMML Writer PMML Reader CSV Writer CSV Writer Image Writer (Port) PMML CompilingPredictor PMML to SQL Decision Tree View Image Writer (Port)

Nodes

Extensions

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Download

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

Download Workflow
Created by: m_lauber
Created at: 2018-06-26
On NodePit since: 2019-10-03
Last update: 2024-11-17
Created with KNIME version: v4.7.2
Tags: machine learningdecision treesqlrulesetgraphicprobabilities

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