A diagnostic tool for tree based supervised classification learning algorithms

About this item

Title

A diagnostic tool for tree based supervised classification learning algorithms

Content partner

University of Waikato

Collection

ResearchCommons@Waikato

Description

The process of developing applications of machine learning and data mining that employ supervised classification algorithms includes the important step of knowledge verification. Interpretable output is presented to a user so that they can verify that the knowledge contained in the output makes sense for the given application. As the development of an application is an iterative process it is quite likely that a user would wish to compare models constructed at various times or stages. One cru...

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Format

Research paper

Research format

Working or discussion paper

Date created

1999-03

Creator

Holmes, Geoffrey / Trigg, Leonard E.

URL

https://hdl.handle.net/10289/1032

Related subjects

computer science / Machine learning

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