How to calculate y_score for ROC AUC?
y_score can either be probability estimates of the positive
    class, confidence values, or non-thresholded measure of decisions

y_score = model.predict_proba(x)[:,1]

AUC = roc_auc_score(y, y_score) # Above 0.5 is good