Sentiment Analysis - Which ML model is best for sentiment analysis?

One mathematical model that determines the likelihood of a word or phrase being positive or negative is Naïve Bayes. Its straightforward categorization capabilities make it a leading machine learning approach for sentiment analysis, enabling rapid determination of the general tone of a discussion.