Meta Pattern Concern Score: A Novel Evaluation Measure with Human Values for Multi-classifiers

Yanyun Wang, Dehui Du, Yuanhao Liu

While advanced classifiers have been increasingly used in real-world safety-critical applications, how to properly evaluate the black-box models given specific human values remains…