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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