Gradient boosting weights analysis
i am working on a small data set of 250 rows and 17 features from chemical industry and expert people would like to know the most infuential parameters for the target based on the given data.
I got the weights from Gradient boosting algorithm but,i would like to know is this weights true ? with what confidence i can trust these weights? According to the experts there is one feature which was given low weigth which they think that should be given high weight .
could you please help me how can i trust my weights from gradient boosting.