Does the Label Encoding method allow for the identification of feature importance after model training?

Does the Label Encoding method allow for the identification of feature importance after model training?: a task in SmolDataEnvs-harbor-train (Harbor dataset). Files (in /home/user/input, no subfolders): - mushrooms.csv