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Table 2 Impact evaluations of balanced and imbalanced sample datasets on performance of PlncRNA-HDeep

From: PlncRNA-HDeep: plant long noncoding RNA prediction using hybrid deep learning based on two encoding styles

Ratio

F1-score (%)

AUC (%)

GM (%)

1:1

96.5

99.3

96.5

1:2

76.5

91.6

82.7

1:3

70.4

91.1

80.7

  1. “Ratio” refers to the ratio of positive samples and negative samples in the dataset
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