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Please predict whether this patent is acceptable.PATENT ABSTRACT: A method includes receiving an original feature-set for training a machine learning system, the feature-set including multiple records each having a set of original features with original feature values and a result, querying a knowledge base based on the set of original features, receiving a set of knowledge features with knowledge feature values responsive to the querying of the knowledge base, generating a first augmented feature-set that includes the multiple records of the original feature set and the knowledge features for the multiple records, and training the machine learning system based on the first augmented feature-set.