/IDS-KDDcup

Detecting Abnormal Connections of a Network-Flow (KDD-cup 99)

Primary LanguagePythonGNU General Public License v3.0GPL-3.0

IDS-KDDcup

Detecting Abnormal Connections of a Network Flow(KDD-cup 99)

Understanding Data

try to find out what is dataset different classes

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after mapping string value to numeric and divide all class to normal and abnormal

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Prepare Data

Feature redunction

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PCA

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IDS

Naive bayes

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Random Forest

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Logistic Regression

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Decision Tree

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SVC

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Compare algorithms

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