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Applied Network Science
Fig. 12 | Applied Network Science

Fig. 12

From: Surrogate explanations for role discovery on graphs

Fig. 12

Accumulated Local Effect (Apley and Zhu 2020) plots for a surrogate model which classifies nodes to GraphWave roles 1 or 2 according to graphlet orbit counts. The figure plots the effect of 3 features: orbits 0; node degree and 27; previously the most important feature for the global model, and orbit 18; the most important feature in the surrogate model

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