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Volumn 4874 LNAI, Issue , 2007, Pages 87-98

An iterative process for building learning curves and predicting relative performance of classifiers

Author keywords

[No Author keywords available]

Indexed keywords

ALGORITHMS; CLASSIFICATION (OF INFORMATION); CURVE FITTING; LEARNING SYSTEMS; PROBLEM SOLVING;

EID: 38349041762     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/978-3-540-77002-2_8     Document Type: Conference Paper
Times cited : (19)

References (15)
  • 1
    • 79952558120 scopus 로고    scopus 로고
    • Bensussan, H., Giraud-Carrier, C.: Discovering task neighbourhoods through landmark learning performances. In: Zighed, A.D.A.,Komorowski, J., Zytkow, J.M. (eds.) PKDD 2000. LNCS (LNAI), 1910, pp. 325-330. Springer, Heidelberg (2000)
    • Bensussan, H., Giraud-Carrier, C.: Discovering task neighbourhoods through landmark learning performances. In: Zighed, A.D.A.,Komorowski, J., Zytkow, J.M. (eds.) PKDD 2000. LNCS (LNAI), vol. 1910, pp. 325-330. Springer, Heidelberg (2000)
  • 3
    • 0037361994 scopus 로고    scopus 로고
    • Ranking learning algorithms: Using ibl and metar learning on accuracy and time results
    • Brazdil, P., Soares, C., Costa, J.: Ranking learning algorithms: Using ibl and metar learning on accuracy and time results. Machine Learning 50, 251-277 (2003)
    • (2003) Machine Learning , vol.50 , pp. 251-277
    • Brazdil, P.1    Soares, C.2    Costa, J.3
  • 4
    • 85149612939 scopus 로고
    • Fast effective rule induction
    • Prieditis, A, Russell, S, eds, Tahoe City, CA, July 9-12, pp, Morgan Kaufmann, San Francisco
    • Cohen, W.W.: Fast effective rule induction. In. Prieditis, A., Russell, S. (eds.) Proc. of the 12th International Conference on Machine Learning, Tahoe City, CA, July 9-12, pp. 115-123. Morgan Kaufmann, San Francisco (1995)
    • (1995) Proc. of the 12th International Conference on Machine Learning , pp. 115-123
    • Cohen, W.W.1
  • 8
    • 0000521473 scopus 로고
    • Ridge estimators in logistic regression
    • le Cessie, S., van Houwelingen, J.: Ridge estimators in logistic regression. Applied Statistics 41(1), 191-201 (1992)
    • (1992) Applied Statistics , vol.41 , Issue.1 , pp. 191-201
    • le Cessie, S.1    van Houwelingen, J.2
  • 11
    • 38349033911 scopus 로고    scopus 로고
    • Metal project site
    • Metal project site (1999), http://www.metal-kdd.org/
    • (1999)
  • 12
    • 1242268938 scopus 로고    scopus 로고
    • Tree induction vs. logistic regression: A learning-curve analysis
    • Perlich, C., Provost, F., Simonoff, J.S.: Tree induction vs. logistic regression: a learning-curve analysis. J. Mach. Learn. Res. 4, 211-255 (2003)
    • (2003) J. Mach. Learn. Res , vol.4 , pp. 211-255
    • Perlich, C.1    Provost, F.2    Simonoff, J.S.3
  • 14
    • 84867773113 scopus 로고    scopus 로고
    • Soares, C., Petrak, J., Brazdil, P.: Sampling-based relative landmarks; Systematically test-driving algorithms before choosing. In: Brazdil, P.B., Jorge, A.M. (eds.) EPIA 2001. LNCS (LNAI), 2258, pp. 88-94. Springer, Heidelberg (2001)
    • Soares, C., Petrak, J., Brazdil, P.: Sampling-based relative landmarks; Systematically test-driving algorithms before choosing. In: Brazdil, P.B., Jorge, A.M. (eds.) EPIA 2001. LNCS (LNAI), vol. 2258, pp. 88-94. Springer, Heidelberg (2001)


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.