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

Table 6

The performance of ML with the features selected by Relief-F.

Models	Cross-validation performance				Test performance
	AC	PR	RE	FS	AC	PR	RE	FS
DT	100	100	100	100	100	100	100	100
RF	100	100	100	100	98	99	99	99
LR	99	99	99	99	98	99	99	99
SVM	99	99	99	99	98	99	99	99
NB	88	89	89	89	95	95	95	95
GBT Classifier	100	100	100	100	100	100	100	100