Performance evaluation of classification methods with PCA and PSO for diabetes.
Dilip Kumar ChoubeyPrabhat KumarSudhakar TripathiSantosh KumarPublished in: Netw. Model. Anal. Health Informatics Bioinform. (2020)
Keyphrases
- benchmark datasets
- classification systems
- machine learning methods
- principal component analysis
- support vector
- classification method
- machine learning algorithms
- dimension reduction
- feature extraction
- health care
- dimensionality reduction
- feature set
- benchmark data sets
- roc curve
- principal components analysis
- classification models
- dimension reduction methods
- accurate classification
- feature reduction
- evolutionary methods
- machine learning
- cross validation
- particle swarm optimization
- text classification
- low dimensional
- simulated annealing
- feature space
- preprocessing
- pattern recognition
- face recognition