Machine Learning, Data Science, NLP, Dimensionality Reduction, Pca.
measures is lack of independence between a feature and class, if a feature has high chi-squared score compared to other features, it means that the feature is useful to predict the class. I will first transform the train data into Tfidf vectors of 100,000 features and see which features chi2 has