An Improved Random Forest Algorithm for Predicting Employee Turnover

Table 5

Prediction results for 10-fold cross-validation with employee dataset.

Algorithms	a	b	Classified as
RF	1683	46	a=No
	101	170	b=Yes
C4.5	1669	60	a=No
	119	152	b=Yes
Logistic	1677	52	a=No
	144	127	b=Yes
BP	1650	79	a=No
	135	136	b=Yes
WQRF	1679	50	a=No
	94	177	b=Yes