DOC add list of regressors that support multioutput regression natively (#28503)

rprkh · web-flow · commit 9b7d176b5a85 · 2024-03-21T11:37:20.000Z
diff --git a/doc/modules/multiclass.rst b/doc/modules/multiclass.rst
@@ -529,6 +529,37 @@ using data obtained at a certain location. Each sample would be data
 obtained at one location and both wind speed and direction would be
 output for each sample.
 
+The following regressors natively support multioutput regression:
+
+  - :class:`cross_decomposition.CCA`
+  - :class:`tree.DecisionTreeRegressor`
+  - :class:`dummy.DummyRegressor`
+  - :class:`linear_model.ElasticNet`
+  - :class:`tree.ExtraTreeRegressor`
+  - :class:`ensemble.ExtraTreesRegressor`
+  - :class:`gaussian_process.GaussianProcessRegressor`
+  - :class:`neighbors.KNeighborsRegressor`
+  - :class:`kernel_ridge.KernelRidge`
+  - :class:`linear_model.Lars`
+  - :class:`linear_model.Lasso`
+  - :class:`linear_model.LassoLars`
+  - :class:`linear_model.LinearRegression`
+  - :class:`multioutput.MultiOutputRegressor`
+  - :class:`linear_model.MultiTaskElasticNet`
+  - :class:`linear_model.MultiTaskElasticNetCV`
+  - :class:`linear_model.MultiTaskLasso`
+  - :class:`linear_model.MultiTaskLassoCV`
+  - :class:`linear_model.OrthogonalMatchingPursuit`
+  - :class:`cross_decomposition.PLSCanonical`
+  - :class:`cross_decomposition.PLSRegression`
+  - :class:`linear_model.RANSACRegressor`
+  - :class:`neighbors.RadiusNeighborsRegressor`
+  - :class:`ensemble.RandomForestRegressor`
+  - :class:`multioutput.RegressorChain`
+  - :class:`linear_model.Ridge`
+  - :class:`linear_model.RidgeCV`
+  - :class:`compose.TransformedTargetRegressor`
+
 Target format
 -------------
 
