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You are looking at the documentation for an older version of the SDV! We are no longer supporting or maintaining this version of the software
Click here to go to the new docs pages.
MultiTableMetric()
MultiTableMetric
Base class for metrics that apply to multiple tables.
MultiTableMetric.get_subclasses([…])
MultiTableMetric.get_subclasses
Recursively find subclasses of this metric.
MultiSingleTableMetric(single_table_metric)
MultiSingleTableMetric
MultiTableMetric subclass that applies a SingleTableMetric on each table.
MultiSingleTableMetric.get_subclasses([…])
MultiSingleTableMetric.get_subclasses
BNLikelihood(single_table_metric)
BNLikelihood
MultiSingleTableMetric based on SingleTable BNLikelihood.
BNLikelihood.get_subclasses([include_parents])
BNLikelihood.get_subclasses
BNLikelihood.compute(real_data, synthetic_data)
BNLikelihood.compute
Compute this metric.
BNLogLikelihood(single_table_metric)
BNLogLikelihood
MultiSingleTableMetric based on SingleTable BNLogLikelihood.
BNLogLikelihood.get_subclasses([include_parents])
BNLogLikelihood.get_subclasses
BNLogLikelihood.compute(real_data, …[, …])
BNLogLikelihood.compute
CSTest(single_table_metric)
CSTest
MultiSingleTableMetric based on SingleTable CSTest.
CSTest.get_subclasses([include_parents])
CSTest.get_subclasses
CSTest.compute(real_data, synthetic_data[, …])
CSTest.compute
KSComplement(single_table_metric)
KSComplement
MultiSingleTableMetric based on SingleTable KSComplement.
KSComplement.get_subclasses([include_parents])
KSComplement.get_subclasses
KSComplement.compute(real_data, synthetic_data)
KSComplement.compute
DetectionMetric()
DetectionMetric
Base class for Machine Learning Detection based metrics on multiple tables.
DetectionMetric.get_subclasses([include_parents])
DetectionMetric.get_subclasses
LogisticDetection(single_table_metric)
LogisticDetection
MultiSingleTableMetric based on SingleTable LogisticDetection.
LogisticDetection.get_subclasses([…])
LogisticDetection.get_subclasses
LogisticDetection.compute(real_data, …[, …])
LogisticDetection.compute
SVCDetection(single_table_metric)
SVCDetection
MultiSingleTableMetric based on SingleTable SVCDetection.
SVCDetection.get_subclasses([include_parents])
SVCDetection.get_subclasses
SVCDetection.compute(real_data, synthetic_data)
SVCDetection.compute
ParentChildDetectionMetric()
ParentChildDetectionMetric
Base class for Multi-table Detection metrics based on parent-child relationships.
ParentChildDetectionMetric.get_subclasses([…])
ParentChildDetectionMetric.get_subclasses
LogisticParentChildDetection()
LogisticParentChildDetection
ParentChild detection metric based on a LogisticRegression.
LogisticParentChildDetection.get_subclasses([…])
LogisticParentChildDetection.get_subclasses
LogisticParentChildDetection.compute(…[, …])
LogisticParentChildDetection.compute
SVCParentChildDetection()
SVCParentChildDetection
ParentChild detection metric based on a SVC.
SVCParentChildDetection.get_subclasses([…])
SVCParentChildDetection.get_subclasses
SVCParentChildDetection.compute(real_data, …)
SVCParentChildDetection.compute