FunctionalChaosAnalysisResult

class persalys.FunctionalChaosAnalysisResult(*args)

Get the results for a Functional chaos analysis.

Notes

Structure created by the method run() of FunctionalChaosAnalysis, and obtained thanks to the method getResult().

Attributes:

thisown

The membership flag

Methods

getAnalyticalValidation()	Analytical validation result accessor.
getClassName()	Accessor to the object's name.
getElapsedTime()	Elapsed time in seconds to perform the analysis.
getFunctionalChaosResult()	Functional chaos result accessor.
getId()	Accessor to the object's id.
getKFoldValidation()	K-Fold validation result accessor.
getLeaveOneOutValidation()	Leave-one-out validation result accessor.
getMean()	Mean estimation accessor.
getMetaModel()	Metamodel accessor.
getMetaModelOutputSample()	Output sample accessor.
getName()	Accessor to the object's name.
getOutputSample()	Output sample accessor.
getShadowedId()	Accessor to the object's shadowed id.
getSobolResult()	Sobol' indices result accessor.
getTestSampleValidation()	Test sample validation result accessor.
getValidations()	Validation results accessor.
getVariance()	Variance estimation accessor.
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.

__init__(*args)

getAnalyticalValidation()

Analytical validation result accessor.

Returns:

validationpersalys.MetaModelValidationResult

Analytical validation result

getClassName()

Accessor to the object’s name.

Returns:

class_namestr

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

getElapsedTime()

Elapsed time in seconds to perform the analysis.

Returns:

timedouble

Elapsed time in seconds to perform the analysis

getFunctionalChaosResult()

Functional chaos result accessor.

Returns:

resultopenturns.FunctionalChaosResult

Functional chaos result

getId()

Accessor to the object’s id.

Returns:

idint

Internal unique identifier.

getKFoldValidation()

K-Fold validation result accessor.

Returns:

validationpersalys.MetaModelValidationResult

K-Fold validation result

getLeaveOneOutValidation()

Leave-one-out validation result accessor.

Returns:

validationpersalys.MetaModelValidationResult

Leave-one-out validation result

getMean()

Mean estimation accessor.

Returns:

resultopenturns.Point

Mean estimation

getMetaModel()

Metamodel accessor.

Returns:

metamodelMetaModel

Metamodel

getMetaModelOutputSample()

Output sample accessor.

Returns:

sampleopenturns.Sample

Output sample evaluated with the metamodel

getName()

Accessor to the object’s name.

Returns:

namestr

The name of the object.

getOutputSample()

Output sample accessor.

Returns:

sampleopenturns.Sample

Output sample

getShadowedId()

Accessor to the object’s shadowed id.

Returns:

idint

Internal unique identifier.

getSobolResult()

Sobol’ indices result accessor.

Returns:

resultSobolResult

Object containing the first order and total Sobol’ indices

getTestSampleValidation()

Test sample validation result accessor.

Returns:

validationpersalys.MetaModelValidationResult

Test sample validation result

getValidations()

Validation results accessor.

Returns:

validationssequence of persalys.MetaModelValidationResult

All the validation results

getVariance()

Variance estimation accessor.

Returns:

resultopenturns.Point

Variance estimation

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.

property thisown

The membership flag