Robust Feature Selection for IM Applications at Early Stage Traffic Classification Using Machine Learning Algorithms.
Muhammad ShafiqXiangzhan YuDawei WangPublished in: HPCC/SmartCity/DSS (2017)
Keyphrases
- machine learning algorithms
- early stage
- machine learning
- feature selection
- benchmark data sets
- input features
- machine learning methods
- decision trees
- predictive accuracy
- learning algorithm
- learning problems
- meta learning
- random forests
- classification accuracy
- multiclass classification
- machine learning models
- machine learning approaches
- learning tasks
- support vector
- learning models
- classification models
- feature set
- machine learning systems
- statistical machine learning
- feature selection algorithms
- transfer learning
- text categorization
- unsupervised learning
- supervised learning
- multi class
- data mining
- data sets
- text mining
- feature vectors
- feature extraction
- real world