Learn how to use the correlated features test
tests.json
[ { "name": "No highly correlated features", "description": "Asserts that there are no highly correlated feature pairs", "type": "integrity", "subtype": "correlatedFeatureCount", "thresholds": [ { "insightName": "correlatedFeatures", "insightParameters": null, "measurement": "correlatedFeatureCount", "operator": "<=", "value": 0 } ], "subpopulationFilters": null, "mode": "development", "usesValidationDataset": true, // Apply test to the validation set "usesTrainingDataset": false, "usesMlModel": false, "syncId": "b4dee7dc-4f15-48ca-a282-63e2c04e0689" // Some unique id } ]
Was this page helpful?