1648 search results - page 138 / 330 » Training Data Selection for Support Vector Machines |
ECCV
2010
Springer
14 years 21 days ago
2010
Springer
We introduce a new descriptor for images which allows the construction of efficient and compact classifiers with good accuracy on object category recognition. The descriptor is the...
DMIN
2006
13 years 10 months ago
2006
- Research work related to applying text categorization methods to a monolingual corpus such as English text collections has been well established by several research teams in rece...
PRL
2006
13 years 9 months ago
2006
In this paper, a multi-class feature selection scheme based on recursive feature elimination (RFE) is proposed for texture classifications. The feature selection scheme is perform...
JMLR
2012
11 years 11 months ago
2012
We develop a high dimensional nonparametric classification method named sparse additive machine (SAM), which can be viewed as a functional version of support vector machine (SVM)...
HIS
2001
13 years 10 months ago
2001
In this paper we describe a method for data set reduction by effective use of Multi-category Proximal Support Vector Machine (MPSVM). By using the Linear MPSVM Formulation in an it...