TABLE 4.
Sample output of GeNetOntology. Averages over 10-fold MCCV are presented for different performance metrics. Obtained cumulatively for the top 10ranked Gene Ontology BP groups using the GDS1962 dataset.
#Groups | #Genes | Accuracy | Sensitivity | Specificity | AUC |
---|---|---|---|---|---|
10 | 133.9 | 0.94 | 0.96 | 0.9 | 1 |
9 | 122.9 | 0.95 | 0.96 | 0.95 | 0.995 |
8 | 114.9 | 0.94 | 0.96 | 0.9 | 0.985 |
7 | 107.8 | 0.95 | 0.96 | 0.95 | 0.98 |
6 | 93.8 | 0.94 | 0.98 | 0.85 | 0.99 |
5 | 88.6 | 0.95 | 0.98 | 0.9 | 1 |
4 | 74.7 | 0.98 | 0.98 | 1 | 1 |
3 | 62.4 | 0.95 | 0.96 | 0.95 | 1 |
2 | 48.2 | 0.94 | 0.98 | 0.85 | 0.98 |
1 | 31.9 | 0.91 | 0.96 | 0.8 | 0.97 |