tree_final.dot

digraph Tree {
node [shape=box, style="filled", color="black"] ;
0 [label="mean concave points <= 0.049\ngini = 0.47\nsamples = 238\nvalue = [148, 90]\nclass = Malignant", fillcolor="#e5813964"] ;
1 [label="worst radius <= 16.83\ngini = 0.055\nsamples = 142\nvalue = [138, 4]\nclass = Malignant", fillcolor="#e58139f8"] ;
0 -> 1 [labeldistance=2.5, labelangle=45, headlabel="True"] ;
2 [label="worst smoothness <= 0.178\ngini = 0.028\nsamples = 139\nvalue = [137, 2]\nclass = Malignant", fillcolor="#e58139fb"] ;
1 -> 2 ;
3 [label="worst texture <= 33.105\ngini = 0.014\nsamples = 138\nvalue = [137, 1]\nclass = Malignant", fillcolor="#e58139fd"] ;
2 -> 3 ;
4 [label="gini = 0.0\nsamples = 128\nvalue = [128, 0]\nclass = Malignant", fillcolor="#e58139ff"] ;
3 -> 4 ;
5 [label="gini = 0.18\nsamples = 10\nvalue = [9, 1]\nclass = Malignant", fillcolor="#e58139e3"] ;
3 -> 5 ;
6 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]\nclass = Benign", fillcolor="#399de5ff"] ;
2 -> 6 ;
7 [label="texture error <= 0.684\ngini = 0.444\nsamples = 3\nvalue = [1, 2]\nclass = Benign", fillcolor="#399de57f"] ;
1 -> 7 ;
8 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]\nclass = Malignant", fillcolor="#e58139ff"] ;
7 -> 8 ;
9 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]\nclass = Benign", fillcolor="#399de5ff"] ;
7 -> 9 ;
10 [label="worst concave points <= 0.147\ngini = 0.187\nsamples = 96\nvalue = [10, 86]\nclass = Benign", fillcolor="#399de5e1"] ;
0 -> 10 [labeldistance=2.5, labelangle=-45, headlabel="False"] ;
11 [label="worst texture <= 23.475\ngini = 0.494\nsamples = 18\nvalue = [10, 8]\nclass = Malignant", fillcolor="#e5813933"] ;
10 -> 11 ;
12 [label="gini = 0.0\nsamples = 8\nvalue = [8, 0]\nclass = Malignant", fillcolor="#e58139ff"] ;
11 -> 12 ;
13 [label="mean radius <= 13.995\ngini = 0.32\nsamples = 10\nvalue = [2, 8]\nclass = Benign", fillcolor="#399de5bf"] ;
11 -> 13 ;
14 [label="gini = 0.444\nsamples = 3\nvalue = [2, 1]\nclass = Malignant", fillcolor="#e581397f"] ;
13 -> 14 ;
15 [label="gini = 0.0\nsamples = 7\nvalue = [0, 7]\nclass = Benign", fillcolor="#399de5ff"] ;
13 -> 15 ;
16 [label="gini = 0.0\nsamples = 78\nvalue = [0, 78]\nclass = Benign", fillcolor="#399de5ff"] ;
10 -> 16 ;
}