메뉴 건너뛰기




Volumn 57, Issue 2, 2003, Pages 124-131

Local versus global models for classification problems: Fitting models where it matters

Author keywords

Decision making; Inference; Logistic discrimination; Model fitting; Prediction

Indexed keywords


EID: 0037598692     PISSN: 00031305     EISSN: None     Source Type: Journal    
DOI: 10.1198/0003130031423     Document Type: Article
Times cited : (74)

References (26)
  • 1
    • 0033164667 scopus 로고    scopus 로고
    • Comparing classifiers when the misallocation costs are uncertain
    • Adams, N. M., and Hand, D. J. (1999), "Comparing Classifiers When the Misallocation Costs are Uncertain," Pattern Recognition, 32, 1139-1147.
    • (1999) Pattern Recognition , vol.32 , pp. 1139-1147
    • Adams, N.M.1    Hand, D.J.2
  • 2
    • 0034133182 scopus 로고    scopus 로고
    • Improving the practice of classifier performance assessment
    • _ (2000), "Improving the Practice of Classifier Performance Assessment," Neural Computation, 12, 305-311.
    • (2000) Neural Computation , vol.12 , pp. 305-311
  • 4
    • 0000665540 scopus 로고
    • Some problems connected with statistical inference
    • Cox, D. R. (1958), "Some Problems Connected With Statistical Inference," Annals of Mathematical Statistics, 29, 357-372.
    • (1958) Annals of Mathematical Statistics , vol.29 , pp. 357-372
    • Cox, D.R.1
  • 5
    • 58149321460 scopus 로고
    • Boosting a weak learning algorithm by majority
    • Freund, Y. (1995), "Boosting a Weak Learning Algorithm by Majority," Information and Computation, 121, 256-285.
    • (1995) Information and Computation , vol.121 , pp. 256-285
    • Freund, Y.1
  • 6
    • 0031211090 scopus 로고    scopus 로고
    • A decision-theoretic generalization of online learning and an application to boosting
    • Freund, Y., and Schapire, R. E. (1997), "A Decision-Theoretic Generalization of Online Learning and an Application to Boosting," Journal of Computer and System Sciences, 55, 119-139.
    • (1997) Journal of Computer and System Sciences , vol.55 , pp. 119-139
    • Freund, Y.1    Schapire, R.E.2
  • 7
    • 21744462998 scopus 로고    scopus 로고
    • On bias, variance, 0/1-loss, and the curse of dimensionality
    • Friedman, J. H. (1997), "On Bias, Variance, 0/1-loss, and the Curse of Dimensionality," Data Mining and Knowledge Discovery, 1, 55-77.
    • (1997) Data Mining and Knowledge Discovery , vol.1 , pp. 55-77
    • Friedman, J.H.1
  • 8
    • 0034164230 scopus 로고    scopus 로고
    • Additive logistic regression: A statistical review of boosting
    • Friedman, J. H., Hastie, T., and Tibshirani, R. (2000), "Additive Logistic Regression: A Statistical Review of Boosting," The Annals of Statistics, 28, 337-374.
    • (2000) The Annals of Statistics , vol.28 , pp. 337-374
    • Friedman, J.H.1    Hastie, T.2    Tibshirani, R.3
  • 9
    • 0036020895 scopus 로고    scopus 로고
    • Relative efficiencies of kernel and local likelihood density estimators
    • Hall, P., and Tao, T. (2002), "Relative Efficiencies of Kernel and Local Likelihood Density Estimators," Journal of the Royal Statistical Society, Series B, 64, 537-547.
    • (2002) Journal of the Royal Statistical Society, Series B , vol.64 , pp. 537-547
    • Hall, P.1    Tao, T.2
  • 12
    • 0035480925 scopus 로고    scopus 로고
    • Modelling consumer credit risk
    • _ (2001), "Modelling Consumer Credit Risk," IMA Journal of Management Mathematics, 12, 139-155.
    • (2001) IMA Journal of Management Mathematics , vol.12 , pp. 139-155
  • 13
    • 0000264058 scopus 로고    scopus 로고
    • Defining attributes for scorecard construction
    • Hand, D. J., and Adams, N. M. (2000), "Defining Attributes for Scorecard Construction," Journal of Applied Statistics, 27, 527-540.
    • (2000) Journal of Applied Statistics , vol.27 , pp. 527-540
    • Hand, D.J.1    Adams, N.M.2
  • 15
    • 0030367069 scopus 로고    scopus 로고
    • Locally parametric nonparametric density estimation
    • Hjort, N. L., and Jones, M. C. (1996), "Locally Parametric Nonparametric Density Estimation," The Annals of Statistics, 24, 1619-1647.
    • (1996) The Annals of Statistics , vol.24 , pp. 1619-1647
    • Hjort, N.L.1    Jones, M.C.2
  • 18
    • 0030372807 scopus 로고    scopus 로고
    • Local likelihood density estimation
    • Loader, C. R. (1996), "Local Likelihood Density Estimation," The Annals of Statistics, 24, 1602-1618.
    • (1996) The Annals of Statistics , vol.24 , pp. 1602-1618
    • Loader, C.R.1
  • 21
    • 0000076874 scopus 로고
    • The statistics of linear models: Back to basics
    • Nelder, J. A. (1994), "The Statistics of Linear Models: Back to Basics," Statistics and Computing, 4, 221-234.
    • (1994) Statistics and Computing , vol.4 , pp. 221-234
    • Nelder, J.A.1
  • 23
    • 0025448521 scopus 로고
    • The strength of weak learnability
    • Schapire R. E. (1990), "The Strength of Weak Learnability," Machine Learning, 5, 197-227.
    • (1990) Machine Learning , vol.5 , pp. 197-227
    • Schapire, R.E.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.