Table 3 Effects of downsampling on the performance of predicting treatments for cancer
From: Task-driven knowledge graph filtering improves prioritizing drugs for repurposing
Disease | n | Original (MRR) | Modified (MRR) | %-Change |
|---|---|---|---|---|
Cancer (general) | 141 | 0.0154 | 0.0189 | \(+22.7\) |
Breast cancer | 65 | 0.0137 | 0.0245 | \(+78.8\) |
Lung cancer | 17 | 0.0177 | 0.0355 | \(+100.5\) |
Colon cancer | 16 | 0.0144 | 0.0160 | \(+11.1\) |