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Figure 8 | EPJ Data Science

Figure 8

From: Understanding peace through the world news

Figure 8

Individual SHAP Value plot for Saudi Arabia. It presents the model output value, i.e., the estimation of the GPI of October 2018, and the base value, which is the value that would be predicted if the variables for the current output were unavailable. The plot also displays the most important variables that the model uses for the GPI estimation, such as “Cooperate economically” and “Appeal for aid”. The red arrows are the variables that push the GPI estimation higher, and the blue ones push the estimation lower

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