Type | Dataset | Usage | # of drugs | Avg of cell lines | Avg of R/S |
---|---|---|---|---|---|
in vitro | GDSC | Training and cross validation | 243 | 776 | 685/91 |
in vitro | CCLE | External validation | 10 | 224 | 200/24 |
in vitro | CTRP | External validation | 62 | 404 | 340/64 |
in vitro | PDX | External validation | 6 | 31 | 27/4 |
in vivo | TCGA | External validation | 13 | 27 | 14/13 |