Optimal feature selection using a modified differential evolution algorithm and its effectiveness for prediction of heart disease.
T. VivekanandanN. Ch. Sriman Narayana IyengarPublished in: Comput. Biol. Medicine (2017)
Keyphrases
- differential evolution algorithm
- feature selection
- heart disease
- evolutionary algorithm
- differential evolution
- control parameters
- global numerical optimization
- prediction model
- feature subset
- medical diagnosis
- dynamic programming
- optimal solution
- feature extraction
- genetic algorithm
- machine learning
- data mining
- scale factor
- neural network
- traveling salesman problem
- convergence rate
- health care
- genetic programming
- expert systems
- optimization model
- particle swarm