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

Table 9

The performance of ML with full features.

Models	Cross-validation performance				Test performance
	AC	PR	RE	FS	AC	PR	RE	FS
DT	98.43	98	98	98	95	95	95	95
RF	100	100	100	100	100	100	100	100
LR	99	99	99	99	98	99	99	99
SVM	99	99	99	99	100	100	100	100
NB	84	88	84	84	87	91	88	88
GBT Classifier	99	99	99	99	95	95	95	95