A New Algorithm for Training SVMs Using Approximate Minimal Enclosing Balls.
Emanuele FrandiMaria Grazia GasparoStefano LodiRicardo ÑanculefClaudio SartoriPublished in: CIARP (2010)
Keyphrases
- dynamic programming
- optimal solution
- learning algorithm
- convex hull
- detection algorithm
- simulated annealing
- multi class
- early stopping
- reduced set
- training algorithm
- recognition algorithm
- support vector machine svm
- expectation maximization
- cost function
- preprocessing
- similarity measure
- data sets
- worst case
- probabilistic model
- computational cost
- active learning
- computational complexity
- objective function
- multiclass classification
- training speed
- neural network