-
1
-
-
4244094239
-
Adult dataset
-
US census bureau
-
US census bureau. Adult dataset. Publicly available from: www.sgi.com/Technology/mlc/db.
-
-
-
-
2
-
-
4243273132
-
Bayesian spatial regression analysis with large datasets
-
ph.d dissertation, university of connecticut
-
D. Agarwal. Bayesian spatial regression analysis with large datasets, ph.d dissertation, university of connecticut, www.research.att.com/~dagarwal. 2001.
-
(2001)
-
-
Agarwal, D.1
-
4
-
-
84942484786
-
Ridge regression: Biased estimation for nonorthogonal problems
-
H. Arthur and K. Robert. Ridge regression: Biased estimation for nonorthogonal problems. Technometrics, 12:55-67, 1970.
-
(1970)
Technometrics
, vol.12
, pp. 55-67
-
-
Arthur, H.1
Robert, K.2
-
5
-
-
0030211964
-
Bagging predictors
-
L. Brieman. Bagging predictors. Machine Learning, 26:123-140, 1996.
-
(1996)
Machine Learning
, vol.26
, pp. 123-140
-
-
Brieman, L.1
-
8
-
-
84899013173
-
Support vector regression machines
-
In Michael C. Mozer, Michael I. Jordan, and Thoms Petsche editors; The MIT Press, Cambridge, MA
-
H. Drucker, C. J. Burges, L. Kaufman, A. Smola, and V. Vapnik. Support vector regression machines. In Michael C. Mozer, Michael I. Jordan, and Thoms Petsche editors, Advances in Neural Information Processing Systems -9-, pages 155-161. The MIT Press, Cambridge, MA, 1997.
-
(1997)
Advances in Neural Information Processing Systems
, Issue.9
, pp. 155-161
-
-
Drucker, H.1
Burges, C.J.2
Kaufman, L.3
Smola, A.4
Vapnik, V.5
-
9
-
-
0003830005
-
Evaluation of simple performance measures for tuning SVM hyperparameters
-
Technical Report, Department of Mechanical Engineering, National University of Singapore
-
K. Duan, S. Keerthi, and A. Poo. Evaluation of simple performance measures for tuning SVM hyperparameters. Technical Report, Department of Mechanical Engineering, National University of Singapore, 2001.
-
(2001)
-
-
Duan, K.1
Keerthi, S.2
Poo, A.3
-
10
-
-
0035789655
-
Empirical bayes screening for multi-item associations
-
San Francisco, CA, USA, August
-
W. DuMouchel and D. Pregibon. Empirical bayes screening for multi-item associations. In Proceedings of the Seventh ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, pages 67-76. San Francisco, CA, USA, August 2001.
-
(2001)
Proceedings of the Seventh ACM SIGKDD International Conference on Knowledge Discovery and Data Mining
, pp. 67-76
-
-
DuMouchel, W.1
Pregibon, D.2
-
12
-
-
0034164230
-
Additive logistic regression: A statistical view of boosting
-
April
-
J. Friedman, T. Hastie, and R. Tibshirani. Additive logistic regression: A statistical view of boosting. The Annals of Statistics, 38(2):337-374, April 2000.
-
(2000)
The Annals of Statistics
, vol.38
, Issue.2
, pp. 337-374
-
-
Friedman, J.1
Hastie, T.2
Tibshirani, R.3
-
13
-
-
0035789613
-
Proximal support vector machine classifiers
-
San Francisco, CA, USA, August
-
G. Fung and O. Mangasarian. Proximal support vector machine classifiers. In Proceedings of the Seventh ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, pages 77-86, San Francisco, CA, USA, August 2001.
-
(2001)
Proceedings of the Seventh ACM SIGKDD International Conference on Knowledge Discovery and Data Mining
, pp. 77-86
-
-
Fung, G.1
Mangasarian, O.2
-
14
-
-
0035789272
-
Data mining with sparse grids using simplicial basis functions
-
San Francisco, CA, USA, August
-
J. Garcke and M. Griebel. Data mining with sparse grids using simplicial basis functions. In Proceedings of the Seventh ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, pages 87-96. San Francisco, CA, USA, August 2001.
-
(2001)
Proceedings of the Seventh ACM SIGKDD International Conference on Knowledge Discovery and Data Mining
, pp. 87-96
-
-
Garcke, J.1
Griebel, M.2
-
16
-
-
0038259114
-
Classes of kernels for machine learning: A statistics perspective
-
M. Genton. Classes of kernels for machine learning: A statistics perspective. Journal of Machine Learning Research, 2:299-312, 2000.
-
(2000)
Journal of Machine Learning Research
, vol.2
, pp. 299-312
-
-
Genton, M.1
-
18
-
-
0000470989
-
Sparse matrices in MATLAB: Design and implementation
-
J. Gilbert, C. Moler, and R. Schreiber. Sparse matrices in MATLAB: Design and implementation. SIAM Journal on Matrix Analysis and Applications, 13(1):333-356, 1992.
-
(1992)
SIAM Journal on Matrix Analysis and Applications
, vol.13
, Issue.1
, pp. 333-356
-
-
Gilbert, J.1
Moler, C.2
Schreiber, R.3
-
19
-
-
0242698122
-
A bayesian view on ridge regression
-
T. Hsaing. A bayesian view on ridge regression. The Statistician, 24:267-268, 1975.
-
(1975)
The Statistician
, vol.24
, pp. 267-268
-
-
Hsaing, T.1
-
24
-
-
0001777975
-
Generalized support vector machines
-
In A. Smola, P. Bartlett, B. Schölkopf, and D. Schuurmans, editors; The MIT Press, Cambridge, MA
-
O. Mangasarian. Generalized support vector machines. In A. Smola, P. Bartlett, B. Schölkopf, and D. Schuurmans, editors, Advances in Large Margin Classifiers, pages 135-146. The MIT Press, Cambridge, MA, 2000.
-
(2000)
Advances in Large Margin Classifiers
, pp. 135-146
-
-
Mangasarian, O.1
-
25
-
-
0002311869
-
Ridge likelihood estimation for generalized linear regression
-
In P. van der Heijden, W. Jensen, B. Francis, and G. Seeber, editors; North Holland Publishing Company (Elseviers), Amsterdam
-
B. Marx, P. Eilers, and E. Smith. Ridge likelihood estimation for generalized linear regression. In P. van der Heijden, W. Jensen, B. Francis, and G. Seeber, editors, Statistical Modeling, pages 227-238. North Holland Publishing Company (Elseviers), Amsterdam, 1992.
-
(1992)
Statistical Modeling
, pp. 227-238
-
-
Marx, B.1
Eilers, P.2
Smith, E.3
-
26
-
-
0003408496
-
UCI repository of machine learning databases
-
P. Murphy and D. Aha. UCI repository of machine learning databases. www.ics.uci.edu/~mleran/MLRepository.html.
-
-
-
Murphy, P.1
Aha, D.2
-
29
-
-
0343188841
-
Meschach: Matrix computations in C
-
D. Stewart and Z. Leyk. Meschach: Matrix computations in C. www.netlib.org/c/meschach.
-
-
-
Stewart, D.1
Leyk, Z.2
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