Efficient algorithm selection for packet classification using machine learning.
Mohammed ElmahgiubiOmar AhmedShawki AreibiGary GréwalPublished in: CAMAD (2016)
Keyphrases
- machine learning
- learning algorithm
- classification algorithm
- classification method
- preprocessing
- selection algorithm
- search space
- single pass
- high efficiency
- support vector machine svm
- feature selection
- pattern recognition
- optimal solution
- accuracy rate
- objective function
- segmentation algorithm
- cost function
- np hard
- computational cost
- benchmark data sets
- decision trees
- computationally efficient
- machine learning algorithms
- machine learning methods
- text classification
- selection criterion
- detection algorithm
- optimization algorithm
- model selection
- simulated annealing
- probabilistic model
- k means
- support vector machine
- roc curve
- evolutionary algorithm
- classification rate
- training set
- computational complexity
- similarity measure
- pruning strategy
- supervised machine learning