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[doc] Use figure directive. (#7143)

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Jiaming Yuan 2021-08-03 15:56:25 +08:00 committed by GitHub
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doc/tutorials/feature_interaction_constraint.rst
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@ -44,12 +44,9 @@ is the product of interaction between :math:`x_1`, :math:`x_7`, and
Source(source, format='png').render('../_static/feature_interaction_illustration1', view=False) Source(source, format='png').render('../_static/feature_interaction_illustration1', view=False)
Source(source, format='svg').render('../_static/feature_interaction_illustration1', view=False) Source(source, format='svg').render('../_static/feature_interaction_illustration1', view=False)
.. raw:: html .. figure:: ../_static/feature_interaction_illustration1.svg
:align: center
<p> :figwidth: 80 %
<img src="../_static/feature_interaction_illustration1.svg"
onerror="this.src='../_static/feature_interaction_illustration1.png'; this.onerror=null;">
</p>
When the tree depth is larger than one, many variables interact on When the tree depth is larger than one, many variables interact on
the sole basis of minimizing training loss, and the resulting decision tree may the sole basis of minimizing training loss, and the resulting decision tree may
@ -130,14 +127,12 @@ first and second constraints (``[0, 1]``, ``[2, 3, 4]``).
Source(source, format='png').render('../_static/feature_interaction_illustration3', view=False) Source(source, format='png').render('../_static/feature_interaction_illustration3', view=False)
Source(source, format='svg').render('../_static/feature_interaction_illustration3', view=False) Source(source, format='svg').render('../_static/feature_interaction_illustration3', view=False)
.. raw:: html
<p> .. figure:: ../_static/feature_interaction_illustration2.svg
<img src="../_static/feature_interaction_illustration2.svg" :align: left
onerror="this.src='../_static/feature_interaction_illustration2.png'; this.onerror=null;">
<img src="../_static/feature_interaction_illustration3.svg" .. figure:: ../_static/feature_interaction_illustration3.svg
onerror="this.src='../_static/feature_interaction_illustration3.png'; this.onerror=null;">
</p>
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Enforcing Feature Interaction Constraints in XGBoost Enforcing Feature Interaction Constraints in XGBoost