메뉴 건너뛰기




Volumn 6332 LNAI, Issue , 2010, Pages 16-26

A similarity-based adaptation of naive Bayes for label ranking: Application to the metalearning problem of algorithm recommendation

Author keywords

[No Author keywords available]

Indexed keywords

K-NEAREST NEIGHBOUR (K-NN); LEARNING PROBLEM; METALEARNING; NAIVE BAYES; NAIVE BAYES CLASSIFICATION ALGORITHM; RANKING PROBLEMS; RELATIVE PERFORMANCE; RESEARCH COMMUNITIES;

EID: 78650122268     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/978-3-642-16184-1_2     Document Type: Conference Paper
Times cited : (23)

References (17)
  • 2
    • 0037361994 scopus 로고    scopus 로고
    • Ranking Learning Algorithms: Using IBL and Meta-Learning on Accuracy and Time Results
    • Brazdil, P., Soares, C., Costa, J.: Ranking Learning Algorithms: Using IBL and Meta-Learning on Accuracy and Time Results. Machine Learning 50(3), 251-277 (2003)
    • (2003) Machine Learning , vol.50 , Issue.3 , pp. 251-277
    • Brazdil, P.1    Soares, C.2    Costa, J.3
  • 7
    • 0031269184 scopus 로고    scopus 로고
    • On the optimality of the simple bayesian classifier under zero-one loss
    • Domingos, P., Pazzani, M.: On the optimality of the simple bayesian classifier under zero-one loss. Machine learning 29(2), 103-130 (1997)
    • (1997) Machine Learning , vol.29 , Issue.2 , pp. 103-130
    • Domingos, P.1    Pazzani, M.2
  • 8
    • 84869128840 scopus 로고    scopus 로고
    • Constraint Classification: A New Approach to Multiclass Classification
    • Cesa-Bianchi, N., Numao, M., Reischuk, R. (eds.) ALT 2002. Springer, Heidelberg
    • Har-Peled, S., Roth, D., Zimak, D.: Constraint Classification: A New Approach to Multiclass Classification. In: Cesa-Bianchi, N., Numao, M., Reischuk, R. (eds.) ALT 2002. LNCS (LNAI), vol. 2533, p. 365. Springer, Heidelberg (2002)
    • (2002) LNCS (LNAI) , vol.2533 , pp. 365
    • Har-Peled, S.1    Roth, D.2    Zimak, D.3
  • 10
    • 3142750924 scopus 로고    scopus 로고
    • Cranking: Combining Rankings Using Conditional Probability Models on Permutations
    • Morgan Kaufmann Publishers Inc., San Francisco
    • Lebanon, G., Lafferty, J.: Cranking: Combining Rankings Using Conditional Probability Models on Permutations. In: Proceedings of the Nineteenth International Conference on Machine Learning, p. 370. Morgan Kaufmann Publishers Inc., San Francisco (2002)
    • (2002) Proceedings of the Nineteenth International Conference on Machine Learning , pp. 370
    • Lebanon, G.1    Lafferty, J.2
  • 12
    • 2642574503 scopus 로고    scopus 로고
    • R Development Core Team: R: R Foundation for Statistical Computing, Vienna, Austria ISBN 3-900051-07-0
    • R Development Core Team: R: A Language and Environment for Statistical Computing. R Foundation for Statistical Computing, Vienna, Austria (2008) ISBN 3-900051-07-0
    • (2008) A Language and Environment for Statistical Computing
  • 13
    • 1642276856 scopus 로고    scopus 로고
    • A meta-learning method to select the kernel width in support vector regression
    • Soares, C., Brazdil, P., Kuba, P.: A meta-learning method to select the kernel width in support vector regression. Machine Learning 54, 195-209 (2004)
    • (2004) Machine Learning , vol.54 , pp. 195-209
    • Soares, C.1    Brazdil, P.2    Kuba, P.3
  • 14
    • 66149178152 scopus 로고    scopus 로고
    • Ph.D. thesis, Department of Computer Science, Faculty of Sciences, University of Porto supervisors: Pavel Brazdil and Joaquim Pinto da Costa
    • Soares, C.: Learning Rankings of Learning Algorithms. Ph.D. thesis, Department of Computer Science, Faculty of Sciences, University of Porto (2004); supervisors: Pavel Brazdil and Joaquim Pinto da Costa, http://www.liaad.up.pt/ pub/2004/Soa04
    • (2004) Learning Rankings of Learning Algorithms
    • Soares, C.1
  • 15
    • 85086950688 scopus 로고    scopus 로고
    • Ranking with predictive clustering trees
    • Elomaa, T., Mannila, H., Toivonen, H. (eds.) ECML 2002. Springer, Heidelberg
    • Todorovski, L., Blockeel, H., Dzeroski, S.: Ranking with predictive clustering trees. In: Elomaa, T., Mannila, H., Toivonen, H. (eds.) ECML 2002. LNCS (LNAI), vol. 2430, pp. 123-137. Springer, Heidelberg (2002)
    • (2002) LNCS (LNAI) , vol.2430 , pp. 123-137
    • Todorovski, L.1    Blockeel, H.2    Dzeroski, S.3
  • 17
    • 33846853978 scopus 로고    scopus 로고
    • Bayesian interpretation of a distance function for navigating high-dimensional descriptor spaces
    • Vogt, M., Godden, J., Bajorath, J.: Bayesian interpretation of a distance function for navigating high-dimensional descriptor spaces. Journal of Chemical Information and Modeling 47(1), 39-46 (2007)
    • (2007) Journal of Chemical Information and Modeling , vol.47 , Issue.1 , pp. 39-46
    • Vogt, M.1    Godden, J.2    Bajorath, J.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.