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adamjanovsky / AndroidMalwareCrypto

The analysis of cryptography in Android malicious applications
MIT License
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Evaluator inside feature engineering #29

Open dmacko232 opened 2 years ago

dmacko232 commented 2 years ago

Consider adding evaluator that computes statistics into feature engineering. Also not sure if swapping order of records selection -> feature engineering to feature engineering -> records selection is not better. And moving feature scaling into feature selection might be better also.

dmacko232 commented 2 years ago

Take note that the dataset columns (column corresponds to a key in json) are a bit different in a cleaned dataset. For example, the metadata dictionary column is separated into different columns with names prefixed by metadata_.

dmacko232 commented 2 years ago

Currently, it should be easy to add evaluator into feature engineering after there were some major changes to the pipeline. See #31