Table 1.
Percentile enrichment, Pearson’s r (with corresponding p-values), and MAE for a model that only includes normal cells as determined by clinician assessment
| k-Fold number | 20% Predicted lowest | 10% Predicted lowest | Lowest | Pearson’s r | MAE | |||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| % | p | n | dof | t | % | p | n | dof | t | % | r | p | ||
| 1 | 81.8 | 2.3E−02 | 5 | 25 | 2.43 | 86.4 | 2.1E–03 | 3 | 23 | 3.48 | 81.8 | 0.456 | 3.3E−02 | 0.016 |
| 2 | 57.1 | 6.5E−01 | 5 | 24 | 0.47 | 76.2 | 3.6E−02 | 3 | 22 | 2.41 | 57.1 | 0.171 | 4.6E−01 | 0.015 |
| 3 | 85.7 | 1.4E−03 | 5 | 24 | 3.65 | 85.7 | 1.7E−03 | 3 | 22 | 3.61 | 81.0 | 0.615 | 3.0E−03 | 0.020 |
| 4 | 85.7 | 6.6E−03 | 5 | 24 | 2.97 | 81.0 | 2.2E−02 | 3 | 22 | 2.49 | 81.0 | 0.456 | 3.8E−02 | 0.012 |
| 5 | 71.4 | 4.2E−01 | 5 | 24 | 0.85 | 52.4 | 9.1E−01 | 3 | 22 | 0.13 | 52.4 | 0.700 | 4.1E−04 | 0.011 |
| Mean | 76.4 | 76.3 | 70.6 | 0.480 | ||||||||||
| s.d. | 12.2 | 14.0 | 14.6 | 0.202 | ||||||||||