|
||||||||||
PREV PACKAGE NEXT PACKAGE | FRAMES NO FRAMES |
Interface Summary | |
---|---|
Function | A total scalar function. |
Kernel | A Mercer kernel function. |
Class Summary | |
---|---|
GaussianKernel | A Gaussian kernel of the following form:K(x1, x2) = exp(‒γ² · ∥x1 - x2∥²) |
Images | Utility class for manipulating images. |
InverseMultiquadricKernel | A multiquadric kernel of the following form: K(x1, x2) = 1 / √(∥x1 - x2∥² + γ²) |
LinearKernel | A linear kernel of the following form:K(x1, x2) = x1 · x2 |
Matrices | Utility methods for matrices and vectors. |
MultiquadricKernel | A multiquadric kernel of the following form: K(x1, x2) = ‒√(∥x1 - x2∥² + γ²) |
PolynomialKernel | A polymonial kernel of the following form:K(x1, x2) = (x1 · x2 + 1)d |
Regression | A least-squares regression, also known as a regularized least squares classification. |
Representer | A representer function with a kernel K(x1, x2), a set of training data points (d1, d2, , dn), and a vector (c1, c2, , cn) of coefficients. |
Exception Summary | |
---|---|
NotImageException | Exception thrown when a resource that was expected to be an image is not. |
|
||||||||||
PREV PACKAGE NEXT PACKAGE | FRAMES NO FRAMES |