445 search results - page 11 / 89 » A Bayesian Committee Machine |
119
Voted
ICML
1996
IEEE
16 years 3 months ago
1996
IEEE
This paper discusses issues related to Bayesian network model learning for unbalanced binary classification tasks. In general, the primary focus of current research on Bayesian ne...
127
Voted
ICPR
2006
IEEE
16 years 3 months ago
2006
IEEE
In this paper we propose an alternative interpretation of Bayesian learning based on maximal evidence principle. We establish a notion of local evidence which can be viewed as a c...
99
Voted
ECML
2005
Springer
15 years 8 months ago
2005
Springer
113
Voted
ESSMAC
2003
Springer
15 years 8 months ago
2003
Springer
154
Voted
ML
2000
ACM
15 years 2 months ago
2000
ACM
The naive Bayesian classifier provides a simple and effective approach to classifier learning, but its attribute independence assumption is often violated in the real world. A numb...