21 search results - page 2 / 5 » The Balanced Accuracy and Its Posterior Distribution |
BMCBI
2008
13 years 11 months ago
2008
Background: Motif finding algorithms have developed in their ability to use computationally efficient methods to detect patterns in biological sequences. However the posterior cla...
SDM
2007
SIAM
14 years 8 days ago
2007
SIAM
In recent years, there have been some interesting studies on predictive modeling in data streams. However, most such studies assume relatively balanced and stable data streams but...
NIPS
2007
14 years 8 days ago
2007
It is becoming increasingly important to learn from a partially-observed random matrix and predict its missing elements. We assume that the entire matrix is a single sample drawn ...
GECCO
2005
Springer
14 years 4 months ago
2005
Springer
XCS is a flexible system for data mining due to its ability to deal with environmental changes, learn online with little prior knowledge and evolve accurate and maximally general...
ICCV
2003
IEEE
15 years 23 days ago
2003
IEEE
In this paper, we formulate the shape localization problem in the Bayesian framework. In the learning stage, we propose the Constrained RankBoost approach to model the likelihood ...