Bot Classification for Real-Life Highly Class-Imbalanced Dataset.
Sarah HarunTanveer Hossain BhuiyanSong ZhangHugh R. MedalLinkan BianPublished in: DASC/PiCom/DataCom/CyberSciTech (2017)
Keyphrases
- imbalanced datasets
- rare class
- cost sensitive learning
- class labels
- classification accuracy
- decision trees
- learning from imbalanced data
- class imbalance
- class distribution
- classification algorithm
- feature extraction
- majority class
- image classification
- multi class classification
- classification rules
- pattern classification
- sampling methods
- feature vectors
- ensemble methods
- model selection
- feature selection algorithms
- support vector
- machine learning
- benchmark datasets
- training dataset
- missing values
- support vector machine svm
- svm classifier