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cs.SE2019
Metamorphic Testing for Quality Assurance of Protein Function Prediction Tools
Morteza Pourreza Shahri, Madhusudan Srinivasan, Gillian Reynolds +3
Proteins are the workhorses of life and gaining insight on their functions is of paramount importance for applications such as drug design. However, the experimental validation of…
cs.SE2019
Fault Detection Effectiveness of Metamorphic Relations Developed for Testing Supervised Classifiers
Prashanta Saha, Upulee Kanewala
In machine learning, supervised classifiers are used to obtain predictions for unlabeled data by inferring prediction functions using labeled data. Supervised classifiers are widel…