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docs/_build/html/_sources/guides/models/tree.rst.txt

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@@ -41,7 +41,7 @@ By setting `show` to "tree_global", you will see the fitted decision tree diagra
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depth=3, original_scale=True, figsize=(16, 10))
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.. figure:: ../../auto_examples/models/images/sphx_glr_plot_2_tree_reg_001.png
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:target: ../../auto_examples/models/plot_2_reg_dt.html
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:target: ../../auto_examples/models/plot_2_tree_reg.html
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:align: left
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To ensure the tree diagram is useful for deep trees, we offer two parameters that enable you to adjust the view. The first is `root`, which is the node ID where the tree diagram begins. By default, it starts at the actual root node, which is assigned an ID of 0. The second parameter is `depth`, which sets the maximum depth of the diagram starting from the `root` node.
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exp.model_interpret(model="Tree", show="tree_local", sample_id=0, original_scale=True, figsize=(16, 10))
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.. figure:: ../../auto_examples/models/images/sphx_glr_plot_2_tree_reg_003.png
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:target: ../../auto_examples/models/plot_2_reg_dt.html
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:target: ../../auto_examples/models/plot_2_tree_reg.html
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Note that this plot may be a subset of the overall tree. Only the branches relevant to the selected sample are shown in the plot, making it easier to interpret the decision path of that particular sample within the context of the entire decision tree.

docs/_build/html/guides/models/tree.html

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@@ -284,7 +284,7 @@ <h2><span class="section-number">5.3.2. </span>Global Interpretation<a class="he
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</div>
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</div>
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<figure class="align-left">
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<a class="reference external image-reference" href="../../auto_examples/models/plot_2_reg_dt.html"><img alt="../../_images/sphx_glr_plot_2_tree_reg_001.png" src="../../_images/sphx_glr_plot_2_tree_reg_001.png" /></a>
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<a class="reference external image-reference" href="../../auto_examples/models/plot_2_tree_reg.html"><img alt="../../_images/sphx_glr_plot_2_tree_reg_001.png" src="../../_images/sphx_glr_plot_2_tree_reg_001.png" /></a>
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</figure>
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<p>To ensure the tree diagram is useful for deep trees, we offer two parameters that enable you to adjust the view. The first is <code class="docutils literal notranslate"><span class="pre">root</span></code>, which is the node ID where the tree diagram begins. By default, it starts at the actual root node, which is assigned an ID of 0. The second parameter is <code class="docutils literal notranslate"><span class="pre">depth</span></code>, which sets the maximum depth of the diagram starting from the <code class="docutils literal notranslate"><span class="pre">root</span></code> node.</p>
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<p>Each box in the diagram represents a node in the decision tree. It includes information such as the node ID, the splitting rule used to split the dataset, the criterion value, the sample size, and the average value of the response.</p>
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</div>
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<figure class="align-left">
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<a class="reference external image-reference" href="../../auto_examples/models/plot_2_reg_dt.html"><img alt="../../_images/sphx_glr_plot_2_tree_reg_003.png" src="../../_images/sphx_glr_plot_2_tree_reg_003.png" /></a>
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<a class="reference external image-reference" href="../../auto_examples/models/plot_2_tree_reg.html"><img alt="../../_images/sphx_glr_plot_2_tree_reg_003.png" src="../../_images/sphx_glr_plot_2_tree_reg_003.png" /></a>
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</figure>
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<p>Note that this plot may be a subset of the overall tree. Only the branches relevant to the selected sample are shown in the plot, making it easier to interpret the decision path of that particular sample within the context of the entire decision tree.</p>
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</section>

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