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Table 1 The results produced by the proposed method and the SVM-based method on PPIs datasets

From: Prediction of protein self-interactions using stacked long short-term memory from protein sequences information

Model Data Sets ACC (%) TPR (%) SPC (%) PPV (%) MCC (%) AUC
SLSTM S.erevisiae 95.69 92.97 95.94 67.23 77.43 0.9828
Human 97.88 88.00 98.70 84.93 85.60 0.9908
SVM S.erevisiae 93.06 57.22 97.68 76.25 64.59 0.9345
Human 95.30 54.26 99.01 83.27 66.07 0.9261