SHOGUN  4.1.0
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IndependenceTest.h File Reference

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class  CIndependenceTest
 Provides an interface for performing the independence test. Given samples \(Z=\{(x_i,y_i)\}_{i=1}^m\) from the joint distribution \(\textbf{P}_{xy}\), does the joint distribution factorize as \(\textbf{P}_{xy}=\textbf{P}_x\textbf{P}_y\), i.e. product of the marginals? The null-hypothesis says yes, i.e. no dependence, the alternative hypothesis says no. More...

SHOGUN Machine Learning Toolbox - Documentation