Uses of Package
de.lmu.ifi.dbs.elki.distance.similarityfunction.kernel

Packages that use de.lmu.ifi.dbs.elki.distance.similarityfunction.kernel

Package	Description
de.lmu.ifi.dbs.elki.algorithm.outlier.anglebased	Angle-based outlier detection algorithms.
de.lmu.ifi.dbs.elki.distance.similarityfunction.kernel	Kernel functions.

Classes in de.lmu.ifi.dbs.elki.distance.similarityfunction.kernel used by de.lmu.ifi.dbs.elki.algorithm.outlier.anglebased

Class and Description
KernelMatrix Kernel matrix representation.

Classes in de.lmu.ifi.dbs.elki.distance.similarityfunction.kernel used by de.lmu.ifi.dbs.elki.distance.similarityfunction.kernel

Class and Description
KernelMatrix Kernel matrix representation.
KernelMatrix.DBIDMap Map a DBID to its offset TODO: move to shared code.
LaplaceKernelFunction Laplace / exponential radial basis function kernel.
LinearKernelFunction Linear Kernel function that computes a similarity between the two feature vectors x and y defined by \(x^T\cdot y\).
PolynomialKernelFunction Polynomial Kernel function that computes a similarity between the two feature vectors x and y defined by \((x^T\cdot y+b)^{\text{degree}}\).
RadialBasisFunctionKernelFunction Gaussian radial basis function kernel (RBF Kernel).
RationalQuadraticKernelFunction Rational quadratic kernel, a less computational approximation of the Gaussian RBF kernel (RadialBasisFunctionKernelFunction).
SigmoidKernelFunction Sigmoid kernel function (aka: hyperbolic tangent kernel, multilayer perceptron MLP kernel).