메뉴 건너뛰기




Volumn 7042 LNCS, Issue , 2011, Pages 355-362

New results on minimum error entropy decision trees

Author keywords

decision trees; entropy of error; node split criteria

Indexed keywords

ALTERNATIVE ALGORITHMS; ENTROPY-OF-ERROR; ERROR ENTROPY; ERROR PERFORMANCE; NEW RESULTS; NODE SPLIT CRITERIA; REAL-WORLD DATASETS;

EID: 81855161442     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/978-3-642-25085-9_42     Document Type: Conference Paper
Times cited : (1)

References (12)
  • 5
    • 0000900996 scopus 로고    scopus 로고
    • A Bound on the Error of Cross Validation Using the Approximation and Estimation Rates, with Consequences for the Training-Test Split
    • Kearns, M.: A Bound on the Error of Cross Validation Using the Approximation and Estimation Rates, with Consequences for the Training-Test Split. Neural Computation 9, 1143-1161 (1997)
    • (1997) Neural Computation , vol.9 , pp. 1143-1161
    • Kearns, M.1
  • 6
    • 25144494760 scopus 로고    scopus 로고
    • Prediction Error Estimation: A Comparison of Resampling Methods
    • Molinaro, A.M., Simon, R., Pfeiffer, R.M.: Prediction Error Estimation: A Comparison of Resampling Methods. Bioinformatics 21, 3301-3307 (2005)
    • (2005) Bioinformatics , vol.21 , pp. 3301-3307
    • Molinaro, A.M.1    Simon, R.2    Pfeiffer, R.M.3
  • 7
    • 29644438050 scopus 로고    scopus 로고
    • Statistical Comparisons of Classifiers over Multiple Data Sets
    • Demšar, J.: Statistical Comparisons of Classifiers over Multiple Data Sets. J. of Machine Learning Research 7, 1-30 (2006)
    • (2006) J. of Machine Learning Research , vol.7 , pp. 1-30
    • Demšar, J.1
  • 8
    • 77549084648 scopus 로고    scopus 로고
    • Advanced Nonparametric Tests for Multiple Comparisons in the Design of Experiments in Computational Intelligence and Data Mining: Experimental Analysis of Power
    • García, S., Fernández, A., Luengo, J., Herrera, F.: Advanced Nonparametric Tests for Multiple Comparisons in the Design of Experiments in Computational Intelligence and Data Mining: Experimental Analysis of Power. Information Sciences 180, 2044-2064 (2010)
    • (2010) Information Sciences , vol.180 , pp. 2044-2064
    • García, S.1    Fernández, A.2    Luengo, J.3    Herrera, F.4
  • 10
    • 27144463192 scopus 로고    scopus 로고
    • On Comparing Classifiers: Pitfalls to Avoid and a Recommended Approach
    • Salzberg, S.L.: On Comparing Classifiers: Pitfalls to Avoid and a Recommended Approach. Data Mining and Knowledge Discovery 1, 317-328 (1997)
    • (1997) Data Mining and Knowledge Discovery , vol.1 , pp. 317-328
    • Salzberg, S.L.1
  • 11
    • 84867530100 scopus 로고    scopus 로고
    • Building Simple Models: A Case Study with Decision Trees
    • Advances in Intelligent Data Analysis Reasoning about Data
    • Jensen, D., Oates, T., Cohen, P.R.: Building Simple Models: A Case Study with Decision Trees. In: Liu, X., Cohen, P., Berthold, M. (eds.) IDA 1997. LNCS, vol. 1280, pp. 211-222. Springer, Heidelberg (1997) (Pubitemid 127109845)
    • (1997) LECTURE NOTES IN COMPUTER SCIENCE , Issue.1280 , pp. 211-222
    • Jensen, D.1    Oates, T.2    Cohen, P.R.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.