A hybrid BPSO-SVM for feature selection and classification of ocular health.
Balraj KeerthiveenaSankaralingam EsakkirajanBadri Narayan SubudhiThangaraj VeerakumarPublished in: IET Image Process. (2021)
Keyphrases
- feature selection and classification
- feature selection
- support vector machine svm
- selected features
- support vector
- binary particle swarm optimization
- high dimensionality
- support vector machine
- knn
- sparse regression
- feature space
- svm classifier
- multi class
- kernel function
- feature extraction
- classification algorithm
- k nearest neighbor
- particle swarm optimisation
- training data
- data sets
- cross validation
- text classification
- dimensionality reduction
- prediction accuracy
- text categorization
- feature set
- nearest neighbor
- classification accuracy
- evolutionary algorithm
- feature vectors
- training set
- machine learning
- neural network