Sensitivity analysis/independent variable importance – model 1
| Predictor | Importance | Normalised importance | Rank | SEMβ (for comparison) |
|---|---|---|---|---|
| SP | 0.319 | 100% | 1 | 0.496 (p < 0.001) |
| GTL | 0.280 | 87.6% | 2 | 0.647 (p < 0.001) |
| GIC | 0.238 | 74.7% | 3 | 0.538 (p < 0.001) |
| CSR | 0.162 | 50.8% | 4 | 0.439 (p < 0.001) |
| Predictor | Importance | Normalised importance | Rank | |
|---|---|---|---|---|
| 0.319 | 100% | 1 | 0.496 ( | |
| 0.280 | 87.6% | 2 | 0.647 ( | |
| 0.238 | 74.7% | 3 | 0.538 ( | |
| 0.162 | 50.8% | 4 | 0.439 ( |
NRI = normalised relative importance. RMSE (training) = 0.136; RMSE (testing) = 0.127 Sigmoid activation. SEMβ values are provided for cross-method comparison
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