2884 search results - page 196 / 577 » Evaluating learning algorithms and classifiers |
148
click to vote
GECCO
2006
Springer
15 years 8 months ago
2006
Springer
This paper analyzes the behavior of the XCS classifier system on imbalanced datasets. We show that XCS with standard parameter settings is quite robust to considerable class imbal...
140
click to vote
IEAAIE
2010
Springer
15 years 2 months ago
2010
Springer
This paper details the behavioral evaluation of a qualitative image categorisation and retrieval approach using semantic features of images. Content based image retrieval and class...
159
click to vote
KDD
2004
ACM
16 years 4 months ago
2004
ACM
We present and empirically analyze a machine-learning approach for detecting intrusions on individual computers. Our Winnowbased algorithm continually monitors user and system beh...
128
click to vote
SIGIR
2002
ACM
15 years 4 months ago
2002
ACM
We describe a new family of topic-ranking algorithms for multi-labeled documents. The motivation for the algorithms stems from recent advances in online learning algorithms. The a...
114
click to vote
CORR
2008
Springer
15 years 4 months ago
2008
Springer
The LETOR website contains three information retrieval datasets used as a benchmark for testing machine learning ideas for ranking. Algorithms participating in the challenge are re...