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: