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Table 2 The comparison of AUROC between the proposed model and several previous network-based methods in LOOCV on the v2012 dataset

From: A learning-based method to predict LncRNA-disease associations by combining CNN and ELM

Method

LDACE

LDARF

LRLSLDA-LNCSIM1

LRLSLDA-LNCSIM2

AUROC

0.8560

0.7760

0.8130

0.8198

  1. As a result, the proposed method increases the AUROC of 0.08, 0.043, and 0.0362