Natural Language Explanation Model for Decision Trees

Natural Language Explanation Model for Decision Trees

This study describes a model of explanations in natural language for classification decision trees. The explanations include global aspects of the classifier and local aspects of the classification of a particular instance. The proposal is implemented in the ExpliClas open source Web service [1], wh...

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Bibliographic Details
Main Authors: Silva, Jesús, Hernández Palma, Hugo, Niebles Núẽz, William, Ruiz-Lazaro, Alex, Varela, Noel
Format: Article
Language:English
Published: Institute of Physics Publishing 2020
Subjects:
Decision trees
Web services
Classification decision
Classification trees
Global aspects
Natural language explanations
Natural languages
Numerical attributes
Online Access:http://hdl.handle.net/10757/652131

Internet

http://hdl.handle.net/10757/652131

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