1126 search results - page 1 / 226 » Constraint Classification: A New Approach to Multiclass Clas... |
ALT
2002
Springer
14 years 1 months ago
2002
Springer
EOR
2006
13 years 4 months ago
2006
This paper presents a new data classification method based on mixed-integer programming. Traditional approaches that are based on partitioning the data sets into two groups perfor...
ICMLA
2010
13 years 2 months ago
2010
Ordinal classification is a form of multi-class classification where there is an inherent ordering between the classes, but not a meaningful numeric difference between them. Althou...
ICML
2005
IEEE
14 years 5 months ago
2005
IEEE
In this paper, we propose a probabilistic kernel approach to preference learning based on Gaussian processes. A new likelihood function is proposed to capture the preference relat...
AUSAI
2008
Springer
13 years 6 months ago
2008
Springer
Many applications require the ability to identify data that is anomalous with respect to a target group of observations, in the sense of belonging to a new, previously unseen `atta...