SHOGUN: KernelIndependenceTestStatistic.h File Reference

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...

KernelIndependenceTestStatistic.h File Reference