Performance evaluation of feature selection and tree-based algorithms for traffic classification.
Ons AouediKandaraj PiamratBenoît ParreinPublished in: ICC Workshops (2021)
Keyphrases
- feature selection
- feature selection algorithms
- classification accuracy
- support vector
- pattern recognition
- feature extraction
- feature space
- machine learning algorithms
- text classification
- machine learning
- machine learning methods
- classification algorithm
- benchmark datasets
- support vector machine
- feature set
- text categorization
- markov blanket
- terms of classification accuracy
- binary classification problems
- decision trees
- small sample
- learning algorithm
- wrapper method
- data sets
- classification models
- feature subset
- road network
- multi class
- preprocessing
- training set
- support vector machine svm
- dimensionality reduction