964 search results - page 4 / 193 » Incremental and Decremental Support Vector Machine Learning |
PR
2007
13 years 9 months 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...
IWANN
1999
Springer
14 years 2 months ago
1999
Springer
Abstract: Support vector machines (SVMs) are primarily designed for 2-class classification problems. Although in several papers it is mentioned that the combination of K SVMs can b...
PRL
2006
13 years 9 months ago
2006
In the conventional incremental training of support vector machines, candidates for support vectors tend to be deleted if the separating hyperplane rotates as the training data ar...
COLT
2006
Springer
14 years 1 months ago
2006
Springer
ACML
2009
Springer
14 years 4 months ago
2009
Springer