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This research mainly employed principal element analysis (PCA) for your dimensionality reduction of several Road top quality indicators. Whilst The true secret strategies of PCA have yielded predicted outcomes, several debates persist. For example, PCA necessitates data standardization to ensure the equitable contribution of each and every variable