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. 2022 Sep 21;12:1000471. doi: 10.3389/fonc.2022.1000471

Table 2.

The mean of the confusion matrix of each model after 5-fold cross-validation 10 times.

Test
Group Model T P F N FP TN
T1 Lasso+SVM 19.94 4.06 3.98 20.02
Lasso+LR 19.78 4.22 4.54 19.46
LR1+SVM 20.60 3.40 3.56 20.44
LR1 20.58 3.42 3.86 20.14
T1C Lasso+SVM 20.36 3.64 2.58 21.42
Lasso+LR 19.64 4.32 3.40 20.60
LR1+SVM 19.40 4.60 1.90 22.10
LR1 19.18 4.82 1.98 22.02
T2 Lasso+SVM 20.50 3.50 3.38 20.62
Lasso+LR 19.86 4.14 5.30 18.70
LR1+SVM 20.60 3.40 2.56 21.44
LR1 20.24 3.76 2.96 21.94
Multi-task Lasso1,1+SVM 21.44 2.56 2.22 21.78
Lasso1,1+LR 20.48 3.52 2.70 21.30
Lasso2,1+SVM 20.16 3.84 1.64 22.36
Lasso2,1+LR 20.32 3.68 2.64 21.36
Ours+SVM 20.90 3.10 0.76 23.24
Ours 20.12 3.88 1.16 22.84