.. _api.machine_learning.memmodels.trees:

==============
Trees
==============



Tree
--------------

.. currentmodule:: vastorbit.machine_learning.memmodel
   
.. autosummary::
   :toctree: api/

   tree.Tree

.. currentmodule:: vastorbit.machine_learning.memmodel.tree

**Methods:**

.. autosummary::
   :toctree: api/

   Tree.get_attributes
   Tree.plot_tree
   Tree.predict
   Tree.predict_proba
   Tree.predict_proba_sql
   Tree.predict_sql
   Tree.set_attributes
   Tree.to_graphviz


**Attributes:**

.. autosummary::
   :toctree: api/

   Tree.object_type

____

Binary Tree Regressor
----------------------

.. currentmodule:: vastorbit.machine_learning.memmodel
   
.. autosummary::
   :toctree: api/

   tree.BinaryTreeRegressor

.. currentmodule:: vastorbit.machine_learning.memmodel.tree

**Methods:**

.. autosummary::
   :toctree: api/

   BinaryTreeRegressor.get_attributes
   BinaryTreeRegressor.plot_tree
   BinaryTreeRegressor.predict
   BinaryTreeRegressor.predict_proba
   BinaryTreeRegressor.predict_proba_sql
   BinaryTreeRegressor.predict_sql
   BinaryTreeRegressor.set_attributes
   BinaryTreeRegressor.to_graphviz


**Attributes:**

.. autosummary::
   :toctree: api/

   BinaryTreeRegressor.object_type


____

Binary Tree Classifier
----------------------

.. currentmodule:: vastorbit.machine_learning.memmodel
   
.. autosummary::
   :toctree: api/

   tree.BinaryTreeClassifier

.. currentmodule:: vastorbit.machine_learning.memmodel.tree

**Methods:**

.. autosummary::
   :toctree: api/

   BinaryTreeClassifier.get_attributes
   BinaryTreeClassifier.plot_tree
   BinaryTreeClassifier.predict
   BinaryTreeClassifier.predict_proba
   BinaryTreeClassifier.predict_proba_sql
   BinaryTreeClassifier.predict_sql
   BinaryTreeClassifier.set_attributes
   BinaryTreeClassifier.to_graphviz


**Attributes:**

.. autosummary::
   :toctree: api/

   BinaryTreeClassifier.object_type

____

Binary Tree Anomaly
----------------------

.. currentmodule:: vastorbit.machine_learning.memmodel
   
.. autosummary::
   :toctree: api/

   tree.BinaryTreeAnomaly

.. currentmodule:: vastorbit.machine_learning.memmodel.tree

**Methods:**

.. autosummary::
   :toctree: api/

   BinaryTreeAnomaly.get_attributes
   BinaryTreeAnomaly.plot_tree
   BinaryTreeAnomaly.predict
   BinaryTreeAnomaly.predict_proba
   BinaryTreeAnomaly.predict_proba_sql
   BinaryTreeAnomaly.predict_sql
   BinaryTreeAnomaly.set_attributes
   BinaryTreeAnomaly.to_graphviz


**Attributes:**

.. autosummary::
   :toctree: api/

   BinaryTreeAnomaly.object_type

____

Non-Binary Tree
----------------------

.. currentmodule:: vastorbit.machine_learning.memmodel
   
.. autosummary::
   :toctree: api/

   tree.NonBinaryTree

.. currentmodule:: vastorbit.machine_learning.memmodel.tree

**Methods:**

.. autosummary::
   :toctree: api/

   NonBinaryTree.get_attributes
   NonBinaryTree.plot_tree
   NonBinaryTree.predict
   NonBinaryTree.predict_proba
   NonBinaryTree.predict_proba_sql
   NonBinaryTree.predict_sql
   NonBinaryTree.set_attributes
   NonBinaryTree.to_graphviz


**Attributes:**

.. autosummary::
   :toctree: api/

   NonBinaryTree.object_type