ExponentialRBF¶
- class otsvm.ExponentialRBF(*args)¶
Exponential RBF kernel.
Methods
__call__
(x1, x2)Call self as a function.
Accessor to the object's name.
getId
()Accessor to the object's id.
getName
()Accessor to the object's name.
Parameter value accessor.
Parameter description accessor.
Accessor to the object's shadowed id.
Accessor to the object's visibility state.
hasName
()Test if the object is named.
Test if the object has a distinguishable name.
partialGradient
(x1, x2)Gradient wrt one variable.
partialHessian
(x1, x2)Gradient wrt one variable.
setName
(name)Accessor to the object's name.
setParameter
(parameter)Parameter value accessor.
setShadowedId
(id)Accessor to the object's shadowed id.
setVisibility
(visible)Accessor to the object's visibility state.
getSigma
setSigma
- __init__(*args)¶
- getClassName()¶
Accessor to the object’s name.
- Returns:
- class_namestr
The object class name (object.__class__.__name__).
- getId()¶
Accessor to the object’s id.
- Returns:
- idint
Internal unique identifier.
- getName()¶
Accessor to the object’s name.
- Returns:
- namestr
The name of the object.
- getParameter()¶
Parameter value accessor.
- Returns:
- parameter
openturns.Point
Current parameter values
- parameter
- getParameterDescription()¶
Parameter description accessor.
- Returns:
- description
openturns.Description
Parameter names
- description
- getShadowedId()¶
Accessor to the object’s shadowed id.
- Returns:
- idint
Internal unique identifier.
- getVisibility()¶
Accessor to the object’s visibility state.
- Returns:
- visiblebool
Visibility flag.
- hasName()¶
Test if the object is named.
- Returns:
- hasNamebool
True if the name is not empty.
- hasVisibleName()¶
Test if the object has a distinguishable name.
- Returns:
- hasVisibleNamebool
True if the name is not empty and not the default one.
- partialGradient(x1, x2)¶
Gradient wrt one variable.
- Returns:
- gradient
openturns.Point
Gradient value
- gradient
- partialHessian(x1, x2)¶
Gradient wrt one variable.
- Returns:
- hessian
openturns.SymmetricMatrix
Hessian value
- hessian
- setName(name)¶
Accessor to the object’s name.
- Parameters:
- namestr
The name of the object.
- setParameter(parameter)¶
Parameter value accessor.
- Parameters:
- parameter
openturns.Point
Current parameter values
- parameter
- setShadowedId(id)¶
Accessor to the object’s shadowed id.
- Parameters:
- idint
Internal unique identifier.
- setVisibility(visible)¶
Accessor to the object’s visibility state.
- Parameters:
- visiblebool
Visibility flag.