ClassificationInterpretation for training output

I am trying to get the ROC score for classification problem, and wonder how to get the training dataset prediction?
Below one is the default for validation prediciton.

interp = ClassificationInterpretation.from_learner(learn)
aucscore = roc_auc_score(interp.targs,interp.preds[:,1])