Ransomware Detection and Classification Using Random Forest: A Case Study with the UGRansome2024 Dataset.
Peace AzugoHein VenterMike Wa NkongoloPublished in: CoRR (2024)
Keyphrases
- random forest
- fold cross validation
- feature set
- decision trees
- random forests
- cancer classification
- classification accuracy
- ensemble methods
- feature selection
- decision tree learning algorithms
- benchmark datasets
- feature vectors
- object detection
- ensemble classifier
- class labels
- support vector
- classification models
- feature space
- feature extraction
- feature ranking
- computer vision
- machine learning methods
- classification algorithm
- unsupervised learning
- test data
- base classifiers
- generalization ability
- svm classifier
- logistic regression
- machine learning algorithms
- image segmentation
- data mining