1034 search results - page 175 / 207 » A Bayesian Metric for Evaluating Machine Learning Algorithms |
112
Voted
CIKM
2008
Springer
15 years 2 months ago
2008
Springer
Statistical machine learning techniques for data classification usually assume that all entities are i.i.d. (independent and identically distributed). However, real-world entities...
104
Voted
CLIN
2001
15 years 1 months ago
2001
The present paper evaluates the role selected features and feature combinations play for error detection in spoken dialogue systems. We investigate the relevance of various, readi...
WSDM
2010
ACM
15 years 9 months ago
2010
ACM
We describe a machine learning approach for predicting sponsored search ad relevance. Our baseline model incorporates basic features of text overlap and we then extend the model t...
101
Voted
AI
2004
Springer
15 years 6 days ago
2004
Springer
Feature selection, as a preprocessing step to machine learning, has been very effective in reducing dimensionality, removing irrelevant data, increasing learning accuracy, and imp...
102
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ICWE
2005
Springer
15 years 5 months ago
2005
Springer
Abstract. Web recommendation systems have become a popular means to improve the usability of web sites. This paper describes the architecture of a rulebased recommendation system a...