L1-Norm GEPSVM Classifier Based on an Effective Iterative Algorithm for Classification.
He YanQiaolin YeTian'an ZhangDong-Jun YuYiqing XuPublished in: Neural Process. Lett. (2018)
Keyphrases
- classification algorithm
- support vector machine svm
- dynamic programming
- detection algorithm
- segmentation algorithm
- classification method
- cost function
- preprocessing
- learning algorithm
- objective function
- computational complexity
- training phase
- pattern recognition
- np hard
- computational cost
- matching algorithm
- worst case
- similarity measure
- accuracy rate
- optimization algorithm
- computationally efficient
- linear programming
- experimental evaluation
- benchmark data sets
- clustering method
- nearest neighbour
- preprocessing stage
- classification accuracy
- model selection
- particle swarm optimization
- machine learning
- probabilistic model
- significant improvement
- k means
- feature space
- support vector
- genetic algorithm