Difference between revisions of "Decision Tree"

From Open Risk Manual
 
 
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== Stylized Model Assumptions ==
 
== Stylized Model Assumptions ==
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== See Also ==
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* [http://dmg.org/pmml/v4-4-1/GeneralStructure.html PMML]
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[[Category:Machine Learning]]
 
[[Category:Machine Learning]]
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[[Category:Predictive Models]]
 
[[Category:Credit Scoring Models]]
 
[[Category:Credit Scoring Models]]
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[[Category:Stub]]

Latest revision as of 14:06, 8 April 2021

Definition

Credit Scorecards based on Decision Trees are a type of credit scoring model in widespread use to support Credit Decisioning in various Consumer Finance and SME Lending businesses.

This entry serves as the Abstract Risk Model specification of a Decision Tree Scorecard

Model Context

Model Classification

Model Description

Recursive Partitioning Approach

Response Variable

Explanatory Variables

Model Parameters

Model Estimation

Stylized Model Assumptions

See Also