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Volumn 6913 LNAI, Issue PART 3, 2011, Pages 506-521

Correcting bias in statistical tests for network classifier evaluation

Author keywords

Network classification; Social network analysis

Indexed keywords

NETWORK CLASSIFICATION; NETWORK CLASSIFIERS; NETWORK DATA; NEW STRATEGY; REAL NETWORKS; SIGNIFICANCE TEST; SOCIAL NETWORK ANALYSIS; STATISTICAL POWER; T-TESTS; TYPE I ERROR RATE; TYPE-I ERROR;

EID: 80052400187     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/978-3-642-23808-6_33     Document Type: Conference Paper
Times cited : (4)

References (8)
  • 1
    • 84925604888 scopus 로고    scopus 로고
    • No unbiased estimator of the variance of k-fold crossvalidation
    • Bengio, Y., Grandvalet, Y.: No unbiased estimator of the variance of k-fold crossvalidation. Journal of Machine Learning Research 5, 1089-1105 (2004)
    • (2004) Journal of Machine Learning Research , vol.5 , pp. 1089-1105
    • Bengio, Y.1    Grandvalet, Y.2
  • 2
    • 0000259511 scopus 로고    scopus 로고
    • Approximate statistical tests for comparing supervised classification learning algorithms
    • Dietterich, T.: Approximate statistical tests for comparing supervised classification learning algorithms. Neural Computation 10, 1895-1923 (1998)
    • (1998) Neural Computation , vol.10 , pp. 1895-1923
    • Dietterich, T.1
  • 3
  • 4
    • 34249102504 scopus 로고    scopus 로고
    • Classification in networked data: A toolkit and a univariate case study
    • Macskassy, S., Provost, F.: Classification in networked data: A toolkit and a univariate case study. Journal of Machine Learning Research 8, 935-983 (2007)
    • (2007) Journal of Machine Learning Research , vol.8 , pp. 935-983
    • Macskassy, S.1    Provost, F.2
  • 5
    • 0042847140 scopus 로고    scopus 로고
    • Inference for the generalization error
    • Nadeau, C., Bengio, Y.: Inference for the generalization error. Machine Learning Journal 52(3), 239-281 (2003)
    • (2003) Machine Learning Journal , vol.52 , Issue.3 , pp. 239-281
    • Nadeau, C.1    Bengio, Y.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.