An expert system based on LS-SVM and simulated annealing for the diagnosis of diabetes disease.
S. AntoS. ChandramathiS. AishwaryaPublished in: Int. J. Inf. Commun. Technol. (2016)
Keyphrases
- ls svm
- cardiovascular disease
- simulated annealing
- least squares support vector machine
- early diagnosis
- medical diagnosis
- least squares
- expert systems
- cross validation
- support vector machine
- variable selection
- prediction model
- chronic disease
- genetic algorithm
- evolutionary algorithm
- support vector
- correlation coefficient
- fault diagnosis
- genetic algorithm ga
- hyperparameters
- improved algorithm
- generalization ability
- input variables
- health care
- neural network
- sample size
- svm classifier
- knowledge base
- rbf neural network
- parameter estimation
- optimization method
- high dimensional