forked from martinJimenez6/DiscoverAI_Projects_Group5
-
Notifications
You must be signed in to change notification settings - Fork 0
/
Copy pathtree.dot
157 lines (157 loc) · 6.72 KB
/
tree.dot
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
69
70
71
72
73
74
75
76
77
78
79
80
81
82
83
84
85
86
87
88
89
90
91
92
93
94
95
96
97
98
99
100
101
102
103
104
105
106
107
108
109
110
111
112
113
114
115
116
117
118
119
120
121
122
123
124
125
126
127
128
129
130
131
132
133
134
135
136
137
138
139
140
141
142
143
144
145
146
147
148
149
150
151
152
153
154
155
156
157
digraph Tree {
node [shape=box, style="filled, rounded", color="black", fontname="helvetica"] ;
edge [fontname="helvetica"] ;
0 [label="num_major_vessels <= 0.5\ngini = 0.489\nsamples = 242\nvalue = [103, 139]\nclass = Deceased", fillcolor="#cce6f8"] ;
1 [label="thalassemia_reversable defect <= 0.5\n0.344\n145\n[32, 113]\nDeceased", fillcolor="#71b9ec"] ;
0 -> 1 [labeldistance=2.5, labelangle=45, headlabel="True"] ;
2 [label="exercise_induced_angina_yes <= 0.5\n0.498\n47\n[22, 25]\nDeceased", fillcolor="#e7f3fc"] ;
1 -> 2 ;
3 [label="age <= 50.0\n0.366\n29\n[7, 22]\nDeceased", fillcolor="#78bced"] ;
2 -> 3 ;
4 [label="st_depression <= 0.9\n0.494\n9\n[5, 4]\nSurvived", fillcolor="#fae6d7"] ;
3 -> 4 ;
5 [label="rest_ecg_normal <= 0.5\n0.444\n6\n[2, 4]\nDeceased", fillcolor="#9ccef2"] ;
4 -> 5 ;
6 [label="0.0\n4\n[0, 4]\nDeceased", fillcolor="#399de5"] ;
5 -> 6 ;
7 [label="0.0\n2\n[2, 0]\nSurvived", fillcolor="#e58139"] ;
5 -> 7 ;
8 [label="0.0\n3\n[3, 0]\nSurvived", fillcolor="#e58139"] ;
4 -> 8 ;
9 [label="resting_blood_pressure <= 151.0\n0.18\n20\n[2, 18]\nDeceased", fillcolor="#4fa8e8"] ;
3 -> 9 ;
10 [label="0.0\n13\n[0, 13]\nDeceased", fillcolor="#399de5"] ;
9 -> 10 ;
11 [label="age <= 66.5\n0.408\n7\n[2, 5]\nDeceased", fillcolor="#88c4ef"] ;
9 -> 11 ;
12 [label="st_depression <= 0.35\n0.278\n6\n[1, 5]\nDeceased", fillcolor="#61b1ea"] ;
11 -> 12 ;
13 [label="0.0\n1\n[1, 0]\nSurvived", fillcolor="#e58139"] ;
12 -> 13 ;
14 [label="0.0\n5\n[0, 5]\nDeceased", fillcolor="#399de5"] ;
12 -> 14 ;
15 [label="0.0\n1\n[1, 0]\nSurvived", fillcolor="#e58139"] ;
11 -> 15 ;
16 [label="st_depression <= 0.75\n0.278\n18\n[15, 3]\nSurvived", fillcolor="#ea9a61"] ;
2 -> 16 ;
17 [label="cholesterol <= 240.5\n0.48\n5\n[2, 3]\nDeceased", fillcolor="#bddef6"] ;
16 -> 17 ;
18 [label="0.0\n3\n[0, 3]\nDeceased", fillcolor="#399de5"] ;
17 -> 18 ;
19 [label="0.0\n2\n[2, 0]\nSurvived", fillcolor="#e58139"] ;
17 -> 19 ;
20 [label="0.0\n13\n[13, 0]\nSurvived", fillcolor="#e58139"] ;
16 -> 20 ;
21 [label="st_depression <= 3.2\n0.183\n98\n[10, 88]\nDeceased", fillcolor="#50a8e8"] ;
1 -> 21 ;
22 [label="age <= 57.5\n0.153\n96\n[8, 88]\nDeceased", fillcolor="#4ba6e7"] ;
21 -> 22 ;
23 [label="resting_blood_pressure <= 109.0\n0.029\n68\n[1, 67]\nDeceased", fillcolor="#3c9ee5"] ;
22 -> 23 ;
24 [label="age <= 46.5\n0.219\n8\n[1, 7]\nDeceased", fillcolor="#55abe9"] ;
23 -> 24 ;
25 [label="0.0\n5\n[0, 5]\nDeceased", fillcolor="#399de5"] ;
24 -> 25 ;
26 [label="age <= 49.0\n0.444\n3\n[1, 2]\nDeceased", fillcolor="#9ccef2"] ;
24 -> 26 ;
27 [label="0.0\n1\n[1, 0]\nSurvived", fillcolor="#e58139"] ;
26 -> 27 ;
28 [label="0.0\n2\n[0, 2]\nDeceased", fillcolor="#399de5"] ;
26 -> 28 ;
29 [label="0.0\n60\n[0, 60]\nDeceased", fillcolor="#399de5"] ;
23 -> 29 ;
30 [label="cholesterol <= 231.5\n0.375\n28\n[7, 21]\nDeceased", fillcolor="#7bbeee"] ;
22 -> 30 ;
31 [label="0.0\n9\n[0, 9]\nDeceased", fillcolor="#399de5"] ;
30 -> 31 ;
32 [label="st_depression <= 1.3\n0.465\n19\n[7, 12]\nDeceased", fillcolor="#acd6f4"] ;
30 -> 32 ;
33 [label="st_depression <= 0.2\n0.415\n17\n[5, 12]\nDeceased", fillcolor="#8bc6f0"] ;
32 -> 33 ;
34 [label="max_heart_rate_achieved <= 170.5\n0.5\n8\n[4, 4]\nSurvived", fillcolor="#ffffff"] ;
33 -> 34 ;
35 [label="age <= 62.5\n0.444\n6\n[4, 2]\nSurvived", fillcolor="#f2c09c"] ;
34 -> 35 ;
36 [label="0.0\n3\n[3, 0]\nSurvived", fillcolor="#e58139"] ;
35 -> 36 ;
37 [label="chest_pain_type_atypical angina <= 0.5\n0.444\n3\n[1, 2]\nDeceased", fillcolor="#9ccef2"] ;
35 -> 37 ;
38 [label="0.0\n2\n[0, 2]\nDeceased", fillcolor="#399de5"] ;
37 -> 38 ;
39 [label="0.0\n1\n[1, 0]\nSurvived", fillcolor="#e58139"] ;
37 -> 39 ;
40 [label="0.0\n2\n[0, 2]\nDeceased", fillcolor="#399de5"] ;
34 -> 40 ;
41 [label="max_heart_rate_achieved <= 96.5\n0.198\n9\n[1, 8]\nDeceased", fillcolor="#52a9e8"] ;
33 -> 41 ;
42 [label="0.0\n1\n[1, 0]\nSurvived", fillcolor="#e58139"] ;
41 -> 42 ;
43 [label="0.0\n8\n[0, 8]\nDeceased", fillcolor="#399de5"] ;
41 -> 43 ;
44 [label="0.0\n2\n[2, 0]\nSurvived", fillcolor="#e58139"] ;
32 -> 44 ;
45 [label="0.0\n2\n[2, 0]\nSurvived", fillcolor="#e58139"] ;
21 -> 45 ;
46 [label="chest_pain_type_atypical angina <= 0.5\n0.392\n97\n[71, 26]\nSurvived", fillcolor="#efaf82"] ;
0 -> 46 [labeldistance=2.5, labelangle=-45, headlabel="False"] ;
47 [label="chest_pain_type_typical angina <= 0.5\n0.263\n77\n[65, 12]\nSurvived", fillcolor="#ea985e"] ;
46 -> 47 ;
48 [label="chest_pain_type_non-anginal pain <= 0.5\n0.165\n66\n[60, 6]\nSurvived", fillcolor="#e88e4d"] ;
47 -> 48 ;
49 [label="resting_blood_pressure <= 109.0\n0.095\n60\n[57, 3]\nSurvived", fillcolor="#e68843"] ;
48 -> 49 ;
50 [label="st_slope_flat <= 0.5\n0.5\n4\n[2, 2]\nSurvived", fillcolor="#ffffff"] ;
49 -> 50 ;
51 [label="0.0\n2\n[0, 2]\nDeceased", fillcolor="#399de5"] ;
50 -> 51 ;
52 [label="0.0\n2\n[2, 0]\nSurvived", fillcolor="#e58139"] ;
50 -> 52 ;
53 [label="sex_male <= 0.5\n0.035\n56\n[55, 1]\nSurvived", fillcolor="#e5833d"] ;
49 -> 53 ;
54 [label="resting_blood_pressure <= 134.0\n0.219\n8\n[7, 1]\nSurvived", fillcolor="#e99355"] ;
53 -> 54 ;
55 [label="0.0\n1\n[0, 1]\nDeceased", fillcolor="#399de5"] ;
54 -> 55 ;
56 [label="0.0\n7\n[7, 0]\nSurvived", fillcolor="#e58139"] ;
54 -> 56 ;
57 [label="0.0\n48\n[48, 0]\nSurvived", fillcolor="#e58139"] ;
53 -> 57 ;
58 [label="age <= 55.0\n0.5\n6\n[3, 3]\nSurvived", fillcolor="#ffffff"] ;
48 -> 58 ;
59 [label="0.0\n2\n[0, 2]\nDeceased", fillcolor="#399de5"] ;
58 -> 59 ;
60 [label="sex_male <= 0.5\n0.375\n4\n[3, 1]\nSurvived", fillcolor="#eeab7b"] ;
58 -> 60 ;
61 [label="0.0\n1\n[0, 1]\nDeceased", fillcolor="#399de5"] ;
60 -> 61 ;
62 [label="0.0\n3\n[3, 0]\nSurvived", fillcolor="#e58139"] ;
60 -> 62 ;
63 [label="cholesterol <= 228.0\n0.496\n11\n[5, 6]\nDeceased", fillcolor="#deeffb"] ;
47 -> 63 ;
64 [label="0.0\n4\n[0, 4]\nDeceased", fillcolor="#399de5"] ;
63 -> 64 ;
65 [label="exercise_induced_angina_yes <= 0.5\n0.408\n7\n[5, 2]\nSurvived", fillcolor="#efb388"] ;
63 -> 65 ;
66 [label="0.0\n4\n[4, 0]\nSurvived", fillcolor="#e58139"] ;
65 -> 66 ;
67 [label="sex_male <= 0.5\n0.444\n3\n[1, 2]\nDeceased", fillcolor="#9ccef2"] ;
65 -> 67 ;
68 [label="0.0\n2\n[0, 2]\nDeceased", fillcolor="#399de5"] ;
67 -> 68 ;
69 [label="0.0\n1\n[1, 0]\nSurvived", fillcolor="#e58139"] ;
67 -> 69 ;
70 [label="max_heart_rate_achieved <= 150.5\n0.42\n20\n[6, 14]\nDeceased", fillcolor="#8ec7f0"] ;
46 -> 70 ;
71 [label="thalassemia_reversable defect <= 0.5\n0.444\n9\n[6, 3]\nSurvived", fillcolor="#f2c09c"] ;
70 -> 71 ;
72 [label="0.0\n5\n[5, 0]\nSurvived", fillcolor="#e58139"] ;
71 -> 72 ;
73 [label="max_heart_rate_achieved <= 128.0\n0.375\n4\n[1, 3]\nDeceased", fillcolor="#7bbeee"] ;
71 -> 73 ;
74 [label="0.0\n1\n[1, 0]\nSurvived", fillcolor="#e58139"] ;
73 -> 74 ;
75 [label="0.0\n3\n[0, 3]\nDeceased", fillcolor="#399de5"] ;
73 -> 75 ;
76 [label="0.0\n11\n[0, 11]\nDeceased", fillcolor="#399de5"] ;
70 -> 76 ;
}