Presidential Topic Modeling and Classification using State of the Union Addresses

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Here I had two goals: find out what latent topics were preset in all of the State Of the Union addresses since 1790 and predict which President said which se...

Ronald Raegan or Bill Clinton? Classification using SOTU Addesses

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Here I take the State Of the Union addresses from Ronald Reagan (1981-1988) and Bill Clinton (1993-2000), split them into sentences, tokenize (lemmatize) eac...

Boston Marathon Clustering

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Can we cluster runners of the 2014 Boston Marathon based on how they finished? Here I use the mean shift, spectral and affinity propogation clustering techni...

Gradient Boosting Model for Breast Cancer Detection

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Support Vector Machines (SVM) For Predicting Recipe Ratings

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Given recipe information (nutritional content, categories) downloaded from Epicurious can we use SVM as a classifier?