Random forest explorations for URL classification.
Martyn WeedonDimitris TsaptsinosJames Denholm-PricePublished in: CyberSA (2017)
Keyphrases
- random forest
- decision trees
- feature set
- fold cross validation
- random forests
- cancer classification
- decision tree learning algorithms
- machine learning
- feature importance
- feature extraction
- feature selection
- ensemble classifier
- classification accuracy
- feature space
- training samples
- classification algorithm
- image classification
- feature ranking
- machine learning algorithms
- ensemble learning
- feature vectors
- text categorization
- benchmark datasets
- supervised learning
- support vector machine
- classifier fusion
- training data