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Automatically countering imbalance and its empirical relationship to cost.

, , , and . Data Min. Knowl. Discov., 17 (2): 225-252 (2008)

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Analyzing PETs on Imbalanced Datasets When Training and Testing Class Distributions Differ., and . PAKDD, volume 5012 of Lecture Notes in Computer Science, page 519-526. Springer, (2008)Troubleshooting thousands of jobs on production grids using data mining techniques., , and . GRID, page 217-224. IEEE Computer Society, (2008)A Robust Decision Tree Algorithm for Imbalanced Data Sets., , , and . SDM, page 766-777. SIAM, (2010)Detecting Fractures in Classifier Performance., and . ICDM, page 123-132. IEEE Computer Society, (2007)Passive Wireless Host Detection Using Local RTT Timing Characteristics on an Enterprise Network., and . SecureComm, page 1-6. IEEE, (2006)A framework for monitoring classifiers' performance: when and why failure occurs?, and . Knowl. Inf. Syst., 18 (1): 83-108 (2009)Troubleshooting Distributed Systems via Data Mining., , and . HPDC, page 309-312. IEEE, (2006)Start Globally, Optimize Locally, Predict Globally: Improving Performance on Imbalanced Data., and . ICDM, page 143-152. IEEE Computer Society, (2008)Automatically countering imbalance and its empirical relationship to cost., , , and . Data Min. Knowl. Discov., 17 (2): 225-252 (2008)Combating imbalance in network intrusion datasets., , and . GrC, page 732-737. IEEE, (2006)