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Table 4 K-mers calculation results after KL screening

From: A classification model for lncRNA and mRNA based on k-mers and a convolutional neural network

kvalue

number of k-mers

number of k-mers after KL screening

original model accuracy

model accuracy after KL screening

calculation time of the original model (s/epoch)

calculation time of KL screening model (s/epoch)

5

1024

115

0.7565

0.782

95 s

4 s

6

4096

1045

0.7748

0.779

855 s

47 s

4 + 5

1280

112

0.7532

0.629

290 s

4 s

2 + 3 + 5

1104

195

0.9798

0.9761

217 s

27 s