Research Article

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 methodTraining algorithmPrediction results

StratifiedNeural networkAccuracy:69.97% (±5.17%)
Yes/no:74/119
StratifiedDecision treeAccuracy:67.91%
Yes/no:94/99
StratifiedNaïve BayesianAccuracy:69.97% (±8.61%)
Yes/no:100/93
Absolute stratifiedWJ-48Accuracy:75.13%
Yes/no:96/97