Research Article

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

Table 5

The prediction results by the 2nd method.

IdIntegerAvg = 97 ± 55.714[1.0; 193.0]

FailureNominalMode = yes (106), least = no (87)No (87), yes (106)
Prediction (failure)NominalMode = yes (105), least = no (88)No (88), yes (105)
Confidence (no)RealAvg = 0.408 ± 0.371[0.0; 1.0]
Confidence (yes)RealAvg = 0.592 ± 0.371[0.0; 1.0]