title: How to do oversampling in the case of an unbalanced multilabel dataset?
body: <p>I'm dealing with a multi-label classification problem with a imbalanced dataset. I want to oversample some certain categories with <code>SMOTE</code>. However, I don't know how to achieve it since the label is like <code>[0,1,0,0,1,0,1]</code>.</p>