Fast binary support vector machine learning method by samples reduction.
Abdelhamid DjeffalMohamed Chaouki BabaheniniAbdelmalik Taleb-AhmedPublished in: Int. J. Data Min. Model. Manag. (2017)
Keyphrases
- machine learning
- significant improvement
- support vector
- support vector machine
- cost function
- data sets
- input data
- feature set
- high accuracy
- experimental evaluation
- cross validation
- pairwise
- machine learning methods
- decision trees
- reduction method
- classification method
- similarity measure
- computational cost
- training samples
- clustering method
- segmentation method
- detection method
- decision function
- semi supervised
- multi class
- feature vectors
- objective function
- feature extraction
- feature selection
- neural network