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brennanMosher / False-Data-Injection-Detection-for-Smart-Grid-Systems

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Data Preprocessing #5

Closed brennanMosher closed 2 years ago

brennanMosher commented 2 years ago

Log Transformation, other processing for original data

bnazzal commented 2 years ago

Used MinMax scaling (since we have negative values). Overall no significant improvement in the results. Furthermore, adding scaling and normalizing might add overhead when getting new data, which is not appropriate for intrusion detection