Semipolynomial kernel optimization based on the fisher method.
Elham TaghizadehZahra SadeghipoorMohammad Taghi ManzuriPublished in: MLSP (2011)
Keyphrases
- experimental evaluation
- clustering method
- optimization process
- classification method
- synthetic data
- cost function
- optimization algorithm
- optimization method
- high precision
- significant improvement
- high accuracy
- constrained optimization
- segmentation method
- detection method
- support vector machine svm
- simulated annealing
- data sets
- preprocessing
- computational complexity
- classification accuracy
- computational cost
- prior knowledge
- pairwise
- video sequences
- principal components
- objective function
- decision trees