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Multi-target prediction (multitarget)

Multi-target prediction tries to achieve better prediction accuracy or speed through prediction of multiple dependent variables at once. It works on :ref:`multi-target data <multiple-classes>`, which is also supported by Orange's tab file format using :ref:`multiclass directive <tab-delimited>`.

List of supported learners:

For evaluation of multi-target methods, see the corresponding section in :doc:`Orange.multitarget.scoring`.

The addon also includes three sample datasets:

  • bridges.tab - dataset with 5 multi-class class variables
  • flare.tab - dataset with 3 multi-class class variables
  • emotions.tab - dataset with 6 binary class variables (a multi-label dataset)

Example of loading an included dataset: