Research Article
Assessment of Artificial Intelligence Models for Developing Single-Value and Loop Rating Curves
Table 6
Ranking the performances of different methods for developing single-value rating curves.
| | Method | Ranking results for each data set | Summation of ranks | Total rank | | Dataset 1 | Dataset 2 | Dataset 3 | Dataset 4 |
| | Conventional | 2 | 6 | 6 | 6 | 20 | 6 | | EA | 3 | 4 | 5 | 2 | 14 | 3 | | MHBMO | 5 | 3 | 2 | 1 | 11 | 2 | | ANN | 1 | 5 | 4 | 4 | 14 | 3 | | MGGP | 6 | 1 | 3 | 5 | 15 | 5 | | Hybrid MGGP-GRG | 4 | 2 | 1 | 3 | 10 | 1 |
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