Table 5 System output compared to MeSH indexing
From: Clustering cliques for graph-based summarization of the biomedical research literature
Topic | Recall | Precision | F-score |
|---|---|---|---|
Diabetes Mellitus | 0.61 | 0.62 | 0.61 |
(95% CI) | (0.50-0.71) | (0.51-0.72) | (0.52-0.70) |
Lung Neoplasms | 0.71 | 0.79 | 0.75 |
(95% CI) | (0.57-0.85) | (0.66-0.93) | (0.62-0.88) |
Schizophrenia | 0.86 | 0.89 | 0.87 |
(95% CI) | (0.77-1) | 0.73-0.89) | 0.76-0.99) |
Hypersensitivity | 0.75 | 0.73 | 0.74 |
(95% CI) | (0.65-0.86) | 0.63-0.84) | 0.65-0.83) |
Oxidative stress | 0.58 | 0.62 | 0.60 |
(95% CI) | (0.47-0.68) | (0.51-0.73) | (0.51-0.69) |
Hydrocortisone | 0.77 | 0.77 | 0.77 |
(95% CI) | (0.67-0.87) | (0.67-0.87) | (0.68-0.86) |
Heat-Shock Proteins | 0.49 | 0.52 | 0.50 |
(95% CI) | (0.39-0.60) | (0.41-0.62) | (0.42-0.59) |
Anti-inflammatory Agents, Non-steroidal | 0.60 | 0.57 | 0.58 |
(95% CI) | (0.47-0.72) | (0.45-0.69) | (0.48-0.68) |
Hydroxymethylglutaryl-CoA Reductase Inhibitors | 0.78 | 0.75 | 0.77 |
(95% CI) | (0.67-0.89) | (0.65-0.86) | (0.67-0.86) |
Tumor Necrosis Factors | 0.64 | 0.73 | 0.68 |
(95% CI) | (0.53-0.75) | (0.62-0.83) | (0.59-0.78) |
Interleukin-6 | 0.49 | 0.47 | 0.48 |
(95% CI) | (0.37-0.62) | (0.35-0.59) | (0.38-0.58) |
Overall | 0.64 | 0.65 | 0.65 |
(95% CI) | (0.61-0.68) | (0.62-0.69) | (0.62-0.68) |