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achevrot / scifly

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Issues about model applicability #1

Open mazhikun1998 opened 2 years ago

mazhikun1998 commented 2 years ago

Hello. Could your model detect anomalies of flights that do not exist in the training set? For example, European flights for training, while Asian for testing? Thank you.

achevrot commented 2 years ago

Hi,

Yes, I tested exactly that for the experiments presented in my paper. Trained on European flights and tested on Australian and American ones resulting in low FPR overall. Please note that I only considered commercial flights though.