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Diffstat (limited to 'ML/05_Decision_Trees/images')
11 files changed, 30 insertions, 0 deletions
diff --git a/ML/05_Decision_Trees/images/decision_trees/decision_tree_decision_boundaries_plot.png b/ML/05_Decision_Trees/images/decision_trees/decision_tree_decision_boundaries_plot.png Binary files differnew file mode 100644 index 0000000..45cef4c --- /dev/null +++ b/ML/05_Decision_Trees/images/decision_trees/decision_tree_decision_boundaries_plot.png diff --git a/ML/05_Decision_Trees/images/decision_trees/decision_tree_high_variance_plot.png b/ML/05_Decision_Trees/images/decision_trees/decision_tree_high_variance_plot.png Binary files differnew file mode 100644 index 0000000..0009964 --- /dev/null +++ b/ML/05_Decision_Trees/images/decision_trees/decision_tree_high_variance_plot.png diff --git a/ML/05_Decision_Trees/images/decision_trees/iris_tree.dot b/ML/05_Decision_Trees/images/decision_trees/iris_tree.dot new file mode 100644 index 0000000..13c0e77 --- /dev/null +++ b/ML/05_Decision_Trees/images/decision_trees/iris_tree.dot @@ -0,0 +1,13 @@ +digraph Tree { +node [shape=box, style="filled, rounded", color="black", fontname="helvetica"] ; +edge [fontname="helvetica"] ; +0 [label="petal length (cm) <= 2.45\ngini = 0.667\nsamples = 150\nvalue = [50, 50, 50]\nclass = setosa", fillcolor="#ffffff"] ; +1 [label="gini = 0.0\nsamples = 50\nvalue = [50, 0, 0]\nclass = setosa", fillcolor="#e58139"] ; +0 -> 1 [labeldistance=2.5, labelangle=45, headlabel="True"] ; +2 [label="petal width (cm) <= 1.75\ngini = 0.5\nsamples = 100\nvalue = [0, 50, 50]\nclass = versicolor", fillcolor="#ffffff"] ; +0 -> 2 [labeldistance=2.5, labelangle=-45, headlabel="False"] ; +3 [label="gini = 0.168\nsamples = 54\nvalue = [0, 49, 5]\nclass = versicolor", fillcolor="#4de88e"] ; +2 -> 3 ; +4 [label="gini = 0.043\nsamples = 46\nvalue = [0, 1, 45]\nclass = virginica", fillcolor="#843de6"] ; +2 -> 4 ; +}
\ No newline at end of file diff --git a/ML/05_Decision_Trees/images/decision_trees/iris_tree.png b/ML/05_Decision_Trees/images/decision_trees/iris_tree.png Binary files differnew file mode 100644 index 0000000..4b2bb95 --- /dev/null +++ b/ML/05_Decision_Trees/images/decision_trees/iris_tree.png diff --git a/ML/05_Decision_Trees/images/decision_trees/min_samples_leaf_plot.png b/ML/05_Decision_Trees/images/decision_trees/min_samples_leaf_plot.png Binary files differnew file mode 100644 index 0000000..04ea531 --- /dev/null +++ b/ML/05_Decision_Trees/images/decision_trees/min_samples_leaf_plot.png diff --git a/ML/05_Decision_Trees/images/decision_trees/pca_preprocessing_plot.png b/ML/05_Decision_Trees/images/decision_trees/pca_preprocessing_plot.png Binary files differnew file mode 100644 index 0000000..1ec2a25 --- /dev/null +++ b/ML/05_Decision_Trees/images/decision_trees/pca_preprocessing_plot.png diff --git a/ML/05_Decision_Trees/images/decision_trees/regression_tree.dot b/ML/05_Decision_Trees/images/decision_trees/regression_tree.dot new file mode 100644 index 0000000..aa13252 --- /dev/null +++ b/ML/05_Decision_Trees/images/decision_trees/regression_tree.dot @@ -0,0 +1,17 @@ +digraph Tree { +node [shape=box, style="filled, rounded", color="black", fontname="helvetica"] ; +edge [fontname="helvetica"] ; +0 [label="x1 <= -0.303\nsquared_error = 0.006\nsamples = 200\nvalue = 0.088", fillcolor="#f6d6be"] ; +1 [label="x1 <= -0.408\nsquared_error = 0.002\nsamples = 44\nvalue = 0.172", fillcolor="#eb9d65"] ; +0 -> 1 [labeldistance=2.5, labelangle=45, headlabel="True"] ; +2 [label="squared_error = 0.001\nsamples = 20\nvalue = 0.213", fillcolor="#e58139"] ; +1 -> 2 ; +3 [label="squared_error = 0.001\nsamples = 24\nvalue = 0.138", fillcolor="#f0b489"] ; +1 -> 3 ; +4 [label="x1 <= 0.272\nsquared_error = 0.005\nsamples = 156\nvalue = 0.065", fillcolor="#fae6d7"] ; +0 -> 4 [labeldistance=2.5, labelangle=-45, headlabel="False"] ; +5 [label="squared_error = 0.001\nsamples = 110\nvalue = 0.028", fillcolor="#ffffff"] ; +4 -> 5 ; +6 [label="squared_error = 0.002\nsamples = 46\nvalue = 0.154", fillcolor="#edaa79"] ; +4 -> 6 ; +}
\ No newline at end of file diff --git a/ML/05_Decision_Trees/images/decision_trees/regression_tree.png b/ML/05_Decision_Trees/images/decision_trees/regression_tree.png Binary files differnew file mode 100644 index 0000000..90021e6 --- /dev/null +++ b/ML/05_Decision_Trees/images/decision_trees/regression_tree.png diff --git a/ML/05_Decision_Trees/images/decision_trees/sensitivity_to_rotation_plot.png b/ML/05_Decision_Trees/images/decision_trees/sensitivity_to_rotation_plot.png Binary files differnew file mode 100644 index 0000000..b0a1390 --- /dev/null +++ b/ML/05_Decision_Trees/images/decision_trees/sensitivity_to_rotation_plot.png diff --git a/ML/05_Decision_Trees/images/decision_trees/tree_regression_plot.png b/ML/05_Decision_Trees/images/decision_trees/tree_regression_plot.png Binary files differnew file mode 100644 index 0000000..7420734 --- /dev/null +++ b/ML/05_Decision_Trees/images/decision_trees/tree_regression_plot.png diff --git a/ML/05_Decision_Trees/images/decision_trees/tree_regression_regularization_plot.png b/ML/05_Decision_Trees/images/decision_trees/tree_regression_regularization_plot.png Binary files differnew file mode 100644 index 0000000..2ae5e0d --- /dev/null +++ b/ML/05_Decision_Trees/images/decision_trees/tree_regression_regularization_plot.png |
