AUC computation on multilabel classification
AUC (Area under the ROC Curve) can not be calculated for multilabel classification directly.
Multilabel classification metrics have to be converted to a binary problem. The two most common conversions are:

OvO - One vs One
OvR - One vs Rest

sklearn.metrics.roc_auc_score discusses this in detail.