kermor.kernel.GaussKernel Class Reference

Implementation of the Gaussian kernel \( K(x,y) = e^{-\frac{\|x-y\|^2}{\gamma^2}} \). More...

Inheritance diagram for kermor.kernel.GaussKernel:

Public Member Functions
	GaussKernel (double gamma)
RealMatrix	evaluate (RealMatrix x, RealMatrix y)
double[]	evaluate (double[] x, RealMatrix y)
double[]	evaluate (double t, double[] ti)

Public Attributes
double	gamma

Detailed Description

Implementation of the Gaussian kernel \( K(x,y) = e^{-\frac{\|x-y\|^2}{\gamma^2}} \).

The field gamma corresponds to the kernel width \( \gamma > 0 \).

Author

Daniel Wirtz

Date

2013-08-07

Definition at line 15 of file GaussKernel.java.

Constructor & Destructor Documentation

kermor.kernel.GaussKernel.GaussKernel

(

double

gamma

)

Definition at line 19 of file GaussKernel.java.

Member Function Documentation

RealMatrix kermor.kernel.GaussKernel.evaluate ( RealMatrix  x, RealMatrix  y  )

virtual

See Also

kermor.kernel.IKernel::evaluate(org.apache.commons.math.linear.RealMatrix, org.apache.commons.math.linear.RealMatrix)

Implements kermor.kernel.IKernel.

Definition at line 28 of file GaussKernel.java.

double [] kermor.kernel.GaussKernel.evaluate ( double[]  x, RealMatrix  y  )

virtual

See Also

kermor.kernel.IKernel::evaluate(double[], org.apache.commons.math.linear.RealMatrix)

Implements kermor.kernel.IKernel.

Definition at line 40 of file GaussKernel.java.

double [] kermor.kernel.GaussKernel.evaluate ( double  t, double[]  ti  )

virtual

See Also

kermor.kernel.IKernel::evaluate(double, double[])

Implements kermor.kernel.IKernel.

Definition at line 52 of file GaussKernel.java.

Member Data Documentation

double kermor.kernel.GaussKernel.gamma

Definition at line 17 of file GaussKernel.java.

---

The documentation for this class was generated from the following file:

• JKerMor/src/kermor/kernel/GaussKernel.java