A Model Driven Approach to Imbalanced Data Sampling in Medical Decision Making
Classification is an important medical decision support function that can be seriously affected by disproportionate class distribution in the training data. In medical decision making, the rate of misclassification and the cost of misclassifying a minority (positive) class as a majority (negative) c...
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Main Authors: | , |
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Format: | text |
Language: | English |
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Institutional Knowledge at Singapore Management University
2010
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Online Access: | https://ink.library.smu.edu.sg/sis_research/2988 http://dx.doi.org/10.3233/978-1-60750-588-4-856 |
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Institution: | Singapore Management University |
Language: | English |