The DecisionTree module has the key code for creating a binary or multi-class decision tree. Notice the name of the root scikit module is sklearn rather than scikit. The precision_score module ...

Binary Classification Using LightGBM. Dr. James McCaffrey from Microsoft Research presents a full-code, step-by-step tutorial on using the LightGBM tree-based system to perform binary classification ...