Self-optimizing classifier

Image analysis – Learning systems – Trainable classifiers or pattern recognizers

Reexamination Certificate

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Details

C382S156000, C382S224000, C707S793000

Reexamination Certificate

active

07362892

ABSTRACT:
A method and computer program product are disclosed for determining an optimal classifier model for a pattern recognition system and updating the determined model to recognize new output classes. An initial plurality of classifier models are selected from a set of generated classifier models. An optimal representative classifier for each classifier model is selected according to an iterative optimization routine. The representative classifier having the highest associated value for a fitness function is accepted.

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