From: Learning curves for drug response prediction in cancer cell lines
Dataset | \(m_{k=1}\) | \(m_K=|T|\) | \(MAE_{fit} (\times 10^{-5})\) | ||
---|---|---|---|---|---|
hGBDT | sNN | mNN | |||
GDSC1 | 20,000 | 115,863 | 2.0 | 8.4 | 3.3 |
GDSC2 | 20,000 | 78,423 | 0.8 | 2.1 | 2.6 |
CTRP | 50,000 | 203,650 | 0.4 | 1.0 | 1.7 |
NCI-60 | 100,000 | 675,000 | 0.8 | 2.1 | 0.9 |