  Automatic form fill is an important productivity related feature present in
major web browsers, which predicts the field labels of a web form and
automatically fills values in a new form based on the values previously filled
for the same field in other forms. This feature increases the convenience and
efficiency of users who have to fill similar information in fields in multiple
forms. In this paper we describe a machine learning solution for predicting the
form field labels, implemented as a web service using Azure ML Studio.
