A study of feature subset evaluators and feature subset searching methods for phishing classification.
Mahmoud KhonjiAndrew JonesYoussef IraqiPublished in: CEAS (2011)
Keyphrases
- feature subset
- feature subset selection
- classification accuracy
- feature selection
- classification models
- feature selection algorithms
- feature set
- selection algorithm
- optimal subset of features
- feature ranking
- feature space
- input features
- genetic algorithm ga
- redundant features
- irrelevant features
- svm classifier
- method for feature selection
- unsupervised feature selection
- kernel parameters
- selecting features
- ensemble feature selection
- classification method
- text classification
- individual features
- support vector
- support vector machine svm
- selected features
- ensemble methods
- pattern recognition
- knn
- genetic algorithm
- decision trees
- training data
- objective function
- multi objective
- support vector machine
- semi supervised
- machine learning
- optimization method