1420 search results - page 45 / 284 » Cluster Ensemble Selection |
101
click to vote
ML
2006
ACM
15 years 15 days ago
2006
ACM
Many domains in the field of Inductive Logic Programming (ILP) involve highly unbalanced data. A common way to measure performance in these domains is to use precision and recall i...
137
click to vote
SIGKDD
2008
15 years 14 days ago
2008
This paper presents our solution for KDD Cup 2008 competition that aims at optimizing the area under ROC for breast cancer detection. We exploited weighted-based classification me...
131
Voted
AIRS
2008
Springer
15 years 7 months ago
2008
Springer
Spam filtering is defined as a task trying to label emails with spam or ham in an online situation. The online feature requires the spam filter has a strong timely generalization a...
SRDS
2003
IEEE
15 years 5 months ago
2003
IEEE
Group communication protocols constitute a basic building block for highly dependable distributed applications. Designing and correctly implementing a group communication system (...
ICIC
2009
Springer
14 years 10 months ago
2009
Springer
In this paper we present a study on the Random Forest (RF) family of ensemble methods. From our point of view, a "classical" RF induction process presents two main drawba...