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. 2026 May 13;27:142. doi: 10.1186/s12859-026-06463-7

Table 8.

Comparison of results from ablation experiments with different models under negative sample selection strategy

Method Acc Sen Spe Pre MCC AUC AUPRC
No_ass 0.8397 0.9007 0.8094 0.8471 0.6724 0.9272 0.9257
No_sim 0.9546 0.9879 0.9461 0.9349 0.8573 0.9756 0.9679
No_LA 0.9465 0.9905 0.9472 0.9278 0.8356 0.9809 0.9768
No_MAF 0.9578 0.9864 0.9184 0.9372 0.8964 0.9824 0.9816
No_CL 0.9569 0.9846 0.9435 0.9437 0.8849 0.9847 0.9789
CMV-GLA (Ours) 0.9723 0.9929 0.9488 0.9511 0.9023 0.9889 0.9842

Bold values indicate the best performance among all compared methods for each metric