Table 1.
Gain versus loss | Logistic regression | Random forest | ||||||||
Tissue | 12.5 day | 13.5 day | 14.5 day | 15.5 day | 16.5 day | 12.5 day | 13.5 day | 14.5 day | 15.5 day | 16.5 day |
Forebrain | 0.53 | 0.59 | 0.64 | 0.6 | 0.62 | 0.57 | 0.67 | 0.7 | 0.67 | 0.7 |
Heart | 0.62 | 0.62 | 0.5 | 0.62 | 0.6 | 0.62 | 0.64 | 0.64 | 0.64 | 0.62 |
Hindbrain | 0.53 | 0.63 | 0.63 | 0.63 | 0.59 | 0.58 | 0.69 | 0.71 | 0.7 | 0.69 |
Limb | 0.52 | 0.57 | 0.56 | 0.58 | NA | 0.61 | 0.61 | 0.67 | 0.64 | NA |
Liver | 0.59 | 0.54 | 0.47 | 0.54 | 0.53 | 0.64 | 0.59 | 0.52 | 0.59 | 0.61 |
Midbrain | 0.58 | 0.63 | 0.65 | 0.62 | 0.62 | 0.59 | 0.71 | 0.72 | 0.69 | 0.7 |
Neural tube | 0.55 | 0.61 | 0.65 | 0.59 | NA | 0.59 | 0.67 | 0.72 | 0.68 | NA |
High versus low | Logistic regression | Random forest | ||||||||
Tissue | 12.5 day | 13.5 day | 14.5 day | 15.5 day | 16.5 day | 12.5 day | 13.5 day | 14.5 day | 15.5 day | 16.5 day |
Forebrain | 0.63 | 0.64 | 0.63 | 0.63 | 0.61 | 0.7 | 0.69 | 0.69 | 0.69 | 0.67 |
Heart | 0.61 | 0.63 | 0.61 | 0.62 | 0.62 | 0.69 | 0.7 | 0.69 | 0.7 | 0.68 |
Hindbrain | 0.63 | 0.62 | 0.62 | 0.62 | 0.63 | 0.69 | 0.69 | 0.68 | 0.69 | 0.7 |
Limb | 0.63 | 0.63 | 0.62 | 0.62 | NA | 0.69 | 0.69 | 0.67 | 0.68 | NA |
Liver | 0.62 | 0.6 | 0.6 | 0.59 | 0.59 | 0.69 | 0.67 | 0.67 | 0.66 | 0.67 |
Midbrain | 0.62 | 0.62 | 0.63 | 0.63 | 0.62 | 0.68 | 0.69 | 0.69 | 0.68 | 0.68 |
Neural tube | 0.65 | 0.63 | 0.62 | 0.64 | NA | 0.7 | 0.69 | 0.67 | 0.7 | NA |