Data Quality: new features

Feature	Description	Available in
Explainable machine learning for data matching	A feature importance report can be generated when using the tMatchModel component. In the tMatchPredict and tMatchIndexPredict components, the new output column (CONFIDENCE_SCORE) indicates the confidence score of a prediction for a pair or cluster.	All Talend Platform and Data Fabric products
Data masking	When using the tDataMasking and tPatternMasking components, the data that cannot be masked can be sent to an invalid flow output. The Format-Preserving Encryption is applied when masking: Credit card numbers IBAN and US bank account numbers	All Talend Platform and Data Fabric products
Validating and enriching contact information	A new component is available: tPersonator. It ensures the quality of a US and Canadian contact database by checking, verifying, moving, and appending contact information.	All Talend Platform and Data Fabric products
Support for additional databases (data mart)	Snowflake is now supported for the data quality data mart.	All Talend Platform and Data Fabric products

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