2 papers
cs.LG2019
MOBA: A multi-objective bounded-abstention model for two-class cost-sensitive problems
Hongjiao Guan
Abstaining classifiers have been widely used in cost-sensitive applications to avoid ambiguous classification and reduce the cost of misclassification. Previous abstaining classifi…
cs.CV2018
Abstaining Classification When Error Costs are Unequal and Unknown
Hongjiao Guan, Yingtao Zhang, H. D. Cheng +1
Abstaining classificaiton aims to reject to classify the easily misclassified examples, so it is an effective approach to increase the clasificaiton reliability and reduce the misc…