Analyzing string format-based classifiers for botnet detection: GP and SVM.
Fariba HaddadiA. Nur Zincir-HeywoodPublished in: IEEE Congress on Evolutionary Computation (2013)
Keyphrases
- support vector
- svm classifier
- genetic programming
- training data
- kernel support vector machines
- discriminative classifiers
- support vector machine svm
- feature selection
- classification algorithm
- classification method
- support vector machine
- improves the classification accuracy
- knn
- support vector machine classifiers
- decision boundary
- object detectors
- object detection
- train a support vector machine
- training set
- multi class
- feature vectors
- detection algorithm
- rule based classifier
- svm classification
- high classification accuracy
- detection method
- linear support vector machines
- decision trees
- text classifiers
- small sample
- rbf kernel
- bayes classifier
- linear svm
- fold cross validation
- text classification
- machine learning
- data structure
- logistic regression
- class labels
- unbalanced data
- training samples
- genetic algorithm
- highest accuracy
- bayesian classifiers
- regression problems
- linear classifiers
- ls svm
- cross validation
- feature space