Table 1 Description of characteristics for overweight and obese individuals.

Feature	Feature summary				Drop in variance	P value
Feature	Minimum	Maximum	Average	Standard deviation	Drop in variance	P value
Continuous feature
FCVC	1.00	3.00	2.43	0.51	165.15	0.0000
NCP	1.00	4.00	2.64	0.73	3.40	0.0334
FAF	0.00	3.00	0.93	0.80	3.34	0.0353
CH₂O	1.00	3.00	2.06	0.60	0.18	0.8328
TUE	0.00	2.00	0.62	0.58	0.15	0.8581
Age	15.00	56.00	25.60	6.48	0.02	0.9784

Drop in Variance is the test statistic of covariance test. P Value is the p value of covariance test. For continuous features, minimum, maximum, average and standard deviation are displayed. For categorical features, Count is the sample size under each category.

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