Tectonic discrimination of basalts with classification trees

Geochimica et Cosmochimica Acta

Volumn 70, Issue 7, 2006, Pages 1839-1848

  Vermeesch, Pieter ^a,b  

^a STANFORD UNIVERSITY   (United States)

^b ETH ZURICH   (Switzerland)

Author keywords

[No Author keywords available]

Indexed keywords

BASALT; CLASSIFICATION; TECTONICS;

EID: 33644972730     PISSN: 00167037     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.gca.2005.12.016     Document Type: Article

References (17)

1. J. Aitchison The Statistical Analysis of Compositional Data 1986 Chapman and Hall London
2. L. Breiman J.H. Friedman R. Olshen C. Stone Classification and Regression Trees 1984 Wadsworth Belmont, CA
3. Carreras, X., Marquez, L., 2001. Boosting Trees for Anti-Spam Email Filtering. In: Proceedings of RANLP-01, 4th International Conference on Recent Advances in Natural Language Processing, Tzigov Chark, BG.
4. F. Chayes Ratio Correlation; A Manual for Students of Petrology and Geochemistry 1971 Chicago University Press IL
5. F. Chayes D. Velde On distinguishing basaltic lavas of circumoceanic and oceanic-island type by means of discriminant functions Am. J. Sci. 263 1965 206-222
6. T. Hastie R. Tibshirani J.H. Friedman The Elements of Statistical Learning: Data Mining, Inference, and Prediction 2001 Springer Berlin
7. I. Kushiro H. Kuno Origin of primary basalt magmas and classification of basaltic rocks J. Petrol. 4 1 1963 75-89
8. J.A. Pearce J.R. Cann Ophiolite origin investigated by discriminant analysis using Ti, Zr and Y Earth Planet. Sci. Lett. 12 3 1971 339-349
9. J.A. Pearce J.R. Cann Tectonic setting of basic volcanic rocks determined using trace element analyses Earth Planet. Sci. Lett. 19 2 1973 290-300
10. J.A. Pearce Statistical analysis of major element patterns in basalts J. Petrol. 17 1 1976 15-43
11. B.D. Ripley Pattern Recognition and Neural Networks 1996 Cambridge University Press Cambridge, MA
12. H.R. Rollinson Using Geochemical Data: Evaluation, Presentation, Interpretation 1993 Longman London
13. E. Saccani E. Padoa A. Photiades Triassic mid-ocean ridge basalts from the Argolis Peninsula, Greece: New constraints for the early oceanization phases of the Neo-Thetyan Pindos basin Y. Dilek P.T. Robinson Ophiolites in Earth History Vol. 218 2003 Geological Society 109-127
14. J.W. Shervais T-V plots and the petrogenesis of modern ophiolitic lavas Earth Planet. Sci. Lett. 59 1982 101-118
15. Vermeesch, P., 2006. Tectonic discrimination diagrams revisited. Geochem. Geophys. Geosyst. (in press).
16. D.A. Wood The application of a Th-Hf-Ta diagram to problems of tectonomagmatic classification and to establishing the nature of crustal contamination of basaltic lavas of the British Tertiary volcanic province Earth Planet. Sci. Lett. 50 1 1980 11-30
17. A. Woronow K.M. Love Quantifying and testing differences among means of compositional data Math. Geol. 22 1990 837-852