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

Table 2

Parameter values used in the preprocessing step.

Parameters	Parameter values
Maximum class level	20
Interval cut-off	20
Maximum missing percentage	50
Partitioning method	Stratify
Partitioning ratios	60 : 30 : 10
Imputation (missing values) method	Count for categorical variable
	Mean for interval variables