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Table 6 Comparison with existing state-of-the-art methods (dataset1 with 5 subcellular compartments)

From: GM-lncLoc: LncRNAs subcellular localization prediction based on graph neural network with meta-learning

Method

F1

Recall

Acc(%)

lncLocator [25]

0.367

0.363

59.1

DeepLncLoc [31]

0.563

0.524

53.7

GM-lncLoc (Ours)

0.933

0.933

93.4

GM-lncLoc (the test set consists of real samples)

0.901

0.902

90.3