Implementation of Predictive Data Mining Techniques for Identifying Risk Factors of Early AVF Failure in Hemodialysis Patients

Table 8

Final predicted results in analysis with location.

Sampling method	Training algorithm	Prediction results
Stratified	Neural network	Accuracy:	69.97% (±5.17%)
		Yes/no:	74/119
Stratified	Decision tree	Accuracy:	67.91%
		Yes/no:	94/99
Stratified	Naïve Bayesian	Accuracy:	69.97% (±8.61%)
		Yes/no:	100/93
Absolute stratified	WJ-48	Accuracy:	75.13%
		Yes/no:	96/97