A novel speed-up SVM algorithm for massive classification tasks.
Thanh-Nghi DoVan Hoa NguyenPublished in: RIVF (2008)
Keyphrases
- dynamic programming
- times faster
- improved algorithm
- theoretical analysis
- cost function
- learning algorithm
- classification algorithm
- search space
- computational complexity
- k means
- np hard
- experimental evaluation
- matching algorithm
- support vector machine svm
- data sets
- recognition algorithm
- optimization algorithm
- optimal solution
- worst case
- knn
- computational cost
- particle swarm optimization
- least squares
- clustering method
- objective function
- similarity measure
- feature space
- significant improvement