CAIMAN brothers: A family of powerful classification and class modeling techniques

Chemometrics and Intelligent Laboratory Systems

Volumn 96, Issue 2, 2009, Pages 239-245

  Forina, M ^a   Casale, M ^a   Oliveri, P ^a   Lanteri, S ^a  

^a UNIVERSITY OF GENOA   (Italy)

Author keywords

Class modeling; Classification; Leverage; Mahalanobis distance

Indexed keywords

ARTICLE; CLASSIFICATION ALGORITHM; CLASSIFICATION AND INFLUENCE MATRIX ANALYSIS; EVALUATION; PERFORMANCE; PREDICTION; PRIORITY JOURNAL;

EID: 64249165139     PISSN: 01697439     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.chemolab.2009.02.006     Document Type: Article

References (12)

1. Todeschini R., Ballabio D., Consonni V., Mauri A., and Pavan M. Chemom. Intell. Lab. Syst. 87 (2007) 3-17
2. Belsley D.A., Kuh E., and Welsch R.E. Regression Diagnostics: Identifying Influential Data and Sources of Collinearity (1981), Wiley, N.Y.
3. Wold S., and Sjöström M. In: Kowalski B.R. (Ed). Chemometrics: Theory and Applications, ACS Symposium Series 52 (1977), American Chemical Society 243-282
4. Mazerolles G., Devaux M.F., Dufour E., Qannari E.M., and Courcoux P. Chemom. Intell. Lab. Syst. 63 (2002) 57-68
5. Derde M.P., and Massart D.L. Anal. Chim. Acta 184 (1986) 33-51
6. Hotelling H. In: Eisenhart C., Hastay M.W., and Wallis W.A. (Eds). Techniques of Statistical Analysis (1947), McGraw-Hill, N.Y. 111-184
7. Forina M., Oliveri P., Lanteri S., and Casale M. Chemom. Intell. Lab. Syst. 93 (2008) 132-148
8. Jiang J.H., Wang J.H., Chu X., and Yu R.Q. Anal. Chim. Acta 336 (1996) 209-222
9. Mager P.P. Design Statistics in Pharmacochemistry (1991), Research Studies Press, Letchworth 493
10. Forina M., Armanino C., Castino M., and Ubigli M. Vitis 25 (1986) 189-201
11. Mager P.P. Design Statistics in Pharmacochemistry 520 (1991), Research Studies Press, Letchworth 311
12. Armanino C., Lanteri S., Forina M., Balsamo A., Migliardi M., and Cenderelli G. Chemom. Intell. Lab. Syst. 5 (1989) 335-341