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.
| Number | Predicted 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.) |
| 1 | 0.6824 | 0.8157 | 0.6821 | 0.6965 | 0.6513 | 0.5026 | 0.7222 | 0.8148 | 0.8153 | 2 | 0.7167 | 0.7558 | 0.7168 | 0.7055 | 0.6342 | 0.8690 | 0.8293 | 0.5956 | 0.7328 | 3 | 0.8484 | 0.7915 | 0.7848 | 0.7986 | 0.7488 | 0.8274 | 0.8096 | 0.7770 | 0.7009 | 4 | 0.7577 | 0.7347 | 0.6988 | 0.7218 | 0.7064 | 0.7379 | 0.7127 | 0.6668 | 0.6234 | 5 | 0.7748 | 0.7924 | 0.8128 | 0.7732 | 0.8198 | 0.7810 | 0.7802 | 0.8027 | 0.6234 | 6 | 0.5293 | 0.5795 | 0.5135 | 0.5800 | 0.5484 | 0.5966 | 0.5373 | 0.6586 | 0.7041 | 7 | 0.8783 | 0.8702 | 0.8009 | 0.7958 | 0.8384 | 0.8027 | 0.7532 | 0.7873 | 0.6618 | 8 | 0.4377 | 0.4396 | 0.4449 | 0.4500 | 0.4514 | 0.4454 | 0.4530 | 0.4381 | 0.4478 | 9 | 0.6335 | 0.5802 | 0.6561 | 0.5224 | 0.7232 | 0.8754 | 0.7309 | 0.6917 | 0.6388 | 10 | 0.4167 | 0.4521 | 0.4239 | 0.4689 | 0.4874 | 0.9415 | 0.5034 | 0.4456 | 0.4907 | 11 | 0.7226 | 0.6883 | 0.5958 | 0.5237 | 0.6519 | 0.3890 | 0.5491 | 0.7369 | 0.4813 | 12 | 0.5552 | 0.5135 | 0.5436 | 0.5367 | 0.4743 | 0.4676 | 0.5075 | 0.5539 | 0.5352 | 13 | 0.8922 | 0.8611 | 0.7636 | 0.8545 | 0.8776 | 0.6948 | 0.8228 | 0.7760 | 0.6995 | 14 | 0.6605 | 0.6632 | 0.5511 | 0.7128 | 0.5111 | 0.6442 | 0.7148 | 0.7101 | 0.6906 | 15 | 0.8709 | 0.9132 | 0.9031 | 0.9593 | 0.9143 | 0.9723 | 0.8558 | 0.8923 | 0.9336 | 16 | 0.6431 | 0.6420 | 0.6833 | 0.8884 | 0.7360 | 0.6439 | 0.7098 | 0.8056 | 0.8008 | 17 | 0.7518 | 0.7169 | 0.5774 | 0.5762 | 0.6571 | 0.6943 | 0.6172 | 0.5982 | 0.6691 | 18 | 0.7603 | 0.7430 | 0.6260 | 0.6906 | 0.7074 | 0.5893 | 0.6552 | 0.6540 | 0.5848 | 19 | 0.7046 | 0.6786 | 0.6261 | 0.6920 | 0.7004 | 0.6014 | 0.6402 | 0.6698 | 0.5929 | 20 | 0.8080 | 0.7675 | 0.8248 | 0.7449 | 0.8608 | 0.9138 | 0.7650 | 0.8357 | 0.8793 | 21 | 0.8424 | 0.8067 | 0.8229 | 0.8493 | 0.8167 | 0.9099 | 0.7388 | 0.8230 | 0.7678 | 22 | 0.6025 | 0.6041 | 0.5912 | 0.5570 | 0.6711 | 0.8681 | 0.5898 | 0.6774 | 0.6387 | 23 | 0.5210 | 0.5235 | 0.5170 | 0.5642 | 0.5030 | 0.6915 | 0.5251 | 0.5185 | 0.5831 |
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