Table 4.
Predictive results of 32 human cell data in a test set by the human model
Cell Type | SRA References | AUC | Precision | Recall | MCC |
---|---|---|---|---|---|
Fibroblast Aorta Adventitia | SRR5127206 | 0.995 | 0.983 | 0.963 | 0.945 |
Smooth Muscle Cell Aorta | SRR5127217 | 0.994 | 0.981 | 0.961 | 0.938 |
Astrocyte | SRR5127214 | 0.994 | 0.98 | 0.968 | 0.949 |
Smooth Muscle Cell Bladder | SRR5127215 | 0.992 | 0.971 | 0.963 | 0.936 |
Fibroblast Dermal (Adult) | SRR5127205 | 0.995 | 0.983 | 0.974 | 0.95 |
Fibroblast Dermal (Neonatal) | SRR5127225 | 0.995 | 0.989 | 0.96 | 0.942 |
Epithelium Keratinocyte (Adult) | SRR5127203 | 0.994 | 0.977 | 0.962 | 0.934 |
Epithelium Keratinocyte (Neonatal) | SRR5127208 | 0.993 | 0.975 | 0.942 | 0.923 |
Endothelial Aortic | SRR5139121 | 0.988 | 0.975 | 0.932 | 0.915 |
Endothelial Umbilical vein | SRR5127213 | 0.993 | 0.981 | 0.954 | 0.926 |
Epithelium Bronchial | SRR5127216 | 0.988 | 0.974 | 0.951 | 0.935 |
Chondrocyte | SRR5127229 | 0.995 | 0.985 | 0.959 | 0.944 |
Endothelial Microvascular | SRR5127201 | 0.991 | 0.973 | 0.957 | 0.945 |
Fibroblast Cardiac | SRR5127236 | 0.992 | 0.983 | 0.945 | 0.94 |
Melanocyte | SRR5127207 | 0.995 | 0.99 | 0.981 | 0.954 |
Epithelium Mammary | SRR5127224 | 0.99 | 0.976 | 0.941 | 0.927 |
Epithelium Prostate | SRR5127212 | 0.992 | 0.975 | 0.961 | 0.948 |
Epithelium Renal Cortex | SRR5127204 | 0.988 | 0.966 | 0.948 | 0.927 |
Epithelium Renal Proximal | SRR5127230 | 0.992 | 0.978 | 0.949 | 0.936 |
Stromal cell Prostate | SRR5127226 | 0.991 | 0.976 | 0.963 | 0.94 |
Myoblast Skeletal Muscle | SRR5127218 | 0.99 | 0.974 | 0.956 | 0.932 |
Epithelium Intestinal | SRR5127223 | 0.994 | 0.985 | 0.973 | 0.957 |
Myofibroblast | SRR5127220 | 0.991 | 0.987 | 0.965 | 0.95 |
Smooth Muscle Cell Prostate | SRR5127222 | 0.991 | 0.978 | 0.961 | 0.943 |
Neuron Dopaminergic | SRR5127234 | 0.982 | 0.963 | 0.922 | 0.916 |
Neuron Cortical | SRR5127209 | 0.986 | 0.968 | 0.917 | 0.917 |
Mesangial | SRR5127221 | 0.996 | 0.986 | 0.971 | 0.948 |
Osteoblast | SRR5127233 | 0.997 | 0.986 | 0.955 | 0.946 |
Fibroblast Periodontal ligament | SRR5127227 | 0.994 | 0.986 | 0.962 | 0.946 |
Epithelium Renal | SRR5127235 | 0.992 | 0.989 | 0.954 | 0.936 |
Epithelium Retinal Pigment | SRR5127210 | 0.994 | 0.988 | 0.974 | 0.959 |
Skeletal Muscle Cell | SRR5127202 | 0.995 | 0.984 | 0.96 | 0.936 |
Mean | 0.992 | 0.98 | 0.956 | 0.939 | |
Std dev | 0.003 | 0.007 | 0.014 | 0.012 |