Which feature extraction technique achieves 100% accuracy while reducing the number of features from 117 to 1?

Which feature extraction technique achieves 100% accuracy while reducing the number of features from 117 to 1?: a task in SmolDataEnvs-harbor-train (Harbor dataset). Files (in /home/user/input, no subfolders): - mushrooms.csv