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xuezehao's Projects

arulesviz icon arulesviz

Visualizing Association Rules and Frequent Itemsets with R

buyer-prediction icon buyer-prediction

Based on clicks of an e-commerce website , this model can predict which item the user may buy.

rbfnnpy icon rbfnnpy

Radial Basis Function Neural Network implementation for Python

recsys2015 icon recsys2015

Challenge hosted here: https://recsys.acm.org/recsys15/challenge/

semanticanalysis icon semanticanalysis

Analysis of sentiment resulting from public figure's statements on social media against his/her public approval ratings. Sentiment was extracted and classified using scarpped data, Naive Bayes classifier and linear SVM. Both classifiers were used and compared for benchmark purposes. Used Pandas, sklearn, and Python.

sentimentanalysis icon sentimentanalysis

Sentiment Analysis model using Linear SVM and collection of Tweets about Star Wars Rogue One Movie

word2vec icon word2vec

Find Cosine Similarity for Text Documents with Features developed from Word2Vec

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