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Volumn , Issue , 2012, Pages 975-978

Early stopping for mutual information based feature selection

Author keywords

[No Author keywords available]

Indexed keywords

COMPUTATIONAL TIME; EARLY STOPPING; HIGH-DIMENSIONAL; HIGH-DIMENSIONAL IMAGES; MUTUAL INFORMATIONS; PRACTICAL USE; PREDICTIVE PERFORMANCE;

EID: 84874574393     PISSN: 10514651     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper
Times cited : (4)

References (9)
  • 1
    • 84874557580 scopus 로고    scopus 로고
    • Mash project (massive sets of heuristics)
    • Mash project (massive sets of heuristics). http://mash-project.eu/.
  • 2
    • 84863403768 scopus 로고    scopus 로고
    • Conditional likelihood maximisation: A unifying framework for information theoretic feature selection
    • G. Brown, A. Pocock, M. Zhao, and M. Luján. Conditional likelihood maximisation: A unifying framework for information theoretic feature selection. Journal of Machine Learning Research, 13(1):26-66, 2012.
    • (2012) Journal of Machine Learning Research , vol.13 , Issue.1 , pp. 26-66
    • Brown, G.1    Pocock, A.2    Zhao, M.3    Luján, M.4
  • 4
    • 33645690579 scopus 로고    scopus 로고
    • Fast binary feature selection with conditional mutual information
    • F. Fleuret. Fast binary feature selection with conditional mutual information. JMLR, 5:1531-1555, 2004.
    • (2004) JMLR , vol.5 , pp. 1531-1555
    • Fleuret, F.1
  • 8
    • 0041877169 scopus 로고    scopus 로고
    • Estimation of entropy and mutual information
    • L. Paninski. Estimation of entropy and mutual information. Neural Computation, 15(6):1191-1253, 2003.
    • (2003) Neural Computation , vol.15 , Issue.6 , pp. 1191-1253
    • Paninski, L.1
  • 9
    • 0033281701 scopus 로고    scopus 로고
    • Improved boosting algorithms using confidence-rated predictions
    • R. Schapire and Y. Singer. Improved boosting algorithms using confidence-rated predictions. Machine learning, 37(3):297-336, 1999.
    • (1999) Machine Learning , vol.37 , Issue.3 , pp. 297-336
    • Schapire, R.1    Singer, Y.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.