are the true label and prediction probabilities for task A, N denotes the total number of training samples and C (A) is the total number of classes associated with the task A.
the parameters of our network are optimized for global objective function given by: where X={Age, Location, Political Orientation, Gender} We agglomerated data based on user tweets and their profile description.