Does noise pollution influence modal choices? A random forest application.

Distance is expectedly the most important variable both in Greater London and Brisbane ( Fig 3 ) with a clear trend that associates longer distance trips mostly with driving than cycling, while walking is predicted only for short distance trips ( Fig 4 ).

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