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. 2024 Nov 8;14(22):2504. doi: 10.3390/diagnostics14222504

Table 5.

Wilcoxon signed-rank test results (p-values) with NNET with other models based on fold-wise performance metrics.

Model Accuracy F1 Score prAUC Precision Recall
Random forest 0.003 0.003 0.001 0.027 0.003
SVM 0.049 0.049 0.140 0.500 0.087
GBM 0.500 0.500 0.047 0.500 1.000
XGBoost 0.500 0.500 0.007 1.000 0.500
C5.0 0.007 0.007 0.001 0.024 0.007
k-NN 0.003 0.001 0.001 0.003 0.001
Logistic regression 0.091 0.087 0.248 0.500 0.186