Differential Evolution and Multiclass Support Vector Machine for Alzheimer's Classification.
Jhansi Rani KakaK. Satya PrasadPublished in: Secur. Commun. Networks (2022)
Keyphrases
- multi class
- support vector machine
- differential evolution
- multiclass classification
- multi class classification
- evolutionary algorithm
- support vector machine svm
- binary classifiers
- svm classifier
- multiclass problems
- differential evolution algorithm
- multiclass support vector machines
- convergence speed
- support vector
- multi class classifier
- feature selection
- parameter optimization
- binary classification
- multiple classes
- particle swarm optimization
- svm classification
- cost sensitive classification
- cost sensitive
- machine learning
- generalization ability
- feature vectors
- feature space
- optimization algorithm
- decision boundary
- mutation operator
- multiclass svm
- training data
- crossover operator
- hyperplane
- training set
- genetic algorithm
- base classifiers
- binary classification problems
- knn
- soft margin
- premature convergence
- multiclass learning
- kernel function
- text classification
- classification accuracy
- neural network
- pairwise
- perceptron algorithm
- cross validation
- radial basis function
- multi task
- ls svm