Abstract: Described herein are systems, methods, and other techniques for evaluating a classifier model. The classifier model may be provided with a set of elements to be classified into N classes. Classification results may be obtained from the classifier model. N class-specific precisions and N class-specific recalls for the N classes may be computed based on the classification results. N class-specific precision weights and N class-specific recall weights corresponding to the N classes may be obtained. A weighted f-measure may be computed by weighting the N class-specific precisions with the N class-specific precision weights and weighting the N class-specific recalls with the N class-specific recall weights.
Type:
Application
Filed:
February 12, 2021
Publication date:
August 19, 2021
Applicant:
Ancetry.com Operations Inc.
Inventors:
YINGRUI YANG, Peng Jiang, Christopher Miller, Azadeh Moghtaderi