What is the best method to handle Imbalanced Datasets in network anomaly detection?

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How can we differentiate between calcite, dolomite, siderite, magnesite and ankerite minerals in carbonatite rocks in thin section under op microscop?

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Muhammad Yaseen Khan

Use SMOTE.

Thomas W Kelsey

SMOTE is an option, but not guaranteed to be superior to others.

There is a very good survey of many different approaches here:

Article Survey of resampling techniques for improving classification...

I would try several of these to see which performs best for your data.

Wasim A. Ali

Muhammad Yaseen Khan I will read about SMOTE

thank you sir