Research Article

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

Table 4

The prediction results by method one.

Id Integer Avg = 97 ± 55.714[1.0; 193.0]

Failure Nominal Mode = yes (106), least = no (87) No (87), yes (106)
Prediction (failure) Nominal Mode = yes (112), least = no (81) No (81), yes (112)
Confidence (no) Real Avg = 0.457 ± 0.380 [0.0; 1.0]
Confidence (yes) Real Avg = 0.543 ± 0.380 [0.0; 1.0]