Bhattacharyya Distance: Probability distribution, StatisticS, A. Bhattacharya, Indian Statistical Institute,, Statistical classification, Kullback–Leibler divergence - Couverture souple

 
9786132788993: Bhattacharyya Distance: Probability distribution, StatisticS, A. Bhattacharya, Indian Statistical Institute,, Statistical classification, Kullback–Leibler divergence

Synopsis

Please note that the content of this book primarily consists of articles available from Wikipedia or other free sources online. In statistics, the Bhattacharyya distance measures the similarity of two discrete or continuous probability distributions. It is closely related to the Bhattacharyya coefficient which is a measure of the amount of overlap between two statistical samples or populations. Both measures are named after A. Bhattacharya, an obscure statistician who worked in the 1930s at the Indian Statistical Institute. The coefficient can be used to determine the relative closeness of the two samples being considered. It is used to measure the separability of classes in classification.

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