FittingAlgorithm

class FittingAlgorithm(*args)

Fitting algorithm.

Available constructors:

FittingAlgorithm(fittingAlgoImp)

Parameters
fittingAlgoImpa FittingAlgorithmImplementation

A fitting algorithm implementation which is the CorrectedLeaveOneOut or KFold.

Notes

FittingAlgorithm is the interface of the FittingAlgorithmImplementation. This class is not usable because it has sense only within the FunctionalChaosAlgorithm.

Attributes
thisown

The membership flag

Methods

getClassName()

Accessor to the object’s name.

getId()

Accessor to the object’s id.

getImplementation(*args)

Accessor to the underlying implementation.

getName()

Accessor to the object’s name.

run(*args)

Run the algorithm.

setName(name)

Accessor to the object’s name.

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.

getImplementation(*args)

Accessor to the underlying implementation.

Returns
implImplementation

The implementation class.

getName()

Accessor to the object’s name.

Returns
namestr

The name of the object.

run(*args)

Run the algorithm.

Parameters
x2-d sequence of float

Input sample

y2-d sequence of float

Output sample

weightsequence of float

Weights associated to the outputs

psisequence of Function

Basis

indicessequence of int

Indices of the basis

Returns
measurefloat

Fitting measure

setName(name)

Accessor to the object’s name.

Parameters
namestr

The name of the object.