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Entropy triangle 1.0

  Date Added: July 27, 2013  |  Visits: 186

Entropy triangle

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Entropy_triangle is a function that implements two tools to analyze the behavior of multiple-class, or multi-class, classifiers by means of entropic measures on their confusion matrix or contingency table. First we obtain a balance equation on the entropies that captures interesting properties of the classifier. Second, by normalizing this balance equation we first obtain a 2-simplex in a three-dimensional entropy space and then the de Finetti entropy diagram or entropy triangle.A full description can be found in:Valverde-Albacete, F. and PeldodAez-Moreno, C. Two information-theoretic tools to assess the performance of multi-class classifiers. Pattern Recognition Letters (2010) vol. 31 (12) pp. 1665-1671

Requirements: No special requirements
Platforms: Matlab
Keyword: Classifier Diagram Entropy Finetti Normalizing Simplex Space Threedimensional
Users rating: 0/10

License: Shareware Size: 71.68 KB
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