Using Attribute-based Feature Selection Approaches and Machine Learning Algorithms for Detecting Fraudulent Website URLs.
Mustafa AydinIsmail ButunKemal BicakciNazife BaykalPublished in: CCWC (2020)
Keyphrases
- machine learning algorithms
- website
- benchmark data sets
- feature selection
- machine learning
- learning algorithm
- meta learning
- machine learning methods
- input features
- machine learning approaches
- predictive accuracy
- decision trees
- learning problems
- random forests
- statistical machine learning
- machine learning models
- learning models
- learning tasks
- data structure
- web pages
- mutual information
- supervised learning
- supervised learning algorithms
- data sets
- support vector
- machine learning systems
- standard machine learning algorithms
- feature selection algorithms
- prediction model
- kernel methods
- feature space
- real world