Diagnosis of Chronic Kidney Disease Using Effective Classification Algorithms and Recursive Feature Elimination Techniques

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