Table 2 Cross-corpus results measured with AUC. AUC results for cross-corpus testing. Rows correspond to training corpora and columns to test corpora.
AImed | rank | BioInfer | rank | HPRD50 | rank | IEPA | rank | LLL | rank | avg. rank | |
|---|---|---|---|---|---|---|---|---|---|---|---|
AImed | - | - | 67.7% | 2 | 82.4% | 1 | 76.1% | 2 | 77.8% | 3 | 2 |
BioInfer | 77.8% | 1 | - | - | 75.2% | 3 | 79.3% | 1 | 83.3% | 1 | 1.5 |
HPRD50 | 72.5% | 2 | 61.8% | 3 | - | - | 74.9% | 3 | 64.0% | 4 | 3 |
IEPA | 70.2% | 3 | 72.2% | 1 | 80.0% | 2 | - | - | 82.5% | 2 | 2 |
LLL | 61.8% | 4 | 61.0% | 4 | 69.4% | 4 | 74.8% | 4 | - | - | 4 |