KrigingAnalysisResult

class persalys.KrigingAnalysisResult(*args)

Get the results of a Kriging analysis.

Methods

getAnalyticalValidation()	Analytical validation result accessor.
getClassName()	Accessor to the object's name.
getElapsedTime()	Elapsed time in seconds to perform the analysis.
getKFoldValidation()	K-Fold validation result accessor.
getKrigingResultCollection()	Sequence of kriging results accessor.
getLeaveOneOutValidation()	Leave-one-out validation result accessor.
getMetaModel()	Metamodel accessor.
getMetaModelOutputSample()	Output sample accessor.
getName()	Accessor to the object's name.
getOutputSample()	Output sample accessor.
getResultForVariable(variableName)	Get the kriging result of a variable.
getTestSampleValidation()	Test sample validation result accessor.
getValidations()	Validation results accessor.
hasName()	Test if the object is named.
setName(name)	Accessor to the object's name.

getMeanSquaredError
getR2Score

See also

KrigingAnalysis

__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

getKFoldValidation()

K-Fold validation result accessor.

Returns:

validationpersalys.MetaModelValidationResult

K-Fold validation result

getKrigingResultCollection()

Sequence of kriging results accessor.

Returns:

resultssequence of openturns.KrigingResult

The kriging results of all the outputs of interest

getLeaveOneOutValidation()

Leave-one-out validation result accessor.

Returns:

validationpersalys.MetaModelValidationResult

Leave-one-out validation result

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

getResultForVariable(variableName)

Get the kriging result of a variable.

Parameters:

variablestr

Name of the variable

Returns:

resultopenturns.KrigingResult

The kriging result of the variable

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

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.