Table 5.
No. | Data | Criterion | Precision | Recall | F-score |
---|---|---|---|---|---|
1 | AIMed+ molecule+ subunit | Exact | 81.69 | 66.67 | 73.42 |
Partial | 91.39 | 74.58 | 82.14 | ||
AIMed+ molecule+ subunit+ complex | Exact | 77.78 | 66.16 | 71.50 | |
Partial | 91.14 | 77.52 | 83.78 | ||
AIMed+ molecule+ subunit+ complex+ domain | Exact | 76.45 | 67.18 | 71.52 | |
Partial | 89.39 | 78.54 | 83.62 | ||
2 | GENETAG+ molecule+ family | Exact | 71.08 | 55.03 | 62.03 |
Partial | 87.40 | 67.66 | 76.27 | ||
GENETAG+ molecule+ family+ subunit+ complex+ domain | Exact | 69.90 | 58.28 | 63.56 | |
Partial | 85.30 | 71.11 | 77.56 | ||
3 | AIMed+ DNA | Exact | 75.69 | 41.76 | 53.83 |
Partial | 87.96 | 48.53 | 62.55 | ||
AIMed+ filtered DNA | Exact | 80.48 | 42.66 | 55.76 | |
Partial | 92.29 | 48.91 | 63.94 | ||
4 | GENETAG+ DNA | Exact | 69.82 | 36.44 | 47.89 |
Partial | 83.97 | 43.82 | 57.59 | ||
GENETAG+ filtered DNA | Exact | 76.57 | 35.18 | 48.21 | |
Partial | 92.70 | 42.60 | 58.38 | ||
5 | AIMed+ molecule+ subunit+ complex+ filtered DNA | Exact | 77.49 | 67.69 | 72.26 |
Partial | 91.37 | 79.82 | 85.21 | ||
AIMed+ molecule+ subunit+ complex+ domain+ filtered DNA | Exact | 75.78 | 68.33 | 71.86 | |
Partial | 89.09 | 80.33 | 84.49 | ||
GENETAG+ molecule+ family+ subunit+ complex+ domain+ filtered DNA | Exact | 70.97 | 66.14 | 68.47 | |
Partial | 85.14 | 79.34 | 82.14 | ||
GENETAG+ molecule+ family+ subunit+ complex+ domain+ filtered DNA+ RNA | Exact | 71.34 | 67.02 | 69.11 | |
Partial | 84.82 | 79.68 | 82.17 | ||
6 | pure AIMed | Exact | 80.44 | 75.10 | 77.68 |
Partial | 88.24 | 82.38 | 85.20 | ||
AIMed + GENIA Protein | Exact | 65.06 | 67.31 | 66.16 | |
Partial | 78.89 | 81.61 | 80.23 | ||
7 | pure GENETAG | Exact | 71.38 | 68.00 | 69.65 |
Partial | 86.21 | 82.12 | 84.11 | ||
GENETAG + GENIA Protein | Exact | 69.75 | 58.48 | 63.62 | |
Partial | 84.77 | 71.08 | 77.33 |
Here, DNA represents the GENIA DNA_domain_or_region and RNA represents the GENIA RNA_molecule.