Temporal performance across core, extended and direct-logistics specifications
| Specification | Rows | Countries | First year | Last year | Cutoff | Best model | R-squared | RMSE |
|---|---|---|---|---|---|---|---|---|
| Core annual readiness | 1,711 | 51 | 1985 | 2024 | 2017 | Extra Trees | 0.651 | 14.149 |
| Extended readiness | 1,711 | 51 | 1985 | 2024 | 2017 | Extra Trees | 0.667 | 13.845 |
| Direct logistics readiness | 467 | 51 | 2007 | 2022 | 2018 | Extra Trees | 0.809 | 10.738 |
| Specification | Rows | Countries | First year | Last year | Cutoff | Best model | RMSE | |
|---|---|---|---|---|---|---|---|---|
| Core annual readiness | 1,711 | 51 | 1985 | 2024 | 2017 | Extra Trees | 0.651 | 14.149 |
| Extended readiness | 1,711 | 51 | 1985 | 2024 | 2017 | Extra Trees | 0.667 | 13.845 |
| Direct logistics readiness | 467 | 51 | 2007 | 2022 | 2018 | Extra Trees | 0.809 | 10.738 |
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