-
5
-
-
0003802343
-
-
Wadsworth International Group
-
Breiman, L., Friedman, J. H., Olshen, R. A. & Stone, C. J. (1984), Classification and Regression Trees, Wadsworth International Group.
-
(1984)
Classification and Regression Trees
-
-
Breiman, L.1
Friedman, J.H.2
Olshen, R.A.3
Stone, C.J.4
-
6
-
-
0006500676
-
Greedy attribute selection
-
W. W. Cohen & H. Hirsh, eds, Morgan Kaufmann
-
Caruana, R. & Freitag, D. (1994), Greedy attribute selection, in W. W. Cohen & H. Hirsh, eds, "Machine Learning: Proceedings of the Eleventh International Conference," Morgan Kaufmann.
-
(1994)
Machine Learning: Proceedings of the Eleventh International Conference
-
-
Caruana, R.1
Freitag, D.2
-
7
-
-
34249966007
-
The CN2 induction algorithm
-
Clark, P. & Niblett, T. (1989), "The CN2 induction algorithm," MLJ 3(4), 261-283.
-
(1989)
MLJ
, vol.3
, Issue.4
, pp. 261-283
-
-
Clark, P.1
Niblett, T.2
-
10
-
-
84950461478
-
Estimating the error rate of a prediction rule: Improvement on crossvalidation
-
Efron, B. (1983), "Estimating the error rate of a prediction rule: improvement on crossvalidation," Journal of the American Statistical Association 78(382), 316-330.
-
(1983)
Journal of the American Statistical Association
, vol.78
, Issue.382
, pp. 316-330
-
-
Efron, B.1
-
11
-
-
0015403290
-
Optimal binary identification procedures
-
Garey, M. R. (1972), "Optimal binary identification procedures," Siam Journal on Applied Mathematics 23, 173-186.
-
(1972)
Siam Journal on Applied Mathematics
, vol.23
, pp. 173-186
-
-
Garey, M.R.1
-
13
-
-
0020154199
-
Application of information theory to the construction of efficient decision trees
-
Hartmann, C. R. P., Varshney, P. K., Mehrotra, K. G. &: Gerberich, C. L. (1982), "Application of information theory to the construction of efficient decision trees," IEEE Transactions on information theory IT-28(4), 565-577.
-
(1982)
IEEE Transactions on information theory
, vol.IT-28
, Issue.4
, pp. 565-577
-
-
Hartmann, C.R.P.1
Varshney, P.K.2
Mehrotra, K.G.3
Gerberich, C.L.4
-
14
-
-
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
-
15
-
-
0001815269
-
Constructing optimal binary decision trees is NP-complete
-
Hyafil, L. & Rivest, R. L. (1976), "Constructing optimal binary decision trees is NP-complete," Information Processing Letters 5(1), 15-17.
-
(1976)
Information Processing Letters
, vol.5
, Issue.1
, pp. 15-17
-
-
Hyafil, L.1
Rivest, R.L.2
-
17
-
-
85099325734
-
Irrelevant features and the subset selection problem
-
Morgan Kaufmann
-
John, G., Kohavi, R. Pfleger, K. (1994), Irrelevant features and the subset selection problem, in "Machine Learning: Proceedings of the Eleventh International Conference," Morgan Kaufmann, pp. 121-129. Available by anonymous ftp from: starry.Stanford.EDU: pub/ronnyk/ml94.ps.
-
(1994)
Machine Learning: Proceedings of the Eleventh International Conference
, pp. 121-129
-
-
John, G.1
Kohavi, R.2
Pfleger, K.3
-
18
-
-
0009338015
-
Bottom-up induction of oblivious, read-once decision graphs
-
Kohavi, R. (1994a), Bottom-up induction of oblivious, read-once decision graphs, in "Proceedings of the European Conference on Machine Learning." Available by anonymous ftp from starry.Stanford.EDU: pub/ronnyk/euroML94.ps.
-
(1994)
Proceedings of the European Conference on Machine Learning
-
-
Kohavi, R.1
-
19
-
-
0028565943
-
Bottom-up induction of oblivious, read-once decision graphs: Strengths and limitations
-
Kohavi, R. (1994), Bottom-up induction of oblivious, read-once decision graphs: strengths and limitations, in "Twelfth National Conference on Artificial Intelligence," pp. 613-618. Available by anonymous ftp from Starry.Stanford.EDU: pub/ronnyk/aaai94.ps.
-
(1994)
Twelfth National Conference on Artificial Intelligence
, pp. 613-618
-
-
Kohavi, R.1
-
20
-
-
85169587869
-
Feature subset selection as search with probabilistic estimates
-
Kohavi, R. (1994c), Feature subset selection as search with probabilistic estimates, in "AAAI Fall Symposium on Relevance," pp. 122-126. Available by anonymous ftp from: starry.Stanford.EDU: pub/ronnyk/aaai Symposium94.ps.
-
(1994)
AAAI Fall Symposium on Relevance
, pp. 122-126
-
-
Kohavi, R.1
-
22
-
-
0001901666
-
Induction of selective bayesian classifiers
-
Morgan Kaufmann, Seattle, WA
-
Langley, P. & Sage, S. (1994), Induction of selective bayesian classifiers, in "Proceedings of the Tenth Conference on Uncertainty in Artificial Intelligence," Morgan Kaufmann, Seattle, WA, pp. 399-406.
-
(1994)
Proceedings of the Tenth Conference on Uncertainty in Artificial Intelligence
, pp. 399-406
-
-
Langley, P.1
Sage, S.2
-
23
-
-
0001923944
-
Hoeffding races: Accelerating model selection search for classification and function approximation
-
Morgan Kaufmann
-
Maron, O. & Moore, A. W. (1994), Hoeffding races: Accelerating model selection search for classification and function approximation, in "Advances in Neural Information Processing Systems," Vol. 6, Morgan Kaufmann.
-
(1994)
Advances in Neural Information Processing Systems
, vol.6
-
-
Maron, O.1
Moore, A.W.2
-
26
-
-
85104260032
-
Efficient algorithms for minimizing cross validation error
-
in W. W. Cohen & H. Hirsh, eds, Morgan Kaufmann
-
Moore, A. W. & Lee, M. S. (1994), Efficient algorithms for minimizing cross validation error, in W. W. Cohen & H. Hirsh, eds, "Machine Learning: Proceedings of the Eleventh International Conference," Morgan Kaufmann.
-
(1994)
Machine Learning: Proceedings of the Eleventh International Conference
-
-
Moore, A.W.1
Lee, M.S.2
-
27
-
-
2342512684
-
An empirical investigation of brute force to choose features, smoothers and function approximators
-
Moore, A. W., Hill, D. J. & Johnson, M. P. (1992), An empirical investigation of brute force to choose features, smoothers and function approximators, in "Computational Learning Theory and Natural Learning Systems Conference."
-
(1992)
Computational Learning Theory and Natural Learning Systems Conference
-
-
Moore, A.W.1
Hill, D.J.2
Johnson, M.P.3
-
30
-
-
33645286585
-
Decision tables-a rough sets approach
-
Pawlak, Z. (1987), "Decision tables-a rough sets approach," Bull, of EATCS 33, 85-96.
-
(1987)
Bull, of EATCS
, vol.33
, pp. 85-96
-
-
Pawlak, Z.1
-
31
-
-
0004174560
-
-
Kluwer Academic Publishers
-
Pawlak, Z. (1991), Rough Sets, Kluwer Academic Publishers.
-
(1991)
Rough Sets
-
-
Pawlak, Z.1
-
32
-
-
0024038052
-
Rough sets: Probabilistic versus deterministic approach
-
Pawlak, Z., Wong, S. & Ziarko, W. (1988), "Rough sets: Probabilistic versus deterministic approach," Internation Journal of Man Machine Studies 29, 81-95.
-
(1988)
Internation Journal of Man Machine Studies
, vol.29
, pp. 81-95
-
-
Pawlak, Z.1
Wong, S.2
Ziarko, W.3
-
33
-
-
33744584654
-
Induction of decision trees
-
Reprinted in Shavlik and Dietterich (eds.) Readings in Machine Learning
-
Quinlan, J. R. (1986), "Induction of decision trees," Machine Learning 1, 81-106. Reprinted in Shavlik and Dietterich (eds.) Readings in Machine Learning.
-
(1986)
Machine Learning
, vol.1
, pp. 81-106
-
-
Quinlan, J.R.1
-
35
-
-
3142602167
-
Conversion of limited-entry decision tables to optimal computer programs i: Minimum average processing time
-
Reinwald, L. T. & Soland, R. M. (1966), "Conversion of limited-entry decision tables to optimal computer programs i: Minimum average processing time," Journal of the ACM 13(3), 339-358.
-
(1966)
Journal of the ACM
, vol.13
, Issue.3
, pp. 339-358
-
-
Reinwald, L.T.1
Soland, R.M.2
-
36
-
-
84943347240
-
Conversion of limited-entry decision tables to optimal computer programs ii: Minimum storage requirement
-
Reinwald, L. T. & Soland, R. M. (1967), "Conversion of limited-entry decision tables to optimal computer programs ii: Minimum storage requirement," Journal of the ACM 14(4), 742-755.
-
(1967)
Journal of the ACM
, vol.14
, Issue.4
, pp. 742-755
-
-
Reinwald, L.T.1
Soland, R.M.2
-
37
-
-
0003444648
-
-
MIT Press, chapter 8
-
Rumelhart, D. E., Hinton, G. E. &; Williams, R. J. (1986), Learning Internal Representations by Error Propagation, MIT Press, chapter 8.
-
(1986)
Learning Internal Representations by Error Propagation
-
-
Rumelhart, D.E.1
Hinton, G.E.2
Williams, R.J.3
-
39
-
-
0016962124
-
The synthetic approach to decision table conversion
-
Schumacher, H. & Sevcik, K. C. (1976), "The synthetic approach to decision table conversion," Communications of the ACM 19(6), 343-351.
-
(1976)
Communications of the ACM
, vol.19
, Issue.6
, pp. 343-351
-
-
Schumacher, H.1
Sevcik, K.C.2
-
40
-
-
21144474350
-
Linear model seletion via cross-validation
-
Shao, J. (1993), "Linear model seletion via cross-validation," Journal of the American Statistical Association 88(422), 486-494.
-
(1993)
Journal of the American Statistical Association
, vol.88
, Issue.422
, pp. 486-494
-
-
Shao, J.1
-
42
-
-
0000629975
-
Cross-validatory choice and assessment of statistical predictions
-
Stone, M. (1974), "Cross-validatory choice and assessment of statistical predictions," Journal of the Royal Statistical Society B 36, 111-147.
-
(1974)
Journal of the Royal Statistical Society B
, vol.36
, pp. 111-147
-
-
Stone, M.1
-
43
-
-
0003612091
-
-
Paramount Publishing International
-
Taylor, C., Michie, D. & Spiegalhalter, D. (1994), Machine Learning, Neural and Statistical Classification, Paramount Publishing International.
-
(1994)
Machine Learning, Neural and Statistical Classification
-
-
Taylor, C.1
Michie, D.2
Spiegalhalter, D.3
-
47
-
-
0003932630
-
-
Morgan Kaufmann, San Mateo, CA
-
Weiss, S. M. & Kulikowski, C. A. (1991), Computer Systems that Learn, Morgan Kaufmann, San Mateo, CA.
-
(1991)
Computer Systems that Learn
-
-
Weiss, S.M.1
Kulikowski, C.A.2
-
48
-
-
5844353311
-
-
Technical report, The Santa Fe Institute, Santa Fe, NM
-
Wolpert, D. H. (1994), The relationship between PAC, the statistical physics framework, the Bayesian framework, and the VC framework, Technical report, The Santa Fe Institute, Santa Fe, NM.
-
(1994)
The relationship between PAC, the statistical physics framework, the Bayesian framework, and the VC framework
-
-
Wolpert, D.H.1
-
49
-
-
0010491659
-
On the distributional properties of model selection criteria
-
Zhang, P. (1992), "On the distributional properties of model selection criteria," Journal of the American Statistical Association 87(419), 732-737.
-
(1992)
Journal of the American Statistical Association
, vol.87
, Issue.419
, pp. 732-737
-
-
Zhang, P.1
-
50
-
-
0002211529
-
The discovery, analysis, and representation of data dependencies in databases
-
in G. Piatetsky-Shapiro &; W. Frawley, eds, MIT Press
-
Ziarko, W. (1991), The discovery, analysis, and representation of data dependencies in databases, in G. Piatetsky-Shapiro &; W. Frawley, eds, "Knowledge Discovery in Databases," MIT Press.
-
(1991)
Knowledge Discovery in Databases
-
-
Ziarko, W.1
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