Agrégation d'arbres de classification

B. Ghattas

Revue de Statistique Appliquée (2000)

  • Volume: 48, Issue: 2, page 85-98
  • ISSN: 0035-175X

How to cite

top

Ghattas, B.. "Agrégation d'arbres de classification." Revue de Statistique Appliquée 48.2 (2000): 85-98. <http://eudml.org/doc/106482>.

@article{Ghattas2000,
author = {Ghattas, B.},
journal = {Revue de Statistique Appliquée},
language = {fre},
number = {2},
pages = {85-98},
publisher = {Société française de statistique},
title = {Agrégation d'arbres de classification},
url = {http://eudml.org/doc/106482},
volume = {48},
year = {2000},
}

TY - JOUR
AU - Ghattas, B.
TI - Agrégation d'arbres de classification
JO - Revue de Statistique Appliquée
PY - 2000
PB - Société française de statistique
VL - 48
IS - 2
SP - 85
EP - 98
LA - fre
UR - http://eudml.org/doc/106482
ER -

References

top
  1. [1] Bel L., Bellanger L., Bonneau V., Ciuperca G., Dacunha-Castelle D., Deniau C., Ghattas B., Misiti M., Misiti Y., Oppen-Heim G., Poggi J-M., Tomassone R. (1999) Eléments de comparaison de prévisions statistiques des pics d' ozone.À paraître dans la Revue de Statistique Appliquée. 
  2. [2] Breiman L., Friedman J.H., Olshen R., Stone C.J. (1984) Classification And Regression Trees, Wadsworth, Belmont CA. Zbl0541.62042MR726392
  3. [3] Breiman L., Heuristic of instability and stabilization in model selection, (1996a) The Annals of Statistics, Vol 24, N°6, pp. 2350-2383 Zbl0867.62055MR1425957
  4. [4] Breiman L. (1996b) Bagging Predictors, Machine Learning, 24, pp. 123-140 Zbl0858.68080
  5. [5] Breiman L. (1998) Arcing Classifiers. The Annals of Statistics, Vol 26, N°3, pp. 801- 849 Zbl0934.62064MR1635406
  6. [6] Freund, Y. and Schapire R. (1995) A decision-theoretic generalization of on-line learning and an application to boosting. Journal of Computer and System Sciences55 (1) : 119- 139. Zbl0880.68103MR1473055
  7. [7] Freund, Y. and Schapire R. (1996) Experiments with a new boosting algorithm, Machine Learning: Proceedings of the Thirteenth Jnternational Conference, pp. 148- 156 
  8. [8] Ghattas B. (1999) Prévisions des pics d'ozone par arbres de régression simples et agrégés par bootstrap. Revue de Statistique Appliquée47, 2, 61- 80. 
  9. [9] Gueguen A., J.-P. Nakache (1988), Méthode de discrimination basée sur la construction d'un arbre binaire, Revue de Statistique Appliquée36, 1, 19- 37. 
  10. [10] Kohavi R. and Wolpert D.H.(1996) Bias Plus Variance Decomposition for Zero-One Loss Functions, Machine Learning : Proceedings of the Thirteenth International Conference, pp. 275-283. 

NotesEmbed ?

top

You must be logged in to post comments.

To embed these notes on your page include the following JavaScript code on your page where you want the notes to appear.

Only the controls for the widget will be shown in your chosen language. Notes will be shown in their authored language.

Tells the widget how many notes to show per page. You can cycle through additional notes using the next and previous controls.

    
                

Note: Best practice suggests putting the JavaScript code just before the closing </body> tag.