Table 3 Results for cytotoxicity (C) models
Model | Cell Line | Task set | Kernel | Average test set precision, (+) labels | Average test set precision, (-) labels |
|---|---|---|---|---|---|
C.1 | H460 | LC50 | Gaussian | 0.707 (0.032) | 0.809 (0.008) |
C.2 | H460 | LC50 & TGI | Gaussian | LC50: 0.711 (0.034) TGI: 0.732 (0.021) | LC50: 0.809 (0.009) TGI: 0.834 (0.009) |
C.3 | H460 | TGI | Gaussian | 0.729 (0.028) | 0.838 (0.009) |
C.4 | H460 | LC50 | linear | 0.630 (0.056)* | 0.788 (0.014)* |
C.5 | H460 | TGI | linear | 0.683 (0.047)** | 0.803 (0.013)** |
C.6 | MCF7 | LC50 | Gaussian | 0.675 (0.019) | 0.801 (0.011) |
C.7 | MCF7 | LC50 & TGI | Gaussian | LC50: 0.674 (0.036) TGI: 0.685 (0.027) | LC50: 0.798 (0.016) TGI: 0.820 (0.012) |
C.8 | SF-268 | LC50 & TGI | Gaussian | LC50: 0.665 (0.056) TGI: 0.698 (0.047) | LC50: 0.826 (0.014) TGI: 0.845 (0.013) |