Goal of this Project\ Predict Ransomware & Malware based on file properties extracted from a tool. It's a classification problem (Supervised Machine Learning). The data was imbalanced and must be transformed using (Synthetic Samples: SMOTE-Tomek).
Highlights
LIME Explainability for Local Interpretation |
Model Performance on Test Dataset | |
---|---|
Confusion Matrix |
Metrics Test Data Results:
Install Libraries using requirements.txt
pip install -r /path/to/requirements.txt