2884 search results - page 254 / 577 » Evaluating learning algorithms and classifiers |
140
Voted
JMLR
2008
15 years 15 days ago
2008
Log-linear and maximum-margin models are two commonly-used methods in supervised machine learning, and are frequently used in structured prediction problems. Efficient learning of...
108
Voted
EOR
2007
15 years 14 days ago
2007
The purpose of this paper is to learn the order of criteria of lexicographic decision under various reasonable assumptions. We give a sample evaluation and an oracle based algorit...
127
Voted
KAIS
2008
15 years 15 days ago
2008
The increasing prominence of data streams arising in a wide range of advanced applications such as fraud detection and trend learning has led to the study of online mining of freq...
148
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TNN
2010
14 years 7 months ago
2010
This paper proposes three novel training methods, two of them based on the back-propagation approach and a third one based on information theory for Multilayer Perceptron (MLP) bin...
111
Voted
CIDM
2009
IEEE
15 years 4 months ago
2009
IEEE
The graph classification problem is learning to classify separate, individual graphs in a graph database into two or more categories. A number of algorithms have been introduced fo...