Research Article

Prediction of Attendance Demand in European Football Games: Comparison of ANFIS, Fuzzy Logic, and ANN

Table 9

Predicted attendance rates of the ANN models.

NumberPredicted attendance rates
Elman (10 n.)Elman (15 n.)Elman (20 n.)Feed-forward (10 n.)Feed-forward (15 n.)Feed-forward (20 n.)Cascade (10 n.)Cascade (15 n.)Cascade (20 n.)

10.68240.81570.68210.69650.65130.50260.72220.81480.8153
20.71670.75580.71680.70550.63420.86900.82930.59560.7328
30.84840.79150.78480.79860.74880.82740.80960.77700.7009
40.75770.73470.69880.72180.70640.73790.71270.66680.6234
50.77480.79240.81280.77320.81980.78100.78020.80270.6234
60.52930.57950.51350.58000.54840.59660.53730.65860.7041
70.87830.87020.80090.79580.83840.80270.75320.78730.6618
80.43770.43960.44490.45000.45140.44540.45300.43810.4478
90.63350.58020.65610.52240.72320.87540.73090.69170.6388
100.41670.45210.42390.46890.48740.94150.50340.44560.4907
110.72260.68830.59580.52370.65190.38900.54910.73690.4813
120.55520.51350.54360.53670.47430.46760.50750.55390.5352
130.89220.86110.76360.85450.87760.69480.82280.77600.6995
140.66050.66320.55110.71280.51110.64420.71480.71010.6906
150.87090.91320.90310.95930.91430.97230.85580.89230.9336
160.64310.64200.68330.88840.73600.64390.70980.80560.8008
170.75180.71690.57740.57620.65710.69430.61720.59820.6691
180.76030.74300.62600.69060.70740.58930.65520.65400.5848
190.70460.67860.62610.69200.70040.60140.64020.66980.5929
200.80800.76750.82480.74490.86080.91380.76500.83570.8793
210.84240.80670.82290.84930.81670.90990.73880.82300.7678
220.60250.60410.59120.55700.67110.86810.58980.67740.6387
230.52100.52350.51700.56420.50300.69150.52510.51850.5831