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Add files from Desktop Soumya folder - #2

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Add files from Desktop Soumya folder#2
sange-soumya wants to merge 7 commits into
mainfrom
Soumya

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@sange-soumya
sange-soumya force-pushed the Soumya branch 2 times, most recently from 7240e4b to 1ee67e5 Compare October 23, 2025 13:03
This script trains multiple machine learning models on KDD dataset, evaluates their performance, and saves the results to a text file.
The script implements a network attack detection model using various machine learning algorithms. It includes data loading, cleaning, encoding, balancing, scaling, PCA reduction, model training, and evaluation.
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