Network Activity Anomaly Detection
The script walks you through the steps of loading and preparing your dataset, training a machine-learning model, and evaluating its performance in distinguishing normal network activities from Neptune attacks. It includes encoding categorical data, normalizing the features, and utilizing a Random Forest Classifier for prediction. Finally, it creates a submission file containing the model's predictions for the test dataset.
7/3/2024
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#python
#advanced