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Table 2 The prediction results on test dataset

From: Using multi-layer perceptron to identify origins of replication in eukaryotes via informative features

Species

Method

Acc (%)

Sn (%)

Sp (%)

MCC

AUC

H. sapiens

Ours

91.22

0.9153

0.9089

0.8219

0.9876

Wei et al. [9]

87.10

0.8990

0.8420

0.7420

0.9450

M. musculus

Ours

89.10

0.8131

0.8430

0.6670

0.8100

Wei et al. [9]

88

0.9160

0.8440

0.7620

0.9490

A. thaliana

Ours

94.20

0.9236

0.9576

0.8953

0.9678

Wei et al.

88.80

0.9010

0.8750

0.7770

0.9480

D. melanogaster

Ours

90.80

0.8938

0.9221

0.8280

0.9821

Wei et al.

87.50

0.8910

0.8590

0.7500

0.9440