Class Before SMOTE 100% SMOTE 200% SMOTE 300% SMOTE 400% SMOTE Normal 4713 4713 4713 4713 9426 Wasted 1106 2212 2212 2212 2212 Underweight 1449 1449 2898 2898 2898 Stunted 2339 2339 2339 4678 4678

Table 19: Imbalanced classes before and after SMOTE.