662 search results - page 46 / 133 » Training a Support Vector Machine in the Primal |
110
Voted
ICPR
2008
IEEE
15 years 7 months ago
2008
IEEE
With the increase of the training set’s size, the efficiency of support vector machine (SVM) classifier will be confined. To solve such a problem, a novel preextracting method f...
124
Voted
NIPS
2004
15 years 1 months ago
2004
We study gender discrimination of human faces using a combination of psychophysical classification and discrimination experiments together with methods from machine learning. We r...
94
Voted
EMO
2009
Springer
15 years 7 months ago
2009
Springer
When training Support Vector Machine (SVM), selection of a training data set becomes an important issue, since the problem of overfitting exists with a large number of training da...
99
Voted
JMLR
2008
15 years 16 days ago
2008
Classifiers favoring sparse solutions, such as support vector machines, relevance vector machines, LASSO-regression based classifiers, etc., provide competitive methods for classi...
112
Voted
ICPR
2006
IEEE
16 years 1 months ago
2006
IEEE
A two-class imbalanced data problem (IDP) emerges when the data from majority class are compactly clustered and the data from minority class are scattered. Though a discriminative...