Table 1
Results of the OMIS-20ML evaluation based on 3 independent validation experiments. Results are presented as mean ± standard deviation for ANN and RFC. Since those two values of accuracy are very close our results strongly indicate that input data (interaction of light with paired and unpaired electrons) and output data (classification into sterile versus non-sterile blood (irrespective of the concentration of bacteria) is valid.
| ANN |
RFC |
|||
|---|---|---|---|---|
| Mean | SD | Mean | SD | |
| Sensitivity | 0.9663 | 0.0005 | 0.9222 | 0.0629 |
| Specificity | 0.9333 | 0.0943 | 1.0000 | 0 |
| Positive predictive value | 0.9785 | 0.0304 | 1.0000 | 0 |
| Negative predictive value | 0.9024 | 0.0095 | 0.8253 | 0.1122 |
| Accuracy | 0.9581 | 0.02 | 0.9415 | 0.05 |
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