Table 3 Discovered pattern from full thoracic dataset for illustration
From: Imbalanced target prediction with pattern discovery on clinical data repositories
Pattern (Rule) | Coverage | Accuracy |
|---|---|---|
PRE11 = T, PRE10 = T, PRE9 = T, PRE8 = T, PRE7 = T, PRE6 = PRZ2, COPD = Yes, PRE25 = T, DGN = DGN5, PRE17 = T, PRE14 = OC14, PRE30 = T; r = 25% - > Risk1Yr = T | 0.42 | 0.23 |
OTHERWISE - > Risk1Yr = F | 0.58 | 0.91 |