Classification-Analysis/sample_tree.dot at master · Sirius207/Classification-Analysis · GitHub

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
158
159
160
161
162
163
164
165
166
167
168
169
170
171
172
173
174
175
176
177
178
179
180
181
182
183
184
185
186
187
188
189
190
191
192
193
194
195
196
197
198
199
200
201
202
203
204
205
206
207
208
209
210
211
212
213
214
215
216
217
218
219
220
221
222
223
224
225
226
227
228
229
230
231
232
233
234
235
236
237
238
239
240
241
242
243
244
245
246
247
248
249
250
251
252
253
digraph Tree {
node [shape=box, style="filled, rounded", color="black", fontname=helvetica] ;
edge [fontname=helvetica] ;
0 [label=<F2 &le; 1.5<br/>gini = 0.5<br/>samples = 200<br/>value = [103, 97]<br/>class = A>, fillcolor="#e581390f"] ;
1 [label=<F1 &le; 0.5<br/>gini = 0.454<br/>samples = 86<br/>value = [56, 30]<br/>class = A>, fillcolor="#e5813976"] ;
0 -> 1 [labeldistance=2.5, labelangle=45, headlabel="True"] ;
2 [label=<F0 &le; 1.5<br/>gini = 0.42<br/>samples = 20<br/>value = [6, 14]<br/>class = B>, fillcolor="#399de592"] ;
1 -> 2 ;
3 [label=<F5 &le; 3.0<br/>gini = 0.408<br/>samples = 7<br/>value = [5, 2]<br/>class = A>, fillcolor="#e5813999"] ;
2 -> 3 ;
4 [label=<F0 &le; 0.5<br/>gini = 0.278<br/>samples = 6<br/>value = [5, 1]<br/>class = A>, fillcolor="#e58139cc"] ;
3 -> 4 ;
5 [label=<gini = 0.0<br/>samples = 4<br/>value = [4, 0]<br/>class = A>, fillcolor="#e58139ff"] ;
4 -> 5 ;
6 [label=<F5 &le; 1.5<br/>gini = 0.5<br/>samples = 2<br/>value = [1, 1]<br/>class = A>, fillcolor="#e5813900"] ;
4 -> 6 ;
7 [label=<gini = 0.0<br/>samples = 1<br/>value = [0, 1]<br/>class = B>, fillcolor="#399de5ff"] ;
6 -> 7 ;
8 [label=<gini = 0.0<br/>samples = 1<br/>value = [1, 0]<br/>class = A>, fillcolor="#e58139ff"] ;
6 -> 8 ;
9 [label=<gini = 0.0<br/>samples = 1<br/>value = [0, 1]<br/>class = B>, fillcolor="#399de5ff"] ;
3 -> 9 ;
10 [label=<F2 &le; 0.5<br/>gini = 0.142<br/>samples = 13<br/>value = [1, 12]<br/>class = B>, fillcolor="#399de5ea"] ;
2 -> 10 ;
11 [label=<gini = 0.0<br/>samples = 9<br/>value = [0, 9]<br/>class = B>, fillcolor="#399de5ff"] ;
10 -> 11 ;
12 [label=<F0 &le; 3.0<br/>gini = 0.375<br/>samples = 4<br/>value = [1, 3]<br/>class = B>, fillcolor="#399de5aa"] ;
10 -> 12 ;
13 [label=<gini = 0.0<br/>samples = 3<br/>value = [0, 3]<br/>class = B>, fillcolor="#399de5ff"] ;
12 -> 13 ;
14 [label=<gini = 0.0<br/>samples = 1<br/>value = [1, 0]<br/>class = A>, fillcolor="#e58139ff"] ;
12 -> 14 ;
15 [label=<F5 &le; 1.5<br/>gini = 0.367<br/>samples = 66<br/>value = [50, 16]<br/>class = A>, fillcolor="#e58139ad"] ;
1 -> 15 ;
16 [label=<F1 &le; 1.5<br/>gini = 0.191<br/>samples = 28<br/>value = [25, 3]<br/>class = A>, fillcolor="#e58139e0"] ;
15 -> 16 ;
17 [label=<F0 &le; 0.5<br/>gini = 0.408<br/>samples = 7<br/>value = [5, 2]<br/>class = A>, fillcolor="#e5813999"] ;
16 -> 17 ;
18 [label=<gini = 0.0<br/>samples = 1<br/>value = [0, 1]<br/>class = B>, fillcolor="#399de5ff"] ;
17 -> 18 ;
19 [label=<F0 &le; 3.0<br/>gini = 0.278<br/>samples = 6<br/>value = [5, 1]<br/>class = A>, fillcolor="#e58139cc"] ;
17 -> 19 ;
20 [label=<gini = 0.0<br/>samples = 4<br/>value = [4, 0]<br/>class = A>, fillcolor="#e58139ff"] ;
19 -> 20 ;
21 [label=<F5 &le; 0.5<br/>gini = 0.5<br/>samples = 2<br/>value = [1, 1]<br/>class = A>, fillcolor="#e5813900"] ;
19 -> 21 ;
22 [label=<gini = 0.0<br/>samples = 1<br/>value = [0, 1]<br/>class = B>, fillcolor="#399de5ff"] ;
21 -> 22 ;
23 [label=<gini = 0.0<br/>samples = 1<br/>value = [1, 0]<br/>class = A>, fillcolor="#e58139ff"] ;
21 -> 23 ;
24 [label=<F0 &le; 1.5<br/>gini = 0.091<br/>samples = 21<br/>value = [20, 1]<br/>class = A>, fillcolor="#e58139f2"] ;
16 -> 24 ;
25 [label=<F0 &le; 0.5<br/>gini = 0.219<br/>samples = 8<br/>value = [7, 1]<br/>class = A>, fillcolor="#e58139db"] ;
24 -> 25 ;
26 [label=<gini = 0.0<br/>samples = 5<br/>value = [5, 0]<br/>class = A>, fillcolor="#e58139ff"] ;
25 -> 26 ;
27 [label=<F2 &le; 0.5<br/>gini = 0.444<br/>samples = 3<br/>value = [2, 1]<br/>class = A>, fillcolor="#e581397f"] ;
25 -> 27 ;
28 [label=<gini = 0.0<br/>samples = 1<br/>value = [0, 1]<br/>class = B>, fillcolor="#399de5ff"] ;
27 -> 28 ;
29 [label=<gini = 0.0<br/>samples = 2<br/>value = [2, 0]<br/>class = A>, fillcolor="#e58139ff"] ;
27 -> 29 ;
30 [label=<gini = 0.0<br/>samples = 13<br/>value = [13, 0]<br/>class = A>, fillcolor="#e58139ff"] ;
24 -> 30 ;
31 [label=<F1 &le; 3.5<br/>gini = 0.45<br/>samples = 38<br/>value = [25, 13]<br/>class = A>, fillcolor="#e581397a"] ;
15 -> 31 ;
32 [label=<F4 &le; 1.5<br/>gini = 0.383<br/>samples = 31<br/>value = [23, 8]<br/>class = A>, fillcolor="#e58139a6"] ;
31 -> 32 ;
33 [label=<F4 &le; 0.5<br/>gini = 0.494<br/>samples = 9<br/>value = [4, 5]<br/>class = B>, fillcolor="#399de533"] ;
32 -> 33 ;
34 [label=<F0 &le; 3.5<br/>gini = 0.375<br/>samples = 4<br/>value = [3, 1]<br/>class = A>, fillcolor="#e58139aa"] ;
33 -> 34 ;
35 [label=<gini = 0.0<br/>samples = 3<br/>value = [3, 0]<br/>class = A>, fillcolor="#e58139ff"] ;
34 -> 35 ;
36 [label=<gini = 0.0<br/>samples = 1<br/>value = [0, 1]<br/>class = B>, fillcolor="#399de5ff"] ;
34 -> 36 ;
37 [label=<F1 &le; 1.5<br/>gini = 0.32<br/>samples = 5<br/>value = [1, 4]<br/>class = B>, fillcolor="#399de5bf"] ;
33 -> 37 ;
38 [label=<F0 &le; 2.0<br/>gini = 0.5<br/>samples = 2<br/>value = [1, 1]<br/>class = A>, fillcolor="#e5813900"] ;
37 -> 38 ;
39 [label=<gini = 0.0<br/>samples = 1<br/>value = [1, 0]<br/>class = A>, fillcolor="#e58139ff"] ;
38 -> 39 ;
40 [label=<gini = 0.0<br/>samples = 1<br/>value = [0, 1]<br/>class = B>, fillcolor="#399de5ff"] ;
38 -> 40 ;
41 [label=<gini = 0.0<br/>samples = 3<br/>value = [0, 3]<br/>class = B>, fillcolor="#399de5ff"] ;
37 -> 41 ;
42 [label=<F1 &le; 1.5<br/>gini = 0.236<br/>samples = 22<br/>value = [19, 3]<br/>class = A>, fillcolor="#e58139d7"] ;
32 -> 42 ;
43 [label=<F3 &le; 2.0<br/>gini = 0.5<br/>samples = 6<br/>value = [3, 3]<br/>class = A>, fillcolor="#e5813900"] ;
42 -> 43 ;
44 [label=<gini = 0.0<br/>samples = 2<br/>value = [0, 2]<br/>class = B>, fillcolor="#399de5ff"] ;
43 -> 44 ;
45 [label=<F2 &le; 0.5<br/>gini = 0.375<br/>samples = 4<br/>value = [3, 1]<br/>class = A>, fillcolor="#e58139aa"] ;
43 -> 45 ;
46 [label=<gini = 0.0<br/>samples = 1<br/>value = [0, 1]<br/>class = B>, fillcolor="#399de5ff"] ;
45 -> 46 ;
47 [label=<gini = 0.0<br/>samples = 3<br/>value = [3, 0]<br/>class = A>, fillcolor="#e58139ff"] ;
45 -> 47 ;
48 [label=<gini = 0.0<br/>samples = 16<br/>value = [16, 0]<br/>class = A>, fillcolor="#e58139ff"] ;
42 -> 48 ;
49 [label=<F0 &le; 1.0<br/>gini = 0.408<br/>samples = 7<br/>value = [2, 5]<br/>class = B>, fillcolor="#399de599"] ;
31 -> 49 ;
50 [label=<gini = 0.0<br/>samples = 2<br/>value = [2, 0]<br/>class = A>, fillcolor="#e58139ff"] ;
49 -> 50 ;
51 [label=<gini = 0.0<br/>samples = 5<br/>value = [0, 5]<br/>class = B>, fillcolor="#399de5ff"] ;
49 -> 51 ;
52 [label=<F0 &le; 2.5<br/>gini = 0.485<br/>samples = 114<br/>value = [47, 67]<br/>class = B>, fillcolor="#399de54c"] ;
0 -> 52 [labeldistance=2.5, labelangle=-45, headlabel="False"] ;
53 [label=<F0 &le; 1.5<br/>gini = 0.459<br/>samples = 70<br/>value = [25, 45]<br/>class = B>, fillcolor="#399de571"] ;
52 -> 53 ;
54 [label=<F2 &le; 2.5<br/>gini = 0.5<br/>samples = 35<br/>value = [17, 18]<br/>class = B>, fillcolor="#399de50e"] ;
53 -> 54 ;
55 [label=<F1 &le; 1.5<br/>gini = 0.245<br/>samples = 14<br/>value = [2, 12]<br/>class = B>, fillcolor="#399de5d4"] ;
54 -> 55 ;
56 [label=<F1 &le; 0.5<br/>gini = 0.48<br/>samples = 5<br/>value = [2, 3]<br/>class = B>, fillcolor="#399de555"] ;
55 -> 56 ;
57 [label=<gini = 0.0<br/>samples = 3<br/>value = [0, 3]<br/>class = B>, fillcolor="#399de5ff"] ;
56 -> 57 ;
58 [label=<gini = 0.0<br/>samples = 2<br/>value = [2, 0]<br/>class = A>, fillcolor="#e58139ff"] ;
56 -> 58 ;
59 [label=<gini = 0.0<br/>samples = 9<br/>value = [0, 9]<br/>class = B>, fillcolor="#399de5ff"] ;
55 -> 59 ;
60 [label=<F3 &le; 2.5<br/>gini = 0.408<br/>samples = 21<br/>value = [15, 6]<br/>class = A>, fillcolor="#e5813999"] ;
54 -> 60 ;
61 [label=<F1 &le; 0.5<br/>gini = 0.153<br/>samples = 12<br/>value = [11, 1]<br/>class = A>, fillcolor="#e58139e8"] ;
60 -> 61 ;
62 [label=<F0 &le; 0.5<br/>gini = 0.375<br/>samples = 4<br/>value = [3, 1]<br/>class = A>, fillcolor="#e58139aa"] ;
61 -> 62 ;
63 [label=<gini = 0.0<br/>samples = 3<br/>value = [3, 0]<br/>class = A>, fillcolor="#e58139ff"] ;
62 -> 63 ;
64 [label=<gini = 0.0<br/>samples = 1<br/>value = [0, 1]<br/>class = B>, fillcolor="#399de5ff"] ;
62 -> 64 ;
65 [label=<gini = 0.0<br/>samples = 8<br/>value = [8, 0]<br/>class = A>, fillcolor="#e58139ff"] ;
61 -> 65 ;
66 [label=<F5 &le; 1.5<br/>gini = 0.494<br/>samples = 9<br/>value = [4, 5]<br/>class = B>, fillcolor="#399de533"] ;
60 -> 66 ;
67 [label=<gini = 0.0<br/>samples = 4<br/>value = [0, 4]<br/>class = B>, fillcolor="#399de5ff"] ;
66 -> 67 ;
68 [label=<F3 &le; 3.5<br/>gini = 0.32<br/>samples = 5<br/>value = [4, 1]<br/>class = A>, fillcolor="#e58139bf"] ;
66 -> 68 ;
69 [label=<F0 &le; 0.5<br/>gini = 0.5<br/>samples = 2<br/>value = [1, 1]<br/>class = A>, fillcolor="#e5813900"] ;
68 -> 69 ;
70 [label=<gini = 0.0<br/>samples = 1<br/>value = [0, 1]<br/>class = B>, fillcolor="#399de5ff"] ;
69 -> 70 ;
71 [label=<gini = 0.0<br/>samples = 1<br/>value = [1, 0]<br/>class = A>, fillcolor="#e58139ff"] ;
69 -> 71 ;
72 [label=<gini = 0.0<br/>samples = 3<br/>value = [3, 0]<br/>class = A>, fillcolor="#e58139ff"] ;
68 -> 72 ;
73 [label=<F2 &le; 2.5<br/>gini = 0.353<br/>samples = 35<br/>value = [8, 27]<br/>class = B>, fillcolor="#399de5b3"] ;
53 -> 73 ;
74 [label=<F1 &le; 2.5<br/>gini = 0.486<br/>samples = 12<br/>value = [5, 7]<br/>class = B>, fillcolor="#399de549"] ;
73 -> 74 ;
75 [label=<F1 &le; 0.5<br/>gini = 0.408<br/>samples = 7<br/>value = [5, 2]<br/>class = A>, fillcolor="#e5813999"] ;
74 -> 75 ;
76 [label=<gini = 0.0<br/>samples = 2<br/>value = [0, 2]<br/>class = B>, fillcolor="#399de5ff"] ;
75 -> 76 ;
77 [label=<gini = 0.0<br/>samples = 5<br/>value = [5, 0]<br/>class = A>, fillcolor="#e58139ff"] ;
75 -> 77 ;
78 [label=<gini = 0.0<br/>samples = 5<br/>value = [0, 5]<br/>class = B>, fillcolor="#399de5ff"] ;
74 -> 78 ;
79 [label=<F3 &le; 0.5<br/>gini = 0.227<br/>samples = 23<br/>value = [3, 20]<br/>class = B>, fillcolor="#399de5d9"] ;
73 -> 79 ;
80 [label=<F1 &le; 2.0<br/>gini = 0.444<br/>samples = 9<br/>value = [3, 6]<br/>class = B>, fillcolor="#399de57f"] ;
79 -> 80 ;
81 [label=<gini = 0.0<br/>samples = 6<br/>value = [0, 6]<br/>class = B>, fillcolor="#399de5ff"] ;
80 -> 81 ;
82 [label=<gini = 0.0<br/>samples = 3<br/>value = [3, 0]<br/>class = A>, fillcolor="#e58139ff"] ;
80 -> 82 ;
83 [label=<gini = 0.0<br/>samples = 14<br/>value = [0, 14]<br/>class = B>, fillcolor="#399de5ff"] ;
79 -> 83 ;
84 [label=<F2 &le; 2.5<br/>gini = 0.5<br/>samples = 44<br/>value = [22, 22]<br/>class = A>, fillcolor="#e5813900"] ;
52 -> 84 ;
85 [label=<F4 &le; 3.5<br/>gini = 0.198<br/>samples = 9<br/>value = [8, 1]<br/>class = A>, fillcolor="#e58139df"] ;
84 -> 85 ;
86 [label=<gini = 0.0<br/>samples = 6<br/>value = [6, 0]<br/>class = A>, fillcolor="#e58139ff"] ;
85 -> 86 ;
87 [label=<F5 &le; 2.5<br/>gini = 0.444<br/>samples = 3<br/>value = [2, 1]<br/>class = A>, fillcolor="#e581397f"] ;
85 -> 87 ;
88 [label=<gini = 0.0<br/>samples = 2<br/>value = [2, 0]<br/>class = A>, fillcolor="#e58139ff"] ;
87 -> 88 ;
89 [label=<gini = 0.0<br/>samples = 1<br/>value = [0, 1]<br/>class = B>, fillcolor="#399de5ff"] ;
87 -> 89 ;
90 [label=<F1 &le; 2.5<br/>gini = 0.48<br/>samples = 35<br/>value = [14, 21]<br/>class = B>, fillcolor="#399de555"] ;
84 -> 90 ;
91 [label=<F4 &le; 3.5<br/>gini = 0.401<br/>samples = 18<br/>value = [5, 13]<br/>class = B>, fillcolor="#399de59d"] ;
90 -> 91 ;
92 [label=<F1 &le; 1.5<br/>gini = 0.32<br/>samples = 15<br/>value = [3, 12]<br/>class = B>, fillcolor="#399de5bf"] ;
91 -> 92 ;
93 [label=<F5 &le; 1.5<br/>gini = 0.42<br/>samples = 10<br/>value = [3, 7]<br/>class = B>, fillcolor="#399de592"] ;
92 -> 93 ;
94 [label=<F2 &le; 3.5<br/>gini = 0.444<br/>samples = 3<br/>value = [2, 1]<br/>class = A>, fillcolor="#e581397f"] ;
93 -> 94 ;
95 [label=<F4 &le; 2.0<br/>gini = 0.5<br/>samples = 2<br/>value = [1, 1]<br/>class = A>, fillcolor="#e5813900"] ;
94 -> 95 ;
96 [label=<gini = 0.0<br/>samples = 1<br/>value = [0, 1]<br/>class = B>, fillcolor="#399de5ff"] ;
95 -> 96 ;
97 [label=<gini = 0.0<br/>samples = 1<br/>value = [1, 0]<br/>class = A>, fillcolor="#e58139ff"] ;
95 -> 97 ;
98 [label=<gini = 0.0<br/>samples = 1<br/>value = [1, 0]<br/>class = A>, fillcolor="#e58139ff"] ;
94 -> 98 ;
99 [label=<F4 &le; 0.5<br/>gini = 0.245<br/>samples = 7<br/>value = [1, 6]<br/>class = B>, fillcolor="#399de5d4"] ;
93 -> 99 ;
100 [label=<gini = 0.0<br/>samples = 1<br/>value = [1, 0]<br/>class = A>, fillcolor="#e58139ff"] ;
99 -> 100 ;
101 [label=<gini = 0.0<br/>samples = 6<br/>value = [0, 6]<br/>class = B>, fillcolor="#399de5ff"] ;
99 -> 101 ;
102 [label=<gini = 0.0<br/>samples = 5<br/>value = [0, 5]<br/>class = B>, fillcolor="#399de5ff"] ;
92 -> 102 ;
103 [label=<F0 &le; 3.5<br/>gini = 0.444<br/>samples = 3<br/>value = [2, 1]<br/>class = A>, fillcolor="#e581397f"] ;
91 -> 103 ;
104 [label=<gini = 0.0<br/>samples = 2<br/>value = [2, 0]<br/>class = A>, fillcolor="#e58139ff"] ;
103 -> 104 ;
105 [label=<gini = 0.0<br/>samples = 1<br/>value = [0, 1]<br/>class = B>, fillcolor="#399de5ff"] ;
103 -> 105 ;
106 [label=<F5 &le; 3.5<br/>gini = 0.498<br/>samples = 17<br/>value = [9, 8]<br/>class = A>, fillcolor="#e581391c"] ;
90 -> 106 ;
107 [label=<F3 &le; 1.5<br/>gini = 0.48<br/>samples = 15<br/>value = [9, 6]<br/>class = A>, fillcolor="#e5813955"] ;
106 -> 107 ;
108 [label=<gini = 0.0<br/>samples = 2<br/>value = [2, 0]<br/>class = A>, fillcolor="#e58139ff"] ;
107 -> 108 ;
109 [label=<F3 &le; 2.5<br/>gini = 0.497<br/>samples = 13<br/>value = [7, 6]<br/>class = A>, fillcolor="#e5813924"] ;
107 -> 109 ;
110 [label=<F5 &le; 0.5<br/>gini = 0.444<br/>samples = 6<br/>value = [2, 4]<br/>class = B>, fillcolor="#399de57f"] ;
109 -> 110 ;
111 [label=<F4 &le; 1.0<br/>gini = 0.444<br/>samples = 3<br/>value = [2, 1]<br/>class = A>, fillcolor="#e581397f"] ;
110 -> 111 ;
112 [label=<gini = 0.0<br/>samples = 1<br/>value = [0, 1]<br/>class = B>, fillcolor="#399de5ff"] ;
111 -> 112 ;
113 [label=<gini = 0.0<br/>samples = 2<br/>value = [2, 0]<br/>class = A>, fillcolor="#e58139ff"] ;
111 -> 113 ;
114 [label=<gini = 0.0<br/>samples = 3<br/>value = [0, 3]<br/>class = B>, fillcolor="#399de5ff"] ;
110 -> 114 ;
115 [label=<F4 &le; 2.5<br/>gini = 0.408<br/>samples = 7<br/>value = [5, 2]<br/>class = A>, fillcolor="#e5813999"] ;
109 -> 115 ;
116 [label=<F3 &le; 3.5<br/>gini = 0.48<br/>samples = 5<br/>value = [3, 2]<br/>class = A>, fillcolor="#e5813955"] ;
115 -> 116 ;
117 [label=<gini = 0.0<br/>samples = 2<br/>value = [2, 0]<br/>class = A>, fillcolor="#e58139ff"] ;
116 -> 117 ;
118 [label=<F5 &le; 1.0<br/>gini = 0.444<br/>samples = 3<br/>value = [1, 2]<br/>class = B>, fillcolor="#399de57f"] ;
116 -> 118 ;
119 [label=<gini = 0.0<br/>samples = 1<br/>value = [0, 1]<br/>class = B>, fillcolor="#399de5ff"] ;
118 -> 119 ;
120 [label=<F0 &le; 3.5<br/>gini = 0.5<br/>samples = 2<br/>value = [1, 1]<br/>class = A>, fillcolor="#e5813900"] ;
118 -> 120 ;
121 [label=<gini = 0.0<br/>samples = 1<br/>value = [0, 1]<br/>class = B>, fillcolor="#399de5ff"] ;
120 -> 121 ;
122 [label=<gini = 0.0<br/>samples = 1<br/>value = [1, 0]<br/>class = A>, fillcolor="#e58139ff"] ;
120 -> 122 ;
123 [label=<gini = 0.0<br/>samples = 2<br/>value = [2, 0]<br/>class = A>, fillcolor="#e58139ff"] ;
115 -> 123 ;
124 [label=<gini = 0.0<br/>samples = 2<br/>value = [0, 2]<br/>class = B>, fillcolor="#399de5ff"] ;
106 -> 124 ;
}