- Binary/Categorical Dependent Variables: Logistic regression predicts probabilities (e.g., ... Identifies extreme data points via leverage plots, Cook's distance, or residual analysis.

Predicting Using TF-IDF and Bag of Words (CountVectorizer) with Logistic Regression This project performs a key analyses on Amazon Fine Foods Reviews: conducting sentiment analysis, using two ...