-
1
-
-
41549131613
-
Responses to evidence contrary to the statistical view of boosting
-
K. Bennett, A. Buja, W. Stuetzle, Y. Freund, R. Schapire, J. Friedman, T. Hastie, R. Tibshirani, P. Bickel, Y. Ritov, P. Bnhlmann, and B. Yu Responses to evidence contrary to the statistical view of boosting J. Mach. Learn. Res. 9 2008 131 156
-
(2008)
J. Mach. Learn. Res.
, vol.9
, pp. 131-156
-
-
Bennett, K.1
Buja, A.2
Stuetzle, W.3
Freund, Y.4
Schapire, R.5
Friedman, J.6
Hastie, T.7
Tibshirani, R.8
Bickel, P.9
Ritov, Y.10
Bnhlmann, P.11
Yu, B.12
-
2
-
-
0013316935
-
Adacost: Misclassification cost-sensitive boosting
-
Fan, W.; Stolfo, S.; Zhang, J.; Chan, P. 1999. Adacost: Misclassification cost-sensitive boosting, in: Proc. 16th Internat. Conf. Machine Learning, pp. 97-105.
-
(1999)
Proc. 16th Internat. Conf. Machine Learning
, pp. 97-105
-
-
Fan, W.1
Stolfo, S.2
Zhang, J.3
Chan, P.4
-
4
-
-
0031211090
-
A Decision-Theoretic Generalization of On-Line Learning and an Application to Boosting
-
Y. Freund, and R. Schapire A decision-theoretic generalization of on-line learning and an application to boosting J. Comput. Syst. Sci. 55 1997 119 139 (Pubitemid 127433398)
-
(1997)
Journal of Computer and System Sciences
, vol.55
, Issue.1
, pp. 119-139
-
-
Freund, Y.1
Schapire, R.E.2
-
6
-
-
0034164230
-
Additive logistic regression: A statistical view of boosting
-
J. Friedman, T. Hastie, and R. Tibshirani Additive logistic regression: A statistical view of boosting The Ann. Stat. 28 2000 337 407 (Pubitemid 33227445)
-
(2000)
Annals of Statistics
, vol.28
, Issue.2
, pp. 337-407
-
-
Friedman, J.1
Hastie, T.2
Tibshirani, R.3
-
9
-
-
41549131613
-
Evidence contrary to the statistical view of boosting
-
D. Mease, and A. Wyner Evidence contrary to the statistical view of boosting J. Mach. Learn. Res. 9 2008 175 194
-
(2008)
J. Mach. Learn. Res.
, vol.9
, pp. 175-194
-
-
Mease, D.1
Wyner, A.2
-
10
-
-
41549091730
-
Evidence contrary to the statistical view of boosting: A rejoinder to responses
-
D. Mease, and A. Wyner Evidence contrary to the statistical view of boosting: A rejoinder to responses J. Mach. Learn. Res. 9 2008 195 201
-
(2008)
J. Mach. Learn. Res.
, vol.9
, pp. 195-201
-
-
Mease, D.1
Wyner, A.2
-
11
-
-
33947284406
-
Boosted classification trees and class probability/quantile estimation
-
D. Mease, A. Wyner, and A. Buja Boosted classification trees and class probability/quantile estimation J. Mach. Learn. Res. 8 2007 409 439 (Pubitemid 46434120)
-
(2007)
Journal of Machine Learning Research
, vol.8
, pp. 409-439
-
-
Mease, D.1
Wyner, A.J.2
Buja, A.3
-
12
-
-
33748611921
-
Ensemble based systems in decision making
-
R. Polikar Ensemble based systems in decision making IEEE Circ. Syst. Mag. 6 2006 21 45
-
(2006)
IEEE Circ. Syst. Mag.
, vol.6
, pp. 21-45
-
-
Polikar, R.1
-
13
-
-
85032751446
-
Bootstrap-inspired techniques in computational intelligence
-
R. Polikar Bootstrap-inspired techniques in computational intelligence IEEE Signal Process. Mag. 24 2007 59 72
-
(2007)
IEEE Signal Process. Mag.
, vol.24
, pp. 59-72
-
-
Polikar, R.1
-
14
-
-
0025448521
-
The strength of weak learnability
-
R. Schapire The strength of weak learnability Mach. Learn. 5 1990 197 227
-
(1990)
Mach. Learn.
, vol.5
, pp. 197-227
-
-
Schapire, R.1
-
15
-
-
0032280519
-
Boosting the margin: A new explanation for the effectiveness of voting methods
-
R. Schapire, Y. Freund, P. Bartlett, and W. Lee Boosting the margin: A new explanation for the effectiveness of voting methods The Ann. Stat. 26 1998 1651 1686 (Pubitemid 128376902)
-
(1998)
Annals of Statistics
, vol.26
, Issue.5
, pp. 1651-1686
-
-
Schapire, R.E.1
Freund, Y.2
Bartlett, P.3
Lee, W.S.4
-
16
-
-
0033281701
-
Improved boosting algorithms using confidence-rated predictions
-
DOI 10.1023/A:1007614523901
-
R. Schapire, and Y. Singer Improved boosting algorithms using confidence-rated predictions Mach. Learn. 37 1999 297 336 (Pubitemid 32210620)
-
(1999)
Machine Learning
, vol.37
, Issue.3
, pp. 297-336
-
-
Schapire, R.E.1
Singer, Y.2
-
17
-
-
0032258599
-
Boosting and rocchio applied to text filtering
-
Schapire, R.; Singer, Y.; Singhal, A. 1998b. Boosting and rocchio applied to text filtering, in: Proc. ACM SIGIR, pp. 215-223.
-
(1998)
Proc. ACM SIGIR
, pp. 215-223
-
-
Schapire, R.1
Singer, Y.2
Singhal, A.3
-
18
-
-
34547673383
-
Cost-sensitive boosting for classification of imbalanced data
-
DOI 10.1016/j.patcog.2007.04.009, PII S0031320307001835
-
Y. Sun, M. Kamel, A. Wong, and Y. Wang Cost-sensitive boosting for classification of imbalanced data Pattern Recognit. 40 2007 3358 3378 (Pubitemid 47223287)
-
(2007)
Pattern Recognition
, vol.40
, Issue.12
, pp. 3358-3378
-
-
Sun, Y.1
Kamel, M.S.2
Wong, A.K.C.3
Wang, Y.4
-
19
-
-
0002804620
-
A comparative study of cost-sensitive boosting algorithms
-
Ting, K. 2000. A comparative study of cost-sensitive boosting algorithms. In: Proc. 17th Internat. Conf. Machine Learning, pp. 983-990.
-
(2000)
Proc. 17th Internat. Conf. Machine Learning
, pp. 983-990
-
-
Ting, K.1
-
20
-
-
84898979550
-
Fast and robust classification using asymmetric adaboost and a detector cascade
-
Viola, P.; Jones, M. 2002. Fast and robust classification using asymmetric adaboost and a detector cascade. In: Advances in Neural Information Processing Systems 14, pp. 1311-1318.
-
(2002)
Advances in Neural Information Processing Systems
, vol.14
, pp. 1311-1318
-
-
Viola, P.1
Jones, M.2
|