-
2
-
-
0003802343
-
-
New York: Chapman & Hall
-
Breiman, L., Friedman, J. H., Olshen, R. A., and Stone, C. J. (1984), Classification and Regression Trees, New York: Chapman & Hall.
-
(1984)
Classification and Regression Trees
-
-
Breiman, L.1
Friedman, J.H.2
Olshen, R.A.3
Stone, C.J.4
-
3
-
-
0001858087
-
Multivariate Decision Trees
-
Bradley, C. E., and Utgoff, P. E. (199S), "Multivariate Decision Trees," Machine Learning, 19, 45-77.
-
(1995)
Machine Learning
, vol.19
, pp. 45-77
-
-
Bradley, C.E.1
Utgoff, P.E.2
-
5
-
-
41249092227
-
Tree-Based Models
-
eds. J. M. Chambers and T. J. Rustic, New York Chapman & Hall
-
Clark, L. A., and Pregibon, D. (1993), "Tree-Based Models," in Statistical Models in S, eds. J. M. Chambers and T. J. Rustic, New York Chapman & Hall, pp. 377-419.
-
(1993)
Statistical Models in S
, pp. 377-419
-
-
Clark, L.A.1
Pregibon, D.2
-
6
-
-
0001131390
-
Discriminant Analysis by Gaussian Mixtures
-
Hastie, T., and Tibshirani, R. (1996), "Discriminant Analysis by Gaussian Mixtures," Journal of the Royal Statistical Society, Ser. B, 58, 155-176.
-
(1996)
Journal of the Royal Statistical Society, Ser. B
, vol.58
, pp. 155-176
-
-
Hastie, T.1
Tibshirani, R.2
-
7
-
-
21844486429
-
Penalized Discriminant Analysis
-
Hastie, T., Buja, A., and Tibshirani, R. (1995), "Penalized Discriminant Analysis," The Annals of Statistics, 23, 73-102.
-
(1995)
The Annals of Statistics
, vol.23
, pp. 73-102
-
-
Hastie, T.1
Buja, A.2
Tibshirani, R.3
-
8
-
-
84948746712
-
Flexible Discriminant Analysis by Optimal Scoring
-
Hastie, T., Tibshirani, R., and Buja, A. (1994), "Flexible Discriminant Analysis by Optimal Scoring," Journal of the American Statistical Association, 89, 1255-1270.
-
(1994)
Journal of the American Statistical Association
, vol.89
, pp. 1255-1270
-
-
Hastie, T.1
Tibshirani, R.2
Buja, A.3
-
10
-
-
0027580356
-
Very Simple Classification Rules Perform Well on Most Commonly Used Datasets
-
Holte, R. C. (1993), "Very Simple Classification Rules Perform Well on Most Commonly Used Datasets," Machine Learning, 11, 63-90.
-
(1993)
Machine Learning
, vol.11
, pp. 63-90
-
-
Holte, R.C.1
-
11
-
-
1542573450
-
Classification Trees with Unbiased Multiway Splits
-
Kim, H., and Loh, W.-Y. (2001), "Classification Trees with Unbiased Multiway Splits," Journal of the American Statistical Association, 96, 598-604.
-
(2001)
Journal of the American Statistical Association
, vol.96
, pp. 598-604
-
-
Kim, H.1
Loh, W.-Y.2
-
13
-
-
0031521937
-
Polychotomous Regression
-
Kooperberg, C., Bose, S., and Stone, C. J. (1997), "Polychotomous Regression," Journal of the American Statistical Association, 92, 117-127.
-
(1997)
Journal of the American Statistical Association
, vol.92
, pp. 117-127
-
-
Kooperberg, C.1
Bose, S.2
Stone, C.J.3
-
14
-
-
0034274591
-
A Comparison of Prediction Accuracy, Complexity, and Training Time of Thirty-Three Old and New Classification Algorithms
-
Lim, T.-S., Loh, W.-Y., and Shih, Y.-S. (2000), "A Comparison of Prediction Accuracy, Complexity, and Training Time of Thirty-Three Old and New Classification Algorithms," Machine Learning, 40, 203-228.
-
(2000)
Machine Learning
, vol.40
, pp. 203-228
-
-
Lim, T.-S.1
Loh, W.-Y.2
Shih, Y.-S.3
-
15
-
-
0009442583
-
1993 New Car Data
-
Lock, R. H. (1993), "1993 New Car Data," Journal of Statistics Education, http://www.amstat.org/publications/jse/v1n1/datasets.lock.html.
-
(1993)
Journal of Statistics Education
-
-
Lock, R.H.1
-
16
-
-
0031312210
-
Split Selection Methods for Classification Trees
-
Loh, W.-Y, and Shih, Y.-S. (1997), "Split Selection Methods for Classification Trees," Statistica Sinica, 7, 815-840.
-
(1997)
Statistica Sinica
, vol.7
, pp. 815-840
-
-
Loh, W.-Y.1
Shih, Y.-S.2
-
17
-
-
84950459261
-
Tree-Structured Classification via Generalized Discriminant Analysis
-
Loh, W.-Y., and Vanichsetakul, N. (1988), "Tree-Structured Classification via Generalized Discriminant Analysis" (with discussion). Journal of the American Statistical Association, 83, 715-728.
-
(1988)
Journal of the American Statistical Association
, vol.83
, pp. 715-728
-
-
Loh, W.-Y.1
Vanichsetakul, N.2
-
18
-
-
0141952585
-
The Decision Tree Algorithm CAL5 Based on a Statistical Approach to its Splitting Algorithm
-
eds. G. Nakhaeizadeh and C. Taylor, New York: Wiley
-
Müller, W., and Wysotzki, F. (1997), The Decision Tree Algorithm CAL5 Based on a Statistical Approach to its Splitting Algorithm," in Machine Learning and Statistics: The Interface, eds. G. Nakhaeizadeh and C. Taylor, New York: Wiley, pp. 45-65.
-
(1997)
Machine Learning and Statistics: The Interface
, pp. 45-65
-
-
Müller, W.1
Wysotzki, F.2
-
19
-
-
0003408496
-
-
University of California, Irvine, Department of Information and Computer Science
-
Murphy, P. M., and Aha, D. W. (1994), "UCI Repository of Machine Learning Databases," University of California, Irvine, Department of Information and Computer Science; http://www.ics.uci.edu/̃mlearn/MLRepository.html.
-
(1994)
UCI Repository of Machine Learning Databases
-
-
Murphy, P.M.1
Aha, D.W.2
-
20
-
-
0000229628
-
A System for Induction of Oblique Decision Trees
-
Murthy, S. K., Kasif, S., and Salzberg, S. (1994), "A System for Induction of Oblique Decision Trees," Journal of Artificial Intelligence Research, 2, 1-33.
-
(1994)
Journal of Artificial Intelligence Research
, vol.2
, pp. 1-33
-
-
Murthy, S.K.1
Kasif, S.2
Salzberg, S.3
-
22
-
-
0002997755
-
Neural Networks and Statistical Models
-
Cary, NC: SAS Institute, Inc.
-
Sarle, W. S. (1994), "Neural Networks and Statistical Models," in Proceedings of the Nineteenth Annual SAS Users Groups International Conference, Cary, NC: SAS Institute, Inc., pp. 1538-1550.
-
(1994)
Proceedings of the Nineteenth Annual SAS Users Groups International Conference
, pp. 1538-1550
-
-
Sarle, W.S.1
-
24
-
-
0025651706
-
Multisurface Method of Pattern Separation for Medical Diagnosis Applied to Breast Cytology
-
Wolberg, W. H., and Mangasarian, O. L. (1990), "Multisurface Method of Pattern Separation for Medical Diagnosis Applied to Breast Cytology," in Proceedings of the National Academy of Sciences, 87, 9193-9196.
-
(1990)
Proceedings of the National Academy of Sciences
, vol.87
, pp. 9193-9196
-
-
Wolberg, W.H.1
Mangasarian, O.L.2
|