-
1
-
-
30344483921
-
On learning algorithm selection for classification
-
S. Ali, and K. Smith On learning algorithm selection for classification Applied Soft Computing 6 2 2006 119 138
-
(2006)
Applied Soft Computing
, vol.6
, Issue.2
, pp. 119-138
-
-
Ali, S.1
Smith, K.2
-
2
-
-
0038209756
-
Benchmarking state-of-the-art classification algorithms for credit scoring
-
B. Baesens, T. Van Gestel, S. Viaene, M. Stepanova, J. Suykens, and J. Vanthienen Benchmarking state-of-the-art classification algorithms for credit scoring Journal of the Operational Research Society 54 6 2003 627 635
-
(2003)
Journal of the Operational Research Society
, vol.54
, Issue.6
, pp. 627-635
-
-
Baesens, B.1
Van Gestel, T.2
Viaene, S.3
Stepanova, M.4
Suykens, J.5
Vanthienen, J.6
-
3
-
-
0033931867
-
Assessing the accuracy of prediction algorithms for classification: An overview
-
P. Baldi, S. Brunak, Y. Chauvin, C. Andersen, and H. Nielsen Assessing the accuracy of prediction algorithms for classification: An overview Bioinformatics 16 5 2000 412 424
-
(2000)
Bioinformatics
, vol.16
, Issue.5
, pp. 412-424
-
-
Baldi, P.1
Brunak, S.2
Chauvin, Y.3
Andersen, C.4
Nielsen, H.5
-
4
-
-
17044440165
-
Toward intelligent assistance for a data mining process: An ontology-based approach for cost-sensitive classification
-
A. Bernstein, F. Provost, and S. Hill Toward intelligent assistance for a data mining process: An ontology-based approach for cost-sensitive classification IEEE Transactions on Knowledge and Data Engineering 17 4 2005 503 518
-
(2005)
IEEE Transactions on Knowledge and Data Engineering
, vol.17
, Issue.4
, pp. 503-518
-
-
Bernstein, A.1
Provost, F.2
Hill, S.3
-
6
-
-
84873705026
-
Granting and managing loans for micro-entrepreneurs: New developments and practical experiences
-
C. Bravo, S. Maldonado, and R. Weber Granting and managing loans for micro-entrepreneurs: New developments and practical experiences European Journal of Operational Research 227 2 2013 358 366
-
(2013)
European Journal of Operational Research
, vol.227
, Issue.2
, pp. 358-366
-
-
Bravo, C.1
Maldonado, S.2
Weber, R.3
-
9
-
-
33750824521
-
Risk-based pricing of interest rates for consumer loans
-
W. Edelberg Risk-based pricing of interest rates for consumer loans Journal of Monetary Economics 53 8 2006 2283 2298
-
(2006)
Journal of Monetary Economics
, vol.53
, Issue.8
, pp. 2283-2298
-
-
Edelberg, W.1
-
10
-
-
33646023117
-
An introduction to ROC analysis
-
T. Fawcett An introduction to ROC analysis Pattern Recognition Letters 27 8 2006 861 874
-
(2006)
Pattern Recognition Letters
, vol.27
, Issue.8
, pp. 861-874
-
-
Fawcett, T.1
-
11
-
-
70349947015
-
Credit scoring for profitability objectives
-
S. Finlay Credit scoring for profitability objectives European Journal of Operational Research 202 2 2010 528 537
-
(2010)
European Journal of Operational Research
, vol.202
, Issue.2
, pp. 528-537
-
-
Finlay, S.1
-
12
-
-
24144464528
-
Good practice in retail credit scorecard assessment
-
D. Hand Good practice in retail credit scorecard assessment Journal of the Operational Research Society 56 9 2005 1109 1117
-
(2005)
Journal of the Operational Research Society
, vol.56
, Issue.9
, pp. 1109-1117
-
-
Hand, D.1
-
13
-
-
69549133517
-
Measuring classifier performance: A coherent alternative to the area under the ROC curve
-
D. Hand Measuring classifier performance: A coherent alternative to the area under the ROC curve Machine Learning 77 1 2009 103 123
-
(2009)
Machine Learning
, vol.77
, Issue.1
, pp. 103-123
-
-
Hand, D.1
-
14
-
-
84869160181
-
A unified view of performance metrics: Translating threshold choice into expected classification loss
-
J. Hernández-Orallo, P. Flach, and C. Ferri A unified view of performance metrics: Translating threshold choice into expected classification loss Journal of Machine Learning Research 13 2012 2813 2869
-
(2012)
Journal of Machine Learning Research
, vol.13
, pp. 2813-2869
-
-
Hernández-Orallo, J.1
Flach, P.2
Ferri, C.3
-
15
-
-
84155195719
-
Benchmarking regression algorithms for loss given default modeling
-
G. Loterman, I. Brown, D. Martens, C. Mues, and B. Baesens Benchmarking regression algorithms for loss given default modeling International Journal of Forecasting 28 1 2012 161 170
-
(2012)
International Journal of Forecasting
, vol.28
, Issue.1
, pp. 161-170
-
-
Loterman, G.1
Brown, I.2
Martens, D.3
Mues, C.4
Baesens, B.5
-
17
-
-
0035283313
-
Robust classification for imprecise environments
-
F. Provost, and T. Fawcett Robust classification for imprecise environments Machine Learning 42 3 2001 203 231
-
(2001)
Machine Learning
, vol.42
, Issue.3
, pp. 203-231
-
-
Provost, F.1
Fawcett, T.2
-
18
-
-
34447098290
-
Quantile regression for modelling distributions of profit and loss
-
M. Somers, and J. Whittaker Quantile regression for modelling distributions of profit and loss European Journal of Operational Research 183 3 2007 1477 1487
-
(2007)
European Journal of Operational Research
, vol.183
, Issue.3
, pp. 1477-1487
-
-
Somers, M.1
Whittaker, J.2
-
21
-
-
83955164226
-
New insights into churn prediction in the telecommunication sector: A profit driven data mining approach
-
W. Verbeke, K. Dejaeger, D. Martens, J. Hur, and B. Baesens New insights into churn prediction in the telecommunication sector: A profit driven data mining approach European Journal of Operational Research 218 1 2012 211 229
-
(2012)
European Journal of Operational Research
, vol.218
, Issue.1
, pp. 211-229
-
-
Verbeke, W.1
Dejaeger, K.2
Martens, D.3
Hur, J.4
Baesens, B.5
-
22
-
-
84875709296
-
A novel profit maximizing metric for measuring classification performance of customer churn prediction models
-
T. Verbraken, W. Verbeke, and B. Baesens A novel profit maximizing metric for measuring classification performance of customer churn prediction models IEEE Transactions on Knowledge and Data Engineering 25 5 2013 961 973
-
(2013)
IEEE Transactions on Knowledge and Data Engineering
, vol.25
, Issue.5
, pp. 961-973
-
-
Verbraken, T.1
Verbeke, W.2
Baesens, B.3
-
23
-
-
31344442851
-
Training cost-sensitive neural networks with methods addressing the class imbalance problem
-
Z. Zhou, and X. Liu Training cost-sensitive neural networks with methods addressing the class imbalance problem IEEE Transactions on Knowledge and Data Engineering 18 2006 63 77
-
(2006)
IEEE Transactions on Knowledge and Data Engineering
, vol.18
, pp. 63-77
-
-
Zhou, Z.1
Liu, X.2
|