801 search results - page 144 / 161 » Machine Learning with Data Dependent Hypothesis Classes |
TREC
2004
13 years 8 months ago
2004
We approached the problem of classifying papers for the TREC 2004 Genomics Track triage task as a four step process: feature generation, feature selection, classifier training, an...
EXACT
2009
13 years 5 months ago
2009
This paper addresses the issue of the explanation of the result given to the end-user by a classifier, when it is used as a decision support system. We consider machine learning cl...
VLSISP
2010
13 years 5 months ago
2010
Abstract In case of insufficient data samples in highdimensional classification problems, sparse scatters of samples tend to have many ‘holes’—regions that have few or no nea...
ASPLOS
1998
ACM
13 years 11 months ago
1998
ACM
In order to execute a program on a remote computer, it must first be transferred over a network. This transmission incurs the overhead of network latency before execution can beg...
BMCBI
2011
12 years 11 months ago
2011
Background: Discovering the genetic basis of common genetic diseases in the human genome represents a public health issue. However, the dimensionality of the genetic data (up to 1...