Self-improving classification system

Details Self-improving classification system Self-improving classification system

G - Physics

06

F

G06F 17/30 (2006.01)

Patent

CA 2570896

A self-improving classification system classifies specimens based on class identifiers. The system stores specimen profiles in a database that is updated with additional specimen profiles and with follow-up data that corrects classification of specimens that were initially incorrectly classified. Algorithms use the updated database to discover new class identifiers, modify thresholds of known class identifiers, and drop unnecessary class identifiers to improve classification of specimens.

Système de classification à amélioration automatique classant des spécimens d'après des identificateurs de classe. Le système mémorise des profils des spécimens dans une base de données mise à jour par des profils des spécimens supplémentaires et des données de suivi corrigeant la classification des spécimens qui ont été classées de manière incorrecte. Les algorithmes utilisent la base de données mise à jour pour découvrir de nouveaux identificateurs de classe, modifier les seuils des classificateurs connus de classe et de laisser tomber des identificateurs de classe inutiles afin d'améliorer la classification des spécimens.

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