Table 10 Show all six method results with CRS (benchmark) (tones).
Year | Proposed model results | Existing result | |||||
|---|---|---|---|---|---|---|---|
SVM | RF | LASSO | CNN | ANN | RNN | CRS | |
2017 | 848.172 | 658.3949 | 569.1468 | 799.1192 | 646.309 | 478.6387 | 616 |
2018 | 932.012 | 721.0227 | 623.5541 | 883.575 | 711.8301 | 532.196 | 612 |
2019 | 727.58 | 563.7632 | 487.0536 | 715.8042 | 557.7229 | 426.0078 | 582 |
2020 | 748.368 | 579.8707 | 500.1528 | 733.527 | 573.4643 | 439.5536 | 564 |
2021 | 807.12 | 624.5254 | 540.9163 | 780.9112 | 615.7477 | 467.7094 | 569 |
2022 | 639.804 | 496.0842 | 428.098 | 604.5954 | 481.0005 | 354.5905 | 642 |
