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Cumulative Gains Model Quality Metric
Joint Authors
Furth, Alfred
Brandenburger, Thomas
Source
Journal of Applied Mathematics and Decision Sciences
Issue
Vol. 2009, Issue 2009 (31 Dec. 2009), pp.1-14, 14 p.
Publisher
Hindawi Publishing Corporation
Publication Date
2009-06-18
Country of Publication
Egypt
No. of Pages
14
Main Subjects
Abstract EN
This paper proposes a more comprehensive look at the ideas of KS and Area Under the Curve (AUC) of a cumulative gains chart to develop a model quality statistic which can be used agnostically to evaluate the quality of a wide range of models in a standardized fashion.
It can be either used holistically on the entire range of the model or at a given decision threshold of the model.
Further it can be extended into the model learning process.
American Psychological Association (APA)
Brandenburger, Thomas& Furth, Alfred. 2009. Cumulative Gains Model Quality Metric. Journal of Applied Mathematics and Decision Sciences،Vol. 2009, no. 2009, pp.1-14.
https://search.emarefa.net/detail/BIM-504733
Modern Language Association (MLA)
Brandenburger, Thomas& Furth, Alfred. Cumulative Gains Model Quality Metric. Journal of Applied Mathematics and Decision Sciences No. 2009 (2009), pp.1-14.
https://search.emarefa.net/detail/BIM-504733
American Medical Association (AMA)
Brandenburger, Thomas& Furth, Alfred. Cumulative Gains Model Quality Metric. Journal of Applied Mathematics and Decision Sciences. 2009. Vol. 2009, no. 2009, pp.1-14.
https://search.emarefa.net/detail/BIM-504733
Data Type
Journal Articles
Language
English
Notes
Includes bibliographical references
Record ID
BIM-504733