Python, Programming, Data Science, Artificial Intelligence, Machine Learning.
the training dataset into X_train and y_train, where X_train is a DataFrame containing the feature columns.A random forest regressor is trained on the training data using the RandomForestRegressor class from scikit-learn. The features to visualize are selected and stored in the features list.