-
1
-
-
12244287068
-
An iterative method for multi-class cost-sensitive learning
-
ACM Press
-
Abe, N., Zadrozny, B., Langford, J.: An iterative method for multi-class cost-sensitive learning. In KDD'04. ACM Press, (2004) 3-11.
-
(2004)
KDD'04
, pp. 3-11
-
-
Abe, N.1
Zadrozny, B.2
Langford, J.3
-
2
-
-
0003408496
-
-
Blake, C., Keogh, E., Merz, C.: UCI repository of machine learning databases, [http://www.ics.uci.edu/~mlearn/MLRepository.html], (1998).
-
(1998)
UCI repository of machine learning databases
-
-
Blake, C.1
Keogh, E.2
Merz, C.3
-
3
-
-
84957107950
-
Pruning decision trees with misclassification costs
-
Springer
-
Bradford, J.P., Kunz, C., Kohavi, R., Brunk, C., Brodley, C.E.: Pruning decision trees with misclassification costs. In Proc. of ECML'98. Springer (1998) 131-136.
-
(1998)
Proc. of ECML'98
, pp. 131-136
-
-
Bradford, J.P.1
Kunz, C.2
Kohavi, R.3
Brunk, C.4
Brodley, C.E.5
-
4
-
-
0003802343
-
-
Wadsworth Int. Group
-
Breiman, L., Friedman, J., Olshen, R., Stone C.: Classification and Regression Trees. Wadsworth Int. Group (1984).
-
(1984)
Classification and Regression Trees
-
-
Breiman, L.1
Friedman, J.2
Olshen, R.3
Stone, C.4
-
6
-
-
0030284572
-
Piecewise-linear classifiers using binary tree structure and genetic algorithm
-
Chai, B. et al.: Piecewise-linear classifiers using binary tree structure and genetic algorithm. Pattern Recognition 29(11) (1996) 1905-1917.
-
(1996)
Pattern Recognition
, vol.29
, Issue.11
, pp. 1905-1917
-
-
Chai, B.1
-
7
-
-
0002106691
-
MetaCost: A general method for making classifiers cost-sensitive
-
ACM Press
-
Domingos, P.: MetaCost: A general method for making classifiers cost-sensitive. In Proc. of KDD'99., ACM Press (1999) 155-164.
-
(1999)
Proc. of KDD'99
, pp. 155-164
-
-
Domingos, P.1
-
8
-
-
0002593344
-
Multi-interval discretization of continuous-valued attributes for classification learning
-
Fayyad, U.M., Irani, K.B.: Multi-interval discretization of continuous-valued attributes for classification learning. In Proc. of IJCAI'93., (1993) 1022-1027.
-
(1993)
Proc. of IJCAI'93
, pp. 1022-1027
-
-
Fayyad, U.M.1
Irani, K.B.2
-
10
-
-
85027408292
-
Cost-sensitive pruning of decision trees
-
Knoll, U., Nakhaeizadeh, G., Tausend, B.: Cost-sensitive pruning of decision trees. LNCS 784 (1994) 383-386.
-
(1994)
LNCS
, vol.784
, pp. 383-386
-
-
Knoll, U.1
Nakhaeizadeh, G.2
Tausend, B.3
-
11
-
-
85030639535
-
Concept formation and decision tree induction using genetic programming paradigm
-
Koza, J.: Concept formation and decision tree induction using genetic programming paradigm. LNCS 496 (1991) 124-128.
-
(1991)
LNCS
, vol.496
, pp. 124-128
-
-
Koza, J.1
-
12
-
-
9444227076
-
An evolutionary algorithm for oblique decision tree induction
-
Krȩtowski, M.: An evolutionary algorithm for oblique decision tree induction. LNAI 3070, (2004) 432-437.
-
(2004)
LNAI
, vol.3070
, pp. 432-437
-
-
Krȩtowski, M.1
-
13
-
-
33746267940
-
Global learning of decision trees by an evolutionary algorithm
-
Springer
-
Krȩtowski, M., Grzeé, M.: Global learning of decision trees by an evolutionary algorithm. In: Information Processing and Security Systems, Springer, (2005) 401-410.
-
(2005)
Information Processing and Security Systems
, pp. 401-410
-
-
Krȩtowski, M.1
Grzeé, M.2
-
14
-
-
33746268322
-
Evolutionary learning of linear trees with embedded feature selection
-
Krȩtowski, M., Grześ, M.: Evolutionary learning of linear trees with embedded feature selection. LNAI4029, (2006) 400-409.
-
(2006)
LNAI
, vol.4029
, pp. 400-409
-
-
Krȩtowski, M.1
Grześ, M.2
-
15
-
-
33751372905
-
Mixed decision trees: An evolutionary approach
-
Krȩtowski, M., Grześ, M.: Mixed decision trees: An evolutionary approach. LNCS 4081, (2006) 260-269.
-
(2006)
LNCS
, vol.4081
, pp. 260-269
-
-
Krȩtowski, M.1
Grześ, M.2
-
16
-
-
84948156363
-
An evolutionary algorithm for cost-sensitive decision rule learning
-
Kwedlo, W., Krȩtowski, M.: An evolutionary algorithm for cost-sensitive decision rule learning. LNAI 2167, (2001) 288-299.
-
(2001)
LNAI
, vol.2167
, pp. 288-299
-
-
Kwedlo, W.1
Krȩtowski, M.2
-
17
-
-
38049055012
-
-
Ling, C., Yang, Q., Wang, J., Zhang, S.: Decision trees with minimal costs, In: Proc. of ICML'04., ACM Press (2004), Article No. 69.
-
Ling, C., Yang, Q., Wang, J., Zhang, S.: Decision trees with minimal costs, In: Proc. of ICML'04., ACM Press (2004), Article No. 69.
-
-
-
-
19
-
-
0001845032
-
Bootstrap methods for the cost-sensitive evaluation of classifiers
-
Morgan Kaufmann
-
Margineantu, D.D., Dietterich, T.G.: Bootstrap methods for the cost-sensitive evaluation of classifiers. In Proc. of ICML'2000., Morgan Kaufmann (2000) 583-590.
-
(2000)
Proc. of ICML'2000
, pp. 583-590
-
-
Margineantu, D.D.1
Dietterich, T.G.2
-
20
-
-
0346768473
-
Breeding decision trees using evolutionary techniques
-
Morgan Kaufmann
-
Papagelis, A., Kalles, D.: Breeding decision trees using evolutionary techniques. In: Proc. of ICML'01., Morgan Kaufmann (2001) 393-400.
-
(2001)
Proc. of ICML'01
, pp. 393-400
-
-
Papagelis, A.1
Kalles, D.2
-
22
-
-
0036565589
-
An instance-weighting method to induce cost-sensitive trees
-
Ting, K.M.: An instance-weighting method to induce cost-sensitive trees. IEEE Transactions on Knowledge and Data Engineering 14(3), (2002) 659-665.
-
(2002)
IEEE Transactions on Knowledge and Data Engineering
, vol.14
, Issue.3
, pp. 659-665
-
-
Ting, K.M.1
-
23
-
-
0000865580
-
Cost-sensitive classification: Empirical evaluation of a hybrid genetic decision tree induction algorithm
-
Turney, P.: Cost-sensitive classification: Empirical evaluation of a hybrid genetic decision tree induction algorithm. Journal of Artificial Intelligence Research 2 (1995) 369-409.
-
(1995)
Journal of Artificial Intelligence Research
, vol.2
, pp. 369-409
-
-
Turney, P.1
-
25
-
-
33750346885
-
Cost-sensitive learning by cost-proportionate example weighting concept learning
-
IEEE Press
-
Zadrozny, B., Langford, J., Abe. N.: Cost-sensitive learning by cost-proportionate example weighting concept learning. In Proc. of ICDM'03. IEEE Press (2003).
-
(2003)
Proc. of ICDM'03
-
-
Zadrozny, B.1
Langford, J.2
Abe, N.3
-
26
-
-
30344485118
-
Missing is usefull: Missing values in cost-sensitive decision trees
-
Zhang S., Qin, Z., Ling, C. Sheng, S.: Missing is usefull: Missing values in cost-sensitive decision trees. IEEE Transactions on Knowledge and Data Engineering 17(12), (2005) 1689-1693.
-
(2005)
IEEE Transactions on Knowledge and Data Engineering
, vol.17
, Issue.12
, pp. 1689-1693
-
-
Zhang, S.1
Qin, Z.2
Ling, C.3
Sheng, S.4
|