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().Methods
Analytical validation result accessor.
Accessor to the object's name.
Elapsed time in seconds to perform the analysis.
Functional chaos result accessor.
K-Fold validation result accessor.
Leave-one-out validation result accessor.
getMean()Mean estimation accessor.
Metamodel accessor.
Output sample accessor.
getName()Accessor to the object's name.
Output sample accessor.
Sobol' indices result accessor.
Test sample validation result accessor.
Validation results accessor.
Variance estimation accessor.
hasName()Test if the object is named.
setName(name)Accessor to the object's name.
- __init__(*args)¶
- getAnalyticalValidation()¶
Analytical validation result accessor.
- Returns
- validation
persalys.MetaModelValidationResult Analytical validation result
- validation
- 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
- result
openturns.FunctionalChaosResult Functional chaos result
- result
- getKFoldValidation()¶
K-Fold validation result accessor.
- Returns
- validation
persalys.MetaModelValidationResult K-Fold validation result
- validation
- getLeaveOneOutValidation()¶
Leave-one-out validation result accessor.
- Returns
- validation
persalys.MetaModelValidationResult Leave-one-out validation result
- validation
- getMean()¶
Mean estimation accessor.
- Returns
- result
openturns.Point Mean estimation
- result
- getMetaModelOutputSample()¶
Output sample accessor.
- Returns
- sample
openturns.Sample Output sample evaluated with the metamodel
- sample
- getName()¶
Accessor to the object’s name.
- Returns
- namestr
The name of the object.
- getOutputSample()¶
Output sample accessor.
- Returns
- sample
openturns.Sample Output sample
- sample
- getSobolResult()¶
Sobol’ indices result accessor.
- Returns
- result
SobolResult Object containing the first order and total Sobol’ indices
- result
- getTestSampleValidation()¶
Test sample validation result accessor.
- Returns
- validation
persalys.MetaModelValidationResult Test sample validation result
- validation
- getValidations()¶
Validation results accessor.
- Returns
- validationssequence of
persalys.MetaModelValidationResult All the validation results
- validationssequence of
- getVariance()¶
Variance estimation accessor.
- Returns
- result
openturns.Point Variance estimation
- result
- hasName()¶
Test if the object is named.
- Returns
- hasNamebool
True if the name is not empty.
- setName(name)¶
Accessor to the object’s name.
- Parameters
- namestr
The name of the object.
