Data-Analysis-Jupyter/random_forest_explained/images/tree.dot

digraph Tree {
node [shape=box, style="rounded", color="black", fontname=helvetica] ;
edge [fontname=helvetica] ;
0 [label="temp_1 <= 59.5\nmse = 145.7\nsamples = 162\nvalue = 62.7"] ;
1 [label="average <= 46.8\nmse = 42.6\nsamples = 63\nvalue = 51.2"] ;
0 -> 1 [labeldistance=2.5, labelangle=45, headlabel="True"] ;
2 [label="temp_1 <= 44.5\nmse = 17.0\nsamples = 17\nvalue = 42.9"] ;
1 -> 2 ;
3 [label="week_Mon <= 0.5\nmse = 4.4\nsamples = 8\nvalue = 41.0"] ;
2 -> 3 ;
4 [label="friend <= 35.5\nmse = 2.7\nsamples = 7\nvalue = 40.6"] ;
3 -> 4 ;
5 [label="mse = 0.0\nsamples = 1\nvalue = 44.0"] ;
4 -> 5 ;
6 [label="temp_2 <= 44.5\nmse = 0.7\nsamples = 6\nvalue = 40.0"] ;
4 -> 6 ;
7 [label="average <= 45.5\nmse = 0.5\nsamples = 4\nvalue = 39.6"] ;
6 -> 7 ;
8 [label="mse = 0.0\nsamples = 2\nvalue = 39.0"] ;
7 -> 8 ;
9 [label="day <= 10.5\nmse = 0.2\nsamples = 2\nvalue = 40.2"] ;
7 -> 9 ;
10 [label="mse = 0.0\nsamples = 1\nvalue = 41.0"] ;
9 -> 10 ;
11 [label="mse = 0.0\nsamples = 1\nvalue = 40.0"] ;
9 -> 11 ;
12 [label="mse = 0.0\nsamples = 2\nvalue = 41.0"] ;
6 -> 12 ;
13 [label="mse = 0.0\nsamples = 1\nvalue = 46.0"] ;
3 -> 13 ;
14 [label="average <= 45.2\nmse = 22.2\nsamples = 9\nvalue = 45.0"] ;
2 -> 14 ;
15 [label="mse = 0.0\nsamples = 1\nvalue = 40.0"] ;
14 -> 15 ;
16 [label="average <= 45.5\nmse = 20.8\nsamples = 8\nvalue = 45.9"] ;
14 -> 16 ;
17 [label="mse = 0.0\nsamples = 1\nvalue = 57.0"] ;
16 -> 17 ;
18 [label="average <= 45.5\nmse = 9.4\nsamples = 7\nvalue = 44.8"] ;
16 -> 18 ;
19 [label="mse = 0.0\nsamples = 1\nvalue = 40.0"] ;
18 -> 19 ;
20 [label="average <= 46.1\nmse = 4.5\nsamples = 6\nvalue = 46.0"] ;
18 -> 20 ;
21 [label="day <= 1.5\nmse = 0.2\nsamples = 2\nvalue = 44.3"] ;
20 -> 21 ;
22 [label="mse = 0.0\nsamples = 1\nvalue = 45.0"] ;
21 -> 22 ;
23 [label="mse = 0.0\nsamples = 1\nvalue = 44.0"] ;
21 -> 23 ;
24 [label="temp_1 <= 48.5\nmse = 4.4\nsamples = 4\nvalue = 47.0"] ;
20 -> 24 ;
25 [label="average <= 46.6\nmse = 0.2\nsamples = 2\nvalue = 49.5"] ;
24 -> 25 ;
26 [label="mse = 0.0\nsamples = 1\nvalue = 50.0"] ;
25 -> 26 ;
27 [label="mse = 0.0\nsamples = 1\nvalue = 49.0"] ;
25 -> 27 ;
28 [label="week_Sun <= 0.5\nmse = 0.2\nsamples = 2\nvalue = 45.3"] ;
24 -> 28 ;
29 [label="mse = 0.0\nsamples = 1\nvalue = 45.0"] ;
28 -> 29 ;
30 [label="mse = 0.0\nsamples = 1\nvalue = 46.0"] ;
28 -> 30 ;
31 [label="temp_1 <= 55.5\nmse = 19.5\nsamples = 46\nvalue = 54.1"] ;
1 -> 31 ;
32 [label="day <= 4.0\nmse = 7.7\nsamples = 29\nvalue = 51.9"] ;
31 -> 32 ;
33 [label="week_Sat <= 0.5\nmse = 1.7\nsamples = 3\nvalue = 46.8"] ;
32 -> 33 ;
34 [label="mse = 0.0\nsamples = 2\nvalue = 46.0"] ;
33 -> 34 ;
35 [label="mse = 0.0\nsamples = 1\nvalue = 49.0"] ;
33 -> 35 ;
36 [label="friend <= 43.5\nmse = 5.8\nsamples = 26\nvalue = 52.3"] ;
32 -> 36 ;
37 [label="friend <= 41.5\nmse = 7.4\nsamples = 7\nvalue = 53.5"] ;
36 -> 37 ;
38 [label="average <= 50.5\nmse = 3.4\nsamples = 5\nvalue = 52.7"] ;
37 -> 38 ;
39 [label="day <= 21.5\nmse = 1.4\nsamples = 4\nvalue = 53.6"] ;
38 -> 39 ;
40 [label="friend <= 30.5\nmse = 0.2\nsamples = 3\nvalue = 54.3"] ;
39 -> 40 ;
41 [label="mse = 0.0\nsamples = 1\nvalue = 54.0"] ;
40 -> 41 ;
42 [label="mse = 0.0\nsamples = 2\nvalue = 55.0"] ;
40 -> 42 ;
43 [label="mse = 0.0\nsamples = 1\nvalue = 52.0"] ;
39 -> 43 ;
44 [label="mse = 0.0\nsamples = 1\nvalue = 50.0"] ;
38 -> 44 ;
45 [label="average <= 51.0\nmse = 2.2\nsamples = 2\nvalue = 58.5"] ;
37 -> 45 ;
46 [label="mse = 0.0\nsamples = 1\nvalue = 60.0"] ;
45 -> 46 ;
47 [label="mse = 0.0\nsamples = 1\nvalue = 57.0"] ;
45 -> 47 ;
48 [label="average <= 47.3\nmse = 4.3\nsamples = 19\nvalue = 51.8"] ;
36 -> 48 ;
49 [label="mse = 0.0\nsamples = 1\nvalue = 48.0"] ;
48 -> 49 ;
50 [label="friend <= 53.5\nmse = 3.6\nsamples = 18\nvalue = 52.1"] ;
48 -> 50 ;
51 [label="temp_2 <= 49.5\nmse = 3.1\nsamples = 5\nvalue = 50.7"] ;
50 -> 51 ;
52 [label="mse = 0.0\nsamples = 1\nvalue = 53.0"] ;
51 -> 52 ;
53 [label="week_Sun <= 0.5\nmse = 1.7\nsamples = 4\nvalue = 49.9"] ;
51 -> 53 ;
54 [label="day <= 16.5\nmse = 0.2\nsamples = 3\nvalue = 48.5"] ;
53 -> 54 ;
55 [label="mse = 0.0\nsamples = 1\nvalue = 49.0"] ;
54 -> 55 ;
56 [label="mse = 0.0\nsamples = 2\nvalue = 48.0"] ;
54 -> 56 ;
57 [label="mse = 0.0\nsamples = 1\nvalue = 51.0"] ;
53 -> 57 ;
58 [label="temp_1 <= 49.5\nmse = 1.8\nsamples = 13\nvalue = 53.0"] ;
50 -> 58 ;
59 [label="friend <= 62.0\nmse = 0.2\nsamples = 3\nvalue = 51.5"] ;
58 -> 59 ;
60 [label="mse = 0.0\nsamples = 1\nvalue = 52.0"] ;
59 -> 60 ;
61 [label="mse = 0.0\nsamples = 2\nvalue = 51.0"] ;
59 -> 61 ;
62 [label="month <= 2.5\nmse = 1.4\nsamples = 10\nvalue = 53.4"] ;
58 -> 62 ;
63 [label="month <= 1.5\nmse = 1.9\nsamples = 4\nvalue = 52.7"] ;
62 -> 63 ;
64 [label="temp_1 <= 51.5\nmse = 0.8\nsamples = 3\nvalue = 53.5"] ;
63 -> 64 ;
65 [label="mse = 0.0\nsamples = 2\nvalue = 54.0"] ;
64 -> 65 ;
66 [label="mse = 0.0\nsamples = 1\nvalue = 52.0"] ;
64 -> 66 ;
67 [label="mse = 0.0\nsamples = 1\nvalue = 51.0"] ;
63 -> 67 ;
68 [label="week_Sat <= 0.5\nmse = 0.5\nsamples = 6\nvalue = 53.9"] ;
62 -> 68 ;
69 [label="day <= 11.0\nmse = 0.1\nsamples = 5\nvalue = 54.1"] ;
68 -> 69 ;
70 [label="mse = 0.0\nsamples = 1\nvalue = 55.0"] ;
69 -> 70 ;
71 [label="mse = 0.0\nsamples = 4\nvalue = 54.0"] ;
69 -> 71 ;
72 [label="mse = 0.0\nsamples = 1\nvalue = 52.0"] ;
68 -> 72 ;
73 [label="week_Wed <= 0.5\nmse = 15.6\nsamples = 17\nvalue = 58.2"] ;
31 -> 73 ;
74 [label="average <= 51.8\nmse = 13.5\nsamples = 14\nvalue = 59.7"] ;
73 -> 74 ;
75 [label="mse = 0.0\nsamples = 4\nvalue = 55.0"] ;
74 -> 75 ;
76 [label="day <= 5.5\nmse = 7.7\nsamples = 10\nvalue = 61.4"] ;
74 -> 76 ;
77 [label="average <= 53.0\nmse = 0.2\nsamples = 2\nvalue = 64.7"] ;
76 -> 77 ;
78 [label="mse = 0.0\nsamples = 1\nvalue = 64.0"] ;
77 -> 78 ;
79 [label="mse = 0.0\nsamples = 1\nvalue = 65.0"] ;
77 -> 79 ;
80 [label="day <= 17.0\nmse = 5.9\nsamples = 8\nvalue = 60.5"] ;
76 -> 80 ;
81 [label="temp_1 <= 56.5\nmse = 3.1\nsamples = 5\nvalue = 59.0"] ;
80 -> 81 ;
82 [label="mse = 0.0\nsamples = 1\nvalue = 55.0"] ;
81 -> 82 ;
83 [label="week_Thurs <= 0.5\nmse = 0.6\nsamples = 4\nvalue = 59.7"] ;
81 -> 83 ;
84 [label="week_Sun <= 0.5\nmse = 0.2\nsamples = 3\nvalue = 60.3"] ;
83 -> 84 ;
85 [label="mse = 0.0\nsamples = 2\nvalue = 60.0"] ;
84 -> 85 ;
86 [label="mse = 0.0\nsamples = 1\nvalue = 61.0"] ;
84 -> 86 ;
87 [label="mse = 0.0\nsamples = 1\nvalue = 59.0"] ;
83 -> 87 ;
88 [label="month <= 6.5\nmse = 0.5\nsamples = 3\nvalue = 63.0"] ;
80 -> 88 ;
89 [label="temp_1 <= 57.0\nmse = 0.2\nsamples = 2\nvalue = 63.3"] ;
88 -> 89 ;
90 [label="mse = 0.0\nsamples = 1\nvalue = 64.0"] ;
89 -> 90 ;
91 [label="mse = 0.0\nsamples = 1\nvalue = 63.0"] ;
89 -> 91 ;
92 [label="mse = 0.0\nsamples = 1\nvalue = 62.0"] ;
88 -> 92 ;
93 [label="day <= 12.5\nmse = 3.4\nsamples = 3\nvalue = 54.8"] ;
73 -> 93 ;
94 [label="temp_2 <= 56.5\nmse = 0.8\nsamples = 2\nvalue = 56.5"] ;
93 -> 94 ;
95 [label="mse = 0.0\nsamples = 1\nvalue = 55.0"] ;
94 -> 95 ;
96 [label="mse = 0.0\nsamples = 1\nvalue = 57.0"] ;
94 -> 96 ;
97 [label="mse = 0.0\nsamples = 1\nvalue = 53.0"] ;
93 -> 97 ;
98 [label="temp_1 <= 67.5\nmse = 66.8\nsamples = 99\nvalue = 70.4"] ;
0 -> 98 [labeldistance=2.5, labelangle=-45, headlabel="False"] ;
99 [label="average <= 60.8\nmse = 23.5\nsamples = 42\nvalue = 63.9"] ;
98 -> 99 ;
100 [label="day <= 27.5\nmse = 13.7\nsamples = 19\nvalue = 60.7"] ;
99 -> 100 ;
101 [label="temp_2 <= 59.5\nmse = 8.2\nsamples = 17\nvalue = 59.8"] ;
100 -> 101 ;
102 [label="week_Sat <= 0.5\nmse = 7.7\nsamples = 7\nvalue = 62.4"] ;
101 -> 102 ;
103 [label="month <= 6.5\nmse = 3.7\nsamples = 6\nvalue = 61.6"] ;
102 -> 103 ;
104 [label="average <= 50.9\nmse = 0.2\nsamples = 3\nvalue = 59.7"] ;
103 -> 104 ;
105 [label="mse = 0.0\nsamples = 1\nvalue = 59.0"] ;
104 -> 105 ;
106 [label="mse = 0.0\nsamples = 2\nvalue = 60.0"] ;
104 -> 106 ;
107 [label="week_Fri <= 0.5\nmse = 1.5\nsamples = 3\nvalue = 63.0"] ;
103 -> 107 ;
108 [label="temp_1 <= 61.5\nmse = 0.2\nsamples = 2\nvalue = 62.3"] ;
107 -> 108 ;
109 [label="mse = 0.0\nsamples = 1\nvalue = 63.0"] ;
108 -> 109 ;
110 [label="mse = 0.0\nsamples = 1\nvalue = 62.0"] ;
108 -> 110 ;
111 [label="mse = 0.0\nsamples = 1\nvalue = 65.0"] ;
107 -> 111 ;
112 [label="mse = 0.0\nsamples = 1\nvalue = 68.0"] ;
102 -> 112 ;
113 [label="friend <= 47.0\nmse = 3.8\nsamples = 10\nvalue = 58.6"] ;
101 -> 113 ;
114 [label="average <= 59.2\nmse = 2.2\nsamples = 3\nvalue = 56.2"] ;
113 -> 114 ;
115 [label="mse = 0.0\nsamples = 2\nvalue = 58.0"] ;
114 -> 115 ;
116 [label="mse = 0.0\nsamples = 1\nvalue = 55.0"] ;
114 -> 116 ;
117 [label="day <= 12.5\nmse = 1.1\nsamples = 7\nvalue = 59.6"] ;
113 -> 117 ;
118 [label="temp_1 <= 61.5\nmse = 0.6\nsamples = 3\nvalue = 58.6"] ;
117 -> 118 ;
119 [label="mse = 0.0\nsamples = 1\nvalue = 57.0"] ;
118 -> 119 ;
120 [label="mse = 0.0\nsamples = 2\nvalue = 59.0"] ;
118 -> 120 ;
121 [label="average <= 59.5\nmse = 0.2\nsamples = 4\nvalue = 60.3"] ;
117 -> 121 ;
122 [label="mse = 0.0\nsamples = 2\nvalue = 61.0"] ;
121 -> 122 ;
123 [label="mse = 0.0\nsamples = 2\nvalue = 60.0"] ;
121 -> 123 ;
124 [label="mse = 0.0\nsamples = 2\nvalue = 68.0"] ;
100 -> 124 ;
125 [label="temp_2 <= 78.0\nmse = 17.3\nsamples = 23\nvalue = 66.3"] ;
99 -> 125 ;
126 [label="friend <= 54.5\nmse = 13.4\nsamples = 22\nvalue = 66.8"] ;
125 -> 126 ;
127 [label="month <= 7.5\nmse = 3.6\nsamples = 2\nvalue = 60.3"] ;
126 -> 127 ;
128 [label="mse = 0.0\nsamples = 1\nvalue = 59.0"] ;
127 -> 128 ;
129 [label="mse = 0.0\nsamples = 1\nvalue = 63.0"] ;
127 -> 129 ;
130 [label="temp_2 <= 64.5\nmse = 10.2\nsamples = 20\nvalue = 67.4"] ;
126 -> 130 ;
131 [label="friend <= 71.0\nmse = 9.0\nsamples = 8\nvalue = 68.9"] ;
130 -> 131 ;
132 [label="temp_1 <= 65.5\nmse = 2.0\nsamples = 3\nvalue = 71.6"] ;
131 -> 132 ;
133 [label="mse = 0.0\nsamples = 2\nvalue = 71.0"] ;
132 -> 133 ;
134 [label="mse = 0.0\nsamples = 1\nvalue = 75.0"] ;
132 -> 134 ;
135 [label="friend <= 77.0\nmse = 4.4\nsamples = 5\nvalue = 66.8"] ;
131 -> 135 ;
136 [label="day <= 24.0\nmse = 1.0\nsamples = 3\nvalue = 65.2"] ;
135 -> 136 ;
137 [label="mse = 0.0\nsamples = 1\nvalue = 66.0"] ;
136 -> 137 ;
138 [label="mse = 0.0\nsamples = 2\nvalue = 64.0"] ;
136 -> 138 ;
139 [label="week_Thurs <= 0.5\nmse = 1.7\nsamples = 2\nvalue = 68.8"] ;
135 -> 139 ;
140 [label="mse = 0.0\nsamples = 1\nvalue = 68.0"] ;
139 -> 140 ;
141 [label="mse = 0.0\nsamples = 1\nvalue = 71.0"] ;
139 -> 141 ;
142 [label="average <= 71.2\nmse = 7.4\nsamples = 12\nvalue = 66.0"] ;
130 -> 142 ;
143 [label="average <= 69.2\nmse = 5.1\nsamples = 10\nvalue = 64.9"] ;
142 -> 143 ;
144 [label="average <= 67.3\nmse = 3.4\nsamples = 9\nvalue = 65.3"] ;
143 -> 144 ;
145 [label="temp_2 <= 72.5\nmse = 3.0\nsamples = 6\nvalue = 64.6"] ;
144 -> 145 ;
146 [label="temp_1 <= 64.5\nmse = 1.6\nsamples = 5\nvalue = 64.1"] ;
145 -> 146 ;
147 [label="average <= 63.5\nmse = 0.2\nsamples = 3\nvalue = 63.2"] ;
146 -> 147 ;
148 [label="mse = 0.0\nsamples = 1\nvalue = 64.0"] ;
147 -> 148 ;
149 [label="mse = 0.0\nsamples = 2\nvalue = 63.0"] ;
147 -> 149 ;
150 [label="average <= 66.4\nmse = 0.9\nsamples = 2\nvalue = 65.3"] ;
146 -> 150 ;
151 [label="mse = 0.0\nsamples = 1\nvalue = 66.0"] ;
150 -> 151 ;
152 [label="mse = 0.0\nsamples = 1\nvalue = 64.0"] ;
150 -> 152 ;
153 [label="mse = 0.0\nsamples = 1\nvalue = 68.0"] ;
145 -> 153 ;
154 [label="day <= 16.0\nmse = 1.2\nsamples = 3\nvalue = 66.8"] ;
144 -> 154 ;
155 [label="mse = 0.0\nsamples = 1\nvalue = 65.0"] ;
154 -> 155 ;
156 [label="week_Sat <= 0.5\nmse = 0.2\nsamples = 2\nvalue = 67.3"] ;
154 -> 156 ;
157 [label="mse = 0.0\nsamples = 1\nvalue = 68.0"] ;
156 -> 157 ;
158 [label="mse = 0.0\nsamples = 1\nvalue = 67.0"] ;
156 -> 158 ;
159 [label="mse = 0.0\nsamples = 1\nvalue = 60.0"] ;
143 -> 159 ;
160 [label="average <= 73.2\nmse = 2.6\nsamples = 2\nvalue = 68.8"] ;
142 -> 160 ;
161 [label="mse = 0.0\nsamples = 1\nvalue = 72.0"] ;
160 -> 161 ;
162 [label="mse = 0.0\nsamples = 1\nvalue = 68.0"] ;
160 -> 162 ;
163 [label="mse = 0.0\nsamples = 1\nvalue = 57.0"] ;
125 -> 163 ;
164 [label="average <= 75.6\nmse = 44.2\nsamples = 57\nvalue = 75.3"] ;
98 -> 164 ;
165 [label="temp_1 <= 88.0\nmse = 34.3\nsamples = 42\nvalue = 73.0"] ;
164 -> 165 ;
166 [label="week_Sat <= 0.5\nmse = 28.9\nsamples = 40\nvalue = 72.4"] ;
165 -> 166 ;
167 [label="week_Mon <= 0.5\nmse = 27.0\nsamples = 34\nvalue = 73.5"] ;
166 -> 167 ;
168 [label="month <= 7.5\nmse = 22.7\nsamples = 30\nvalue = 74.3"] ;
167 -> 168 ;
169 [label="temp_1 <= 81.5\nmse = 22.1\nsamples = 22\nvalue = 75.1"] ;
168 -> 169 ;
170 [label="week_Thurs <= 0.5\nmse = 18.6\nsamples = 20\nvalue = 75.5"] ;
169 -> 170 ;
171 [label="day <= 10.5\nmse = 18.2\nsamples = 17\nvalue = 76.1"] ;
170 -> 171 ;
172 [label="temp_2 <= 81.5\nmse = 24.1\nsamples = 8\nvalue = 74.2"] ;
171 -> 172 ;
173 [label="average <= 61.7\nmse = 6.4\nsamples = 7\nvalue = 75.5"] ;
172 -> 173 ;
174 [label="mse = 0.0\nsamples = 1\nvalue = 71.0"] ;
173 -> 174 ;
175 [label="friend <= 56.5\nmse = 4.9\nsamples = 6\nvalue = 75.9"] ;
173 -> 175 ;
176 [label="mse = 0.0\nsamples = 1\nvalue = 80.0"] ;
175 -> 176 ;
177 [label="average <= 74.4\nmse = 0.9\nsamples = 5\nvalue = 74.9"] ;
175 -> 177 ;
178 [label="temp_1 <= 76.0\nmse = 0.2\nsamples = 3\nvalue = 75.8"] ;
177 -> 178 ;
179 [label="mse = 0.0\nsamples = 2\nvalue = 76.0"] ;
178 -> 179 ;
180 [label="mse = 0.0\nsamples = 1\nvalue = 75.0"] ;
178 -> 180 ;
181 [label="mse = 0.0\nsamples = 2\nvalue = 74.0"] ;
177 -> 181 ;
182 [label="mse = 0.0\nsamples = 1\nvalue = 60.0"] ;
172 -> 182 ;
183 [label="average <= 69.1\nmse = 8.2\nsamples = 9\nvalue = 77.6"] ;
171 -> 183 ;
184 [label="temp_2 <= 65.5\nmse = 2.4\nsamples = 5\nvalue = 79.9"] ;
183 -> 184 ;
185 [label="temp_2 <= 62.0\nmse = 0.8\nsamples = 2\nvalue = 78.5"] ;
184 -> 185 ;
186 [label="mse = 0.0\nsamples = 1\nvalue = 77.0"] ;
185 -> 186 ;
187 [label="mse = 0.0\nsamples = 1\nvalue = 79.0"] ;
185 -> 187 ;
188 [label="week_Fri <= 0.5\nmse = 0.2\nsamples = 3\nvalue = 81.2"] ;
184 -> 188 ;
189 [label="mse = 0.0\nsamples = 2\nvalue = 81.0"] ;
188 -> 189 ;
190 [label="mse = 0.0\nsamples = 1\nvalue = 82.0"] ;
188 -> 190 ;
191 [label="average <= 70.9\nmse = 2.3\nsamples = 4\nvalue = 75.0"] ;
183 -> 191 ;
192 [label="mse = 0.0\nsamples = 1\nvalue = 73.0"] ;
191 -> 192 ;
193 [label="week_Tues <= 0.5\nmse = 1.0\nsamples = 3\nvalue = 75.8"] ;
191 -> 193 ;
194 [label="mse = 0.0\nsamples = 2\nvalue = 75.0"] ;
193 -> 194 ;
195 [label="mse = 0.0\nsamples = 1\nvalue = 77.0"] ;
193 -> 195 ;
196 [label="day <= 26.5\nmse = 4.7\nsamples = 3\nvalue = 71.8"] ;
170 -> 196 ;
197 [label="mse = 0.0\nsamples = 1\nvalue = 68.0"] ;
196 -> 197 ;
198 [label="mse = 0.0\nsamples = 2\nvalue = 73.0"] ;
196 -> 198 ;
199 [label="week_Sun <= 0.5\nmse = 30.2\nsamples = 2\nvalue = 68.5"] ;
169 -> 199 ;
200 [label="mse = 0.0\nsamples = 1\nvalue = 74.0"] ;
199 -> 200 ;
201 [label="mse = 0.0\nsamples = 1\nvalue = 63.0"] ;
199 -> 201 ;
202 [label="temp_1 <= 71.5\nmse = 14.6\nsamples = 8\nvalue = 71.5"] ;
168 -> 202 ;
203 [label="temp_1 <= 69.5\nmse = 0.2\nsamples = 2\nvalue = 67.8"] ;
202 -> 203 ;
204 [label="mse = 0.0\nsamples = 1\nvalue = 68.0"] ;
203 -> 204 ;
205 [label="mse = 0.0\nsamples = 1\nvalue = 67.0"] ;
203 -> 205 ;
206 [label="friend <= 70.5\nmse = 8.7\nsamples = 6\nvalue = 74.0"] ;
202 -> 206 ;
207 [label="temp_1 <= 77.0\nmse = 0.2\nsamples = 2\nvalue = 70.5"] ;
206 -> 207 ;
208 [label="mse = 0.0\nsamples = 1\nvalue = 70.0"] ;
207 -> 208 ;
209 [label="mse = 0.0\nsamples = 1\nvalue = 71.0"] ;
207 -> 209 ;
210 [label="friend <= 77.5\nmse = 3.7\nsamples = 4\nvalue = 75.8"] ;
206 -> 210 ;
211 [label="mse = 0.0\nsamples = 1\nvalue = 79.0"] ;
210 -> 211 ;
212 [label="temp_2 <= 68.5\nmse = 0.2\nsamples = 3\nvalue = 74.7"] ;
210 -> 212 ;
213 [label="mse = 0.0\nsamples = 1\nvalue = 74.0"] ;
212 -> 213 ;
214 [label="mse = 0.0\nsamples = 2\nvalue = 75.0"] ;
212 -> 214 ;
215 [label="temp_2 <= 64.0\nmse = 20.2\nsamples = 4\nvalue = 67.2"] ;
167 -> 215 ;
216 [label="mse = 0.0\nsamples = 1\nvalue = 60.0"] ;
215 -> 216 ;
217 [label="average <= 74.6\nmse = 9.0\nsamples = 3\nvalue = 69.0"] ;
215 -> 217 ;
218 [label="day <= 8.5\nmse = 0.9\nsamples = 2\nvalue = 67.3"] ;
217 -> 218 ;
219 [label="mse = 0.0\nsamples = 1\nvalue = 68.0"] ;
218 -> 219 ;
220 [label="mse = 0.0\nsamples = 1\nvalue = 66.0"] ;
218 -> 220 ;
221 [label="mse = 0.0\nsamples = 1\nvalue = 74.0"] ;
217 -> 221 ;
222 [label="temp_2 <= 70.5\nmse = 7.9\nsamples = 6\nvalue = 67.5"] ;
166 -> 222 ;
223 [label="mse = 0.0\nsamples = 2\nvalue = 71.0"] ;
222 -> 223 ;
224 [label="friend <= 66.5\nmse = 1.7\nsamples = 4\nvalue = 65.6"] ;
222 -> 224 ;
225 [label="day <= 8.0\nmse = 0.9\nsamples = 2\nvalue = 64.3"] ;
224 -> 225 ;
226 [label="mse = 0.0\nsamples = 1\nvalue = 63.0"] ;
225 -> 226 ;
227 [label="mse = 0.0\nsamples = 1\nvalue = 65.0"] ;
225 -> 227 ;
228 [label="temp_1 <= 73.0\nmse = 0.2\nsamples = 2\nvalue = 66.5"] ;
224 -> 228 ;
229 [label="mse = 0.0\nsamples = 1\nvalue = 67.0"] ;
228 -> 229 ;
230 [label="mse = 0.0\nsamples = 1\nvalue = 66.0"] ;
228 -> 230 ;
231 [label="temp_2 <= 79.0\nmse = 5.6\nsamples = 2\nvalue = 84.3"] ;
165 -> 231 ;
232 [label="mse = 0.0\nsamples = 1\nvalue = 81.0"] ;
231 -> 232 ;
233 [label="mse = 0.0\nsamples = 1\nvalue = 86.0"] ;
231 -> 233 ;
234 [label="average <= 76.9\nmse = 27.1\nsamples = 15\nvalue = 80.6"] ;
164 -> 234 ;
235 [label="average <= 76.8\nmse = 22.5\nsamples = 6\nvalue = 83.7"] ;
234 -> 235 ;
236 [label="week_Mon <= 0.5\nmse = 8.8\nsamples = 4\nvalue = 79.6"] ;
235 -> 236 ;
237 [label="friend <= 77.0\nmse = 1.9\nsamples = 3\nvalue = 80.7"] ;
236 -> 237 ;
238 [label="mse = 0.0\nsamples = 1\nvalue = 82.0"] ;
237 -> 238 ;
239 [label="day <= 20.0\nmse = 0.2\nsamples = 2\nvalue = 79.3"] ;
237 -> 239 ;
240 [label="mse = 0.0\nsamples = 1\nvalue = 80.0"] ;
239 -> 240 ;
241 [label="mse = 0.0\nsamples = 1\nvalue = 79.0"] ;
239 -> 241 ;
242 [label="mse = 0.0\nsamples = 1\nvalue = 73.0"] ;
236 -> 242 ;
243 [label="temp_1 <= 83.5\nmse = 1.8\nsamples = 2\nvalue = 87.9"] ;
235 -> 243 ;
244 [label="mse = 0.0\nsamples = 1\nvalue = 87.0"] ;
243 -> 244 ;
245 [label="mse = 0.0\nsamples = 1\nvalue = 90.0"] ;
243 -> 245 ;
246 [label="temp_1 <= 77.5\nmse = 9.8\nsamples = 9\nvalue = 77.2"] ;
234 -> 246 ;
247 [label="temp_2 <= 71.5\nmse = 6.3\nsamples = 6\nvalue = 75.0"] ;
246 -> 247 ;
248 [label="mse = 0.0\nsamples = 1\nvalue = 80.0"] ;
247 -> 248 ;
249 [label="average <= 77.1\nmse = 2.5\nsamples = 5\nvalue = 74.2"] ;
247 -> 249 ;
250 [label="temp_1 <= 71.5\nmse = 0.2\nsamples = 2\nvalue = 75.7"] ;
249 -> 250 ;
251 [label="mse = 0.0\nsamples = 1\nvalue = 75.0"] ;
250 -> 251 ;
252 [label="mse = 0.0\nsamples = 1\nvalue = 76.0"] ;
250 -> 252 ;
253 [label="week_Tues <= 0.5\nmse = 0.2\nsamples = 3\nvalue = 72.7"] ;
249 -> 253 ;
254 [label="mse = 0.0\nsamples = 2\nvalue = 73.0"] ;
253 -> 254 ;
255 [label="mse = 0.0\nsamples = 1\nvalue = 72.0"] ;
253 -> 255 ;
256 [label="temp_1 <= 79.5\nmse = 2.2\nsamples = 3\nvalue = 79.7"] ;
246 -> 256 ;
257 [label="mse = 0.0\nsamples = 1\nvalue = 83.0"] ;
256 -> 257 ;
258 [label="mse = 0.0\nsamples = 2\nvalue = 79.0"] ;
256 -> 258 ;
}