An iterative method for multi-class cost-sensitive learning (2004)

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by Naoki Abe
Venue:In Proceedings of the Tenth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining
Citations:38 - 1 self

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8 Multi-class Cost-sensitive Boosting with p-norm Loss Function – AurĂ©lie C. Lozano, Naoki Abe - 2008
2 CSNL: A cost-sensitive non-linear decision tree algorithm – Sunil Vadera - 2010
1 Cost-Sensitive Learning with Conditional Markov Networks – Prithviraj Sen, Lise Getoor
2 Benefit Maximizing Classification Using Feature Intervals – Nazli Ikizler, Cevdet Aykanat, Prof Dr, Prof Dr, Mehmet Baray - 2002
118 Editorial: special issue on learning from imbalanced data sets – Nitesh V. Chawla, Nathalie Japkowicz - 2004
Cost-Sensitive Decision Tree Learning . . . – Susan Elaine Lomax - 2013
20 Cost-sensitive boosting for classification of imbalanced data – Yanmin Sun , Mohamed S. Kamel , Andrew K. C. Wong , Yang Wang - 2007
5 Inducing cost-sensitive nonlinear decision trees – Sunil Vadera - 2005
43 Exploratory Under-Sampling for Class-Imbalance Learning – Xu-ying Liu, Jianxin Wu, Zhi-hua Zhou
10 Cost-Sensitive Boosting – Hamed Masnadi-shirazi, Nuno Vasconcelos - 2007
Contents lists available at SciVerse ScienceDirect Information Sciences – unknown authors
Predicting the need for CT . . . – William Klement , Szymon Wilk , Wojtek Michalowski , Ken J. Farion , Martin H. Osmond , Vedat Verter
41 Bootstrap Methods for the Cost-Sensitive Evaluation of Classifiers – Dragos Margineantu, Thomas G. Dietterich - 2000
4 Anytime induction of low-cost, low-error classifiers: a sampling-based approach – Saher Esmeir, Shaul Markovitch - 2008
2 Anytime learning of anycost classifiers – Saher Esmeir, Shaul Markovitch
20 Automatically countering imbalance and its empirical relationship to cost – Nitesh V. Chawla, David A. Cieslak, Lawrence O. Hall, Ajay Joshi - 2008
58 Learning from imbalanced data – Haibo He, Edwardo A. Garcia - 2009
3 Machine Learning Techniques—Reductions Between Prediction Quality Metrics – Alina Beygelzimer, John Langford, Bianca Zadrozny
4 Discriminative Techniques for the Recognition of Complex-Shaped Objects – Owen Carmichael - 2003