Combining Random Forest and Linear Regression to Improve Network Traffic Prediction.
Blazej UlanowiczDawid DopartAleksandra KnapinskaPiotr LechowiczKrzysztof WalkowiakPublished in: ICTON (2023)
Keyphrases
- linear regression
- network traffic
- random forest
- linear regression model
- least squares
- random forests
- anomaly detection
- intrusion detection
- decision trees
- prediction accuracy
- ensemble classifier
- ensemble methods
- intrusion detection system
- feature set
- ensemble learning
- image processing
- long range dependence
- multi label
- regression model
- training examples
- base classifiers
- k nearest neighbor
- multi class
- support vector machine
- active learning
- network intrusion detection
- similarity measure
- data sets