Skip to content

brendangadd/ml-name-gender

Folders and files

NameName
Last commit message
Last commit date

Latest commit

 

History

1 Commit
 
 
 
 
 
 

Repository files navigation

First Name Gender Classifier

Creates a classifier for predicting the gender of a person's first name. Due to the way features are extracted from the training set, samples for prediction must have the same number of features and are thus bounded in length by the longest name used for training.

A random forest classifier was used for prediction, for no reason other than a friend said that random forests are cool. Validation of predictions against the training data suggests that the classifier is approximately 90% accurate in its predictions.

Training data was obtained from the Social Security department of the US Government: Popular Baby Names (ZIP).

About

No description, website, or topics provided.

Resources

Stars

Watchers

Forks

Releases

No releases published

Packages

No packages published

Languages