210 search results - page 33 / 42 » Support vector regression for classifier prediction |
112
Voted
ICML
2005
IEEE
16 years 1 months ago
2005
IEEE
We introduce a novel approach to incorporating domain knowledge into Support Vector Machines to improve their example efficiency. Domain knowledge is used in an Explanation Based ...
102
Voted
BMCBI
2004
15 years 18 days ago
2004
Background: Subcellular localization of a new protein sequence is very important and fruitful for understanding its function. As the number of new genomes has dramatically increas...
94
Voted
NIPS
2007
15 years 2 months ago
2007
The notion of algorithmic stability has been used effectively in the past to derive tight generalization bounds. A key advantage of these bounds is that they are designed for spec...
97
Voted
BMCBI
2006
15 years 24 days ago
2006
Background: Cross-validation (CV) is an effective method for estimating the prediction error of a classifier. Some recent articles have proposed methods for optimizing classifiers...
143
Voted
TCBB
2008
15 years 20 days ago
2008
The subcellular locations of proteins are important functional annotations. An effective and reliable subcellular localization method is necessary for proteomics research. This pap...