Table 6 Generalization in terms of genes and locations. The table compares the AUROC for three different settings
From: Semantic biclustering for finding local, interpretable and predictive expression patterns
Dataset | Method | kG | kL | bd |
|---|---|---|---|---|
Ovary | Bicluster Enrichment | 0.929 ±0.013 | 0.677 ±0.03 | 0.818 ±0.014 |
Rules (JRip) | 0.692 ±0.02 | 0.583 ±0.01 | 0.583 ±0.02 | |
Tree (J48) | 0.725 ±0.002 | 0.604 ±0.01 | 0.604 ±0.02 | |
IDiscs | Bicluster Enrichment | 0.705 ±0.06 | 0.560 ±0.02 | 0.593 ±0.03 |
Rules (JRip) | 0.588 ±0.01 | 0.546 ±0.01 | 0.537 ±0.02 | |
Tree (J48) | 0.630 ±0.06 | 0.627 ±0.05 | 0.602 ±0.04 |