-
1
-
-
0030235637
-
Error reduction through learning multiple descriptions
-
Ali, K. M., and Pazzani, M. J. Error reduction through learning multiple descriptions. Machine Learning, 24(3):173-202, 1996.
-
(1996)
Machine Learning
, vol.24
, Issue.3
, pp. 173-202
-
-
Ali, K.M.1
Pazzani, M.J.2
-
2
-
-
0037889369
-
Interaction of feature selection methods and linear classification models
-
Sydney, AU
-
Brank, J., Grobelnik, M., Milic-Frayling, N., and Mladenic, D. Interaction of feature selection methods and linear classification models. In Proceedings of the ICML-02 Workshop on Text Learning, Sydney, AU, 2002.
-
(2002)
Proceedings of the ICML-02 Workshop on Text Learning
-
-
Brank, J.1
Grobelnik, M.2
Milic-Frayling, N.3
Mladenic, D.4
-
3
-
-
0030211964
-
Bagging predictors
-
Breiman, L. Bagging predictors. Machine Learning 24(2):123-140, 1996.
-
(1996)
Machine Learning
, vol.24
, Issue.2
, pp. 123-140
-
-
Breiman, L.1
-
6
-
-
9444297357
-
SMOTEBoost: Improving prediction of the minority class in boosting
-
Springer, Berlin, New York
-
Chawla, N. V., Lazarevic, A., Hall, L, O., and Bowyer, K. W. SMOTEBoost: Improving prediction of the minority class in boosting. In 7th European Conference on Principles and Practice of Knowledge Discovery in Databases, Springer, Berlin, New York, 107-119, 2003.
-
(2003)
7th European Conference on Principles and Practice of Knowledge Discovery in Databases
, pp. 107-119
-
-
Chawla, N.V.1
Lazarevic, A.2
Hall, L.O.3
Bowyer, K.W.4
-
7
-
-
80053403826
-
Ensemble methods in machine learning
-
J. Kittler and F. Roli (Ed.), Springer Verlag, New York, NY, USA
-
st Intl. Workshop on Multiple Classifier Systems, 1-15, Springer Verlag, New York, NY, USA, 2000.
-
(2000)
st Intl. Workshop on Multiple Classifier Systems
, pp. 1-15
-
-
Dietterich, T.G.1
-
8
-
-
85105809948
-
Inductive learning algorithms and representations for text categorization
-
ACM Press New York, NY, USA
-
Dumais, S., Platt, J., Heckerman, D., and Sahami, M. Inductive learning algorithms and representations for text categorization. In Proc. 7th Intl. Conf. on Information and knowledge management, ACM Press New York, NY, USA, 148-155, 1998.
-
(1998)
Proc. 7th Intl. Conf. on Information and Knowledge Management
, pp. 148-155
-
-
Dumais, S.1
Platt, J.2
Heckerman, D.3
Sahami, M.4
-
9
-
-
0030419058
-
Experiments with a new boosting algorithm
-
Morgan Kaufmann, San Francisco, CA, USA
-
th ICML, Morgan Kaufmann, San Francisco, CA, USA, 325-332, 1996.
-
(1996)
th ICML
, pp. 325-332
-
-
Freund, Y.1
Schapire, R.E.2
-
10
-
-
0038167128
-
-
Kluwer Academic Publishers, Norwell, MA, USA
-
Joachims, T. Learning to Classify Text Using Support Vector Machines: Methods, Theory and Algorithms, Kluwer Academic Publishers, Norwell, MA, USA, 2002.
-
(2002)
Learning to Classify Text Using Support Vector Machines: Methods, Theory and Algorithms
-
-
Joachims, T.1
-
11
-
-
9444254319
-
SVM-based filtering of E-mail spam with content-specific misclassification costs
-
Kolcz, A., and Alspector, J. SVM-based filtering of E-mail spam with content-specific misclassification costs. In Proc. ICDM-2001 Workshop on Text Mining, 2001.
-
(2001)
Proc. ICDM-2001 Workshop on Text Mining
-
-
Kolcz, A.1
Alspector, J.2
-
12
-
-
0001972236
-
Addressing the curse of imbalanced training sets: Biased selection
-
Morgan Kaufmann, San Francisco, CA, USA
-
th ICML, Morgan Kaufmann, San Francisco, CA, USA, 179-186, 1997.
-
(1997)
th ICML
, pp. 179-186
-
-
Kubat, M.1
Matwin, S.2
-
13
-
-
85142688646
-
Newsweeder: Learning to filter netnews
-
th ICML. 331-339, 1995.
-
(1995)
th ICML
, pp. 331-339
-
-
Lang, L.1
-
15
-
-
84876811202
-
RCV1: A new benchmark collection for text categorization research
-
Lewis, D. D., Yang, Y., Rose, T. G., and Li, Fan. RCV1: A new benchmark collection for text categorization research. Journal of Machine Learning Research, 2004(5):361-397, 2004.
-
(2004)
Journal of Machine Learning Research
, vol.2004
, Issue.5
, pp. 361-397
-
-
Lewis, D.D.1
Yang, Y.2
Rose, T.G.3
Li, F.4
-
17
-
-
0002551285
-
Feature selection for unbalanced class distribution and naïve Bayes
-
Morgan Kaufmann, San Francisco, CA, USA
-
Mladenic, D., and Grobelnik, M. Feature selection for unbalanced class distribution and naïve Bayes. In Proc. 16th ICML, Morgan Kaufmann, San Francisco, CA, USA, 1999.
-
(1999)
Proc. 16th ICML
-
-
Mladenic, D.1
Grobelnik, M.2
-
18
-
-
0030651099
-
Feature selection, perception learning, and a usability case study for text categorization
-
ACM Press, New York, NY
-
th ACM SIGIR, 67-73, ACM Press, New York, NY, 1997.
-
(1997)
th ACM SIGIR
, pp. 67-73
-
-
Ng, H.T.1
Goh, W.B.2
Low, K.L.3
-
19
-
-
45549117987
-
Term-weighting approaches in automatic text retrieval
-
Salton, G., and Buchley, C. Term-weighting approaches in automatic text retrieval. Information Processing & Management, 24(5):513-523, 1988.
-
(1988)
Information Processing & Management
, vol.24
, Issue.5
, pp. 513-523
-
-
Salton, G.1
Buchley, C.2
-
21
-
-
0003790115
-
The effect of class distribution on classifier learning: An empirical study
-
Dept. of Computer Science, Rutgers University, New Brunswick, NJ
-
Weiss, G. M., and Provost, F. The effect of class distribution on classifier learning: An empirical study. Technical Report ML-TR-44, Dept. of Computer Science, Rutgers University, New Brunswick, NJ, 2001.
-
(2001)
Technical Report ML-TR
, vol.44
-
-
Weiss, G.M.1
Provost, F.2
-
22
-
-
0001700195
-
A neural network approach to topic sporting
-
Wiener, E., Pedersen, L O., and Weigend, A. S. A neural network approach to topic sporting. In Proc. of the Symp. on Document Analysis and Information Retrieval, 317-332, 1995.
-
(1995)
Proc. of the Symp. on Document Analysis and Information Retrieval
, pp. 317-332
-
-
Wiener, E.1
Pedersen, L.O.2
Weigend, A.S.3
|