18924410. METHODS AND APPARATUSES FOR PERFORMING CLASSIFICATION OF A CLASSIFICATION SUBJECT (Rolls-Royce plc)
METHODS AND APPARATUSES FOR PERFORMING CLASSIFICATION OF A CLASSIFICATION SUBJECT
Organization Name
Inventor(s)
Narcisa C. Pinzariu of Derby GB
METHODS AND APPARATUSES FOR PERFORMING CLASSIFICATION OF A CLASSIFICATION SUBJECT
This abstract first appeared for US patent application 18924410 titled 'METHODS AND APPARATUSES FOR PERFORMING CLASSIFICATION OF A CLASSIFICATION SUBJECT
Original Abstract Submitted
Embodiments described herein relate to methods and apparatuses for performing classification of a classification subject. A computer implemented method for initiating use of one or more classifier models to perform classification of a classification subject into one of a plurality of classes comprises: for each of a plurality of classifier models, obtaining respective classifier confusion information, wherein the classifier confusion information indicates, for each actual class in the plurality of classes, the likelihood of the classifier model classifying the actual class as each predicted class in the plurality of classes; obtaining risk confusion information indicating a risk associated with each actual class and predicted class pair; for each of the plurality of classifier models, determining a respective risk metric from the respective classifier confusion information and the risk confusion information; and initiating use of one or more of the plurality of classifier models based on the respective risk metrics.
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