Radiomics feature

Hi everyone, i need help for these choices what is the best for the features?

Radiomic Features — pyradiomics v3.1.0rc2.post5+g6a761c4 documentation.

First order are basic stats, mean, etc. SHape has volume, surface area, etc. The others are texture features.