3 search results - page 1 / 1 » Evolutionary Training Set Selection to Optimize C4.5 in Imba... |
HIS
2008
14 years 18 days ago
2008
Classification in imbalanced domains is a recent challenge in machine learning. We refer to imbalanced classification when data presents many examples from one class and few from ...
ICANN
2010
Springer
13 years 8 months ago
2010
Springer
The aim of this paper is to study the use of Evolutionary Multiobjective Techniques to improve the performance of Neural Networks (NN). In particular, we will focus on classificati...
EVOW
2004
Springer
14 years 4 months ago
2004
Springer
Abstract. In this paper we analyze two proteomic pattern datasets containing measurements from ovarian and prostate cancer samples. In particular, a linear and a quadratic support ...