Patent ID: 9342795
Filing Date: 2016-05-17
CPC Classification: G06N

Claim Text:
1. A method comprising steps of: querying a user to identify one or more true positive documents in relation to a sample document; querying the user to identify a document repository that contains documents similar to the sample document; implementing a document classification algorithm to: calculating a confidence measure based on the user classification of the at least a portion of the set of multiple documents, wherein said confidence measure corresponds to a level of accuracy by which the document classification algorithm detects one or more documents related to the sample document as compared to the user classification; querying the user as to whether the document classification algorithm is to be deployed based on sufficiency of the calculated confidence measure, as determined by the user; and deploying the document classification algorithm upon an affirmative response from the user in response to said querying as to whether the document classification algorithm is to be deployed; wherein the steps are carried out by at least one computer device.