Skip to main content

Advertisement

Table 2 Performance measures for SVM-RBF at different confidence thresholds in EU and SA ( \(\pmb{\mathrm{Positive}=\mathrm{Women}}\) , \(\pmb{\mathrm{Negative}=\mathrm{Men}}\) ): True Positive Rate (TPR), False Negative Rate (FNR), True Negative Rate (TNR), False Positive Rate (FPR)

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

Country Confidence subset TPR FNR TNR FPR
EU 25% 90.0 10.0 89.1 10.9
100% 74.5 25.5 74.4 25.6
SA 25% 83.9 16.1 77.0 23.0
100% 67.2 32.8 76.4 23.6