MetaModelValidationResult¶
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class
persalys.
MetaModelValidationResult
(*args)¶ Create the base class for the results of a metamodel validation.
Methods
getClassName
()Accessor to the object’s name. getId
()Accessor to the object’s id. getMetaModelOutputSample
()Output sample accessor. getName
()Validation method name accessor. getQ2
()Q2 accessor. getResiduals
()Residuals accessor. 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. -
__init__
(*args)¶
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getClassName
()¶ Accessor to the object’s name.
Returns: class_name : str
The object class name (object.__class__.__name__).
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getId
()¶ Accessor to the object’s id.
Returns: id : int
Internal unique identifier.
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getMetaModelOutputSample
()¶ Output sample accessor.
Returns: sample :
openturns.Sample
Output sample evaluated with the metamodel
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getName
()¶ Validation method name accessor.
Returns: name : str
Validation method name
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getQ2
()¶ Q2 accessor.
Returns: q2 :
openturns.Point
The predictive squared correlation coefficient Q2 is defined as follows for each output of the model: with the vector of the model’s values and the prediction.
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getResiduals
()¶ Residuals accessor.
Returns: error :
openturns.Point
The errors are defined as follows for each output of the model: with the model’s values and the prediction.
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getShadowedId
()¶ Accessor to the object’s shadowed id.
Returns: id : int
Internal unique identifier.
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getVisibility
()¶ Accessor to the object’s visibility state.
Returns: visible : bool
Visibility flag.
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hasName
()¶ Test if the object is named.
Returns: hasName : bool
True if the name is not empty.
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hasVisibleName
()¶ Test if the object has a distinguishable name.
Returns: hasVisibleName : bool
True if the name is not empty and not the default one.
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setName
(name)¶ Accessor to the object’s name.
Parameters: name : str
The name of the object.
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setShadowedId
(id)¶ Accessor to the object’s shadowed id.
Parameters: id : int
Internal unique identifier.
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setVisibility
(visible)¶ Accessor to the object’s visibility state.
Parameters: visible : bool
Visibility flag.
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