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Searching for ""Missing Is Useful' Missing Values in Cost-Sensitive Decision Trees." – sorted by Relevance.

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Missing is Useful: Missing Values in Cost-Sensitive Decision Trees
by Shichao Zhang, Senior Member, Zhenxing Qin, Charles X. Ling, Shengli Sheng — 2005 — IEEE Transactions on Knowledge and Data Engineering
… is Useful”: Missing Values in Cost-Sensitive Decision Trees Shichao Zhang, Senior Member, IEEE, Zhenxing Qin…
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The Foundations of Cost-Sensitive Learning
by Charles Elkan — 2001 — In Proceedings of the Seventeenth International Joint Conference on Artificial Intelligence
… training set in order to make optimal cost-sensitive classification decisions using a classifier learned…
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Hybrid Cost-sensitive Decision Tree
by Shengli Sheng, Charles X. Ling
… of decision tree. But in cost-sensitive learning, any value is available with a certain cost. We do not want…
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Test Strategies for Cost-Sensitive Decision Trees
by Shengli Sheng, Charles X. Ling, Qiang Yang — 2006 — TKDE), Volume 18, Number
…Simple Test Strategies for Cost-Sensitive Decision Trees Shengli Sheng 1 , Charles X. Ling 1…
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Cost-Sensitive Specialization
by Geoffrey Webb — 1996
…] decision tree induction system that supports cost-sensitive specialization. 2 Cost sensitive specialization…
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Boosting Cost-Sensitive Trees
by Kai Ming Ting, Zijian Zheng — 1998 — In Proceedings of the First International Conference on Discovery Science
… in decision tree learning for boosting (Quinlan, 1996) and for effective cost-sensitive tree induction (Ting…
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Cost-Sensitive Fault Remediation for Autonomic Computing
by Michael L. Littman, Thu Nguyen, Haym Hirsh — 2003 — In Proc. of IJCAI Workshop on AI and Autonomic Computing
… describe this one because it strikes a balance between power and simplicity. The decisions made by a cost-sensitive…
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Cost-sensitive Parsimonious Linear Regression
by Robby Goetschalckx, Kurt Driessens, Scott Sanner
…Cost-sensitive Parsimonious Linear Regression Robby Goetschalckx Kurt Driessens Katholieke…
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Evaluating Cost-Sensitive Unsolicited Bulk Email Categorization
by Jose María Gómez Hidalgo — 2002
…ROC curves are plotted, which is in turn dependent on the method used to make a ML algorithm cost-sensitive…
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Cost-Sensitive Feature Reduction Applied to a Hybrid Genetic Algorithm
by Nada Lavrac, Dragan Gamberger, Peter Turney — 1996
…Cost-sensitive feature reduction applied to a hybrid genetic algorithm Nada Lavrac 1 , Dragan…
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