Table 5 Improvement of HVSM compared with VSM, IntelliGO, TCSS, Resnik, Lin, Jiang, Schlicker, and SimGIC on the H. sapiens PPI datasets
From: An improved approach to infer protein-protein interaction based on a hierarchical vector space model
CC | BP | MF | ||||
|---|---|---|---|---|---|---|
Complete dataset | Partial dataset | Complete dataset | Partial dataset | Complete dataset | Partial dataset | |
VSM | 5% | 5% | 12% | 11% | 9% | 9% |
IntelliGO | 3% | 3% | 2% | 2% | 6% | 8% |
TCSS | 2% | 1% | 1% | 0% | 3% | 4% |
Resnik | 4% | 5% | 2% | 2% | 4% | 6% |
Lin | 6% | 7% | 3% | 3% | 5% | 5% |
Jiang | 6% | 7% | 5% | 4% | 4% | 5% |
Schlicker | 6% | 7% | 3% | 2% | 7% | 8% |
SimGIC | 5% | 5% | 11% | 10% | 8% | 8% |