Research Article
Investigating Nonlinear Shoreline Multiperiod Change from Orthophoto Map Information by Using a Neural Network Model
Table 1
Performance (CC2) of neural network models under different data arrangements.
| NN model | I2H2O1 (Type 1) | I2H3O1 (Type 1) | I2H4O1 (Type 1) | TN | VF | TS | TN | VF | TS | TN | VF | TS |
| Averaged CC2 | 0.9786 | 0.9728 | 0.9723 | 0.9861 | 0.9771 | 0.9764 | 0.9864 | 0.9806 | 0.9803 |
| NN model | I2H2O1 (Type 2) | I2H3O1 (Type 2) | I
2H
4O
1 (Type 2) | TN | VF | TS | TN | VF | TS | TN | VF | TS |
| Averaged CC2 | 0.9760 | 0.9767 | 0.9750 | 0.9861 | 0.9901 | 0.9878 | 0.9873 | 0.9927 | 0.9831 |
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