Which data attribute is the most important in predicting whether tumors into malignant $($cancerous$,$ labeled as M$)$ or benign$($non cancerous, labeled as B$)?$

Group of answer choices

compactness$\_$mean

area$\_$mean

texture$\_$mean

The attributes shown on the classification tree are equally important