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Western-OC2-Lab / Intrusion-Detection-System-Using-Machine-Learning

Code for IDS-ML: intrusion detection system development using machine learning algorithms (Decision tree, random forest, extra trees, XGBoost, stacking, k-means, Bayesian optimization..)
MIT License
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Lack of memory #1

Closed peacemo closed 2 years ago

peacemo commented 2 years ago

How did you exactly run the Tree-base jupyter notebook on the original CIDIDS2017 dataset, it's insane!!! 16 GB of memory is far from being enough to support the whole exps.

LiYangHart commented 2 years ago

The original CICIDS2017 dataset is about 1GB. I'm also working on a machine with 16GB of memory and I believe it's enough to run it. Please try it on another machine.