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update book

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This commit is contained in:
Morten Hjorth-Jensen
2024-09-02 21:13:52 +02:00
parent 1c89b72b13
commit 676a3d78a0
345 changed files with 229058 additions and 21 deletions
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doc/LectureNotes/DataFiles/cancer.dot
+9 -9
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@@ -10,19 +10,19 @@ edge [fontname="helvetica"] ;
2 -> 3 ;
4 [label="gini = 0.0\nsamples = 239\nvalue = [[239, 0]\n[0, 239]]", fillcolor="#e58139"] ;
3 -> 4 ;
5 [label="worst compactness <= 0.085\ngini = 0.444\nsamples = 3\nvalue = [[2, 1]\n[1, 2]]", fillcolor="#fdf6f0"] ;
5 [label="texture error <= 1.938\ngini = 0.444\nsamples = 3\nvalue = [[2, 1]\n[1, 2]]", fillcolor="#fdf6f0"] ;
3 -> 5 ;
6 [label="gini = 0.0\nsamples = 1\nvalue = [[0, 1]\n[1, 0]]", fillcolor="#e58139"] ;
6 [label="gini = 0.0\nsamples = 2\nvalue = [[2, 0]\n[0, 2]]", fillcolor="#e58139"] ;
5 -> 6 ;
7 [label="gini = 0.0\nsamples = 2\nvalue = [[2, 0]\n[0, 2]]", fillcolor="#e58139"] ;
7 [label="gini = 0.0\nsamples = 1\nvalue = [[0, 1]\n[1, 0]]", fillcolor="#e58139"] ;
5 -> 7 ;
8 [label="mean texture <= 20.84\ngini = 0.397\nsamples = 11\nvalue = [[8, 3]\n[3, 8]]", fillcolor="#fae9dd"] ;
8 [label="worst texture <= 29.455\ngini = 0.397\nsamples = 11\nvalue = [[8, 3]\n[3, 8]]", fillcolor="#fae9dd"] ;
2 -> 8 ;
9 [label="gini = 0.0\nsamples = 8\nvalue = [[8, 0]\n[0, 8]]", fillcolor="#e58139"] ;
8 -> 9 ;
10 [label="gini = 0.0\nsamples = 3\nvalue = [[0, 3]\n[3, 0]]", fillcolor="#e58139"] ;
8 -> 10 ;
11 [label="area error <= 13.475\ngini = 0.278\nsamples = 6\nvalue = [[1, 5]\n[5, 1]]", fillcolor="#f4caac"] ;
11 [label="mean texture <= 16.22\ngini = 0.278\nsamples = 6\nvalue = [[1, 5]\n[5, 1]]", fillcolor="#f4caac"] ;
1 -> 11 ;
12 [label="gini = 0.0\nsamples = 1\nvalue = [[1, 0]\n[0, 1]]", fillcolor="#e58139"] ;
11 -> 12 ;
@@ -30,11 +30,11 @@ edge [fontname="helvetica"] ;
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"] ;
15 [label="worst concavity <= 0.318\ngini = 0.375\nsamples = 16\nvalue = [[12, 4]\n[4, 12]]", fillcolor="#f9e3d4"] ;
15 [label="worst perimeter <= 116.8\ngini = 0.375\nsamples = 16\nvalue = [[12, 4]\n[4, 12]]", fillcolor="#f9e3d4"] ;
14 -> 15 ;
16 [label="gini = 0.0\nsamples = 11\nvalue = [[11, 0]\n[0, 11]]", fillcolor="#e58139"] ;
15 -> 16 ;
17 [label="area error <= 23.16\ngini = 0.32\nsamples = 5\nvalue = [[1, 4]\n[4, 1]]", fillcolor="#f6d5bd"] ;
17 [label="fractal dimension error <= 0.002\ngini = 0.32\nsamples = 5\nvalue = [[1, 4]\n[4, 1]]", fillcolor="#f6d5bd"] ;
15 -> 17 ;
18 [label="gini = 0.0\nsamples = 1\nvalue = [[1, 0]\n[0, 1]]", fillcolor="#e58139"] ;
17 -> 18 ;
@@ -42,13 +42,13 @@ edge [fontname="helvetica"] ;
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"] ;
21 [label="concave points error <= 0.01\ngini = 0.48\nsamples = 15\nvalue = [[6, 9]\n[9, 6]]", fillcolor="#ffffff"] ;
20 -> 21 ;
22 [label="gini = 0.0\nsamples = 9\nvalue = [[0, 9]\n[9, 0]]", fillcolor="#e58139"] ;
21 -> 22 ;
23 [label="gini = 0.0\nsamples = 6\nvalue = [[6, 0]\n[0, 6]]", fillcolor="#e58139"] ;
21 -> 23 ;
24 [label="worst smoothness <= 0.096\ngini = 0.015\nsamples = 136\nvalue = [[1, 135]\n[135, 1]]", fillcolor="#e6853f"] ;
24 [label="mean smoothness <= 0.079\ngini = 0.015\nsamples = 136\nvalue = [[1, 135]\n[135, 1]]", fillcolor="#e6853f"] ;
20 -> 24 ;
25 [label="gini = 0.0\nsamples = 1\nvalue = [[1, 0]\n[0, 1]]", fillcolor="#e58139"] ;
24 -> 25 ;
doc/LectureNotes/DataFiles/cancer.png
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doc/LectureNotes/DataFiles/moons.dot
+10 -10
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@@ -1,38 +1,38 @@
digraph Tree {
node [shape=box, style="filled, rounded", color="black", fontname="helvetica"] ;
edge [fontname="helvetica"] ;
0 [label="X[1] <= 0.115\ngini = 0.5\nsamples = 75\nvalue = [37, 38]", fillcolor="#fafcfe"] ;
1 [label="X[0] <= -0.686\ngini = 0.225\nsamples = 31\nvalue = [4, 27]", fillcolor="#56ace9"] ;
0 [label="x[1] <= 0.115\ngini = 0.5\nsamples = 75\nvalue = [37, 38]", fillcolor="#fafcfe"] ;
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 ;
3 [label="X[1] <= 0.058\ngini = 0.128\nsamples = 29\nvalue = [2, 27]", fillcolor="#48a4e7"] ;
3 [label="x[1] <= 0.058\ngini = 0.128\nsamples = 29\nvalue = [2, 27]", fillcolor="#48a4e7"] ;
1 -> 3 ;
4 [label="X[0] <= 1.207\ngini = 0.077\nsamples = 25\nvalue = [1, 24]", fillcolor="#41a1e6"] ;
4 [label="x[0] <= 1.207\ngini = 0.077\nsamples = 25\nvalue = [1, 24]", fillcolor="#41a1e6"] ;
3 -> 4 ;
5 [label="gini = 0.0\nsamples = 17\nvalue = [0, 17]", fillcolor="#399de5"] ;
4 -> 5 ;
6 [label="X[1] <= -0.43\ngini = 0.219\nsamples = 8\nvalue = [1, 7]", fillcolor="#55abe9"] ;
6 [label="x[1] <= -0.43\ngini = 0.219\nsamples = 8\nvalue = [1, 7]", fillcolor="#55abe9"] ;
4 -> 6 ;
7 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]", fillcolor="#e58139"] ;
6 -> 7 ;
8 [label="gini = 0.0\nsamples = 7\nvalue = [0, 7]", fillcolor="#399de5"] ;
6 -> 8 ;
9 [label="X[1] <= 0.09\ngini = 0.375\nsamples = 4\nvalue = [1, 3]", fillcolor="#7bbeee"] ;
9 [label="x[1] <= 0.09\ngini = 0.375\nsamples = 4\nvalue = [1, 3]", fillcolor="#7bbeee"] ;
3 -> 9 ;
10 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]", fillcolor="#e58139"] ;
9 -> 10 ;
11 [label="gini = 0.0\nsamples = 3\nvalue = [0, 3]", fillcolor="#399de5"] ;
9 -> 11 ;
12 [label="X[0] <= 1.36\ngini = 0.375\nsamples = 44\nvalue = [33, 11]", fillcolor="#eeab7b"] ;
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"] ;
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 ;
15 [label="X[0] <= 0.479\ngini = 0.408\nsamples = 21\nvalue = [15, 6]", fillcolor="#efb388"] ;
15 [label="x[0] <= 0.479\ngini = 0.408\nsamples = 21\nvalue = [15, 6]", fillcolor="#efb388"] ;
13 -> 15 ;
16 [label="X[1] <= 0.781\ngini = 0.5\nsamples = 12\nvalue = [6, 6]", fillcolor="#ffffff"] ;
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 ;
doc/LectureNotes/DataFiles/moons.png
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doc/LectureNotes/DataFiles/ride.dot
+2 -2
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@@ -1,8 +1,8 @@
digraph Tree {
node [shape=box, style="filled, rounded", color="black", fontname="helvetica"] ;
edge [fontname="helvetica"] ;
0 [label="X[13] <= 0.5\ngini = 0.48\nsamples = 15\nvalue = [4, 10, 1]", fillcolor="#93f1ba"] ;
1 [label="X[1] <= 0.5\ngini = 0.408\nsamples = 14\nvalue = [4, 10, 0]", fillcolor="#88efb3"] ;
0 [label="x[9] <= 0.5\ngini = 0.48\nsamples = 15\nvalue = [4, 10, 1]", fillcolor="#93f1ba"] ;
1 [label="x[1] <= 0.5\ngini = 0.408\nsamples = 14\nvalue = [4, 10, 0]", fillcolor="#88efb3"] ;
0 -> 1 [labeldistance=2.5, labelangle=45, headlabel="True"] ;
2 [label="gini = 0.48\nsamples = 10\nvalue = [4, 6, 0]", fillcolor="#bdf6d5"] ;
1 -> 2 ;