Table 4.

The importance of predictive variables in diagnosing CKD.

Features	Priority ratio (%)
al	17.99
hemo	14.34
pcv	12.91
sc	12.09
rc	7.51
bu	6.56
sg	6.08
pcv	5.60
htn	4.64
bgr	3.48
dm	3.20
pe	1.25
wc	1.01
sod	0.92
rbc	0.91
bp	0.39
su	0.35
appet	0.28
ba	0.18
age	0.18
cad	0.09
pcc	0.06
pot	0.00
ane	0.00