Results matrix of the previous studies
| Previous studies | Developed model(s) | Evaluation parameter(s) | Number of data points used |
|---|---|---|---|
| Ahmad et al. (2021) | MARSE | R-squared is 96%; RMSE is 3.59% | 362 |
| Ahmad et al. (2021) | ELM | R-squared between 81% and 91% | 312 |
| Rafizul and Roy (2020) | LMBP, BP, CG | R-squared is 90% | 129 |
| Yang and Zhang (1997) | Elastic net regularisation regression (ENRR), Lazy K-star, M-5 model tree, Gaussian | R-squared between 90% and 92% | 97 |
| Previous studies | Developed model(s) | Evaluation parameter(s) | Number of data points used |
|---|---|---|---|
| R-squared is 96%; | 362 | ||
| R-squared between 81% and 91% | 312 | ||
| LMBP, BP, | R-squared is 90% | 129 | |
| Elastic net regularisation regression ( | R-squared between 90% and 92% | 97 |
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