Research Article
Optimizing Deep Learning Model for Software Cost Estimation Using Hybrid Meta-Heuristic Algorithmic Approach
Table 4
Parameter evaluation using different datasets.
| Optimization models | NASA | COCOMO | KEMERER | MRE | MMRE | MBRE | PRED | MRE | MMRE | MBRE | PRED | MRE | MMRE | MBRE | PRED |
| Basic COCOMO | 1.93 | 4.95 | 6.39 | 8.04 | 2.76 | 7.07 | 9.12 | 11.49 | 2.79 | 7.15 | 9.23 | 11.62 | BAT | 1.51 | 3.87 | 5.00 | 6.30 | 1.87 | 4.78 | 6.16 | 7.77 | 1.97 | 5.04 | 6.51 | 8.20 | ACO | 1.67 | 4.28 | 5.53 | 6.96 | 2.19 | 5.61 | 7.24 | 9.12 | 2.49 | 6.38 | 8.23 | 10.37 | HACO-BA | 1.06 | 2.72 | 3.51 | 4.42 | 1.35. | 3.47 | 4.47 | 5.63 | 1.61 | 4.12 | 5.31 | 6.69 |
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