Fig. 8: The overview of analysis steps. | npj Natural Hazards

Fig. 8: The overview of analysis steps.

From: Machine learning approach for disaster risk and resilience assessment in coupled human infrastructure systems performance

Fig. 8

Total of eleven features are classified into two indexes and then classified into four clusters using the PAC indexed Hierarchical algorithm. These clusters are then labeled as risk and resilience archetypes based on their index values. Accordingly, disparities in risk-resilience archetypes of CBGs with varying median income levels are examined.

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