Predicting the gender of Indonesian names
Table 3: Results from basic and n-gram features of first names
['Features', 'Accuracy (%) NB', 'Accuracy (%) LogReg', 'Accuracy (%) XGBoost', '[ITALIC] F1 (%) NB', '[ITALIC] F1 (%) LogReg', '[ITALIC] F1 (%) XGBoost']
Similar trends can be seen in the results from features extracted from first names. On the XGBoost case, 2-gram yields better result than 3-gram which is similar to the result from using full names.