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Table 3 Mean average error in predicting gender balance

From: Improving official statistics in emerging markets using machine learning and mobile phone data

  EU SA
SVM-Linear 1.10% 1.21%
SVM-RBF 3.75% 1.53%
RF 14.53% 11.95%
Logistic 1.51% 1.20%
KNN 18.51% 17.22%