Table 2.
Test set performance for each of the ten most commonly requested VA Disability exams.
Exam | Docs Count | Rules | TP | TN | FP | FN | sen | sp | p-lr | ppv | Npv |
---|---|---|---|---|---|---|---|---|---|---|---|
Audio | 146 | 7 | 989 | 63 | 41 | 106 | 90% | 61% | 229% | 96% | 37% |
Eye | 144 | 7 | 820 | 40 | 22 | 112 | 88% | 65% | 248% | 97% | 26% |
Feet | 145 | 10 | 943 | 58 | 35 | 104 | 90% | 62% | 239% | 96% | 36% |
GenM | 145 | 10 | 1096 | 104 | 70 | 303 | 78% | 60% | 195% | 94% | 26% |
iPTSD | 146 | 10 | 1150 | 41 | 24 | 245 | 82% | 63% | 223% | 98% | 14% |
Joints | 144 | 10 | 1086 | 84 | 40 | 100 | 92% | 68% | 284% | 96% | 46% |
Mental | 146 | 10 | 1093 | 61 | 35 | 251 | 81% | 64% | 223% | 97% | 20% |
rPTSD | 147 | 10 | 1131 | 92 | 60 | 187 | 86% | 61% | 217% | 95% | 33% |
Skin | 144 | 10 | 917 | 58 | 39 | 126 | 88% | 60% | 219% | 96% | 32% |
Spine | 147 | 11 | 1068 | 66 | 42 | 89 | 92% | 61% | 237% | 96% | 43% |
Total | 1454 | 95 | 10293 | 667 | 408 | 1623 | 86% | 62% | 228% | 96% | 29% |