Understanding and Mitigating Label Bias in Malware Classification: An Empirical Study.
Jia YanXiangkun JiaLingyun YingPurui SuPublished in: QRS (2022)
Keyphrases
- class labels
- classification accuracy
- multi label
- feature vectors
- pattern recognition
- feature extraction
- classification process
- multi label classification
- support vector
- decision trees
- support vector machine
- supervised learning
- classification algorithm
- image classification
- text classification
- support vector machine svm
- classification rules
- classification method
- pattern classification
- classification models
- automatic classification
- data sets
- classification scheme
- classification rate
- class membership
- labeling process
- model selection
- decision rules
- machine learning algorithms
- feature set
- training set
- feature space
- training data
- feature selection
- data mining