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. 2023 May 31;13:8833. doi: 10.1038/s41598-023-36054-y

Table 1.

The prediction performance of ELPMA model using different individual learners.

Model Precision Sensitivity F1-score Acc AUC AUPR MCC
ELPMA-AB 0.7118 0.7153 0.7128 0.7124 0.7822 0.8000 0.4257
ELPMA-RF 0.9362 0.8592 0.8959 0.9003 0.9568 0.9664 0.8035
ELPMA-ERT 0.9650 0.8962 0.9292 0.9318 0.9793 0.9832 0.8660
ELPMA-XGB 0.9716 0.9369 0.9540 0.9548 0.9897 0.9914 0.9102

Significant values are in bold.