Testing and Validating Machine Learning Classifiers by Metamorphic Testing
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 the correctness of the compute...
| Veröffentlicht in: | The Journal of systems and software. - 1998. - 84(2011), 4 vom: 01. Apr., Seite 544-558 |
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| Weitere Verfasser: | , , , , |
| Format: | Aufsatz |
| Sprache: | English |
| Veröffentlicht: |
2011
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| Zugriff auf das übergeordnete Werk: | The Journal of systems and software |
| Schlagworte: | Journal Article |