Method for deploying additional classifiers
OwnerSteven Simske, David Wright +1inventors
InventorsSteven Simske, David Wright, Margaret Sturgill
Life of this patent
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Abstract
A method for deploying an additional document classifier engine into an existing document processing system that includes the steps of adding a new document classifier engine to an existing single or pool of document classifier engines and training the new document classifier engine on previously misclassified documents.
Claims8
A method for deploying an additional document classifier engine into an existing document processing system having at least one existing classifier engine:
- adding a new document classifier engine to the system;
- and
- training said new document classifier engine on a collection of documents previously misclassified by the existing document processing system.
A system for processing documents, comprising:
- a computing device having a processor and a memory;
- a database stored in said memory, said database including a plurality of ground truth documents organized in a plurality of classifications and a plurality of misclassified documents;
- a first classifier engine;
- and
- a second classifier engine, added to the system subsequent to said first classifier engine, said second classifier engine being configured to be trained on said plurality of misclassified documents.
A processor-readable medium having instructions thereon for deploying an additional document classifier engine into an existing document processing system having at least one existing classifier engine, said instructions being configured to instruct a processor to perform the steps of:
- adding a new document classifier engine to the system;
- and
- training said new document classifier engine on a collection of documents previously misclassified by the existing document processing system.
Dependencies are inferred from the claim text.