Assessing risk factors for malnutrition among women in Bangladesh and forecasting malnutrition using machine learning approaches

Table 6 Rank of different models based on their accuracy, Cohen’s Kappa, and\(F_1\)score with rank value for training and test data

Model	Accuracy		Kappa		\(F_1\)		Rank total
Model	Training	Test	Training	Test	Training	Test	(Rank)
NB	0.593 (5)	0.590 (5)	0.166 (3)	0.162 (2)	0.653 (6)	0.648 (6)	27 (6)
CART	0.605 (1)	0.591 (4)	0.174 (1)	0.147 (5)	0.691 (4)	0.679 (3)	18 (2)
C5.0	0.598 (4)	0.591 (4)	0.153 (5)	0.143 (6)	0.693 (2)	0.686 (2)	23 (4)
LR	0.578 (6)	0.594 (3)	0.079 (6)	0.153 (4)	0.714 (1)	0.675 (5)	25 (5)
RF	0.600 (3)	0.602 (1)	0.159 (4)	0.167 (1)	0.692 (3)	0.692 (1)	13 (1)
GBM	0.601 (2)	0.596 (2)	0.169 (2)	0.161 (3)	0.681 (5)	0.676 (4)	18 (2)

ISSN: 2055-0928