KrigingAnalysisResult¶
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class
persalys.KrigingAnalysisResult(*args)¶ Get the results of a Kriging analysis.
Notes
Structure created by the method run() of
KrigingAnalysis, and obtained thanks to the method getResult().Methods
getAnalyticalValidation(self)Analytical validation result accessor.
getClassName(self)Accessor to the object’s name.
getElapsedTime(self)Elapsed time in seconds to perform the analysis.
getId(self)Accessor to the object’s id.
getKFoldValidation(self)K-Fold validation result accessor.
Sequence of kriging results accessor.
getLeaveOneOutValidation(self)Leave-one-out validation result accessor.
getMetaModel(self)Metamodel accessor.
getMetaModelOutputSample(self)Output sample accessor.
getName(self)Accessor to the object’s name.
getOutputSample(self)Output sample accessor.
getResultForVariable(self, variableName)Get the kriging result of a variable.
getShadowedId(self)Accessor to the object’s shadowed id.
getTestSampleValidation(self)Test sample validation result accessor.
getValidations(self)Validation results accessor.
getVisibility(self)Accessor to the object’s visibility state.
hasName(self)Test if the object is named.
hasVisibleName(self)Test if the object has a distinguishable name.
setName(self, name)Accessor to the object’s name.
setShadowedId(self, id)Accessor to the object’s shadowed id.
setVisibility(self, visible)Accessor to the object’s visibility state.
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__init__(self, *args)¶ Initialize self. See help(type(self)) for accurate signature.
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getAnalyticalValidation(self)¶ Analytical validation result accessor.
- Returns
- validation
persalys.MetaModelValidationResult Analytical validation result
- validation
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getClassName(self)¶ Accessor to the object’s name.
- Returns
- class_namestr
The object class name (object.__class__.__name__).
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getElapsedTime(self)¶ Elapsed time in seconds to perform the analysis.
- Returns
- timedouble
Elapsed time in seconds to perform the analysis
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getId(self)¶ Accessor to the object’s id.
- Returns
- idint
Internal unique identifier.
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getKFoldValidation(self)¶ K-Fold validation result accessor.
- Returns
- validation
persalys.MetaModelValidationResult K-Fold validation result
- validation
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getKrigingResultCollection(self)¶ Sequence of kriging results accessor.
- Returns
- resultssequence of
openturns.KrigingResult The kriging results of all the outputs of interest
- resultssequence of
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getLeaveOneOutValidation(self)¶ Leave-one-out validation result accessor.
- Returns
- validation
persalys.MetaModelValidationResult Leave-one-out validation result
- validation
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getMetaModelOutputSample(self)¶ Output sample accessor.
- Returns
- sample
openturns.Sample Output sample evaluated with the metamodel
- sample
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getName(self)¶ Accessor to the object’s name.
- Returns
- namestr
The name of the object.
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getOutputSample(self)¶ Output sample accessor.
- Returns
- sample
openturns.Sample Output sample
- sample
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getResultForVariable(self, variableName)¶ Get the kriging result of a variable.
- Parameters
- variablestr
Name of the variable
- Returns
- resultpy:class:openturns.KrigingResult
The kriging result of the variable
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getShadowedId(self)¶ Accessor to the object’s shadowed id.
- Returns
- idint
Internal unique identifier.
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getTestSampleValidation(self)¶ Test sample validation result accessor.
- Returns
- validation
persalys.MetaModelValidationResult Test sample validation result
- validation
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getValidations(self)¶ Validation results accessor.
- Returns
- validationssequence of
persalys.MetaModelValidationResult All the validation results
- validationssequence of
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getVisibility(self)¶ Accessor to the object’s visibility state.
- Returns
- visiblebool
Visibility flag.
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hasName(self)¶ Test if the object is named.
- Returns
- hasNamebool
True if the name is not empty.
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hasVisibleName(self)¶ Test if the object has a distinguishable name.
- Returns
- hasVisibleNamebool
True if the name is not empty and not the default one.
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setName(self, name)¶ Accessor to the object’s name.
- Parameters
- namestr
The name of the object.
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setShadowedId(self, id)¶ Accessor to the object’s shadowed id.
- Parameters
- idint
Internal unique identifier.
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setVisibility(self, visible)¶ Accessor to the object’s visibility state.
- Parameters
- visiblebool
Visibility flag.
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