will end up coming with may have some good interactions with the lower ranking filters and you will see an increase if they're in their importance and also the ranking of the filters is dependent of the complexity of the models some low ranking filters may have they become really important if you increase the complexity or if you decrease the complexity some some high important filters may decrease so here is an example using the Titanic exam so on the left you can see the original row features and on the right I just added a