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ICML
1998
IEEE
14 years 11 months ago
The Case against Accuracy Estimation for Comparing Induction Algorithms
We analyze critically the use of classi cation accuracy to compare classi ers on natural data sets, providing a thorough investigation using ROC analysis, standard machine learnin...
Foster J. Provost, Tom Fawcett, Ron Kohavi
WWW
2007
ACM
14 years 11 months ago
Towards environment generated media: object-participation-type weblog in home sensor network
The environment generated media (EGM) are defined here as being generated from a massive amount of and/or incomprehensible environmental data by compressing them into averages or ...
Takuya Maekawa, Yutaka Yanagisawa, Takeshi Okadome
WWW
2006
ACM
14 years 11 months ago
Predictive modeling of first-click behavior in web-search
Search engine results are usually presented in some form of text summary (e.g., document title, some snippets of the page's content, a URL, etc). Based on the information con...
Maeve O'Brien, Mark T. Keane, Barry Smyth
WWW
2006
ACM
14 years 11 months ago
Finding visual concepts by web image mining
We propose measuring "visualness" of concepts with images on the Web, that is, what extent concepts have visual characteristics. This is a new application of "Web i...
Keiji Yanai, Kobus Barnard
EACL
2009
ACL Anthology
14 years 11 months ago
Deriving Generalized Knowledge from Corpora Using WordNet Abstraction
ion Benjamin Van Durme, Phillip Michalak and Lenhart K. Schubert Department of Computer Science University of Rochester Rochester, NY 14627, USA Existing work in the extraction of...
Benjamin Van Durme, Phillip Michalak, Lenhart Schu...