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Table 4 Performance comparison of various deep learning models on identifying enhancers

From: iEnhancer-DCLA: using the original sequence to identify enhancers and their strength based on a deep learning framework

Stages

Model

Acc(%)

Sn(%)

Sp(%)

MCC

First layer

CNN

75.00

79.00

71.00

0.5016

BiLSTM

74.00

82.50

65.50

0.4871

CNN-BiLSTM

76.75

78.00

75.50

0.5352

CNN-BiLSTM-Attention

78.25

78.00

78.50

0.5650