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decision_tree
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41 lines (41 loc) · 2.79 KB
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digraph Tree {
node [shape=box, style="filled, rounded", color="black", fontname="helvetica"] ;
edge [fontname="helvetica"] ;
0 [label=<PetalWidthCm ≤ 0.8<br/>gini = 0.667<br/>samples = 120<br/>value = [40, 41, 39]<br/>class = Iris-versicolor>, fillcolor="#fdfffd"] ;
1 [label=<gini = 0.0<br/>samples = 40<br/>value = [40, 0, 0]<br/>class = Iris-setosa>, fillcolor="#e58139"] ;
0 -> 1 [labeldistance=2.5, labelangle=45, headlabel="True"] ;
2 [label=<PetalLengthCm ≤ 4.75<br/>gini = 0.5<br/>samples = 80<br/>value = [0, 41, 39]<br/>class = Iris-versicolor>, fillcolor="#f5fef9"] ;
0 -> 2 [labeldistance=2.5, labelangle=-45, headlabel="False"] ;
3 [label=<PetalWidthCm ≤ 1.65<br/>gini = 0.053<br/>samples = 37<br/>value = [0, 36, 1]<br/>class = Iris-versicolor>, fillcolor="#3ee684"] ;
2 -> 3 ;
4 [label=<gini = 0.0<br/>samples = 36<br/>value = [0, 36, 0]<br/>class = Iris-versicolor>, fillcolor="#39e581"] ;
3 -> 4 ;
5 [label=<gini = 0.0<br/>samples = 1<br/>value = [0, 0, 1]<br/>class = Iris-virginica>, fillcolor="#8139e5"] ;
3 -> 5 ;
6 [label=<PetalWidthCm ≤ 1.75<br/>gini = 0.206<br/>samples = 43<br/>value = [0, 5, 38]<br/>class = Iris-virginica>, fillcolor="#9253e8"] ;
2 -> 6 ;
7 [label=<PetalLengthCm ≤ 4.95<br/>gini = 0.5<br/>samples = 8<br/>value = [0, 4, 4]<br/>class = Iris-versicolor>, fillcolor="#ffffff"] ;
6 -> 7 ;
8 [label=<gini = 0.0<br/>samples = 2<br/>value = [0, 2, 0]<br/>class = Iris-versicolor>, fillcolor="#39e581"] ;
7 -> 8 ;
9 [label=<PetalWidthCm ≤ 1.55<br/>gini = 0.444<br/>samples = 6<br/>value = [0, 2, 4]<br/>class = Iris-virginica>, fillcolor="#c09cf2"] ;
7 -> 9 ;
10 [label=<gini = 0.0<br/>samples = 3<br/>value = [0, 0, 3]<br/>class = Iris-virginica>, fillcolor="#8139e5"] ;
9 -> 10 ;
11 [label=<PetalLengthCm ≤ 5.45<br/>gini = 0.444<br/>samples = 3<br/>value = [0, 2, 1]<br/>class = Iris-versicolor>, fillcolor="#9cf2c0"] ;
9 -> 11 ;
12 [label=<gini = 0.0<br/>samples = 2<br/>value = [0, 2, 0]<br/>class = Iris-versicolor>, fillcolor="#39e581"] ;
11 -> 12 ;
13 [label=<gini = 0.0<br/>samples = 1<br/>value = [0, 0, 1]<br/>class = Iris-virginica>, fillcolor="#8139e5"] ;
11 -> 13 ;
14 [label=<PetalLengthCm ≤ 4.85<br/>gini = 0.056<br/>samples = 35<br/>value = [0, 1, 34]<br/>class = Iris-virginica>, fillcolor="#853fe6"] ;
6 -> 14 ;
15 [label=<SepalWidthCm ≤ 3.1<br/>gini = 0.444<br/>samples = 3<br/>value = [0, 1, 2]<br/>class = Iris-virginica>, fillcolor="#c09cf2"] ;
14 -> 15 ;
16 [label=<gini = 0.0<br/>samples = 2<br/>value = [0, 0, 2]<br/>class = Iris-virginica>, fillcolor="#8139e5"] ;
15 -> 16 ;
17 [label=<gini = 0.0<br/>samples = 1<br/>value = [0, 1, 0]<br/>class = Iris-versicolor>, fillcolor="#39e581"] ;
15 -> 17 ;
18 [label=<gini = 0.0<br/>samples = 32<br/>value = [0, 0, 32]<br/>class = Iris-virginica>, fillcolor="#8139e5"] ;
14 -> 18 ;
}