I have a dataset where some objects (15%) belong to different classes and have a property value for each of those classes. How can I make a model that predicts multi-label or multi-class and then make a regression prediction based on the output of the classifier? I also need to output the probabilities for each class. unfortunately I can’t delete this 15%.
enter image description here

I have no idea how to put it together. I have only found how to implement it separately. I would be glad to have your advice.