An optimized feature selection based on genetic approach and support vector machine for heart disease.
Gokulnath Chandra BabuShantharajah S. PeriyasamyPublished in: Clust. Comput. (2019)
Keyphrases
- heart disease
- support vector machine
- feature selection
- medical diagnosis
- multi class
- support vector
- small sample
- machine learning
- svm classifier
- genetic algorithm
- feature selection algorithms
- feature space
- support vector machine svm
- training data
- text classification
- knn
- dimensionality reduction
- text categorization
- feature reduction
- kernel methods
- classification accuracy
- feature set
- classification method
- training set
- feature extraction
- medical images
- kernel function
- natural language processing
- feature vectors
- medical records
- databases
- database