What is the best way to normalize heterogenous parameters?

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Sobhan Sarkar Popular answer

Nahian Ahmed is right.

Mohammad Behdad Jamshidi

Conference Paper Heterogeneous Face Recognition from Local Structures of Norm...

Nahian Ahmed

Three basic methods you can try for parameter normalization are:

Min-Max normalization
Mean-Standard Deviation normalization
Standardization

Perhaps, making three versions of parameters (normalized via aforementioned techniques) and then using in intended method (i.e. machine learning, deep learning etc) and comparing results will be the most concrete albeit slow process.

Sobhan Sarkar