572 search results - page 99 / 115 » Estimating the Accuracy of Learned Concepts |
102
click to vote
PRL
2007
14 years 9 months ago
2007
Recently, boosting has come to be used widely in object-detection applications because of its impressive performance in both speed and accuracy. However, learning weak classifier...
CIKM
2005
Springer
15 years 3 months ago
2005
Springer
It has long been recognized that capturing term relationships is an important aspect of information retrieval. Even with large amounts of data, we usually only have significant ev...
126
click to vote
KDD
2012
ACM
13 years 1 days ago
2012
ACM
Multi-label learning arises in many real-world tasks where an object is naturally associated with multiple concepts. It is well-accepted that, in order to achieve a good performan...
109
click to vote
GECCO
2007
Springer
15 years 3 months ago
2007
Springer
Credit assignment is a fundamental issue for the Learning Classifier Systems literature. We engage in a detailed investigation of credit assignment in one recent system called UC...
186
click to vote
DAGM
2011
Springer
13 years 9 months ago
2011
Springer
The supervised learning paradigm assumes in general that both training and test data are sampled from the same distribution. When this assumption is violated, we are in the setting...