Ensemble of Filter and Embedded Feature Selection Techniques for Malware Classification using High-dimensional Jar Extension Dataset.
Yi Wei TyeUmi Kalsom YusofSamat TulparPublished in: ICSCA (2023)
Keyphrases
- high dimensional
- high dimensionality
- benchmark datasets
- training set
- pattern recognition
- classification accuracy
- decision trees
- classification method
- support vector machine
- classification models
- machine learning
- training samples
- image classification
- neural network
- support vector machine svm
- supervised learning
- feature extraction
- support vector
- concept drifting data streams
- final classification
- data sets
- training data
- feature space
- feature set
- feature vectors
- class labels
- machine learning methods
- model selection
- microarray data
- dimension reduction
- cost sensitive
- ensemble methods
- low dimensional
- random forest
- training dataset
- classifier ensemble
- multiple classifiers
- data points
- email spam
- machine learning algorithms