To select or to weigh: a comparative study of model selection and model weighing for SPODE ensembles

Ying Yang; Geoffrey Webb; Jesus Cerquides; Kevin Burt Korb; Janice Renee Boughton; Kai Ming Ting

doi:10.1007/11871842_50

To select or to weigh: a comparative study of model selection and model weighing for SPODE ensembles

Ying Yang, Geoffrey Webb, Jesus Cerquides, Kevin Burt Korb, Janice Renee Boughton, Kai Ming Ting

Research output: Chapter in Book/Report/Conference proceeding › Conference Paper › Research › peer-review

Original language	English
Title of host publication	Proceedings of the 17th European Conference on Machine Learning (ECML 2006)
Editors	Johannes Furnkranz, Tobias Scheffer, Myra Spiliopoulou
Place of Publication	Germany
Publisher	Springer-Verlag London Ltd.
Pages	533 - 544
Number of pages	12
Volume	4212
DOIs	https://doi.org/10.1007/11871842_50
Publication status	Published - 2006
Event	European Conference on Machine Learning 2006 - Berlin, Germany Duration: 18 Sept 2006 → 22 Sept 2006 Conference number: 17th https://link.springer.com/book/10.1007/11871842 (Proceedings)

Publication series

Name	Lecture Notes in Computer Science
ISSN (Print)	0302-9743

Conference

Conference	European Conference on Machine Learning 2006
Abbreviated title	ECML 2006
Country/Territory	Germany
City	Berlin
Period	18/09/06 → 22/09/06
Internet address	https://link.springer.com/book/10.1007/11871842 (Proceedings)

Access to Document

10.1007/11871842_50

Cite this

Yang, Y., Webb, G., Cerquides, J., Korb, K. B., Boughton, J. R., & Ting, K. M. (2006). To select or to weigh: a comparative study of model selection and model weighing for SPODE ensembles. In J. Furnkranz, T. Scheffer, & M. Spiliopoulou (Eds.), Proceedings of the 17th European Conference on Machine Learning (ECML 2006) (Vol. 4212, pp. 533 - 544). (Lecture Notes in Computer Science). Springer-Verlag London Ltd.. https://doi.org/10.1007/11871842_50

Yang, Ying ; Webb, Geoffrey ; Cerquides, Jesus et al. / To select or to weigh: a comparative study of model selection and model weighing for SPODE ensembles. Proceedings of the 17th European Conference on Machine Learning (ECML 2006). editor / Johannes Furnkranz ; Tobias Scheffer ; Myra Spiliopoulou. Vol. 4212 Germany : Springer-Verlag London Ltd., 2006. pp. 533 - 544 (Lecture Notes in Computer Science).

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title = "To select or to weigh: a comparative study of model selection and model weighing for SPODE ensembles",

author = "Ying Yang and Geoffrey Webb and Jesus Cerquides and Korb, {Kevin Burt} and Boughton, {Janice Renee} and Ting, {Kai Ming}",

year = "2006",

doi = "10.1007/11871842_50",

language = "English",

volume = "4212",

series = "Lecture Notes in Computer Science",

publisher = "Springer-Verlag London Ltd.",

pages = "533 -- 544",

editor = "Johannes Furnkranz and Tobias Scheffer and Myra Spiliopoulou",

booktitle = "Proceedings of the 17th European Conference on Machine Learning (ECML 2006)",

address = "Germany",

note = "European Conference on Machine Learning 2006, ECML 2006 ; Conference date: 18-09-2006 Through 22-09-2006",

url = "https://link.springer.com/book/10.1007/11871842",

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Yang, Y, Webb, G, Cerquides, J, Korb, KB, Boughton, JR & Ting, KM 2006, To select or to weigh: a comparative study of model selection and model weighing for SPODE ensembles. in J Furnkranz, T Scheffer & M Spiliopoulou (eds), Proceedings of the 17th European Conference on Machine Learning (ECML 2006). vol. 4212, Lecture Notes in Computer Science, Springer-Verlag London Ltd., Germany, pp. 533 - 544, European Conference on Machine Learning 2006, Berlin, Berlin, Germany, 18/09/06. https://doi.org/10.1007/11871842_50

To select or to weigh: a comparative study of model selection and model weighing for SPODE ensembles. / Yang, Ying; Webb, Geoffrey; Cerquides, Jesus et al.
Proceedings of the 17th European Conference on Machine Learning (ECML 2006). ed. / Johannes Furnkranz; Tobias Scheffer; Myra Spiliopoulou. Vol. 4212 Germany: Springer-Verlag London Ltd., 2006. p. 533 - 544 (Lecture Notes in Computer Science).

Research output: Chapter in Book/Report/Conference proceeding › Conference Paper › Research › peer-review

TY - GEN

T1 - To select or to weigh: a comparative study of model selection and model weighing for SPODE ensembles

AU - Yang, Ying

AU - Webb, Geoffrey

AU - Cerquides, Jesus

AU - Korb, Kevin Burt

AU - Boughton, Janice Renee

AU - Ting, Kai Ming

N1 - Conference code: 17th

PY - 2006

Y1 - 2006

U2 - 10.1007/11871842_50

DO - 10.1007/11871842_50

M3 - Conference Paper

VL - 4212

T3 - Lecture Notes in Computer Science

SP - 533

EP - 544

BT - Proceedings of the 17th European Conference on Machine Learning (ECML 2006)

A2 - Furnkranz, Johannes

A2 - Scheffer, Tobias

A2 - Spiliopoulou, Myra

PB - Springer-Verlag London Ltd.

CY - Germany

T2 - European Conference on Machine Learning 2006

Y2 - 18 September 2006 through 22 September 2006

ER -

Yang Y, Webb G, Cerquides J, Korb KB, Boughton JR, Ting KM. To select or to weigh: a comparative study of model selection and model weighing for SPODE ensembles. In Furnkranz J, Scheffer T, Spiliopoulou M, editors, Proceedings of the 17th European Conference on Machine Learning (ECML 2006). Vol. 4212. Germany: Springer-Verlag London Ltd. 2006. p. 533 - 544. (Lecture Notes in Computer Science). doi: 10.1007/11871842_50