A Fast Parallel SVM Algorithm for Massive Classification Tasks.
Thanh-Nghi DoVan Hoa NguyenFrançois PouletPublished in: MCO (2008)
Keyphrases
- support vector machine svm
- learning algorithm
- improved algorithm
- optimal solution
- computational complexity
- preprocessing
- recognition algorithm
- times faster
- experimental evaluation
- classification algorithm
- optimization algorithm
- similarity measure
- parallel implementation
- convex hull
- detection algorithm
- high accuracy
- computational cost
- dynamic programming
- cost function
- search space
- expectation maximization
- support vector machine
- np hard
- support vector
- support vectors
- optimal parameters
- decision function