Fig. 4: Relation between the input features and their importance scores averaged over the different test batch configurations in the bootstrapping. | Nature Communications

Fig. 4: Relation between the input features and their importance scores averaged over the different test batch configurations in the bootstrapping.

From: Exploring interactions between socioeconomic context and natural hazards on human population displacement

Fig. 4: Relation between the input features and their importance scores averaged over the different test batch configurations in the bootstrapping.

The horizontal axis represents the normalized feature values. At the same time, the color scale is given by the mean product between the weights of the linear model (A) and the feature value or the mean Shapley value per event for the Gradient Boosting Machines (B) and Random Forests (C). The covariates are displayed in decreasing order of importance.

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