System and Method for Automatically Validating Classified Data Objects

摘要

A method, system and computer-usable medium are disclosed for enhancing a classification system to include an automatic classification validation system. The automatic classification validation system takes the classification results and automatically validates them for correctness. More specifically, the automatic classification validation system analyzes the data objects in the categories and, if any outliers are identified, then determines a context of the data object from a plurality of records contained within a certain category to determine the context. The classification validation system then uses the context of the data object to validate the classification.

主权项

1. A computer-implemented method for enhancing a classification operation, comprising:
performing a classification operation on a plurality of data objects to provide a plurality of classified data objects; performing a classification validation operation on the plurality of classified data objects, the classification validation operation automatically validating whether each of the plurality of classified data objects were correctly classified; identifying misclassified data objects based upon the classification validation operation; performing a reclassification operation on the misclassified data objects, the reclassification operation using information derived from the classification validation operation to correctly classify the misclassified data objects.