Research Article

Predicting Subcontractor Performance Using Web-Based Evolutionary Fuzzy Neural Networks

Table 3

Comparison of prediction results.

Pattern no.Subcontractor performanceFL predicted performanceNNs predicted performanceEFNNs predicted performance

230.68750.57930.60640.6810
240.70830.57480.72470.7046
250.68750.59860.68370.7175
260.68750.61580.63500.6892
270.72920.61690.62250.6898
280.79170.61580.64910.7428
290.77080.62450.75500.7601
300.79170.64130.75880.8180
310.79170.65670.74690.8038
320.83330.65460.79430.8409
330.89580.66940.88260.8702
340.91670.69680.93530.9132

RMSE0.15270.06240.0234

Real performance score is multiplied by 96.