Table 1 List of categories for each dataset used to evaluate FAUN classification performance. GC is the gene count per category.
Dataset 1 (50TG) | |
|---|---|
GC | Category |
15 | Cancer |
11 | Alzheimer |
5 | Development |
16 | Cancer & Development |
3 | Alzheimer & Development |
Dataset 2 (BGM) | |
GC | Category |
21 | Biocarta: Caspase cascade in apoptosis |
8 | Biocarta: Sonic hedgehog pathway |
10 | Biocarta: Adhesion and diapedesis of lymphocytes |
10 | GO: Biological process: telomere maintenance |
7 | GO: Cellular constituent: cornified cell envelope |
20 | GO: Molecular function: DNA helicase |
8 | MeSH: Disease: retinitis pigmentosa |
8 | MeSH: Disease: retinitis pancreatitis |
10 | MeSH: Disease: nephroblastoma (Wilm’s tumor) |
Dataset 3 (NatRev) | |
GC | Category |
26 | Autism |
10 | Diabetes |
25 | Translation |
37 | Mammary Gland Development |
12 | Fanconi Anemia |