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

Table 12

Best models for the testing results.

Best models	Features	Measure methods
		AC	PR	RE	FS
SVM	Full features	100	100	100	100
RF	Full features	100	100	100	100
SVM	Features selected by chi-square	100	100	100	100
DT	Features selected by Relief-F	100	100	100	100
GBT Classifier	Features selected by Relief-F	100	100	100	100