SHOGUN  4.1.0
IndependenceTest.h File Reference

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## Classes

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