Table 1. Model Prediction Metrics for the Validation Data set Used to Estimate Geogenic Lithium (Li) in Drinking-Water Supply Wells throughout the Conterminous United States.
Li classification | class 1 (≤4 μg/L) | class 2 (>4 to ≤10 μg/L) | class 3 (>10 to ≤30 μg/L) | class 4 (>30 μg/L) |
---|---|---|---|---|
sensitivity | 0.8850 | 0.3333 | 0.6100 | 0.5580 |
specificity | 0.7905 | 0.9188 | 0.8424 | 0.9548 |
balanced accuracy | 0.8377 | 0.6261 | 0.7262 | 0.7564 |