References
- Helma , C. and Kramer , S. 2003 . Bioinformatics , 19 : 1179
- Rosenkranz , H.S. and Cunningham , A.R. 2001 . SAR QSAR Environ. Res. , 12 : 267
- Tong , W. , Xia , Q. , Hong , H. , Shi , L. , Fang , H. and Perkins , R. 2004 . Environ. Health Perspect. , 112 : 1249
- Alon , U. , Barkai , N. , Notterman , D.A. , Gish , K. , Ybarra , S. , Mack , D. and Levine , A.J. 1999 . Proc. Natl. Acad. Sci. , 96 : 6745
- Golub , T. , Slonim , D. , Tamayo , P. , Huard , C. , Gassenbeek , M. , Mesirov , J. , Coller , H. , Loh , M. , Downing , J. , Caligiuri , M. , Bloomfield , C. and Lander , E. 1999 . Science , 286 : 531
- Petricoin , E.F. , Ardekani , A.M. , Hitt , B.A. , Levine , P.J. , Fusaro , V.A. , Steinberg , S.M. , Mills , G.B. , Simone , C. , Fishman , D.A. , Kohn , E.C. and Liotta , L.A. 2002 . Lancet , 359 : 572
- Arena , V.C. , Sussman , N.B. , Mazumdar , S. , Yu , S. and Macina , O.T. 2004 . SAR QSAR Environ. Res. , 15 : 1
- Kubat , M and Matwin , S . Proceedings of the 14th International conference on Machine Learning . pp. 179 – 186 . San Francisco, CA : Morgan Kaufmann .
- Provost , F . The AAAI’2000 Workshop on Imbalanced Data Sets . Technical Report WS-00-05 .
- Chawla , N.V. , Bowyer , K.W. , Hall , L.O. and Kegelmeyer , W.P. 2002 . J. Artif. Intell. Res. , 16 : 321
- Ling , C and Li , C . Proceedings of the 4th International Conference on Knowledge Discovery and Data Mining (KDD-98) . New York : AAAI Press .
- Chen , J.J. , Tsai , C.A. , Young , J.F. and Kodell , R.L. 2005 . SAR QSAR Environ. Res. , 16 : 517
- Provost , F , Fawcett , T and Kohavi , R . Proceedings of the Fifteenth International Conference on Machine Learning . pp. 445 – 453 . Madison, WI : Morgan Kaufmann .
- Bradley , A.P. 1997 . Pattern Recognition , 30 : 1145
- Provost , F. and Fawcett , T. 2001 . Mach. Learn. , 42 : 203
- Hastie , T. , Tibshirani , R.T. and Friedman , J. 2001 . The Elements of Statistical Learning: Data Mining, Inference, and Prediction , Springer .
- Brieman , L. , Friedman , J.H. , Olshen , R.A. , Stone , C.J. , Steinberg , D. and Colla , P. 1995 . CART: Classification and Regression Trees , CA : Stanford .
- Swets , J.A. 1988 . Science , 240 : 1285
- Zweig , M.H. and Campbell , G. 1993 . Clin. Chem. , 39 : 561
- Huberty , C.J. 1994 . Applied Discriminant Analysis , New York : J. Wiley & Sons .
- Gold , L.S. , Slone , T.H. , Manley , N.B. , Garfinkel , G.B. , Hudes , E.S. , Rohrbach , L. and Ames , B.N. 1991 . Environ. Health Perspect. , 96 : 11
- Young , J.F. , Tong , W. , Fang , H. , Xie , Q. , Pearce , B. , Hashemi , R. , Beger , R.D. , Cheeseman , M.A. , Chen , J.J. , Chang , Y.I. and Kodell , R.L. 2004 . J. Toxicol. Environ. Health, Part A , 67 : 1363
- Blair , R. , Fang , H. , Branham , W.S. , Hass , B. , Dial , S.L. , Moland , C.L. , Tong , W. , Shi , L. , Perkins , R. and Sheehan , D.M. 2000 . Toxicol. Sci. , 54 : 138
- Ambroise , C. and McLachlan , G. 2002 . Proc. Natl. Acad. Sci. , 99 : 6562