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Morten Hjorth-Jensen
2021-12-07 23:45:36 +01:00
parent 5dbc6c07e5
commit 47207413b8
128 changed files with 55309 additions and 95 deletions
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doc/LectureNotes/DataFiles/cancer.dot
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digraph Tree {
node [shape=box, style="filled, rounded", color="black", fontname="helvetica"] ;
edge [fontname="helvetica"] ;
0 [label="worst perimeter <= 106.05\ngini = 0.465\nsamples = 426\nvalue = [[269, 157]\n[157, 269]]", fillcolor="#fefbf9"] ;
1 [label="worst concave points <= 0.159\ngini = 0.067\nsamples = 259\nvalue = [[250, 9]\n[9, 250]]", fillcolor="#e99355"] ;
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1 -> 2 ;
3 [label="area error <= 48.975\ngini = 0.008\nsamples = 242\nvalue = [[241, 1]\n[1, 241]]", fillcolor="#e5833c"] ;
2 -> 3 ;
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5 -> 6 ;
7 [label="gini = 0.0\nsamples = 2\nvalue = [[2, 0]\n[0, 2]]", fillcolor="#e58139"] ;
5 -> 7 ;
8 [label="worst texture <= 29.455\ngini = 0.397\nsamples = 11\nvalue = [[8, 3]\n[3, 8]]", fillcolor="#fae9dd"] ;
2 -> 8 ;
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8 -> 9 ;
10 [label="gini = 0.0\nsamples = 3\nvalue = [[0, 3]\n[3, 0]]", fillcolor="#e58139"] ;
8 -> 10 ;
11 [label="mean texture <= 16.22\ngini = 0.278\nsamples = 6\nvalue = [[1, 5]\n[5, 1]]", fillcolor="#f4caac"] ;
1 -> 11 ;
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11 -> 12 ;
13 [label="gini = 0.0\nsamples = 5\nvalue = [[0, 5]\n[5, 0]]", fillcolor="#e58139"] ;
11 -> 13 ;
14 [label="worst texture <= 20.645\ngini = 0.202\nsamples = 167\nvalue = [[19, 148]\n[148, 19]]", fillcolor="#f0b68c"] ;
0 -> 14 [labeldistance=2.5, labelangle=-45, headlabel="False"] ;
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14 -> 15 ;
16 [label="gini = 0.0\nsamples = 11\nvalue = [[11, 0]\n[0, 11]]", fillcolor="#e58139"] ;
15 -> 16 ;
17 [label="mean concavity <= 0.07\ngini = 0.32\nsamples = 5\nvalue = [[1, 4]\n[4, 1]]", fillcolor="#f6d5bd"] ;
15 -> 17 ;
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17 -> 18 ;
19 [label="gini = 0.0\nsamples = 4\nvalue = [[0, 4]\n[4, 0]]", fillcolor="#e58139"] ;
17 -> 19 ;
20 [label="mean concave points <= 0.049\ngini = 0.088\nsamples = 151\nvalue = [[7, 144]\n[144, 7]]", fillcolor="#ea985d"] ;
14 -> 20 ;
21 [label="compactness error <= 0.016\ngini = 0.48\nsamples = 15\nvalue = [[6, 9]\n[9, 6]]", fillcolor="#ffffff"] ;
20 -> 21 ;
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21 -> 22 ;
23 [label="gini = 0.0\nsamples = 6\nvalue = [[6, 0]\n[0, 6]]", fillcolor="#e58139"] ;
21 -> 23 ;
24 [label="mean smoothness <= 0.079\ngini = 0.015\nsamples = 136\nvalue = [[1, 135]\n[135, 1]]", fillcolor="#e6853f"] ;
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25 [label="gini = 0.0\nsamples = 1\nvalue = [[1, 0]\n[0, 1]]", fillcolor="#e58139"] ;
24 -> 25 ;
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24 -> 26 ;
}
doc/LectureNotes/DataFiles/moons.dot
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digraph Tree {
node [shape=box, style="filled, rounded", color="black", fontname="helvetica"] ;
edge [fontname="helvetica"] ;
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1 [label="X[0] <= -0.686\ngini = 0.225\nsamples = 31\nvalue = [4, 27]", fillcolor="#56ace9"] ;
0 -> 1 [labeldistance=2.5, labelangle=45, headlabel="True"] ;
2 [label="gini = 0.0\nsamples = 2\nvalue = [2, 0]", fillcolor="#e58139"] ;
1 -> 2 ;
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1 -> 3 ;
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3 -> 4 ;
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4 -> 5 ;
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9 -> 10 ;
11 [label="gini = 0.0\nsamples = 3\nvalue = [0, 3]", fillcolor="#399de5"] ;
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12 [label="X[0] <= 1.36\ngini = 0.375\nsamples = 44\nvalue = [33, 11]", fillcolor="#eeab7b"] ;
0 -> 12 [labeldistance=2.5, labelangle=-45, headlabel="False"] ;
13 [label="X[0] <= -0.189\ngini = 0.26\nsamples = 39\nvalue = [33, 6]", fillcolor="#ea985d"] ;
12 -> 13 ;
14 [label="gini = 0.0\nsamples = 18\nvalue = [18, 0]", fillcolor="#e58139"] ;
13 -> 14 ;
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13 -> 15 ;
16 [label="X[1] <= 0.781\ngini = 0.5\nsamples = 12\nvalue = [6, 6]", fillcolor="#ffffff"] ;
15 -> 16 ;
17 [label="gini = 0.0\nsamples = 6\nvalue = [0, 6]", fillcolor="#399de5"] ;
16 -> 17 ;
18 [label="gini = 0.0\nsamples = 6\nvalue = [6, 0]", fillcolor="#e58139"] ;
16 -> 18 ;
19 [label="gini = 0.0\nsamples = 9\nvalue = [9, 0]", fillcolor="#e58139"] ;
15 -> 19 ;
20 [label="gini = 0.0\nsamples = 5\nvalue = [0, 5]", fillcolor="#399de5"] ;
12 -> 20 ;
}