Exploration of black boxes of supervised machine learning models: A demonstration on development of predictive heart risk score
Machine learning (ML) often provides applicable high-performance models to facilitate decision-makers in various fields. However, this high performance is achieved at the expense of the interpretability of these models, which has been criticized by practitioners and has become a significant hindranc...
| Main Authors: | , , , , , , |
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| Format: | Article |
| Language: | English |
| Published: |
Hindawi Limited
2022
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| Subjects: | |
| Online Access: | http://umpir.ump.edu.my/id/eprint/35145/1/Exploration%20of%20black%20boxes%20of%20supervised%20machine%20learning%20models_A%20demonstration%20on%20development.pdf |