370 search results - page 6 / 74 » Rule extraction from linear support vector machines |
118
Voted
BMCBI
2005
14 years 11 months ago
2005
Background: Text mining has spurred huge interest in the domain of biology. The goal of the BioCreAtIvE exercise was to evaluate the performance of current text mining systems. We...
NIPS
2008
15 years 1 months ago
2008
We consider the problem of binary classification where the classifier may abstain instead of classifying each observation. The Bayes decision rule for this setup, known as Chow�...
104
Voted
IVC
2006
14 years 11 months ago
2006
We present a systematic comparison of machine learning methods applied to the problem of fully automatic recognition of facial expressions, including AdaBoost, support vector mach...
115
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ACIVS
2005
Springer
15 years 5 months ago
2005
Springer
We describe an automated system that classifies gender by utilising a set of human gait data. The gender classification system consists of three stages: i) detection and extraction...
130
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IJCNN
2006
IEEE
15 years 5 months ago
2006
IEEE
— the paper discusses an approach of using traditional time series analysis, as domain knowledge, to help the data-preparation of support vector machine for classifying documents...