Sentiment Classification Using Word2Vec + ML models

Work in progress

DataSet

Twitter US Airline Sentiment

• Analyze how travelers in February 2015 expressed their feelings on Twitter

Word2Vec

• Custom Word2Vec
• Custom Word2Vec + Transfer learning(GoogleNews-vectors-negative300.bin)

Feature Extraction

• Mean Embedding Vectorizer

ML models

• SVM
• Logistic Regression
• Random Forest
• LGBM
• Catboost