From: Cost sensitive hierarchical document classification to triage PubMed abstracts for manual curation
Classifier | ||||||||
---|---|---|---|---|---|---|---|---|
Human Expert | Â | Allergy | Autoimmunity | Infectious Disease | Transplantation | Cancer | HIV | Other |
 | Allergy | 11 | 1 | 0 | 0 | 0 | 0 | 0 |
 | Autoimmunity | 0 | 58 | 0 | 0 | 0 | 0 | 1 |
 | Infectious | 0 | 1 | 100 | 0 | 1 | 0 | 2 |
 | Disease |  |  |  |  |  |  |  |
 | Transplantation | 0 | 1 | 0 | 8 | 0 | 0 | 0 |
 | Cancer | 0 | 1 | 0 | 1 | 41 | 0 | 2 |
 | HIV | 0 | 0 | 2 | 0 | 0 | 33 | 0 |
 | Other | 0 | 1 | 1 | 0 | 1 | 0 | 20 |
 | Total | 0 | 5 | 3 | 1 | 2 | 0 | 5 |
 | Incorrect:16 |  |  |  |  |  |  |  |
 | Uncuratable | 17 | 62 | 120 | 26 | 68 | 45 | 17 |