Use some imbalancement compensation technique when training the IOT classifier

cochaviz / iot_classifier

IoT device classification based on packet size

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Use some imbalancement compensation technique when training the IOT classifier #7

Open cochaviz opened 1 year ago

cochaviz commented 1 year ago

The paper mentions the following:

The following algorithms were used: Synthetic Minority Oversampling Technique (SMOTE) (over-sampling), RandomUnderSampling (under-sampling) and BalanceCascade (ensemble).

Currently, we do no such thing.

cochaviz commented 1 year ago

Partly done in #8 (SMOTE is still missing)