-
1
-
-
33750939148
-
The UCI KDD archive of large data sets for data mining research and experimentation
-
Bay, S. D.; Kibler, D.; Pazzani, M. J.; and Smyth, P. 2000. The UCI KDD archive of large data sets for data mining research and experimentation. SIGKDD Explorations. 2(2): 14.
-
(2000)
SIGKDD Explorations
, vol.2
, Issue.2
, pp. 14
-
-
Bay, S.D.1
Kibler, D.2
Pazzani, M.J.3
Smyth, P.4
-
2
-
-
0003408496
-
-
University of California, Irvine, CA
-
Blake, C. L., and Merz, C. J. 1998. UCI repository of machine learning databases, University of California, Irvine, CA. www.ics.uci.edu/~mlearn/ MLRepository.html.
-
(1998)
UCI repository of machine learning databases
-
-
Blake, C.L.1
Merz, C.J.2
-
3
-
-
0031829312
-
Precis of statistical significance: Rationale, validity, and utility
-
Chow, S. L. 1998. Precis of statistical significance: Rationale, validity, and utility. Behavioral And Brain Sciences 21:169-239.
-
(1998)
Behavioral And Brain Sciences
, vol.21
, pp. 169-239
-
-
Chow, S.L.1
-
4
-
-
0039802908
-
The earth is round (p ¿ .05)
-
Cohen, J. 1994. The earth is round (p ¿ .05). American Psychologist 49:997-1003.
-
(1994)
American Psychologist
, vol.49
, pp. 997-1003
-
-
Cohen, J.1
-
6
-
-
2342622786
-
Leave-one-out error, stability, and generalization of voting combination of classifiers
-
Evgeniou, T.; Pontil, M.; and Elisseeff, A. 2004. Leave-one-out error, stability, and generalization of voting combination of classifiers. Machine Learning 55(1):71-97.
-
(2004)
Machine Learning
, vol.55
, Issue.1
, pp. 71-97
-
-
Evgeniou, T.1
Pontil, M.2
Elisseeff, A.3
-
7
-
-
33845997377
-
-
Ferri, C, Flach, P, Hernndez-Orallo, J, and Lachiche, N, eds
-
Ferri, C.; Flach, P.; Hernndez-Orallo, J.; and Lachiche, N., eds. 2004. ECAI 2004 Workshop on ROC Analysis in AI.
-
(2004)
ECAI 2004 Workshop on ROC Analysis in AI
-
-
-
10
-
-
0023049334
-
Confidence intervals rather than p values: Estimation rather than hypothesis testing
-
Gardner, M., and Altman, D. G. 1986. Confidence intervals rather than p values: estimation rather than hypothesis testing. British Medical Journal 292:746-750.
-
(1986)
British Medical Journal
, vol.292
, pp. 746-750
-
-
Gardner, M.1
Altman, D.G.2
-
11
-
-
0033454314
-
The insignificance of null hypothesis significance testing
-
Gill, J., and Meier, K. 1999. The insignificance of null hypothesis significance testing. Political Research Quarterly 647-674.
-
(1999)
Political Research Quarterly
, pp. 647-674
-
-
Gill, J.1
Meier, K.2
-
12
-
-
33846018349
-
A review of machine learning at AAAI-87
-
Greiner, R.; Silver, B.; Becker, S.; and Gruninger, M. 1988. A review of machine learning at AAAI-87. Machine Learning 3(1):79-92.
-
(1988)
Machine Learning
, vol.3
, Issue.1
, pp. 79-92
-
-
Greiner, R.1
Silver, B.2
Becker, S.3
Gruninger, M.4
-
13
-
-
84993697599
-
The notion of the hypothetical universe
-
Chicago: Aldine. chapter 4
-
Hagood, M. J. 1941. The notion of the hypothetical universe. In The Significance Test Controversy: A Reader. Chicago: Aldine. chapter 4, 65-78.
-
(1941)
The Significance Test Controversy: A Reader
, pp. 65-78
-
-
Hagood, M.J.1
-
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(1):63-91.
-
(1993)
Machine Learning
, vol.11
, Issue.1
, pp. 63-91
-
-
Holte, R.C.1
-
15
-
-
0033907286
-
Multiple comparisons in induction algorithms
-
Jensen, D. D., and Cohen, P. R. 2000. Multiple comparisons in induction algorithms. Machine Learning 38(3):309-338.
-
(2000)
Machine Learning
, vol.38
, Issue.3
, pp. 309-338
-
-
Jensen, D.D.1
Cohen, P.R.2
-
16
-
-
0032808670
-
The insignificance of statistical significance testing
-
Johnson, D. H. 1999. The insignificance of statistical significance testing. Journal of Wildlife Management 63(3):763-772.
-
(1999)
Journal of Wildlife Management
, vol.63
, Issue.3
, pp. 763-772
-
-
Johnson, D.H.1
-
19
-
-
84974776937
-
Guest editor's introduction: The comprehensibility manifesto
-
Kodratoff, Y. 1994. Guest editor's introduction: The comprehensibility manifesto. AI Communications 7(2).
-
(1994)
AI Communications
, vol.7
, Issue.2
-
-
Kodratoff, Y.1
-
20
-
-
1642452775
-
Machine learning as an experimental science
-
Langley, P. 1988. Machine learning as an experimental science. Machine Learning 3:5-8.
-
(1988)
Machine Learning
, vol.3
, pp. 5-8
-
-
Langley, P.1
-
22
-
-
33846007206
-
-
Margineantu, D, Schumann, J, and Drumheller, M, eds
-
Margineantu, D.; Schumann, J.; and Drumheller, M., eds. 2004. Proceedings of the NIPS Workshop on Verification, Validation, and Testing of Learning Systems.
-
(2004)
Proceedings of the NIPS Workshop on Verification, Validation, and Testing of Learning Systems
-
-
-
23
-
-
0002212028
-
The problem is epistemology, not statistics: Replace significance tests by confidence intervals and quantify accuracy of risky numerical predictions
-
Mahwah, NJ: Erlbaum, chapter 14
-
Meehl, P. E. 1997. The problem is epistemology, not statistics: Replace significance tests by confidence intervals and quantify accuracy of risky numerical predictions. In What If There Were No Significance Tests? Mahwah, NJ: Erlbaum, chapter 14, 393-25.
-
(1997)
What If There Were No Significance Tests
, pp. 393-325
-
-
Meehl, P.E.1
-
24
-
-
0000942050
-
A theory and methodology of inductive learning
-
Michalski, R. S. 1983. A theory and methodology of inductive learning. Artificial Intelligence 20:111-161.
-
(1983)
Artificial Intelligence
, vol.20
, pp. 111-161
-
-
Michalski, R.S.1
-
27
-
-
0002711488
-
The data analysis dilemma: Ban or abandon, a review of null hypothesis significance testing
-
Nix, T. W., and Barnette, J. J. 1998. The data analysis dilemma: Ban or abandon, a review of null hypothesis significance testing. Research In The Schools 5(2):3-14.
-
(1998)
Research In The Schools
, vol.5
, Issue.2
, pp. 3-14
-
-
Nix, T.W.1
Barnette, J.J.2
-
28
-
-
33845985560
-
-
Oblinger, D, Lau, T, Gil, Y, and Bauer, M, eds
-
Oblinger, D.; Lau, T.; Gil, Y.; and Bauer, M., eds. 2005. AAAI Workshop on Human Comprehensible Machine Learning.
-
(2005)
AAAI Workshop on Human Comprehensible Machine Learning
-
-
-
29
-
-
85041528332
-
Reducing misclassification costs
-
Pazzani, M.; Merz, C.; Murphy, P.; Ali, K.; Hume, T.; and Brunk, C. 1994. Reducing misclassification costs. In Proceedings of the Eleventh International Conference on Machine Learning, 217-225.
-
(1994)
Proceedings of the Eleventh International Conference on Machine Learning
, pp. 217-225
-
-
Pazzani, M.1
Merz, C.2
Murphy, P.3
Ali, K.4
Hume, T.5
Brunk, C.6
-
30
-
-
0035283313
-
Robust classification for imprecise environments
-
Provost, F., and Fawcett, T. 2001. Robust classification for imprecise environments. Machine Learning 42:203-231.
-
(2001)
Machine Learning
, vol.42
, pp. 203-231
-
-
Provost, F.1
Fawcett, T.2
-
33
-
-
0032001170
-
Learning in the "real world
-
Saitta, L., and Neri, F. 1998. Learning in the "real world". Machine Learning 30(2-3):133-163.
-
(1998)
Machine Learning
, pp. 133-163
-
-
Saitta, L.1
Neri, F.2
-
34
-
-
27144463192
-
On comparing classifiers: Pitfalls to avoid and a recommended approach
-
Salzberg, S. L. 1997. On comparing classifiers: Pitfalls to avoid and a recommended approach. Data Mining and Knowledge Discovery 1:317-327.
-
(1997)
Data Mining and Knowledge Discovery
, vol.1
, pp. 317-327
-
-
Salzberg, S.L.1
-
35
-
-
0000724985
-
Statistical significance testing and cumulative knowledge in psychology: Implications for training of researchers
-
Schmidt, F. L. 1996. Statistical significance testing and cumulative knowledge in psychology: Implications for training of researchers. Psychological Methods 1(2):115-129.
-
(1996)
Psychological Methods
, vol.1
, Issue.2
, pp. 115-129
-
-
Schmidt, F.L.1
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