2166 search results - page 103 / 434 » Support Vector Regression Machines |
95
Voted
PR
2007
15 years 6 days ago
2007
Tuning SVM hyperparameters is an important step in achieving a high-performance learning machine. It is usually done by minimizing an estimate of generalization error based on the...
110
click to vote
SDM
2010
SIAM
15 years 2 months ago
2010
SIAM
Obtaining high-quality and up-to-date labeled data can be difficult in many real-world machine learning applications, especially for Internet classification tasks like review spam...
110
Voted
ICPR
2006
IEEE
16 years 1 months ago
2006
IEEE
In this paper we propose an alternative interpretation of Bayesian learning based on maximal evidence principle. We establish a notion of local evidence which can be viewed as a c...
117
Voted
CVPR
2005
IEEE
16 years 2 months ago
2005
IEEE
Automatic image categorization using low-level features is a challenging research topic in computer vision. In this paper, we formulate the image categorization problem as a multi...
108
Voted
ICPR
2006
IEEE
16 years 1 months ago
2006
IEEE
Feature selection is attracted much interest from researchers in many fields such as pattern recognition and data mining. In this paper, a novel algorithm for feature selection is...