Bhattacharyya Distance Measure for Pattern Recognition 1.0

Date Added: July 29, 2013 | Visits: 354

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The m-file provides a tool to calculate the Bhattacharyya Distance Measure (BDM) between two classes of normal distributed data. The BDM is widely used in Pattern Recognition as a criterion for Feature Selection.Directly calculation may result in divide by zero error due to possible (near) singularity of cov(X1)*cov(X2). The improved code uses the Cholesky factorization for the normal cases but uses sqrtm for near singular cases.

Requirements: No special requirements

Platforms: Matlab

Keyword: Calculation, Covx Covx, Directly, Divide, Error, Result, Singular, Singularity, Sqrtm

Users rating: 0/10

License: Shareware

Size: 10 KB

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