Why can deep convolutional neural networks improve protein fold recognition?
A visual explanation by interpretation
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Input query protein sequence (only one) in FASTA format :
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Model constructed on PDNA-543
Model constructed on PDNA-335
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Max MCC
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Threshold 1 (
Max MCC
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Threshold 2 (
FPR
≈5%)
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Sen
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Spe
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Reference:
Yan Liu, Yi-Heng Zhu, Xiaoning Song, Jiangning Song* and Dong-Jun Yu*. Why can deep convolutional neural networks improve protein fold recognition? A visual explanation by interpretation.
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Dong-Jun Yu
Programmed by Yan liu