1863 search results - page 187 / 373 » A supervised learning approach for imbalanced data sets |
158
click to vote
ICMLA
2010
15 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...
148
click to vote
ICML
2007
IEEE
16 years 5 months ago
2007
IEEE
The Gaussian process latent variable model (GP-LVM) is a powerful approach for probabilistic modelling of high dimensional data through dimensional reduction. In this paper we ext...
135
click to vote
AIME
2005
Springer
15 years 10 months ago
2005
Springer
Abstract. Clinical Practice Guidelines (CPGs) are increasingly common in clinical medicine for prescribing a set of rules that a physician should follow. Recent interest is in accu...
163
click to vote
ICNC
2005
Springer
15 years 10 months ago
2005
Springer
The DARPA/MIT Lincoln Laboratory off-line intrusion detection evaluation data set is the most widely used public benchmark for testing intrusion detection systems. But the presence...
152
click to vote
NIPS
2003
15 years 6 months ago
2003
Density estimation with Gaussian Mixture Models is a popular generative technique used also for clustering. We develop a framework to incorporate side information in the form of e...