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See:
Description
Interface Summary | |
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KernelFunction<O extends DatabaseObject,D extends Distance<D>> | Interface Kernel describes the requirements of any kernel function. |
Class Summary | |
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AbstractDoubleKernelFunction<O extends DatabaseObject> | Provides an abstract superclass for KernelFunctions that are based on DoubleDistance. |
AbstractKernelFunction<O extends DatabaseObject,D extends Distance<D>> | AbstractKernelFunction provides some methods valid for any extending class. |
ArbitraryKernelFunctionWrapper<O extends RealVector<O,?>> | Provides a wrapper for arbitrary kernel functions whose kernel matrix has been precomputed. |
FooKernelFunction<O extends FeatureVector<?,?>> | Provides an experimental KernelDistanceFunction for RealVectors. |
KernelMatrix<O extends RealVector<O,?>> | Provides a class for storing the kernel matrix and several extraction methods for convenience. |
LinearKernelFunction<O extends FeatureVector<O,?>> | Provides a linear Kernel function that computes a similarity between the two feature vectors V1 and V2 defined by V1^T*V2. |
PolynomialKernelFunction<O extends FeatureVector<O,?>> | Provides a polynomial Kernel function that computes a similarity between the two feature vectors V1 and V2 defined by (V1^T*V2)^degree. |
Kernel functions.
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