1216 search results - page 117 / 244 » Predicting relative performance of classifiers from samples |
ICML
2002
IEEE
14 years 10 months ago
2002
IEEE
Classification of email is an important everyday task for a large and growing number of users. This paper describes the machine learning approaches underlying the i-ems (Intellige...
DAS
2006
Springer
14 years 22 days ago
2006
Springer
An efficient adaptive document classification and categorization approach is proposed for personal file creation corresponding to user's specific needs and profile. This kind ...
CSL
2002
Springer
13 years 9 months ago
2002
Springer
In this paper we present an approach to recognition confidence scoring and a set of techniques for integrating confidence scores into the understanding and dialogue components of ...
BIBM
2008
IEEE
14 years 3 months ago
2008
IEEE
The study of gene function is critical in various genomic and proteomic fields. Due to the availability of tremendous amounts of different types of protein data, integrating thes...
JMLR
2010
13 years 3 months ago
2010
Reliable estimation of the classification performance of learned predictive models is difficult, when working in the small sample setting. When dealing with biological data it is ...