Code for IDS-ML: intrusion detection system development using machine learning algorithms (Decision tree, random forest, extra trees, XGBoost, stacking, k-means, Bayesian optimization..)
License: MIT License
In function Anomaly_IDS, there has one code acc = metrics.accuracy_score(y2, result2), but i get a error like "Unresolved reference 'y2'", can i get your help
After setting up the oversampling parameters, when oversampling the training set of X and Y, the following error occurs please tell me how to solve itγ
ValueError: Unknown label type: unknown. Maybe you are trying to fit a classifier, which expects discrete classes on a regression target with continuous values.
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.
I have the CICIDS2017 dataset file but after concatinating all Days .CSVs, the merged file is getting too long and it is not getting processed. Coould you please provide the CICIDS2017 file (as only sample file is given in data folder) to execute the code successively.
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