An Ensemble of Pre-trained Transformer Models For Imbalanced Multiclass Malware Classification.
Ferhat DemirkiranAykut ÇayirUgur ÜnalHasan DagPublished in: CoRR (2021)
Keyphrases
- multi class
- binary classification problems
- multiclass classification
- single class
- binary classifiers
- support vector machine
- multiple classes
- feature selection
- cost sensitive classification
- multi class classification
- cost sensitive
- multiclass problems
- multiclass support vector machines
- classification models
- binary classification
- pre trained
- base classifiers
- decision trees
- class imbalance
- classification accuracy
- model selection
- multi class problems
- training set
- training data
- machine learning algorithms
- multi task
- error correcting output codes
- probabilistic model
- pairwise
- machine learning
- support vector
- ensemble classifier
- majority voting
- pose estimation
- machine learning methods
- cross validation
- svm classifier