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. 2018 Jul 23;19:275. doi: 10.1186/s12859-018-2287-y

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