Adjusted bat algorithm for tuning of support vector machine parameters.
Eva TubaMilan TubaDana SimianPublished in: CEC (2016)
Keyphrases
- support vector machine
- parameter tuning
- optimal parameters
- dynamic programming
- parameter estimation
- computational complexity
- parameter settings
- k means
- significant improvement
- times faster
- machine learning
- simulated annealing
- detection algorithm
- np hard
- objective function
- worst case
- expectation maximization
- convergence rate
- weight vector
- fine tuning
- input data
- probabilistic model
- preprocessing
- similarity measure
- learning algorithm
- optimization algorithm
- classification algorithm
- classification method
- multi objective
- parameter space
- evolutionary algorithm
- search space
- parameter selection
- face recognition