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Table 1 Comparison of prediction methods based on training dataset

From: Using multi-layer perceptron to identify origins of replication in eukaryotes via informative features

Species Methods Acc (%) Sn (%) Sp (%) MCC AUC
H. sapiens Ours 92.60 91.16 94.16 0.8677 0.9983
Wei et al. [9] 88.30 89.60 87.00 0.7660 0.9560
M. musculus Ours 90.80 89.38 92.21 0.8280 0.9821
Wei et al. 89.10 87.50 90.70 0.7662 0.9558
D. melanogaster Ours 91.22 91.53 90.89 0.8219 0.9876
Wei et al. 88.60 85.90 91.20 0.7720 0.9470
A. thaliana Ours 96.15 97.07 95.17 0.9155 0.9963
Wei et al. 94.09 93.79 93.50 0.8729 0.9817
P. pastoris Ours 94.20 92.36 95.76 0.8953 0.9678
Dao et al. [8] 88.38 87.69 89.00 0.7669 0.9500
S. pombe Ours 99.86 100 100 1 0.9985
Dao et al. 99.85 100 99.71 0.9971 0.9945
K. lactis Ours 96.72 97.36 96.19 0.9251 0.9965
Dao et al. 93.75 94.12 93.50 0.8715 0.9781