An Effective Filter Method Towards the Performance Improvement of FF-SVM Algorithm.
Hala M. AlshamlanPublished in: IEEE Access (2021)
Keyphrases
- support vector machine svm
- significant improvement
- classification algorithm
- high accuracy
- classification method
- computationally efficient
- detection method
- dynamic programming
- preprocessing
- cost function
- objective function
- clustering method
- optimization algorithm
- improved algorithm
- filtering algorithm
- k means
- detection algorithm
- computational cost
- recognition algorithm
- computational complexity
- segmentation method
- matching algorithm
- similarity measure
- segmentation algorithm
- decision function
- tree structure
- support vector
- highly efficient
- input data
- learning algorithm
- probabilistic model
- hill climbing
- estimation algorithm
- optimal parameters
- filtering method
- convergence rate
- classification accuracy
- support vector machine
- stochastic gradient descent
- reduced set
- expectation maximization
- multi class classification
- search space
- energy function
- decomposition algorithm
- support vectors
- fir filters