1216 search results - page 50 / 244 » Predicting relative performance of classifiers from samples |
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COLING
2002
15 years 11 days ago
2002
In this paper we investigate the task of automatically identifying the correct argument structure for a set of verbs. The argument structure of a verb allows us to predict the rel...
89
Voted
ICPR
2010
IEEE
15 years 3 months ago
2010
IEEE
A new algorithm for performing classification with imperfectly labeled data is presented. The proposed approach is motivated by the insight that the average prediction of a group ...
87
Voted
JMLR
2010
14 years 7 months ago
2010
Many real world applications employ multivariate performance measures and each example can belong to multiple classes. The currently most popular approaches train an SVM for each ...
112
Voted
AI
2005
Springer
15 years 13 days ago
2005
Springer
Abstract. The protein family classification problem, which consists of determining the family memberships of given unknown protein sequences, is very important for a biologist for ...
78
Voted
CVPR
2008
IEEE
16 years 2 months ago
2008
IEEE
In this paper, we present a novel approach to contentsbased image retrieval. The method hinges in the use of quasi-random sampling to retrieve those images in a database which are...