Network Anomaly Detection

1. Feature Engineering with correlated matrix 2. Applied PCA 3. Tuned HyperParameters using Grid Search CV for Random Forest and XGBoost Classifier 4. Compared the above 2 algorithms with Logistic regression 5. Selected Random Forest according to f1 score

7/4/2024
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Tags:  

#python 

#classification 

#machine-learning 

#beginner