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Testing and Validating Machine Learning Classifiers by Metamorphic Testing

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Machine Learning algorithms have provided core functionality to many application domains - such as bioinformatics, computational linguistics, etc. However, it is difficult to detect faults in such applications because often there is no "test oracle" to verify ... ...