3 search results - page 1 / 1 » Data-Dependent Margin-Based Generalization Bounds for Classi... |
COLT
2001
Springer
13 years 9 months ago
2001
Springer
ICML
2004
IEEE
14 years 5 months ago
2004
IEEE
Feature selection is the task of choosing a small set out of a given set of features that capture the relevant properties of the data. In the context of supervised classification ...
IDA
2002
Springer
13 years 4 months ago
2002
Springer
This paper introduces a strategy for training ensemble classifiers by analysing boosting within margin theory. We present a bound on the generalisation error of ensembled classifi...