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

Table 7

The best values of ML’s parameters which are applied to the features selected by Relief-F.

Model	Parameters	Values
DT	Impurity	Gini
	maxDepth	4
	maxBins	32
RF	Impurity	Gini
	maxDepth	5
	maxBins	32
LR	regParam	0.1
	maxIter	20
SVM	regParam	0.01
	maxIter	100
NB	Smoothing	0.1
GBT Classifier	maxDepth	4
	maxBins	20