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Table D1

Accuracy of typological feature prediction over 5-fold cross validation for high-resource languages (in-training). Majority refers to the majority class baseline. Typo-pred and typo-pred+geo refer to our model without and with geographical features, respectively.

areneufihehiitjakorusvtrzhhr-avg
majority 61.1 64.5 67.8 69.9 71.4 62.8 72.3 73.5 70.9 71.1 67.7 69.2 63.4 68.1 
 
typo-pred 90.0 91.9 86.1 93.2 88.2 93.9 93.5 90.8 86.5 95.5 85.6 86.2 86.2 89.8 
typo-pred +geo 90.4 93.2 86.4 95.3 88.4 92.5 94.5 91.2 86.3 95.5 87.2 84.7 86.5 90.2 
areneufihehiitjakorusvtrzhhr-avg
majority 61.1 64.5 67.8 69.9 71.4 62.8 72.3 73.5 70.9 71.1 67.7 69.2 63.4 68.1 
 
typo-pred 90.0 91.9 86.1 93.2 88.2 93.9 93.5 90.8 86.5 95.5 85.6 86.2 86.2 89.8 
typo-pred +geo 90.4 93.2 86.4 95.3 88.4 92.5 94.5 91.2 86.3 95.5 87.2 84.7 86.5 90.2 
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