Adaptive Differential Evolution Based Feature Selection and Parameter Optimization for Advised SVM Classifier.
Ammara MasoodAdel Al-JumailyPublished in: ICONIP (1) (2015)
Keyphrases
- parameter optimization
- adaptive differential evolution
- svm classifier
- support vector machine
- feature selection
- support vector
- support vector machine svm
- differential evolution
- genetic algorithm ga
- feature vectors
- hyperparameters
- machine learning
- parameter estimation
- k nearest neighbor
- image classification
- feature space
- genetic algorithm
- kernel function
- training set
- feature extraction
- cross validation
- parameter settings
- data mining
- active learning
- evolutionary algorithm
- model selection
- semi supervised
- closed form
- artificial neural networks
- training data
- image processing
- neural network