Prediction of mutations in H1 neuraminidases from North America influenza A virus engineered by internal randomness.

Abstract excerpt

Recently, we defined the randomness within a protein as an important force engineering mutations. Thereafter we build a cause-mutation relationship, where one side is the quantified randomness and the other side is the occurrence or non-occurrence of mutation. This way, we switch the prediction of mutation into the problem of classification, which can be solved using either logistic regression or neural network....

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