Feature Selection and Parameters Optimization of Support Vector Machines Based on Hybrid Glowworm Swarm Optimization for Classification of Diabetic Retinopathy.
R. KarthikeyanP. AlliPublished in: J. Medical Syst. (2018)
Keyphrases
- support vector
- swarm optimization
- feature selection
- classification accuracy
- support vector machine
- text classification
- swarm intelligence
- diabetic retinopathy
- svm classifier
- feature set
- large margin classifiers
- feature space
- parameter optimization
- feature ranking
- logistic regression
- naive bayes
- text categorization
- optimization algorithm
- kernel function
- optimization problems
- pso algorithm
- decision trees
- particle swarm optimization pso
- global optimization
- feature subset
- neural network
- particle swarm optimization
- machine learning
- support vector machine svm
- loss function
- objective function
- artificial intelligence
- data mining