LeastSquaresMetaModelSelectionFactory

class LeastSquaresMetaModelSelectionFactory(*args)

Least squares metamodel selection factory.

Available constructors:

LeastSquaresMetaModelSelectionFactory()

LeastSquaresMetaModelSelectionFactory(basisSeqFac)

LeastSquaresMetaModelSelectionFactory(basisSeqFac, fittingAlgo)

Parameters:
basisSeqFacBasisSequenceFactory

A basis sequence factory.

fittingAlgoFittingAlgorithm

A fitting algorithm.

Notes

Implementation of an approximation algorithm implementation factory which builds an ApproximationAlgorithm.

This class is not usable because it has sense only whithin the FunctionalChaosAlgorithm.

Examples

>>> import openturns as ot
>>> basisSequenceFactory = ot.LARS()
>>> fittingAlgorithm = ot.CorrectedLeaveOneOut()
>>> approximationAlgorithm = ot.LeastSquaresMetaModelSelectionFactory(
...                                     basisSequenceFactory, fittingAlgorithm)
Attributes:
thisown

The membership flag

Methods

getBasisSequenceFactory() Accessor to the basis sequence factory.
getClassName() Accessor to the object’s name.
getFittingAlgorithm() Accessor to the fitting algorithm.
getId() Accessor to the object’s id.
getName() Accessor to the object’s name.
getShadowedId() Accessor to the object’s shadowed id.
getVisibility() Accessor to the object’s visibility state.
hasName() Test if the object is named.
hasVisibleName() Test if the object has a distinguishable name.
setName(name) Accessor to the object’s name.
setShadowedId(id) Accessor to the object’s shadowed id.
setVisibility(visible) Accessor to the object’s visibility state.
build  
__init__(*args)

Initialize self. See help(type(self)) for accurate signature.

getBasisSequenceFactory()

Accessor to the basis sequence factory.

Returns:
basisBasisSequenceFactory

Basis sequence factory.

getClassName()

Accessor to the object’s name.

Returns:
class_namestr

The object class name (object.__class__.__name__).

getFittingAlgorithm()

Accessor to the fitting algorithm.

Returns:
algoFittingAlgorithm

Fitting algorithm.

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.

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.

setName(name)

Accessor to the object’s name.

Parameters:
namestr

The name of the object.

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.

thisown

The membership flag