Automated Prediction of Employee Attrition Using Ensemble Model Based on Machine Learning Algorithms

Table 1

Overview of machine learning methods used for the prediction of employee turnover.

Ref.	Machine learning method
	DT	RF	GBT	XGB	LR	SVM	NN	LDA	NB	KNN	AdaBoost
Alao and Adeyem	Yes	–	–	–	–	–	–	–	–	–
Sisodia et al.	Yes	Yes				Yes			Yes	Yes
Zhao et al.	Yes	Yes	Yes	Yes	Yes	Yes	Yes	Yes	Yes	Yes
Yadav et al.	Yes	Yes			Yes	Yes					Yes
Alduayj, S. S. and Rajpoot, K. (2018)		Yes				Yes				Yes
Falluchi et al.	Yes	Yes			Yes	Yes			Yes	Yes