10594 search results - page 372 / 2119 » Learning classifier systems |
198
Voted
AUSAI
2008
Springer
15 years 9 months ago
2008
Springer
Abstract. Bias variance decomposition for classifiers is a useful tool in understanding classifier behavior. Unfortunately, the literature does not provide consistent guidelines on...
181
Voted
ICWSM
2008
15 years 9 months ago
2008
We describe work on automatically assigning labels to books using user-defined tags as the label set. Using supervised learning and exploring both binary and multiclass classifica...
175
Voted
LREC
2008
15 years 9 months ago
2008
We present recent work in the area of Cross-Domain Dialogue Act (DA) tagging. We have previously reported on the use of a simple dialogue act classifier based on purely intra-utte...
179
Voted
ACL
2006
15 years 8 months ago
2006
We present an approach to pronoun resolution based on syntactic paths. Through a simple bootstrapping procedure, we learn the likelihood of coreference between a pronoun and a can...
203
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FLAIRS
2006
15 years 8 months ago
2006
AdaBoost is a well known, effective technique for increasing the accuracy of learning algorithms. However, it has the potential to overfit the training set because its objective i...