Table 8. Accuracy of the ceRNA networks inferred by different methods based on LINCS-L1000 (MCF7) dataset.
Accuracy (96h) | Accuracy (144h) | Overall Accuracy (96h + 144h) | |
---|---|---|---|
Cancerin (original) | 71.4% | 69.6% | 70.7% |
Hermes | 77.2% | 60.0% | 70.2% |
Cancerin (only_miRNA) | 67.1% | 73.9% | 69.6% |
Cancerin (OLS regression) | 66.1% | 58.1% | 62.9% |
Cancerin (sensitivity correlation filtering step deactivated) | 66.3% | 66.1% | 66.2% |
Correlation-based method | 62.8% | 68.2% | 65.0% |