Package | Description |
---|---|
de.lmu.ifi.dbs.elki.distance.similarityfunction |
Similarity functions
|
de.lmu.ifi.dbs.elki.distance.similarityfunction.kernel |
Kernel functions.
|
Modifier and Type | Class and Description |
---|---|
class |
Kulczynski2SimilarityFunction
Kulczynski similarity 2.
|
Modifier and Type | Class and Description |
---|---|
class |
LaplaceKernelFunction
Laplace / exponential radial basis function kernel.
|
class |
LinearKernelFunction
Linear Kernel function that computes a similarity between the two feature
vectors x and y defined by \(x^T\cdot y\).
|
class |
PolynomialKernelFunction
Polynomial Kernel function that computes a similarity between the two feature
vectors x and y defined by \((x^T\cdot y+b)^{\text{degree}}\).
|
class |
RadialBasisFunctionKernelFunction
Gaussian radial basis function kernel (RBF Kernel).
|
class |
RationalQuadraticKernelFunction
Rational quadratic kernel, a less computational approximation of the Gaussian
RBF kernel (
RadialBasisFunctionKernelFunction ). |
class |
SigmoidKernelFunction
Sigmoid kernel function (aka: hyperbolic tangent kernel, multilayer
perceptron MLP kernel).
|
Copyright © 2019 ELKI Development Team. License information.