Missing values omitted for… | All | Issues | Withdrawal capacity | In/out ratio | Well depth | Injection horizon | Casing material | Casing diameter | Injection formation | Transmissivity | Confinement |
Model Statistics |
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Observations | 204 | 120 | 126 | 121 | 125 | 111 | 112 | 99 | 121 | 51 | 60 |
Classification accuracy (null model) (%) | 57.7 | 59.5 | 58.3 | 59.8 | 57.9 | 58.0 | 59.3 | 56.0 | 57.4 | 57.7 | 52.5 |
Classification accuracy (with variables) (%) | 67.7 | 90.1 | 69.3 | 69.7 | 68.3 | 71.4 | 69.0 | 69.0 | 72.1 | 61.5 | 77.0 |
Improvement of classification accuracy (%) | 10 | 30.6 | 11 | 9.9 | 10.4 | 13.4 | 9.7 | 13.0 | 14.7 | 3.8 | 24.5 |
P-value of Hosmer and Lemeshow test [39] | 0.267 | 0.837 | 0.329 | 0.220 | 0.528 | 0.506 | 0.308 | 0.218 | 0.238 | 0.421 | 0.475 |
Cox & Snell Pseudo R2 [40] | 0.142 | 0.583 | 0.170 | 0.178 | 0.161 | 0.173 | 0.197 | 0.115 | 0.211 | 0.039 | 0.432 |
Nagelkerke Pseudo R2 [41] | 0.192 | 0.788 | 0.229 | 0.241 | 0.216 | 0.233 | 0.266 | 0.155 | 0.284 | 0.053 | 0.576 |
Regression Coefficients (Log-Odds) |
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Constant | 21.021 | −1.868 | −0.162 | −0.184 | −0.752 | −0.883 | −19.841 | −0.152 | −0.890 | −0.215 | −21.203 |
Region-Southeast Coast | −0.389 | 1.573 | −0.414 | −0.460 | 0.140 | 0.550 | 0.195 | 0.369 | −0.103 | 0.983 | −2.569 |
Region-California | 1.571 | 5.559 | 2.645 | 2.569 | 2.342 | 2.720 | 2.056 | 1.889 | 0.831 | 1.029 | 36.197 |
Region-Pacific Northwest | 0.182 | 3.737 | 0.320 | 0.088 | 0.802 | 1.300 | 0.537 | 0.530 | −22.309 | 0.390 | 29.670 |
Region-Basin Range | 0.713 | 3.277 | 0.634 | 0.757 | 1.003 | 2.066 | 1.031 | 1.050 | −0.030 | 1.124 | −0.413 |
Region-Mid-Atlantic | 1.588 | 1.710 | 1.567 | 1.459 | 1.897 | 2.534 | 2.239 | 2.157 | 0.462 | 0.590 | 18.767 |
Issue-Clogging | - | −4.490 | - | - | - | - | - | - | - | - | - |
Issue-Tested then abandoned | - | −26.549 | - | - | - | - | - | - | - | - | - |
Issue-Recovery problems | - | −25.282 | - | - | - | - | - | - | - | - | - |
Issue-Water quality or arsenic problems | - | −5.616 | - | - | - | - | - | - | - | - | - |
Issue-Expired permit | - | 18.236 | - | - | - | - | - | - | - | - | - |
Water source-groundwater | −21.476 | 3.263 | −0.289 | −0.469 | −0.411 | −0.997 | −20.048 | −0.503 | 0.244 | −0.270 | 5.097 |
Water source-reclaimed water | −21.102 | 3.871 | 0.133 | −0.349 | 0.077 | −0.776 | −19.139 | −0.038 | 0.394 | −0.833 | 4.658 |
Water source-surface runoff | −21.021 | 2.774 | 0.191 | −0.039 | −0.032 | −0.379 | −19.477 | 0.011 | 0.645 | −0.253 | 6.235 |
Withdrawal capacity (MGD) | - | - | 0.001 | −0.004 | - | - | - | - | - | - | - |
In/out ratio | - | - | - | −0.432 | - | - | - | - | - | - | - |
Well depth (ft) | - | - | - | - | 0.001 | 0.001 | 0.000 | - | - | - | - |
Injection horizon (ft) | - | - | - | - | - | −0.001 | - | - | - | - | −0.003 |
Casing material-steel | - | - | - | - | - | - | 38.840 | - | - | - | - |
Casing material-PVC | - | - | - | - | - | - | 38.116 | - | - | - | - |
Casing material-stainless steel | - | - | - | - | - | - | 39.562 | - | - | - | - |
Casing diameter (ft) | - | - | - | - | - | - | - | −0.028 | - | - | - |
Injection formation-sandstone | - | - | - | - | - | - | - | - | 0.203 | - | - |
Injection formation-sand | - | - | - | - | - | - | - | - | 1.097 | - | - |
Injection formation-limestone | - | - | - | - | - | - | - | - | −0.144 | - | - |
Injection formation-alluvial | - | - | - | - | - | - | - | - | 1.352 | - | - |