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

Table 3.

Comparison of results from 10-fold cross-validation for advanced methods

Method Acc Sen Spe Pre MCC AUC AUPRC
MGCNSS 0.9016 0.8916 0.8537 0.8413 0.8237 0.9273 0.8973
DGAMDA 0.8937 0.9053 0.8457 0.8657 0.8352 0.9516 0.9327
AMHMDA 0.8514 0.8562 0.8536 0.8642 0.8249 0.9218 0.9371
MSF-CNN 0.8276 0.8317 0.8341 0.8169 0.6935 0.8952 0.9015
CMV-GLA (Ours) 0.9506 0.9882 0.9132 0.9194 0.8589 0.9662 0.9431

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