SHOGUN  v3.0.0
KernelIndependenceTestStatistic.h File Reference

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## Classes

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

SHOGUN Machine Learning Toolbox - Documentation