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jAudio 1.0 Aggregator Appendix

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Histogram Binning

This specific algorithm correlates different feature dimensions provided, binning them into equal bins relative to each feature's range. The resulting feature set, similar to the area method of moments, captures cross-feature information. However, this feature uses an extremely large feature set that grows exponentially with the number of features added. On the positive side, the order of the features is irrelevant to its performance.

Histogram Binning History

First used in 2000, it was not formally published until McEnnis and Fujinaga 2005.