Python, Programming, Data Science, Artificial Intelligence, Machine Learning.
This code snippet assumes that you have loaded the training and testing datasets into X_train, y_train, and X_test, where X_train and X_test contain text data. A TF-IDF vectorizer is created using the TfidfVectorizer class from scikit-learn to convert the text data into numerical features. A