Development of Multistage Machine Learning Classifier using Decision Trees and Boosting Algorithms over Darknet Network Traffic.
Anjali Sureshkumar NairPrashant NitnawarePublished in: CoRR (2024)
Keyphrases
- multistage
- network traffic
- decision trees
- machine learning
- boosting algorithms
- intrusion detection
- weak learners
- base classifiers
- anomaly detection
- machine learning algorithms
- dynamic programming
- weak classifiers
- naive bayes
- training data
- feature selection
- support vector machine
- multi class
- training set
- learning algorithm
- ensemble methods
- intrusion detection system
- loss function
- machine learning methods
- learning tasks
- cost sensitive
- class labels
- object recognition
- optimal policy
- feature space
- supervised learning
- binary classifiers
- computer vision
- data analysis
- ensemble learning
- generalization error
- upper bound