A multiplicative updating algorithm for training support vector machine.
Nello CristianiniColin CampbellJohn Shawe-TaylorPublished in: ESANN (1999)
Keyphrases
- detection algorithm
- experimental evaluation
- optimization algorithm
- times faster
- np hard
- high accuracy
- support vector machine
- dynamic programming
- preprocessing
- computational complexity
- optimal solution
- training process
- genetic algorithm
- multi class
- training algorithm
- training phase
- expectation maximization
- classification method
- svm training
- recognition algorithm
- ant colony optimization
- clustering method
- particle swarm optimization
- probabilistic model
- computational cost
- cost function
- active learning
- objective function
- training data
- similarity measure
- feature selection
- learning algorithm