42 search results - page 7 / 9 » Bayesian projection approaches to variable selection in gene... |
ECIS
2004
13 years 11 months ago
2004
There are few development organizations that have fully integrated usability activities as an integral part of their product development projects. One reason for this is that the ...
BMCBI
2007
13 years 10 months ago
2007
Background: Designing appropriate machine learning methods for identifying genes that have a significant discriminating power for disease outcomes has become more and more importa...
KDD
2004
ACM
14 years 10 months ago
2004
ACM
Many automated learning procedures lack interpretability, operating effectively as a black box: providing a prediction tool but no explanation of the underlying dynamics that driv...
CSDA
2007
13 years 10 months ago
2007
A new method for function estimation and variable selection, specifically designed for additive models fitted by cubic splines is proposed.This new method involves regularizing ...
CSDA
2008
13 years 10 months ago
2008
Tree models are valuable tools for predictive modeling and data mining. Traditional tree-growing methodologies such as CART are known to suffer from problems including greediness,...