Curse of Feature Selection: a Comparison Experiment of DDoS Detection Using Classification Techniques.
Wenjia WangSeyed Masoud SadjadiNaphtali RishePublished in: ISPA/BDCloud/SocialCom/SustainCom (2022)
Keyphrases
- feature selection
- dimensionality reduction
- detection algorithm
- high dimensionality
- automatic detection
- object detection
- dimension reduction
- false alarms
- detection method
- support vector machine
- mutual information
- multi class
- high dimensional
- feature space
- machine learning
- feature selection algorithms
- feature extraction
- false positives
- detection rate
- unsupervised learning
- detection accuracy
- method for feature selection
- training data
- similarity measure
- gene expression data
- microarray data
- event detection
- classification accuracy
- pattern recognition
- learning algorithm