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Volumn 4509 LNAI, Issue , 2007, Pages 171-179

Cost-sensitive decision trees with pre-pruning

Author keywords

[No Author keywords available]

Indexed keywords

ALGORITHMS; COST EFFECTIVENESS; DATA STRUCTURES;

EID: 37249037628     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/978-3-540-72665-4_15     Document Type: Conference Paper
Times cited : (11)

References (22)
  • 1
    • 37249045684 scopus 로고    scopus 로고
    • Margineantu, D, Methods for Cost-Sensitive Learning. PhD thesis, Oregon State University
    • Margineantu, D.: Methods for Cost-Sensitive Learning. PhD thesis, Oregon State University
  • 4
    • 31344442851 scopus 로고    scopus 로고
    • Training cost-sensitive neural networks with methods addressing the class imbalance problem
    • Zhou, Z.H., Liu, X.Y.: Training cost-sensitive neural networks with methods addressing the class imbalance problem. IEEE Transactions on Knowledge and Data Engineering 18(1) (2006) 63-77
    • (2006) IEEE Transactions on Knowledge and Data Engineering , vol.18 , Issue.1 , pp. 63-77
    • Zhou, Z.H.1    Liu, X.Y.2
  • 5
    • 0000865580 scopus 로고
    • Cost-sensitive classification: Empirical evaluation of a hybrid genetic decision tree induction algorithm
    • Turney, P.: Cost-sensitive classification: Empirical evaluation of a hybrid genetic decision tree induction algorithm. Journal of Artificial Intelligence Research 2 (1995) 369-409
    • (1995) Journal of Artificial Intelligence Research , vol.2 , pp. 369-409
    • Turney, P.1
  • 7
    • 26944475562 scopus 로고    scopus 로고
    • Cost-sensitive ensemble of support vector machines for effective detectionof microcalcification in breast cancer diagnosis
    • Peng, Y., Huang, Q., Jiang, P., Jiang, J.: Cost-sensitive ensemble of support vector machines for effective detectionof microcalcification in breast cancer diagnosis. Lecture Notes in Computer Science 3614 (2005) 483-493
    • (2005) Lecture Notes in Computer Science , vol.3614 , pp. 483-493
    • Peng, Y.1    Huang, Q.2    Jiang, P.3    Jiang, J.4
  • 18
    • 0027580356 scopus 로고
    • Very simple classification rules perform well on most commonly used datasets
    • Holte, R.: Very simple classification rules perform well on most commonly used datasets. Machine Learning 11 (1993) 63-91
    • (1993) Machine Learning , vol.11 , pp. 63-91
    • Holte, R.1
  • 22
    • 0003408496 scopus 로고    scopus 로고
    • Department of Information and Computer Science, University of California
    • Blake, C., Keogh, E., Merz, C.: Uci repository of machine learning databases. Department of Information and Computer Science, University of California (1998) http://www.ics.uci.edu/~mlearn/MLRepository.html.
    • (1998) Uci repository of machine learning databases
    • Blake, C.1    Keogh, E.2    Merz, C.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.