# Does it make sense to use feature importances based in gini index for other classifiers?

I would like to know if makes sense running yellowbrick.features.FeatureImportances with a RandomForestClassifier model in order to find most influent features, and then fit a different model (e.g. MLPClassifier) with them.

Unfortunately, FeatureImportances doesn't support MLPClassifier to find features. Docs can be checked here