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Framework to predict the signs of protein interactions. (a) Schematic representation of the framework. (b) Sources of signaling PPIs with known edge signs. (c) ROC plot and (d) precision-recall curve shows the performance of the sign prediction model. Black dots and the arrows show the chosen Sscore cutoff (Sscore ≥ 1 or Sscore ≤ −1).
