Predicting Sentiments in Words

This chapter presents the following recipes:

• Building a Naive Bayes classifier
• Logistic regression classifier
• Splitting the dataset for training and testing
• Evaluating the accuracy using cross-validation
• Analyzing the sentiment of a sentence
• Identifying patterns in text using topic modeling
• Application of sentiment analyses