QP Algorithms with Guaranteed Accuracy and Run Time for Support Vector Machines.
Don R. HushPatrick KellyClint ScovelIngo SteinwartPublished in: J. Mach. Learn. Res. (2006)
Keyphrases
- computational cost
- support vector
- high accuracy
- computational demands
- learning algorithm
- generalization ability
- computational efficiency
- orders of magnitude
- computational complexity
- run times
- significant improvement
- classification accuracy
- machine learning
- times faster
- computationally efficient
- optimization problems
- worst case
- support vector machine
- feature space
- data sets