Predicting Chronic Kidney Disease Using Hybrid Machine Learning Based on Apache Spark

Table 8

The weights of all features that are selected by Relief-F.

Features	Weights
rbc	0.455 1
haem	0.365 745
pcv	0.311 56
sg	0.289 825
htn	0.275 375
al	0.257 775
dm	0.240 85
rc	0.160 433
pc	0.136 225
sod	0.104 587
Age	0.065 923
appe	0.062 875
pe	0.056 825
su	0.031 65
bgr	0.029 549
ane	0.027
bu	0.022 733
sc	0.015 806
pcc	0.015 675
wc	0.006 426
ba	−0.000 12
pot	−0.004 11
cad	−0.011 97
bp	−0.015 84