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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