1034 search results - page 176 / 207 » A Bayesian Metric for Evaluating Machine Learning Algorithms |
IJCNLP
2005
Springer
15 years 5 months ago
2005
Springer
The current work applies Conditional Random Fields to the problem of temporal reference mapping from Chinese text to English text. The learning algorithm utilizes a moderate number...
ISWC
2003
IEEE
15 years 5 months ago
2003
IEEE
Context-aware computing describes the situation where a wearable / mobile computer is aware of its user’s state and surroundings and modifies its behavior based on this informat...
CIVR
2003
Springer
15 years 5 months ago
2003
Springer
Margin-maximizing techniques such as boosting have been generating excitement in machine learning circles for several years now. Although these techniques offer significant impro...
EMNLP
2007
15 years 1 months ago
2007
A lexical analogy is a pair of word-pairs that share a similar semantic relation. Lexical analogies occur frequently in text and are useful in various natural language processing ...
112
click to vote
HIS
2008
15 years 1 months ago
2008
The class imbalance problem (when one of the classes has much less samples than the others) is of great importance in machine learning, because it corresponds to many critical app...