Two-Class Boosted Decision Tree , Two-Class Support Vector Machine , Two-Class Averaged Perceptron , Two-Class Bayes Point Machine , Two-Class Decision Forest , Two-Class Decision Jungle , Two-Class Locally-Deep Support Vector Machine , Two-Class Logistic Regression , Two-Class Neural Network
Test two-class algorithms for intrusion detection.
In this experiment I used two class classification algorithms and compare their results for detection an attack in KDD dataset. Next step was to find algorithms with best results, and test these two algorithms with only 14 features. At the end I used algorithms with best results and made web service for attack detection. Idea was to used machine learning algorithms with best results to made web service in cloud for intrusion detection in network logs.