API Reference
A full reference of all supported tests and their parameters can be found here.
- Tabular Data/Model Setup
- NLP Data/Model Setup
- RIME Tests
CategoricalDriftTestChi2LabelDriftTestMulticlassChi2PredictedLabelDriftTestPSILabelDriftTestMulticlassPSIPredictedLabelDriftTestCorrelationFeatureDriftTestCorrelationLabelDriftTestHighFeatureCorrelationTestMutualInformationFeatureDriftTestMutualInformationLabelDriftTestNullProportionDriftTestJSDivergenceTestKLDivergenceTestNumericDistributionEqualityTestPredictionDriftTestRowNullProportionChi2TestRowNullProportionPSITestCapitalizationTestCapitalizationTransformationTestNonParametricOutliersTestNumericOutlierTransformationTestHighMutualInformationFeatureToLabelTestDuplicateRowsTestFeatureTypeTestFeatureTypeTransformationTestMutualInformationLabelDecreaseTestInconsistenciesTestNullCheckComparisonTestNullTransformationTestOutOfRangeTestOutOfRangeTransformationTestOverallMetricsTestAverageThresholdedConfidenceTestRareCategoriesTestRequiredFeaturesTestMultiFeatSensitivityTestMultiFeatVulnerabilityTestSensitivityTestVulnerabilityTestUnseenCategoricalTestUnseenCategoricalTransformationTestUnseenDomainTestUnseenEmailTestUnseenURLTestUnseenDomainTransformationTestUnseenEmailTransformationTestUnseenURLTransformationTestFeatureSubsetTestLabelSubsetTestNullSubsetTestEmptyStringTestEmptyStringSubstitutionTestPSIRegressionLabelDriftTestKSRegressionLabelDriftTestCalibrationComparisonTestSelectionRateTestLabelImbalanceTest
- RIME Adversarial
- RIME Model Performance
- RIME AI Firewall
- RIME Metrics