Fig. 5: SHAP value summary plots for all six clusters. | npj Urban Sustainability

Fig. 5: SHAP value summary plots for all six clusters.

From: Exploring residential built-up form typologies in Delhi: a grid-based clustering approach towards sustainable urbanisation

Fig. 5

The SHAP value summary plot ranks features based on their contribution to cluster characterisation, with the most important features at the top. Each feature is represented by a horizontal bar where the colour of the bar indicates the value of the variable or feature, with blue indicating a low value and red indicating a high value64. The direction of the SHAP value denotes how effectively a feature value can characterise the cluster. A positive (negative) SHAP value denotes a feature that is more likely (less likely) to characterise the cluster.

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