Building a more complex model using scikit-learn

This first model, which uses only the Adamic-Adar score to make predictions, already works well, however, it only uses one feature. In the following section, we will extract more features from the graph, as we previously did in Chapter 8, Using Graph-Based Features in Machine Learning. Once the data is extracted into a DataFrame and we have the label properly set, we can imagine using any binary classifier, whether it be scikit-learn or another package.