基于融合相似性和三部图的 circRNA 与疾病关联预测

王波,刘庭斌,张剑飞,杜晓昕,王鑫炜

Prediction of circRNA and disease association based on fusion similarity and tripartite graph

Bo WANG,Ting-bin LIU,Jian-fei ZHANG,Xiao-xin DU,Xin-wei WANG

表 2 所提模型在不同测试方法下的评估指标对比

Tab.2 Comparison of indicators for proposed model at different test methods

数据集 测试 AUC% AUPR% TPR% p% F1 % MCC% D1 LOOCV 97.01 86.26 98.18 4.32 8.27 89.06 D1 5折 97.01 86.27 98.09 4.35 8.30 89.11 D1 10折 97.02 86.27 98.15 4.33 8.29 89.08 D1 均值 97.01 86.27 98.14 4.33 8.29 89.08 D2 LOOCV 94.46 78.01 93.85 5.40 10.22 86.68 D2 5折 94.47 77.98 93.88 5.41 10.23 86.67 D2 10折 94.47 78.03 93.87 5.41 10.25 86.68 D2 均值 94.47 78.01 93.87 5.41 10.23 86.68