Optimization of Phishing Website Classification Based on Synthetic Minority Oversampling Technique and Feature Selection.
Rizal Dwi PrayogoSiti Amatullah KarimahPublished in: IWBIS (2020)
Keyphrases
- feature selection
- website
- classification accuracy
- wrapper feature selection
- class imbalance
- classification models
- support vector machine
- decision trees
- feature space
- support vector
- feature set
- machine learning
- high dimensionality
- text classification
- minority class
- majority class
- class distribution
- model selection
- unsupervised learning
- classification algorithm
- classification performances
- feature selection algorithms
- feature subset
- data sets
- redundant features
- feature extraction
- training set
- class imbalanced
- method for feature selection
- spam filtering
- small sample
- feature subset selection
- dimensionality reduction
- feature vectors
- image classification
- instance selection
- discriminative features
- irrelevant features
- feature reduction
- web pages
- classification method
- feature selection and classification
- class labels