1707 search results - page 179 / 342 » A Boosting Algorithm for Regression |
163
Voted
FLAIRS
2004
15 years 5 months ago
2004
One important feature of the gene expression data is that the number of genes M far exceeds the number of samples N. Standard statistical methods do not work well when N < M. D...
153
Voted
ICMLA
2009
15 years 1 months ago
2009
This paper introduces a new algorithm, namely the EquiCorrelation Network (ECON), to perform supervised classification, and regression. ECON is a kernelized LARS-like algorithm, b...
133
Voted
IDEAL
2009
Springer
15 years 1 months ago
2009
Springer
This work is related to the KEEL1 (Knowledge Extraction based on Evolutionary Learning) tool, a non-commercial software that supports data management, design of experiments and an ...
201
Voted
ECAI
2008
Springer
15 years 5 months ago
2008
Springer
Many ensemble methods, such as Bagging, Boosting, Random Forest, etc, have been proposed and widely used in real world applications. Some of them are better than others on noisefre...
125
Voted
ICSE
2004
IEEE-ACM
16 years 3 months ago
2004
IEEE-ACM
Impact analysis -- determining the potential effects of changes on a software system -- plays an important role in software engineering tasks such as maintenance, regression testi...