U.S. SENATE BILL CLASSIFICATION & VOTE PREDICTION. Alessandra Paulino Rick Pocklington Serhat Selcuk Bucak. GOALS . Determine the topic of a bill based on the keywords it contains Based on the content of a bill and characteristics of a senator, predict how a senator would vote for a bill
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Serhat Selcuk Bucak
Find the classifier wi and term bi for each label i
Where T is a threshold (T=0 works fine !)
Training Set (percentage) Classification Accuracy