Research Article
Hierarchical Neural Regression Models for Customer Churn Prediction
Table 7
Prediction performance of ANN in α-FCM + ANN + Cox hierarchical models.
| Hidden layer | Learning epochs | 50 | 100 | 200 | 300 |
| 8 | 84.32 | 85.31 | 87.96 | 89.21 | 12 | 84.71 | 87.76 | 86.63 | 86.34 | 16 | 87.35 | 93.20 | 92.67 | 90.78 | 20 | 90.35 | 83.81 | 91.01 | 89.59 | 24 | 88.11 | 86.21 | 88.78 | 88.33 | 28 | 83.72 | 86.54 | 89.98 | 87.53 | 32 | 85.69 | 87.91 | 85.41 | 87.15 |
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