Lexical Feature Based Feature Selection and Phishing URL Classification Using Machine Learning Techniques.
Bireswar BanikAbhijit SarmaPublished in: MIND (2) (2020)
Keyphrases
- feature selection
- classification accuracy
- wrapper feature selection
- support vector
- feature extraction
- feature space
- classification models
- text classification
- machine learning
- decision trees
- classification method
- method for feature selection
- keywords
- spam filtering
- discriminative features
- support vector machine
- mutual information
- feature set
- bayes classifier
- pattern recognition
- website
- accurate classification
- support vector machine svm
- classification performances
- feature selection and classification
- class labels
- text categorization
- feature vectors
- class separability
- irrelevant features
- image features
- multi class
- small sample
- supervised learning
- image classification
- model selection
- training set
- high dimensionality
- wordnet
- web pages
- support vector classification
- conditional mutual information
- search engine
- feature ranking
- multi task
- semantic relations
- feature subset
- classification algorithm
- cross validation
- svm classifier