445 search results - page 39 / 89 » A Bayesian Committee Machine |
112
Voted
ICML
2006
IEEE
16 years 4 months ago
2006
IEEE
Many of today's best classification results are obtained by combining the responses of a set of base classifiers to produce an answer for the query. This paper explores a nov...
138
Voted
ICML
2005
IEEE
16 years 4 months ago
2005
IEEE
The conditional distribution of a discrete variable y, given another discrete variable x, is often specified by assigning one multinomial distribution to each state of x. The cost...
145
Voted
ICML
2003
IEEE
16 years 4 months ago
2003
IEEE
In the task of adaptive information filtering, a system receives a stream of documents but delivers only those that match a person's information need. As the system filters i...
118
Voted
ICML
2002
IEEE
16 years 4 months ago
2002
IEEE
The naive classifier is a well-established mathematical model whose simplicity, speed and accuracy have made it a popular choice for classification in AI and engineering. In this ...
140
Voted
ECML
2004
Springer
15 years 7 months ago
2004
Springer
It is well-known that naive Bayes performs surprisingly well in classification, but its probability estimation is poor. In many applications, however, a ranking based on class prob...