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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Bibliographic Details
Main Authors: Yin H., Tze-Yun LEONG
Format: text
Language:English
Published: Institutional Knowledge at Singapore Management University 2010
Subjects:
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