48 search results - page 2 / 10 » Leveraging for Regression |
70
Voted
RECOMB
2006
Springer
15 years 11 months ago
2006
Springer
We present a model for predicting HLA class I restricted CTL epitopes. In contrast to almost all other work in this area, we train a single model on epitopes from all HLA alleles a...
ICSM
2007
IEEE
15 years 5 months ago
2007
IEEE
This paper presents a technique that leverages an existing regression test-selection algorithm to compute accurate, updated coverage data on a version of the software, Pi+1, witho...
CSDA
2007
14 years 11 months ago
2007
In this paper we address the problem of selecting variables or features in a regression model in the presence of both additive (vertical) and leverage outliers. Since variable sel...
CSDA
2006
14 years 11 months ago
2006
The least squares linear regression estimator is well-known to be highly sensitive to unusual observations in the data, and as a result many more robust estimators have been propo...
IPMI
2007
Springer
15 years 12 months ago
2007
Springer
Abstract. We present a machine learning approach called shape regression machine (SRM) to segmenting in real time an anatomic structure that manifests a deformable shape in a medic...