program folder

Author: mhjensen

doc/pub/DecisionTrees/ipynb/DataFiles/cancer.dot

@@ -6,17 +6,17 @@ edge [fontname=helvetica] ;
 0 -> 1 [labeldistance=2.5, labelangle=45, headlabel="True"] ;
 2 [label="worst concave points <= 0.135\ngini = 0.031\nsamples = 253\nvalue = [[249, 4]\n[4, 249]]", fillcolor="#e58139ee"] ;
 1 -> 2 ;
-3 [label="radius error <= 0.643\ngini = 0.008\nsamples = 242\nvalue = [[241, 1]\n[1, 241]]", fillcolor="#e58139fb"] ;
+3 [label="area error <= 48.975\ngini = 0.008\nsamples = 242\nvalue = [[241, 1]\n[1, 241]]", fillcolor="#e58139fb"] ;
 2 -> 3 ;
 4 [label="gini = 0.0\nsamples = 239\nvalue = [[239, 0]\n[0, 239]]", fillcolor="#e58139ff"] ;
 3 -> 4 ;
-5 [label="worst symmetry <= 0.208\ngini = 0.444\nsamples = 3\nvalue = [[2, 1]\n[1, 2]]", fillcolor="#e5813913"] ;
+5 [label="mean area <= 469.25\ngini = 0.444\nsamples = 3\nvalue = [[2, 1]\n[1, 2]]", fillcolor="#e5813913"] ;
 3 -> 5 ;
 6 [label="gini = 0.0\nsamples = 1\nvalue = [[0, 1]\n[1, 0]]", fillcolor="#e58139ff"] ;
 5 -> 6 ;
 7 [label="gini = 0.0\nsamples = 2\nvalue = [[2, 0]\n[0, 2]]", fillcolor="#e58139ff"] ;
 5 -> 7 ;
-8 [label="worst texture <= 29.455\ngini = 0.397\nsamples = 11\nvalue = [[8, 3]\n[3, 8]]", fillcolor="#e581392c"] ;
+8 [label="mean texture <= 20.84\ngini = 0.397\nsamples = 11\nvalue = [[8, 3]\n[3, 8]]", fillcolor="#e581392c"] ;
 2 -> 8 ;
 9 [label="gini = 0.0\nsamples = 8\nvalue = [[8, 0]\n[0, 8]]", fillcolor="#e58139ff"] ;
 8 -> 9 ;
@@ -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="#e5813994"] ;
 0 -> 14 [labeldistance=2.5, labelangle=-45, headlabel="False"] ;
-15 [label="worst radius <= 17.74\ngini = 0.375\nsamples = 16\nvalue = [[12, 4]\n[4, 12]]", fillcolor="#e5813938"] ;
+15 [label="worst area <= 964.4\ngini = 0.375\nsamples = 16\nvalue = [[12, 4]\n[4, 12]]", fillcolor="#e5813938"] ;
 14 -> 15 ;
 16 [label="gini = 0.0\nsamples = 11\nvalue = [[11, 0]\n[0, 11]]", fillcolor="#e58139ff"] ;
 15 -> 16 ;
-17 [label="mean texture <= 13.745\ngini = 0.32\nsamples = 5\nvalue = [[1, 4]\n[4, 1]]", fillcolor="#e5813955"] ;
+17 [label="mean fractal dimension <= 0.054\ngini = 0.32\nsamples = 5\nvalue = [[1, 4]\n[4, 1]]", fillcolor="#e5813955"] ;
 15 -> 17 ;
 18 [label="gini = 0.0\nsamples = 1\nvalue = [[1, 0]\n[0, 1]]", fillcolor="#e58139ff"] ;
 17 -> 18 ;
@@ -48,10 +48,10 @@ edge [fontname=helvetica] ;
 21 -> 22 ;
 23 [label="gini = 0.0\nsamples = 6\nvalue = [[6, 0]\n[0, 6]]", fillcolor="#e58139ff"] ;
 21 -> 23 ;
-24 [label="worst smoothness <= 0.096\ngini = 0.015\nsamples = 136\nvalue = [[1, 135]\n[135, 1]]", fillcolor="#e58139f7"] ;
+24 [label="fractal dimension error <= 0.013\ngini = 0.015\nsamples = 136\nvalue = [[1, 135]\n[135, 1]]", fillcolor="#e58139f7"] ;
 20 -> 24 ;
-25 [label="gini = 0.0\nsamples = 1\nvalue = [[1, 0]\n[0, 1]]", fillcolor="#e58139ff"] ;
+25 [label="gini = 0.0\nsamples = 135\nvalue = [[0, 135]\n[135, 0]]", fillcolor="#e58139ff"] ;
 24 -> 25 ;
-26 [label="gini = 0.0\nsamples = 135\nvalue = [[0, 135]\n[135, 0]]", fillcolor="#e58139ff"] ;
+26 [label="gini = 0.0\nsamples = 1\nvalue = [[1, 0]\n[0, 1]]", fillcolor="#e58139ff"] ;
 24 -> 26 ;
 }

doc/pub/DecisionTrees/ipynb/DataFiles/cancer.png

@@ -1,41 +1,6 @@
 digraph Tree {
 node [shape=box, style="filled, rounded", color="black", fontname=helvetica] ;
 edge [fontname=helvetica] ;
-<<<<<<< HEAD
-0 [label="X[0] <= 0.5\ngini = 0.48\nsamples = 15\nvalue = [4, 10, 1]", fillcolor="#39e5818b"] ;
-1 [label="X[1] <= 0.5\ngini = 0.408\nsamples = 14\nvalue = [4, 10, 0]", fillcolor="#39e58199"] ;
-0 -> 1 [labeldistance=2.5, labelangle=45, headlabel="True"] ;
-2 [label="X[8] <= 0.5\ngini = 0.48\nsamples = 10\nvalue = [4, 6, 0]", fillcolor="#39e58155"] ;
-1 -> 2 ;
-3 [label="X[11] <= 0.5\ngini = 0.32\nsamples = 5\nvalue = [1, 4, 0]", fillcolor="#39e581bf"] ;
-2 -> 3 ;
-4 [label="gini = 0.0\nsamples = 3\nvalue = [0, 3, 0]", fillcolor="#39e581ff"] ;
-3 -> 4 ;
-5 [label="X[6] <= 0.5\ngini = 0.5\nsamples = 2\nvalue = [1, 1, 0]", fillcolor="#e5813900"] ;
-3 -> 5 ;
-6 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0, 0]", fillcolor="#e58139ff"] ;
-5 -> 6 ;
-7 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1, 0]", fillcolor="#39e581ff"] ;
-5 -> 7 ;
-8 [label="X[3] <= 0.5\ngini = 0.48\nsamples = 5\nvalue = [3, 2, 0]", fillcolor="#e5813955"] ;
-2 -> 8 ;
-9 [label="X[12] <= 0.5\ngini = 0.5\nsamples = 2\nvalue = [1, 1, 0]", fillcolor="#e5813900"] ;
-8 -> 9 ;
-10 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0, 0]", fillcolor="#e58139ff"] ;
-9 -> 10 ;
-11 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1, 0]", fillcolor="#39e581ff"] ;
-9 -> 11 ;
-12 [label="X[12] <= 0.5\ngini = 0.444\nsamples = 3\nvalue = [2, 1, 0]", fillcolor="#e581397f"] ;
-8 -> 12 ;
-13 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1, 0]", fillcolor="#39e581ff"] ;
-12 -> 13 ;
-14 [label="gini = 0.0\nsamples = 2\nvalue = [2, 0, 0]", fillcolor="#e58139ff"] ;
-12 -> 14 ;
-15 [label="gini = 0.0\nsamples = 4\nvalue = [0, 4, 0]", fillcolor="#39e581ff"] ;
-1 -> 15 ;
-16 [label="gini = 0.0\nsamples = 1\nvalue = [0, 0, 1]", fillcolor="#8139e5ff"] ;
-0 -> 16 [labeldistance=2.5, labelangle=-45, headlabel="False"] ;
-=======
 0 [label="X[7] <= 0.5\ngini = 0.48\nsamples = 15\nvalue = [4, 10, 1]", fillcolor="#39e5818b"] ;
 1 [label="X[1] <= 0.5\ngini = 0.408\nsamples = 14\nvalue = [4, 10, 0]", fillcolor="#39e58199"] ;
 0 -> 1 [labeldistance=2.5, labelangle=45, headlabel="True"] ;
@@ -45,5 +10,4 @@ edge [fontname=helvetica] ;
 1 -> 3 ;
 4 [label="gini = 0.0\nsamples = 1\nvalue = [0, 0, 1]", fillcolor="#8139e5ff"] ;
 0 -> 4 [labeldistance=2.5, labelangle=-45, headlabel="False"] ;
->>>>>>> origin/master
 }