Predicting the gender most commonly associated with names. Really just a benchmark for out-of-the-box trees, forest, and XGBoost.
Tree Accuracy on test set: 75.87%
Forest Accuracy on test set: 76.55%
XGBoost Accuracy on test set: 76.89%
Predicting the gender associated with a name
Predicting the gender most commonly associated with names. Really just a benchmark for out-of-the-box trees, forest, and XGBoost.
Tree Accuracy on test set: 75.87%
Forest Accuracy on test set: 76.55%
XGBoost Accuracy on test set: 76.89%
Predicting the gender associated with a name