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

Table 4

The performance of ML with the features selected by chi-square.

Models	Cross-validation performance				Test performance
	AC	PR	RE	FS	ACC	PR	RE	FS
DT	97	98	98	98	92	93	93	93
RF	100	100	100	100	95	95	95	95
LR	97	97	97	97	97	98	97	97
SVM	97	97	97	97	100	100	100	100
NB	81	85	82	82	82	88	82	82
GBT Classifier	98	98	98	98	95	95	95	95