DOC: update decision trees to a simplified version and unified version

scikit-learn-contrib · Feb 28, 2025 · 5828fbe · 5828fbe
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diff --git a/doc/choosing_the_right_algorithm.rst b/doc/choosing_the_right_algorithm.rst
@@ -2,19 +2,9 @@
 Choosing the right algorithm
 ############################################
 
-Following are simple decision trees to help you you getting started quickly with MAPIE.
+Following is a simple decision tree to help you you getting started quickly with MAPIE.
 
 Reality is of course a bit more complex, so feel free to browse the documentation for nuanced explanations.
 
-
-1. Regression
-==================================
-
-.. image:: images/decision_tree_regression.png
-    :align: center
-
-2. Classification
-=====================
-
-.. image:: images/decision_tree_classification.png
+.. image:: images/decision_tree.png
     :align: center
diff --git a/doc/choosing_the_right_algorithm_classification.rst b/doc/choosing_the_right_algorithm_classification.rst
@@ -6,5 +6,5 @@ Following is a simple decision tree to help you you getting started quickly with
 
 Reality is of course a bit more complex, so feel free to browse the documentation for nuanced explanations.
 
-.. image:: images/decision_tree_classification.png
-    :align: center
+.. image:: images/decision_tree.png
+    :align: center
diff --git a/doc/choosing_the_right_algorithm_regression.rst b/doc/choosing_the_right_algorithm_regression.rst
@@ -2,9 +2,9 @@
 Choosing the right algorithm
 ############################################
 
-Following is a simple decision trees to help you you getting started quickly with MAPIE.
+Following is a simple decision tree to help you you getting started quickly with MAPIE.
 
 Reality is of course a bit more complex, so feel free to browse the documentation for nuanced explanations.
 
-.. image:: images/decision_tree_regression.png
-    :align: center
+.. image:: images/decision_tree.png
+    :align: center
diff --git a/doc/images/decision_tree.png b/doc/images/decision_tree.png
diff --git a/doc/images/decision_tree_classification.png b/doc/images/decision_tree_classification.png
diff --git a/doc/images/decision_tree_regression.png b/doc/images/decision_tree_regression.png