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Fig. 2

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Radius accuracy of Model 1 after recalculating the planet interior based on the MDN prediction. Panel a shows the distribution of the relative radius error of 10000 sample points. The blue line marks the median, with the blue area showing the range where 80% of values lie. Panels b–e show the standard deviation in relative radius errors σ for a variety of planet parameters: bulk density (b), planet mass (c), equilibrium temperature (d), and average atmosphere thickness of recomputed planet samples (e). Each point represents one of 500 planets from the test data set (see the text for more details).

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