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Contingency table of the machine learning/optimization algorithm prediction of total fluid intake.
| UOsm | Accuracy | Acceptable classification | |||
|---|---|---|---|---|---|
| < 500 mOsm/kg | ≥ 500 mOsm/kg | ||||
| ∆[Actual-predicted] Total fluid intake | ≥ 0 | 185 | 22 | 85.5% | 94.8% |
| < 0 | 40 | 180 | |||
Values are number of datapoints per category. Total sample size is n = 427 datapoints.
