Universal tree interpreter for data mining models

Details Universal tree interpreter for data mining models Universal tree interpreter for data mining models

2005-09-06

2005-09-06

Mizrahi, Diane D. (Department: 2165)

Data processing: database and file management or data structures

Database design

Data structure types

Reexamination Certificate

active

06941318

ABSTRACT:
A method, system, and computer program product for generating a representation of a data mining model that improves the transparency of data mining models so as to be more easily interpretable by human users. The method comprises the steps of: receiving a dataset, generating a callable version of the data mining model, and generating a tree representing decisional logic of the data mining model using the dataset.

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Qiang Ding, et al. Decision Tree Classificatioin of Spatial Data Streams Using Peano Count Trees, Mar. 2002, Proceedings of the 2002, ACM symposium on Applied Com., pp. 413-417.

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