C4.5, Class Imbalance, and Cost Sensitivity: Why Under-Sampling beats Over-Sampling

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ConferenceProceedings of the International Conference on Machine Learning (ICML 2003) Workshop on Learning from Imbalanced Data Sets II, July 21, 2003., Washington, DC, USA
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AffiliationNRC Institute for Information Technology; National Research Council Canada
Peer reviewedNo
NRC number47381
NPARC number5765075
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Record identifier04bc81ac-d061-4ea9-bef4-04a836a682be
Record created2009-03-29
Record modified2016-05-09
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