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. 2021 Feb 25;14:623–632. doi: 10.2147/IJGM.S289671

Table 2.

Statistic Summary of the 10-Times AUC Result for Each Model

Group Sum Average Variance
LightGBM 9.04933 0.904933 0.000678
Logistic regression 7.355297 0.73553 9.51×10−5
Random forest 7.284963 0.728496 0.000132
Support vector machine 7.371453 0.737145 8.81×10−5
eXtreme Gradient Boosting 7.6001 0.76001 5.96×10−5
Convolutional neural network 7.183812 0.718381 0.000311