A Comparison of Word2Vec, HMM2Vec, and PCA2Vec for Malware Classification.
Aniket ChandakWendy LeeMark StampPublished in: CoRR (2021)
Keyphrases
- feature extraction
- classification accuracy
- principal component analysis
- hidden markov models
- pattern recognition
- decision trees
- pattern classification
- support vector
- dimension reduction
- high dimensional
- feature vectors
- dimensionality reduction
- classification algorithm
- support vector machine svm
- training samples
- covariance matrix
- feature space
- preprocessing
- principal components analysis
- principal components
- supervised learning
- class labels
- model selection
- image classification
- learning algorithm
- training data
- feature selection