Table 5 Median NS-AUC value across Top-3 algorithms (in average) and all \(N=100\) iterations for each dataset in Table 1. The values are rounded up to the closest second decimal place.
From: Comprehensive evaluation of pure and hybrid collaborative filtering in drug repurposing
Synthetic | LRSSL | Gottlieb | Cdataset | Fdataset | PREDICT (public) | PREDICT (private) | DNdataset | TRANSCRIPT |
|---|---|---|---|---|---|---|---|---|
1.00 | 0.87 | 0.84 | 0.84 | 0.81 | 0.79 | 0.78 | 0.73 | 0.68 |