Exploring Support Vector Machines and Random Forests for Spam Detection.
Gordon RiosHongyuan ZhaPublished in: CEAS (2004)
Keyphrases
- random forests
- spam detection
- support vector
- logistic regression
- learning machines
- random forest
- web spam
- decision trees
- machine learning algorithms
- ensemble methods
- support vector machine
- loss function
- decision tree ensembles
- spam filtering
- kernel function
- tree ensembles
- classification accuracy
- fraud detection
- real world
- web spam detection
- search engine
- learning algorithm
- randomized trees
- benchmark datasets
- bayesian networks
- web graph
- image segmentation
- feature selection
- naive bayes
- svm classifier
- detection algorithm