Research Article
Application of Artificial Intelligent Approach to Predict the Normal Boiling Point of Refrigerants
Table 1
Statistical analysis of EDT boosted and ELM algorithms.
| Model | Phase | R 2 | MRE (%) | MSE | RMSE | STD |
| EDT | Train | 0.995 | 1.22 | 25.59 | 5.06 | 3.18 | Test | 0.995 | 1.32 | 27.89 | 5.28 | 3.46 | Total | 0.995 | 1.25 | 26.16 | 5.11 | 3.25 |
| ELM | Train | 0.995 | 1.07 | 25.74 | 5.07 | 3.74 | Test | 0.995 | 1.11 | 26.63 | 5.16 | 3.83 | Total | 0.995 | 1.08 | 25.96 | 5.16 | 3.76 |
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