-
2
-
-
0003704318
-
-
Department of Information and Computer Sciences, University of California, Irvine
-
S. D. Bay. UCI KDD archive. Department of Information and Computer Sciences, University of California, Irvine, 2000. http://kdd.ics.uci.edu/.
-
(2000)
UCI KDD Archive
-
-
Bay, S.D.1
-
3
-
-
0003408496
-
-
Department of Information and Computer Sciences, University of California, Irvine
-
C. L. Blake and C. J. Merz. UCI repository of machine learning databases. Department of Information and Computer Sciences, University of California, Irvine, 1998. http://www.ics.uci.edu/~mlearn/MLRepository.html.
-
(1998)
UCI Repository of Machine Learning Databases
-
-
Blake, C.L.1
Merz, C.J.2
-
4
-
-
84957107950
-
Pruning decision trees with misclassification costs
-
J. Bradford, C. Kunz, R. Kohavi, C. Brunk, and C. Brodley. Pruning decision trees with misclassification costs. In Proceedings of the European Conference on Machine Learning, pages 131-136, 1998.
-
(1998)
Proceedings of the European Conference on Machine Learning
, pp. 131-136
-
-
Bradford, J.1
Kunz, C.2
Kohavi, R.3
Brunk, C.4
Brodley, C.5
-
5
-
-
0030211964
-
Bagging predictors
-
L. Breiman. Bagging predictors. Machine Learning, 24(2):123-140, 1996.
-
(1996)
Machine Learning
, vol.24
, Issue.2
, pp. 123-140
-
-
Breiman, L.1
-
9
-
-
12244295017
-
C4.5, class imbalance, and cost-sensitivity: Why under-sampling beats over-sampling
-
June
-
C. Drummond and R. C. Holte. C4.5, class imbalance, and cost-sensitivity: Why under-sampling beats over-sampling. In Workshop Notes, Workshop on Cost-Sensitive Learning, International Conference on Machine Learning, June 2000.
-
(2000)
Workshop Notes, Workshop on Cost-sensitive Learning, International Conference on Machine Learning
-
-
Drummond, C.1
Holte, R.C.2
-
11
-
-
0013316935
-
AdaCost: Misclassification cost-sensitive boosting
-
W. Fan, S. J. Stolfo, J. Zhang, and P. K. Chan. AdaCost: Misclassification cost-sensitive boosting. In Proceedings of the Sixteenth International Conference on Machine Learning, pages 97-105, 1999.
-
(1999)
Proceedings of the Sixteenth International Conference on Machine Learning
, pp. 97-105
-
-
Fan, W.1
Stolfo, S.J.2
Zhang, J.3
Chan, P.K.4
-
12
-
-
0031211090
-
A decision-theoretic generalization of on-line learning and an application to boosting
-
Y. Freund and R. E. Schapire. A decision-theoretic generalization of on-line learning and an application to boosting. Journal of Computer and System Sciences, 55(1):119-139, 1997.
-
(1997)
Journal of Computer and System Sciences
, vol.55
, Issue.1
, pp. 119-139
-
-
Freund, Y.1
Schapire, R.E.2
-
16
-
-
10044229031
-
-
PhD thesis, Department of Computer Science, Oregon State University, Corvallis
-
D. Margineantu. Methods for Cost-Sensitive Learning. PhD thesis, Department of Computer Science, Oregon State University, Corvallis, 2001.
-
(2001)
Methods for Cost-sensitive Learning
-
-
Margineantu, D.1
-
17
-
-
84898978212
-
Boosting algorithms as gradient descent
-
L. Mason, J. Baxter, P. Barlett, and M. Frean. Boosting algorithms as gradient descent. In Advances in Neural Information Processing systems 12, pages 512-158, 2000.
-
(2000)
Advances in Neural Information Processing Systems
, vol.12
, pp. 512-1158
-
-
Mason, L.1
Baxter, J.2
Barlett, P.3
Frean, M.4
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