Table 2.
Target prediction performance on the LINCS phase II data
Cell lines | Number of compounds | Top 100 accuracy (SSGCN) |
Top 30 accuracy (SSGCN) |
Top 100 accuracy (CMap) |
Top 30 accuracy (CMap) |
---|---|---|---|---|---|
PC3 | 249 | 0.53 | 0.30 | 0.29 | 0.12 |
A549 | 41 | 0.66 | 0.51 | 0.31 | 0.20 |
MCF7 | 240 | 0.53 | 0.30 | 0.24 | 0.10 |
A375 | 245 | 0.51 | 0.31 | 0.30 | 0.15 |
HA1E | 238 | 0.56 | 0.34 | 0.27 | 0.13 |
HCC515 | 39 | 0.65 | 0.46 | 0.15 | 0.05 |
The bold means the best model