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Table 8

Overpredictions and underpredictions for ANN and ANFIS models

StagePercentage of overpredictions
Percentage of underpredictions
ModelGreater than 200%Greater than 100%Greater than 50%Total underpredictionsGreater than 25%Greater than 50%
ANN Training 0 0 0.6 28.0 0 0 
 Testing 0 1.4 1.4 30.4 13.0 0 
ANFIS Training 0 0 2.0 32.0 7.4 0 
 Testing 0 0 2.8 42.3 1.4 0 
StagePercentage of overpredictions
Percentage of underpredictions
ModelGreater than 200%Greater than 100%Greater than 50%Total underpredictionsGreater than 25%Greater than 50%
ANN Training 0 0 0.6 28.0 0 0 
 Testing 0 1.4 1.4 30.4 13.0 0 
ANFIS Training 0 0 2.0 32.0 7.4 0 
 Testing 0 0 2.8 42.3 1.4 0 
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