Higher income, larger loan? monotonicity testing of machine learning models

Arnab Sharma, Heike Wehrheim. Higher income, larger loan? monotonicity testing of machine learning models. In Sarfraz Khurshid, Corina S. Pasareanu, editors, ISSTA '20: 29th ACM SIGSOFT International Symposium on Software Testing and Analysis, Virtual Event, USA, July 18-22, 2020. pages 200-210, ACM, 2020. [doi]

Abstract

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