Table 1 Summary of data sets used in the study.
From: Multitask learning improves prediction of cancer drug sensitivity
| CCLE | CTD2 | NCI60 | |
|---|---|---|---|
| Feature matrix size (N×P) | 436 × 43971 | 228 × 43971 | 59 × 18134 |
| Features | Expression, copy number variation and mutation | Expression, copy number variation and mutation | Expression |
| Response matrix size (N×T) | 436 × 24 | 228 × 354 | 59 × 255 |
| Response measurements | Activity area | Area under the concentration-response curve | −LOG10(GI50) |
