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 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 |
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