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. 2020 Jul 6;8:e9470. doi: 10.7717/peerj.9470

Table 4. The performance of CNN_3 and CNN_4 on the combined dataset.

The training performance on the combined dataset with different ratios collected from 5-fold cross-validation are described.

Site Ratio Model
CNN_3 CNN_4
AUPRC Precision Recall MCC AUPRC Precision Recall MCC
Donor 1:1 0.987 0.944 0.969 0.841 0.988 0.940 0.973 0.846
1:3 0.969 0.911 0.939 0.899 0.970 0.900 0.949 0.898
1:5 0.954 0.892 0.912 0.882 0.954 0.875 0.931 0.882
1:7 0.940 0.878 0.886 0.865 0.940 0.854 0.915 0.866
Acceptor 1:1 0.972 0.902 0.949 0.846 0.973 0.898 0.954 0.847
1:3 0.933 0.850 0.894 0.827 0.935 0.839 0.907 0.828
1:5 0.903 0.820 0.851 0.802 0.904 0.806 0.870 0.806
1:7 0.877 0.804 0.811 0.780 0.878 0.788 0.835 0.783

Notes.

Bold styling emphasizes the highest values regarding the evaluation metrics used in the study.