TomasB
TomasB

Reputation: 744

Different attack types (labels) in training set than in test set

I am currently working on KDD CUP 99 and NSL-KDD datasets (Intrusion detection datasets). They are divided into training and test sets, however when I go through the sets they have different attack types (data labels).

Is it normal?

The accuracy of predictions on the test set will be decreased because of the classes which my classifier was not be able to classify correctly since it was never trained on them.

Thank you!

Upvotes: 0

Views: 48

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