Multi label classification

Hi,

Currently RapidMiner does not support Multi-label classification easily. You could use Loop over your label attributes, set the current to Label role, train a model on it and collect the models. This has to be done of course in the process designer, as it is a too specific setup for AutoModel.

With 9.4.0 we will release a Multi Label Model which is capable of exactly doing this 'looping' over the label attributes in more convenient way. See also this thread: https://community.rapidminer.com/discussion/55735/set-two-featurs-as-label-at-the-same-time for more details.

Hopes this helps, 
Best regards,
Fabian

Thank you Fabian.

Hi @divya_das - this is MarlaBot. I found these great videos on our RapidMiner Academy that you may find helpful: Please LIKE my comment if it helps! 👇

MarlaBot

Nice work on the MarlaBot, it should become unicorn soon!

LOL @SGolbert actually I cringe half the time I see MarlaBot's posts. Of course right now it's doing nothing but creating a training set #dogfooding

Scott

I would feel better if it would respond only if after some days no one has bothered to answer (or perhaps the post was too vague or too broad)

To update on this. As stated, since 9.4.1 RM contains now the 'Multi Label Modeling' operator to train a model for multiple label attributes. There are also the operators 'Multi Label Performance' (for evaluating the performance of such a model), and the 'Multi Horizon Forecast' and 'Multi Horizon Performance' operator which handles the time series related multi label operations.

Best regards,
Fabian

Thank you Fabian.