Table 3 Prediction Accuracy of the 3 Models in l a (%)
From: DL-ADR: a novel deep learning model for classifying genomic variants into adverse drug reactions
ADR category | M1 | M2 | M3 |
|---|---|---|---|
Abnormal platelet counting | 16.2 | 18.6 | 13.9 |
Abnormal protein counting | 18.4 | 15.2 | 15.0 |
Abnormal TBIL | 16.9 | 14.8 | 14.5 |
Abnormal neutrophil ratio | 13.2 | 13,7 | 11.0 |
Abnormal lymphocyte ratio | 12.9 | 14.3 | 11.4 |
Fecal occult blood | 17.8 | 18.9 | 16.1 |
Abnormal fibrinogen | 14.7 | 15.0 | 12.9 |
Prolonged PT | 15.9 | 18.9 | 14.6 |
Abnormal blood chlorine | 14.7 | 16.0 | 14.1 |
Abnormal hemoglobin | 20.6 | 20.9 | 18.7 |
Abnormal RBC | 15.7 | 14.9 | 13.4 |
Abnormal urobilinogen | 21.8 | 19.9 | 17.5 |
Urine protein | 20.1 | 21.6 | 19.8 |
Abnormal APTT | 14.6 | 13.7 | 12.5 |