Complete validation for classification and class modeling procedures with selection of variables and/or with additional computed variables

Chemometrics and Intelligent Laboratory Systems

Volumn 102, Issue 2, 2010, Pages 110-122

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

^a UNIVERSITY OF GENOA   (Italy)

Author keywords

Class modeling; Classification; Validation

Indexed keywords

OIL; OLIVE OIL;

ARTICLE; CALCULATION; CHEMOMETRICS; CLASSIFICATION; COVARIANCE; EVALUATION; PERFORMANCE; PREDICTION; PREDICTOR VARIABLE; PRIORITY JOURNAL; RED WINE; SENSITIVITY AND SPECIFICITY; VALIDATION PROCESS; VARIANCE; WINE;

EID: 77953612301     PISSN: 01697439     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.chemolab.2010.04.011     Document Type: Article

References (24)

1. Kennard R.W., Stone L.A. Technometrics 1969, 11:137-148.
2. Snee R.D. Technometrics 1977, 19:415-428.
3. Martin J.K., Hirschberg D.S. Technical Report No. 96-22 1996, University of California, Irvine.
4. Forina M., Lanteri S., Rosso S. Chemom. Intell. Lab. Syst. 2001, 57:121-132.
5. Massart D.L., Vandeginste B.G.M., Buydens L.M.C., De Jong S., Lewi P.J., Smeyers-Verbeke J. Handbook of Chemometrics and Qualimetrics 1998, 280. Elsevier Science Publ., Amsterdam, Part A.
6. Todeschini R., Ballabio D., Consonni V., Mauri A., Pavan M. Chemom. Intell. Lab. Syst. 2007, 87:3-17.
7. Forina M., Casale M., Oliveri P., Lanteri S. Chemom. Intell. Lab. Syst. 2009, 96:239-245.
8. Forina M., Casale M., Oliveri P. Application of Chemometrics to Food Chemistry. Comprehensive Chemometrics 2009, Volume 4:75-128. Elsevier, Oxford.
9. Forina M., Armanino C., Castino M., Ubigli M. Vitis 1986, 25:189-201.
10. Aeberhard S., Coomans D., De Vel O. J. Chemom. 1993, 7:99-105.
11. Todeschini R. Anal. Chim. Acta 1997, 348:419-430.
12. Li T.H.S., Guo N.R., Kuo C.L. Eng. Appl. Artif. Intell. 2005, 18:297-306.
13. Deters H.G., Timm W., Nattkemper T.W. Brain, Minds & Media 2006, 2.
14. Fraley C., Raftery A.E. J. Stat. Softw. 2007, 18:1-13.
15. Forina M., Lanteri S., Casale M., Cerrato Oliveros M.C. Chemom. Intell. Lab. Syst. 2007, 87:262-274.
16. Robinson W.S. Am. Ant. 1951, 16:293.
17. Forina M., Boggia R., Casale M. Ann. Chim. (Rome) 2007, 97:615-633.
18. Forina M., Tiscornia E. Ann. Chim. (Rome) 1982, 72:143-155.
19. Forina M., Armanino C. Ann. Chim. (Rome) 1982, 72:127-141.
20. Forina M., Armanino C., Lanteri S., Tiscornia E., Russwurm H. Food Research and Data Analysis 1983, 189-214. H. Martens (Ed.).
21. Zupan J., Novic M., Li X., Gasteiger J. Anal. Chim. Acta 1994, 292:219-234.
22. Harper A.M., Duewer D.L., Kowalski B.R., Fashing J.L. ARTHUR and Experimental Data Analysis. ACS Symposium Series 52 1977, American Chemical Society Publ. B.R. Kowalski (Ed.).
23. Hotelling H. Techniques of Statistical Analysis 1947, 111-184. McGraw-Hill, N.Y. C. Eisenhart, M.W. Hastay, W.A. Wallis (Eds.).
24. Derde M.P., Massart D.L. Anal. Chim. Acta 1986, 184:33-51.