Oppositional firefly optimization based optimal feature selection in chronic kidney disease classification using deep neural network.
Jerlin Rubini LambertEswaran PerumalPublished in: J. Ambient Intell. Humaniz. Comput. (2022)
Keyphrases
- feature selection
- neural network
- classification accuracy
- feature subset
- binary decision tree
- pattern recognition
- learning vector quantization
- classification models
- machine learning
- artificial neural networks
- support vector
- feature set
- feature space
- support vector machine
- text classification
- feature extraction
- method for feature selection
- optimal design
- multi layer perceptron
- global optimization
- high dimensionality
- genetic algorithm
- feature subset selection
- discriminative features
- feature selection algorithms
- feature vectors
- optimization problems
- irrelevant features
- classification algorithm
- classification method
- optimization method
- model selection
- decision trees
- unsupervised learning
- training data
- training set
- neural network model
- radial basis function
- classification performances
- disease diagnosis
- optimal solution
- feature ranking
- training process
- objective function
- nearest neighbour
- knn
- supervised learning
- optimization algorithm
- incremental learning
- support vector machine svm
- genetic algorithm ga
- cross validation
- back propagation