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 ...

It is possible to view a binary classification problem as a special case of multi-class classification. You would use two output nodes with log_softmax() activation and NLLLoss() during training.