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. 2019 May 7;4:39. doi: 10.3389/fsoc.2019.00039

Table 4.

Machine-learning techniques to minimize the inaccuracy in selectivity measures (country-level relative education minus regional-level relative education).

Model Mean absolute error (MAE) Root mean square error (RMSE)
Random forest 0.014 0.026
XGBoost 0.015 0.030
Neural net 0.035 0.079