tree.dot

digraph Tree {
node [shape=box] ;
0 [label="rich <= 0.5\ngini = 0.5\nsamples = 2000\nvalue = [1000, 1000]"] ;
1 [label="government <= 0.5\ngini = 0.5\nsamples = 1922\nvalue = [985, 937]"] ;
0 -> 1 [labeldistance=2.5, labelangle=45, headlabel="True"] ;
2 [label="liber <= 0.5\ngini = 0.5\nsamples = 1667\nvalue = [818, 849]"] ;
1 -> 2 ;
3 [label="incom <= 0.5\ngini = 0.499\nsamples = 1586\nvalue = [758, 828]"] ;
2 -> 3 ;
4 [label="flat <= 0.5\ngini = 0.5\nsamples = 1522\nvalue = [742, 780]"] ;
3 -> 4 ;
5 [label="cut <= 0.5\ngini = 0.499\nsamples = 1495\nvalue = [719, 776]"] ;
4 -> 5 ;
6 [label="apt <= 0.5\ngini = 0.5\nsamples = 1408\nvalue = [694, 714]"] ;
5 -> 6 ;
7 [label="earn <= 0.5\ngini = 0.5\nsamples = 1396\nvalue = [694, 702]"] ;
6 -> 7 ;
8 [label="class <= 0.5\ngini = 0.5\nsamples = 1374\nvalue = [691, 683]"] ;
7 -> 8 ;
9 [label="worker <= 0.5\ngini = 0.5\nsamples = 1312\nvalue = [673, 639]"] ;
8 -> 9 ;
10 [label="higher <= 0.5\ngini = 0.499\nsamples = 1264\nvalue = [660, 604]"] ;
9 -> 10 ;
11 [label="kill <= 0.5\ngini = 0.499\nsamples = 1244\nvalue = [642, 602]"] ;
10 -> 11 ;
12 [label="water <= 0.5\ngini = 0.5\nsamples = 1193\nvalue = [604, 589]"] ;
11 -> 12 ;
13 [label="power <= 0.5\ngini = 0.5\nsamples = 1184\nvalue = [604, 580]"] ;
12 -> 13 ;
14 [label="free <= 1.5\ngini = 0.499\nsamples = 1139\nvalue = [591, 548]"] ;
13 -> 14 ;
15 [label="mess <= 0.5\ngini = 0.5\nsamples = 1115\nvalue = [571, 544]"] ;
14 -> 15 ;
16 [label="ken <= 0.5\ngini = 0.5\nsamples = 1107\nvalue = [571, 536]"] ;
15 -> 16 ;
17 [label="real <= 0.5\ngini = 0.499\nsamples = 1090\nvalue = [568, 522]"] ;
16 -> 17 ;
18 [label="reward <= 0.5\ngini = 0.498\nsamples = 1050\nvalue = [556, 494]"] ;
17 -> 18 ;
19 [label="won <= 0.5\ngini = 0.499\nsamples = 1036\nvalue = [543, 493]"] ;
18 -> 19 ;
20 [label="determin <= 0.5\ngini = 0.498\nsamples = 1022\nvalue = [541, 481]"] ;
19 -> 20 ;
21 [label="fair <= 0.5\ngini = 0.499\nsamples = 1010\nvalue = [530, 480]"] ;
20 -> 21 ;
22 [label="issu <= 0.5\ngini = 0.498\nsamples = 988\nvalue = [525, 463]"] ;
21 -> 22 ;
23 [label="still <= 0.5\ngini = 0.499\nsamples = 975\nvalue = [513, 462]"] ;
22 -> 23 ;
24 [label="product <= 0.5\ngini = 0.498\nsamples = 957\nvalue = [509, 448]"] ;
23 -> 24 ;
25 [label="public <= 0.5\ngini = 0.496\nsamples = 892\nvalue = [485, 407]"] ;
24 -> 25 ;
26 [label="farm <= 0.5\ngini = 0.493\nsamples = 812\nvalue = [454, 358]"] ;
25 -> 26 ;
27 [label="score <= 0.5\ngini = 0.492\nsamples = 805\nvalue = [454, 351]"] ;
26 -> 27 ;
28 [label="arm <= 0.5\ngini = 0.491\nsamples = 799\nvalue = [454, 345]"] ;
27 -> 28 ;
29 [label="got <= 0.5\ngini = 0.494\nsamples = 751\nvalue = [418, 333]"] ;
28 -> 29 ;
30 [label="spend <= 0.5\ngini = 0.495\nsamples = 739\nvalue = [407, 332]"] ;
29 -> 30 ;
31 [label="collaps <= 0.5\ngini = 0.496\nsamples = 727\nvalue = [396, 331]"] ;
30 -> 31 ;
32 [label="span <= 0.5\ngini = 0.495\nsamples = 722\nvalue = [396, 326]"] ;
31 -> 32 ;
33 [label="current <= 0.5\ngini = 0.495\nsamples = 717\nvalue = [396, 321]"] ;
32 -> 33 ;
34 [label="access <= 0.5\ngini = 0.496\nsamples = 709\nvalue = [388, 321]"] ;
33 -> 34 ;
35 [label="led <= 1.5\ngini = 0.494\nsamples = 698\nvalue = [386, 312]"] ;
34 -> 35 ;
36 [label="one <= 1.5\ngini = 0.495\nsamples = 691\nvalue = [379, 312]"] ;
35 -> 36 ;
37 [label="kind <= 0.5\ngini = 0.497\nsamples = 671\nvalue = [363, 308]"] ;
36 -> 37 ;
38 [label="sex <= 0.5\ngini = 0.496\nsamples = 664\nvalue = [363, 301]"] ;
37 -> 38 ;
39 [label="round <= 0.5\ngini = 0.497\nsamples = 652\nvalue = [352, 300]"] ;
38 -> 39 ;
40 [label="tax <= 0.5\ngini = 0.496\nsamples = 638\nvalue = [349, 289]"] ;
39 -> 40 ;
41 [label="plu <= 0.5\ngini = 0.493\nsamples = 603\nvalue = [337, 266]"] ;
40 -> 41 ;
42 [label="greed <= 0.5\ngini = 0.491\nsamples = 594\nvalue = [336, 258]"] ;
41 -> 42 ;
43 [label="abil <= 0.5\ngini = 0.489\nsamples = 580\nvalue = [333, 247]"] ;
42 -> 43 ;
44 [label="focus <= 0.5\ngini = 0.486\nsamples = 566\nvalue = [330, 236]"] ;
43 -> 44 ;
45 [label="role <= 0.5\ngini = 0.484\nsamples = 561\nvalue = [330, 231]"] ;
44 -> 45 ;
46 [label="hum <= 0.5\ngini = 0.482\nsamples = 553\nvalue = [329, 224]"] ;
45 -> 46 ;
47 [label="compar <= 0.5\ngini = 0.478\nsamples = 536\nvalue = [324, 212]"] ;
46 -> 47 ;
48 [label="ban <= 1.5\ngini = 0.476\nsamples = 532\nvalue = [324, 208]"] ;
47 -> 48 ;
49 [label="philosoph <= 0.5\ngini = 0.474\nsamples = 528\nvalue = [324, 204]"] ;
48 -> 49 ;
50 [label="becam <= 0.5\ngini = 0.472\nsamples = 524\nvalue = [324, 200]"] ;
49 -> 50 ;
51 [label="school <= 0.5\ngini = 0.47\nsamples = 520\nvalue = [324, 196]"] ;
50 -> 51 ;
52 [label="news <= 0.5\ngini = 0.467\nsamples = 514\nvalue = [323, 191]"] ;
51 -> 52 ;
53 [label="threat <= 0.5\ngini = 0.465\nsamples = 511\nvalue = [323, 188]"] ;
52 -> 53 ;
54 [label="citi <= 0.5\ngini = 0.47\nsamples = 489\nvalue = [304, 185]"] ;
53 -> 54 ;
55 [label="narrow <= 0.5\ngini = 0.467\nsamples = 482\nvalue = [303, 179]"] ;
54 -> 55 ;
56 [label="be <= 1.5\ngini = 0.464\nsamples = 478\nvalue = [303, 175]"] ;
55 -> 56 ;
57 [label="purpos <= 0.5\ngini = 0.474\nsamples = 411\nvalue = [252, 159]"] ;
56 -> 57 ;
58 [label="die <= 0.5\ngini = 0.471\nsamples = 406\nvalue = [252, 154]"] ;
57 -> 58 ;
59 [label="differ <= 0.5\ngini = 0.467\nsamples = 399\nvalue = [251, 148]"] ;
58 -> 59 ;
60 [label="especi <= 0.5\ngini = 0.463\nsamples = 395\nvalue = [251, 144]"] ;
59 -> 60 ;
61 [label="faction <= 0.5\ngini = 0.461\nsamples = 392\nvalue = [251, 141]"] ;
60 -> 61 ;
62 [label="stem <= 0.5\ngini = 0.458\nsamples = 389\nvalue = [251, 138]"] ;
61 -> 62 ;
63 [label="confront <= 0.5\ngini = 0.448\nsamples = 358\nvalue = [237, 121]"] ;
62 -> 63 ;
64 [label="carbon <= 0.5\ngini = 0.444\nsamples = 355\nvalue = [237, 118]"] ;
63 -> 64 ;
65 [label="depriv <= 0.5\ngini = 0.44\nsamples = 352\nvalue = [237, 115]"] ;
64 -> 65 ;
66 [label="heal <= 1.5\ngini = 0.436\nsamples = 349\nvalue = [237, 112]"] ;
65 -> 66 ;
67 [label="scientif <= 0.5\ngini = 0.432\nsamples = 346\nvalue = [237, 109]"] ;
66 -> 67 ;
68 [label="buy <= 0.5\ngini = 0.427\nsamples = 343\nvalue = [237, 106]"] ;
67 -> 68 ;
69 [label="tree <= 0.5\ngini = 0.422\nsamples = 340\nvalue = [237, 103]"] ;
68 -> 69 ;
70 [label="conservat <= 0.5\ngini = 0.417\nsamples = 337\nvalue = [237, 100]"] ;
69 -> 70 ;
71 [label="anger <= 0.5\ngini = 0.408\nsamples = 326\nvalue = [233, 93]"] ;
70 -> 71 ;
72 [label="mother <= 0.5\ngini = 0.398\nsamples = 317\nvalue = [230, 87]"] ;
71 -> 72 ;
73 [label="good <= 0.5\ngini = 0.394\nsamples = 315\nvalue = [230, 85]"] ;
72 -> 73 ;
74 [label="student <= 0.5\ngini = 0.382\nsamples = 300\nvalue = [223, 77]"] ;
73 -> 74 ;
75 [label="flow <= 0.5\ngini = 0.377\nsamples = 298\nvalue = [223, 75]"] ;
74 -> 75 ;
76 [label="fall <= 0.5\ngini = 0.372\nsamples = 296\nvalue = [223, 73]"] ;
75 -> 76 ;
77 [label="encourag <= 1.5\ngini = 0.366\nsamples = 294\nvalue = [223, 71]"] ;
76 -> 77 ;
78 [label="avoid <= 0.5\ngini = 0.361\nsamples = 292\nvalue = [223, 69]"] ;
77 -> 78 ;
79 [label="broke <= 0.5\ngini = 0.355\nsamples = 290\nvalue = [223, 67]"] ;
78 -> 79 ;
80 [label="latin <= 0.5\ngini = 0.35\nsamples = 288\nvalue = [223, 65]"] ;
79 -> 80 ;
81 [label="link <= 0.5\ngini = 0.344\nsamples = 286\nvalue = [223, 63]"] ;
80 -> 81 ;
82 [label="popular <= 0.5\ngini = 0.337\nsamples = 284\nvalue = [223, 61]"] ;
81 -> 82 ;
83 [label="underst <= 0.5\ngini = 0.326\nsamples = 278\nvalue = [221, 57]"] ;
82 -> 83 ;
84 [label="compon <= 0.5\ngini = 0.314\nsamples = 272\nvalue = [219, 53]"] ;
83 -> 84 ;
85 [label="mob <= 0.5\ngini = 0.306\nsamples = 270\nvalue = [219, 51]"] ;
84 -> 85 ;
86 [label="war <= 0.5\ngini = 0.299\nsamples = 268\nvalue = [219, 49]"] ;
85 -> 86 ;
87 [label="poison <= 0.5\ngini = 0.286\nsamples = 260\nvalue = [215, 45]"] ;
86 -> 87 ;
88 [label="wage <= 0.5\ngini = 0.279\nsamples = 257\nvalue = [214, 43]"] ;
87 -> 88 ;
89 [label="enemi <= 0.5\ngini = 0.271\nsamples = 254\nvalue = [213, 41]"] ;
88 -> 89 ;
90 [label="rent <= 0.5\ngini = 0.262\nsamples = 251\nvalue = [212, 39]"] ;
89 -> 90 ;
91 [label="mode <= 0.5\ngini = 0.254\nsamples = 248\nvalue = [211, 37]"] ;
90 -> 91 ;
92 [label="er <= 1.5\ngini = 0.238\nsamples = 239\nvalue = [206, 33]"] ;
91 -> 92 ;
93 [label="come <= 0.5\ngini = 0.341\nsamples = 87\nvalue = [68, 19]"] ;
92 -> 93 ;
94 [label="justifi <= 0.5\ngini = 0.308\nsamples = 84\nvalue = [68, 16]"] ;
93 -> 94 ;
95 [label="work <= 0.5\ngini = 0.283\nsamples = 82\nvalue = [68, 14]"] ;
94 -> 95 ;
96 [label="fig <= 0.5\ngini = 0.255\nsamples = 80\nvalue = [68, 12]"] ;
95 -> 96 ;
97 [label="bet <= 0.5\ngini = 0.211\nsamples = 75\nvalue = [66, 9]"] ;
96 -> 97 ;
98 [label="respons <= 0.5\ngini = 0.176\nsamples = 72\nvalue = [65, 7]"] ;
97 -> 98 ;
99 [label="day <= 0.5\ngini = 0.134\nsamples = 69\nvalue = [64, 5]"] ;
98 -> 99 ;
100 [label="assault <= 0.5\ngini = 0.111\nsamples = 68\nvalue = [64, 4]"] ;
99 -> 100 ;
101 [label="show <= 0.5\ngini = 0.086\nsamples = 67\nvalue = [64, 3]"] ;
100 -> 101 ;
102 [label="rank <= 0.5\ngini = 0.059\nsamples = 66\nvalue = [64, 2]"] ;
101 -> 102 ;
103 [label="cooper <= 0.5\ngini = 0.03\nsamples = 65\nvalue = [64, 1]"] ;
102 -> 103 ;
104 [label="gini = 0.0\nsamples = 63\nvalue = [63, 0]"] ;
103 -> 104 ;
105 [label="gini = 0.5\nsamples = 2\nvalue = [1, 1]"] ;
103 -> 105 ;
106 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
102 -> 106 ;
107 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
101 -> 107 ;
108 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
100 -> 108 ;
109 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
99 -> 109 ;
110 [label="end <= 0.5\ngini = 0.444\nsamples = 3\nvalue = [1, 2]"] ;
98 -> 110 ;
111 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]"] ;
110 -> 111 ;
112 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]"] ;
110 -> 112 ;
113 [label="man <= 0.5\ngini = 0.444\nsamples = 3\nvalue = [1, 2]"] ;
97 -> 113 ;
114 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]"] ;
113 -> 114 ;
115 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]"] ;
113 -> 115 ;
116 [label="tri <= 0.5\ngini = 0.48\nsamples = 5\nvalue = [2, 3]"] ;
96 -> 116 ;
117 [label="gini = 0.0\nsamples = 3\nvalue = [0, 3]"] ;
116 -> 117 ;
118 [label="gini = 0.0\nsamples = 2\nvalue = [2, 0]"] ;
116 -> 118 ;
119 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]"] ;
95 -> 119 ;
120 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]"] ;
94 -> 120 ;
121 [label="gini = 0.0\nsamples = 3\nvalue = [0, 3]"] ;
93 -> 121 ;
122 [label="urg <= 0.5\ngini = 0.167\nsamples = 152\nvalue = [138, 14]"] ;
92 -> 122 ;
123 [label="wealth <= 0.5\ngini = 0.147\nsamples = 150\nvalue = [138, 12]"] ;
122 -> 123 ;
124 [label="life <= 0.5\ngini = 0.117\nsamples = 144\nvalue = [135, 9]"] ;
123 -> 124 ;
125 [label="pump <= 0.5\ngini = 0.094\nsamples = 141\nvalue = [134, 7]"] ;
124 -> 125 ;
126 [label="cover-up <= 0.5\ngini = 0.082\nsamples = 140\nvalue = [134, 6]"] ;
125 -> 126 ;
127 [label="max <= 0.5\ngini = 0.069\nsamples = 139\nvalue = [134, 5]"] ;
126 -> 127 ;
128 [label="wicked <= 0.5\ngini = 0.056\nsamples = 138\nvalue = [134, 4]"] ;
127 -> 128 ;
129 [label="bird-dog <= 0.5\ngini = 0.043\nsamples = 137\nvalue = [134, 3]"] ;
128 -> 129 ;
130 [label="high-qual <= 0.5\ngini = 0.029\nsamples = 136\nvalue = [134, 2]"] ;
129 -> 130 ;
131 [label="corp <= 0.5\ngini = 0.015\nsamples = 135\nvalue = [134, 1]"] ;
130 -> 131 ;
132 [label="gini = 0.0\nsamples = 133\nvalue = [133, 0]"] ;
131 -> 132 ;
133 [label="net <= 0.5\ngini = 0.5\nsamples = 2\nvalue = [1, 1]"] ;
131 -> 133 ;
134 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]"] ;
133 -> 134 ;
135 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
133 -> 135 ;
136 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
130 -> 136 ;
137 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
129 -> 137 ;
138 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
128 -> 138 ;
139 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
127 -> 139 ;
140 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
126 -> 140 ;
141 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
125 -> 141 ;
142 [label="pet <= 0.5\ngini = 0.444\nsamples = 3\nvalue = [1, 2]"] ;
124 -> 142 ;
143 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]"] ;
142 -> 143 ;
144 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]"] ;
142 -> 144 ;
145 [label="ab <= 0.5\ngini = 0.5\nsamples = 6\nvalue = [3, 3]"] ;
123 -> 145 ;
146 [label="art <= 0.5\ngini = 0.375\nsamples = 4\nvalue = [1, 3]"] ;
145 -> 146 ;
147 [label="gini = 0.0\nsamples = 3\nvalue = [0, 3]"] ;
146 -> 147 ;
148 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]"] ;
146 -> 148 ;
149 [label="gini = 0.0\nsamples = 2\nvalue = [2, 0]"] ;
145 -> 149 ;
150 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]"] ;
122 -> 150 ;
151 [label="ir <= 0.5\ngini = 0.494\nsamples = 9\nvalue = [5, 4]"] ;
91 -> 151 ;
152 [label="gini = 0.0\nsamples = 5\nvalue = [5, 0]"] ;
151 -> 152 ;
153 [label="gini = 0.0\nsamples = 4\nvalue = [0, 4]"] ;
151 -> 153 ;
154 [label="tradit <= 0.5\ngini = 0.444\nsamples = 3\nvalue = [1, 2]"] ;
90 -> 154 ;
155 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]"] ;
154 -> 155 ;
156 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]"] ;
154 -> 156 ;
157 [label="effect <= 0.5\ngini = 0.444\nsamples = 3\nvalue = [1, 2]"] ;
89 -> 157 ;
158 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]"] ;
157 -> 158 ;
159 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]"] ;
157 -> 159 ;
160 [label=".74 <= 0.5\ngini = 0.444\nsamples = 3\nvalue = [1, 2]"] ;
88 -> 160 ;
161 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]"] ;
160 -> 161 ;
162 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]"] ;
160 -> 162 ;
163 [label="be <= 0.5\ngini = 0.444\nsamples = 3\nvalue = [1, 2]"] ;
87 -> 163 ;
164 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]"] ;
163 -> 164 ;
165 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]"] ;
163 -> 165 ;
166 [label="ted <= 0.5\ngini = 0.5\nsamples = 8\nvalue = [4, 4]"] ;
86 -> 166 ;
167 [label="wit <= 0.5\ngini = 0.32\nsamples = 5\nvalue = [1, 4]"] ;
166 -> 167 ;
168 [label="gini = 0.0\nsamples = 4\nvalue = [0, 4]"] ;
167 -> 168 ;
169 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]"] ;
167 -> 169 ;
170 [label="gini = 0.0\nsamples = 3\nvalue = [3, 0]"] ;
166 -> 170 ;
171 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]"] ;
85 -> 171 ;
172 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]"] ;
84 -> 172 ;
173 [label="use <= 0.5\ngini = 0.444\nsamples = 6\nvalue = [2, 4]"] ;
83 -> 173 ;
174 [label="gini = 0.0\nsamples = 2\nvalue = [2, 0]"] ;
173 -> 174 ;
175 [label="gini = 0.0\nsamples = 4\nvalue = [0, 4]"] ;
173 -> 175 ;
176 [label="outrag <= 0.5\ngini = 0.444\nsamples = 6\nvalue = [2, 4]"] ;
82 -> 176 ;
177 [label="care <= 0.5\ngini = 0.32\nsamples = 5\nvalue = [1, 4]"] ;
176 -> 177 ;
178 [label="gini = 0.0\nsamples = 3\nvalue = [0, 3]"] ;
177 -> 178 ;
179 [label="gini = 0.5\nsamples = 2\nvalue = [1, 1]"] ;
177 -> 179 ;
180 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]"] ;
176 -> 180 ;
181 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]"] ;
81 -> 181 ;
182 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]"] ;
80 -> 182 ;
183 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]"] ;
79 -> 183 ;
184 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]"] ;
78 -> 184 ;
185 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]"] ;
77 -> 185 ;
186 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]"] ;
76 -> 186 ;
187 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]"] ;
75 -> 187 ;
188 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]"] ;
74 -> 188 ;
189 [label="her <= 0.5\ngini = 0.498\nsamples = 15\nvalue = [7, 8]"] ;
73 -> 189 ;
190 [label="ted <= 0.5\ngini = 0.397\nsamples = 11\nvalue = [3, 8]"] ;
189 -> 190 ;
191 [label="rear <= 0.5\ngini = 0.198\nsamples = 9\nvalue = [1, 8]"] ;
190 -> 191 ;
192 [label="gini = 0.0\nsamples = 8\nvalue = [0, 8]"] ;
191 -> 192 ;
193 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]"] ;
191 -> 193 ;
194 [label="gini = 0.0\nsamples = 2\nvalue = [2, 0]"] ;
190 -> 194 ;
195 [label="gini = 0.0\nsamples = 4\nvalue = [4, 0]"] ;
189 -> 195 ;
196 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]"] ;
72 -> 196 ;
197 [label="eric <= 0.5\ngini = 0.444\nsamples = 9\nvalue = [3, 6]"] ;
71 -> 197 ;
198 [label="gini = 0.0\nsamples = 6\nvalue = [0, 6]"] ;
197 -> 198 ;
199 [label="gini = 0.0\nsamples = 3\nvalue = [3, 0]"] ;
197 -> 199 ;
200 [label="er <= 2.5\ngini = 0.463\nsamples = 11\nvalue = [4, 7]"] ;
70 -> 200 ;
201 [label="gini = 0.0\nsamples = 6\nvalue = [0, 6]"] ;
200 -> 201 ;
202 [label="feder <= 0.5\ngini = 0.32\nsamples = 5\nvalue = [4, 1]"] ;
200 -> 202 ;
203 [label="gini = 0.0\nsamples = 4\nvalue = [4, 0]"] ;
202 -> 203 ;
204 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
202 -> 204 ;
205 [label="gini = 0.0\nsamples = 3\nvalue = [0, 3]"] ;
69 -> 205 ;
206 [label="gini = 0.0\nsamples = 3\nvalue = [0, 3]"] ;
68 -> 206 ;
207 [label="gini = 0.0\nsamples = 3\nvalue = [0, 3]"] ;
67 -> 207 ;
208 [label="gini = 0.0\nsamples = 3\nvalue = [0, 3]"] ;
66 -> 208 ;
209 [label="gini = 0.0\nsamples = 3\nvalue = [0, 3]"] ;
65 -> 209 ;
210 [label="gini = 0.0\nsamples = 3\nvalue = [0, 3]"] ;
64 -> 210 ;
211 [label="gini = 0.0\nsamples = 3\nvalue = [0, 3]"] ;
63 -> 211 ;
212 [label="use <= 0.5\ngini = 0.495\nsamples = 31\nvalue = [14, 17]"] ;
62 -> 212 ;
213 [label="vest <= 0.5\ngini = 0.461\nsamples = 25\nvalue = [9, 16]"] ;
212 -> 213 ;
214 [label="ned <= 0.5\ngini = 0.397\nsamples = 22\nvalue = [6, 16]"] ;
213 -> 214 ;
215 [label="hand <= 0.5\ngini = 0.32\nsamples = 20\nvalue = [4, 16]"] ;
214 -> 215 ;
216 [label="opportun <= 0.5\ngini = 0.198\nsamples = 18\nvalue = [2, 16]"] ;
215 -> 216 ;
217 [label="tend <= 0.5\ngini = 0.111\nsamples = 17\nvalue = [1, 16]"] ;
216 -> 217 ;
218 [label="gini = 0.0\nsamples = 16\nvalue = [0, 16]"] ;
217 -> 218 ;
219 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]"] ;
217 -> 219 ;
220 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]"] ;
216 -> 220 ;
221 [label="gini = 0.0\nsamples = 2\nvalue = [2, 0]"] ;
215 -> 221 ;
222 [label="gini = 0.0\nsamples = 2\nvalue = [2, 0]"] ;
214 -> 222 ;
223 [label="gini = 0.0\nsamples = 3\nvalue = [3, 0]"] ;
213 -> 223 ;
224 [label="iron <= 0.5\ngini = 0.278\nsamples = 6\nvalue = [5, 1]"] ;
212 -> 224 ;
225 [label="gini = 0.0\nsamples = 5\nvalue = [5, 0]"] ;
224 -> 225 ;
226 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
224 -> 226 ;
227 [label="gini = 0.0\nsamples = 3\nvalue = [0, 3]"] ;
61 -> 227 ;
228 [label="gini = 0.0\nsamples = 3\nvalue = [0, 3]"] ;
60 -> 228 ;
229 [label="gini = 0.0\nsamples = 4\nvalue = [0, 4]"] ;
59 -> 229 ;
230 [label="tap <= 0.5\ngini = 0.245\nsamples = 7\nvalue = [1, 6]"] ;
58 -> 230 ;
231 [label="gini = 0.0\nsamples = 6\nvalue = [0, 6]"] ;
230 -> 231 ;
232 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]"] ;
230 -> 232 ;
233 [label="gini = 0.0\nsamples = 5\nvalue = [0, 5]"] ;
57 -> 233 ;
234 [label="provid <= 0.5\ngini = 0.364\nsamples = 67\nvalue = [51, 16]"] ;
56 -> 234 ;
235 [label="econom <= 1.5\ngini = 0.324\nsamples = 64\nvalue = [51, 13]"] ;
234 -> 235 ;
236 [label="justic <= 0.5\ngini = 0.292\nsamples = 62\nvalue = [51, 11]"] ;
235 -> 236 ;
237 [label="bank <= 0.5\ngini = 0.255\nsamples = 60\nvalue = [51, 9]"] ;
236 -> 237 ;
238 [label="judg <= 0.5\ngini = 0.215\nsamples = 57\nvalue = [50, 7]"] ;
237 -> 238 ;
239 [label="know <= 0.5\ngini = 0.168\nsamples = 54\nvalue = [49, 5]"] ;
238 -> 239 ;
240 [label="run <= 0.5\ngini = 0.111\nsamples = 51\nvalue = [48, 3]"] ;
239 -> 240 ;
241 [label="undermin <= 0.5\ngini = 0.077\nsamples = 50\nvalue = [48, 2]"] ;
240 -> 241 ;
242 [label="contradict <= 0.5\ngini = 0.04\nsamples = 49\nvalue = [48, 1]"] ;
241 -> 242 ;
243 [label="gini = 0.0\nsamples = 47\nvalue = [47, 0]"] ;
242 -> 243 ;
244 [label="gini = 0.5\nsamples = 2\nvalue = [1, 1]"] ;
242 -> 244 ;
245 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
241 -> 245 ;
246 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
240 -> 246 ;
247 [label="prevail <= 0.5\ngini = 0.444\nsamples = 3\nvalue = [1, 2]"] ;
239 -> 247 ;
248 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]"] ;
247 -> 248 ;
249 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]"] ;
247 -> 249 ;
250 [label="obedi <= 0.5\ngini = 0.444\nsamples = 3\nvalue = [1, 2]"] ;
238 -> 250 ;
251 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]"] ;
250 -> 251 ;
252 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]"] ;
250 -> 252 ;
253 [label="fit <= 0.5\ngini = 0.444\nsamples = 3\nvalue = [1, 2]"] ;
237 -> 253 ;
254 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]"] ;
253 -> 254 ;
255 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]"] ;
253 -> 255 ;
256 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]"] ;
236 -> 256 ;
257 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]"] ;
235 -> 257 ;
258 [label="gini = 0.0\nsamples = 3\nvalue = [0, 3]"] ;
234 -> 258 ;
259 [label="gini = 0.0\nsamples = 4\nvalue = [0, 4]"] ;
55 -> 259 ;
260 [label="basic <= 0.5\ngini = 0.245\nsamples = 7\nvalue = [1, 6]"] ;
54 -> 260 ;
261 [label="gini = 0.0\nsamples = 6\nvalue = [0, 6]"] ;
260 -> 261 ;
262 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]"] ;
260 -> 262 ;
263 [label="kin <= 0.5\ngini = 0.236\nsamples = 22\nvalue = [19, 3]"] ;
53 -> 263 ;
264 [label="destroy <= 0.5\ngini = 0.095\nsamples = 20\nvalue = [19, 1]"] ;
263 -> 264 ;
265 [label="gini = 0.0\nsamples = 19\nvalue = [19, 0]"] ;
264 -> 265 ;
266 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
264 -> 266 ;
267 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]"] ;
263 -> 267 ;
268 [label="gini = 0.0\nsamples = 3\nvalue = [0, 3]"] ;
52 -> 268 ;
269 [label="increas <= 0.5\ngini = 0.278\nsamples = 6\nvalue = [1, 5]"] ;
51 -> 269 ;
270 [label="gini = 0.0\nsamples = 5\nvalue = [0, 5]"] ;
269 -> 270 ;
271 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]"] ;
269 -> 271 ;
272 [label="gini = 0.0\nsamples = 4\nvalue = [0, 4]"] ;
50 -> 272 ;
273 [label="gini = 0.0\nsamples = 4\nvalue = [0, 4]"] ;
49 -> 273 ;
274 [label="gini = 0.0\nsamples = 4\nvalue = [0, 4]"] ;
48 -> 274 ;
275 [label="gini = 0.0\nsamples = 4\nvalue = [0, 4]"] ;
47 -> 275 ;
276 [label="eat <= 0.5\ngini = 0.415\nsamples = 17\nvalue = [5, 12]"] ;
46 -> 276 ;
277 [label="pose <= 0.5\ngini = 0.494\nsamples = 9\nvalue = [5, 4]"] ;
276 -> 277 ;
278 [label="wast <= 0.5\ngini = 0.408\nsamples = 7\nvalue = [5, 2]"] ;
277 -> 278 ;
279 [label="lion <= 0.5\ngini = 0.278\nsamples = 6\nvalue = [5, 1]"] ;
278 -> 279 ;
280 [label="gini = 0.0\nsamples = 5\nvalue = [5, 0]"] ;
279 -> 280 ;
281 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
279 -> 281 ;
282 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
278 -> 282 ;
283 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]"] ;
277 -> 283 ;
284 [label="gini = 0.0\nsamples = 8\nvalue = [0, 8]"] ;
276 -> 284 ;
285 [label="akin <= 0.5\ngini = 0.219\nsamples = 8\nvalue = [1, 7]"] ;
45 -> 285 ;
286 [label="gini = 0.0\nsamples = 7\nvalue = [0, 7]"] ;
285 -> 286 ;
287 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]"] ;
285 -> 287 ;
288 [label="gini = 0.0\nsamples = 5\nvalue = [0, 5]"] ;
44 -> 288 ;
289 [label="lo <= 1.5\ngini = 0.337\nsamples = 14\nvalue = [3, 11]"] ;
43 -> 289 ;
290 [label="gini = 0.0\nsamples = 11\nvalue = [0, 11]"] ;
289 -> 290 ;
291 [label="gini = 0.0\nsamples = 3\nvalue = [3, 0]"] ;
289 -> 291 ;
292 [label="ill <= 0.5\ngini = 0.337\nsamples = 14\nvalue = [3, 11]"] ;
42 -> 292 ;
293 [label="sin <= 1.0\ngini = 0.165\nsamples = 11\nvalue = [1, 10]"] ;
292 -> 293 ;
294 [label="gini = 0.0\nsamples = 10\nvalue = [0, 10]"] ;
293 -> 294 ;
295 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]"] ;
293 -> 295 ;
296 [label="cap <= 0.5\ngini = 0.444\nsamples = 3\nvalue = [2, 1]"] ;
292 -> 296 ;
297 [label="gini = 0.0\nsamples = 2\nvalue = [2, 0]"] ;
296 -> 297 ;
298 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
296 -> 298 ;
299 [label="univers <= 0.5\ngini = 0.198\nsamples = 9\nvalue = [1, 8]"] ;
41 -> 299 ;
300 [label="gini = 0.0\nsamples = 8\nvalue = [0, 8]"] ;
299 -> 300 ;
301 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]"] ;
299 -> 301 ;
302 [label="ad <= 0.5\ngini = 0.451\nsamples = 35\nvalue = [12, 23]"] ;
40 -> 302 ;
303 [label="corporat <= 0.5\ngini = 0.488\nsamples = 19\nvalue = [11, 8]"] ;
302 -> 303 ;
304 [label="ted <= 0.5\ngini = 0.43\nsamples = 16\nvalue = [11, 5]"] ;
303 -> 304 ;
305 [label="har <= 0.5\ngini = 0.165\nsamples = 11\nvalue = [10, 1]"] ;
304 -> 305 ;
306 [label="gini = 0.0\nsamples = 10\nvalue = [10, 0]"] ;
305 -> 306 ;
307 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
305 -> 307 ;
308 [label="be <= 1.5\ngini = 0.32\nsamples = 5\nvalue = [1, 4]"] ;
304 -> 308 ;
309 [label="gini = 0.0\nsamples = 4\nvalue = [0, 4]"] ;
308 -> 309 ;
310 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]"] ;
308 -> 310 ;
311 [label="gini = 0.0\nsamples = 3\nvalue = [0, 3]"] ;
303 -> 311 ;
312 [label="meant <= 0.5\ngini = 0.117\nsamples = 16\nvalue = [1, 15]"] ;
302 -> 312 ;
313 [label="gini = 0.0\nsamples = 15\nvalue = [0, 15]"] ;
312 -> 313 ;
314 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]"] ;
312 -> 314 ;
315 [label="gin <= 0.5\ngini = 0.337\nsamples = 14\nvalue = [3, 11]"] ;
39 -> 315 ;
316 [label="ill <= 0.5\ngini = 0.153\nsamples = 12\nvalue = [1, 11]"] ;
315 -> 316 ;
317 [label="gini = 0.0\nsamples = 11\nvalue = [0, 11]"] ;
316 -> 317 ;
318 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]"] ;
316 -> 318 ;
319 [label="gini = 0.0\nsamples = 2\nvalue = [2, 0]"] ;
315 -> 319 ;
320 [label="know <= 0.5\ngini = 0.153\nsamples = 12\nvalue = [11, 1]"] ;
38 -> 320 ;
321 [label="gini = 0.0\nsamples = 11\nvalue = [11, 0]"] ;
320 -> 321 ;
322 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
320 -> 322 ;
323 [label="gini = 0.0\nsamples = 7\nvalue = [0, 7]"] ;
37 -> 323 ;
324 [label="end <= 0.5\ngini = 0.32\nsamples = 20\nvalue = [16, 4]"] ;
36 -> 324 ;
325 [label="asset <= 0.5\ngini = 0.111\nsamples = 17\nvalue = [16, 1]"] ;
324 -> 325 ;
326 [label="gini = 0.0\nsamples = 16\nvalue = [16, 0]"] ;
325 -> 326 ;
327 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
325 -> 327 ;
328 [label="gini = 0.0\nsamples = 3\nvalue = [0, 3]"] ;
324 -> 328 ;
329 [label="gini = 0.0\nsamples = 7\nvalue = [7, 0]"] ;
35 -> 329 ;
330 [label="tri <= 0.5\ngini = 0.298\nsamples = 11\nvalue = [2, 9]"] ;
34 -> 330 ;
331 [label="gini = 0.0\nsamples = 8\nvalue = [0, 8]"] ;
330 -> 331 ;
332 [label="ron <= 0.5\ngini = 0.444\nsamples = 3\nvalue = [2, 1]"] ;
330 -> 332 ;
333 [label="gini = 0.0\nsamples = 2\nvalue = [2, 0]"] ;
332 -> 333 ;
334 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
332 -> 334 ;
335 [label="gini = 0.0\nsamples = 8\nvalue = [8, 0]"] ;
33 -> 335 ;
336 [label="gini = 0.0\nsamples = 5\nvalue = [0, 5]"] ;
32 -> 336 ;
337 [label="gini = 0.0\nsamples = 5\nvalue = [0, 5]"] ;
31 -> 337 ;
338 [label="mari <= 0.5\ngini = 0.153\nsamples = 12\nvalue = [11, 1]"] ;
30 -> 338 ;
339 [label="gini = 0.0\nsamples = 11\nvalue = [11, 0]"] ;
338 -> 339 ;
340 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
338 -> 340 ;
341 [label="sed <= 0.5\ngini = 0.153\nsamples = 12\nvalue = [11, 1]"] ;
29 -> 341 ;
342 [label="gini = 0.0\nsamples = 11\nvalue = [11, 0]"] ;
341 -> 342 ;
343 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
341 -> 343 ;
344 [label="form <= 0.5\ngini = 0.375\nsamples = 48\nvalue = [36, 12]"] ;
28 -> 344 ;
345 [label="almost <= 0.5\ngini = 0.32\nsamples = 45\nvalue = [36, 9]"] ;
344 -> 345 ;
346 [label="produc <= 0.5\ngini = 0.273\nsamples = 43\nvalue = [36, 7]"] ;
345 -> 346 ;
347 [label="reed <= 0.5\ngini = 0.214\nsamples = 41\nvalue = [36, 5]"] ;
346 -> 347 ;
348 [label="profit <= 0.5\ngini = 0.108\nsamples = 35\nvalue = [33, 2]"] ;
347 -> 348 ;
349 [label="evolv <= 0.5\ngini = 0.057\nsamples = 34\nvalue = [33, 1]"] ;
348 -> 349 ;
350 [label="gini = 0.0\nsamples = 33\nvalue = [33, 0]"] ;
349 -> 350 ;
351 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
349 -> 351 ;
352 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
348 -> 352 ;
353 [label="per <= 0.5\ngini = 0.5\nsamples = 6\nvalue = [3, 3]"] ;
347 -> 353 ;
354 [label="proce <= 0.5\ngini = 0.375\nsamples = 4\nvalue = [3, 1]"] ;
353 -> 354 ;
355 [label="gini = 0.0\nsamples = 3\nvalue = [3, 0]"] ;
354 -> 355 ;
356 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
354 -> 356 ;
357 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]"] ;
353 -> 357 ;
358 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]"] ;
346 -> 358 ;
359 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]"] ;
345 -> 359 ;
360 [label="gini = 0.0\nsamples = 3\nvalue = [0, 3]"] ;
344 -> 360 ;
361 [label="gini = 0.0\nsamples = 6\nvalue = [0, 6]"] ;
27 -> 361 ;
362 [label="gini = 0.0\nsamples = 7\nvalue = [0, 7]"] ;
26 -> 362 ;
363 [label="polici <= 0.5\ngini = 0.475\nsamples = 80\nvalue = [31, 49]"] ;
25 -> 363 ;
364 [label="eric <= 0.5\ngini = 0.458\nsamples = 76\nvalue = [27, 49]"] ;
363 -> 364 ;
365 [label="can <= 0.5\ngini = 0.419\nsamples = 67\nvalue = [20, 47]"] ;
364 -> 365 ;
366 [label="use <= 0.5\ngini = 0.494\nsamples = 38\nvalue = [17, 21]"] ;
365 -> 366 ;
367 [label="move <= 0.5\ngini = 0.452\nsamples = 29\nvalue = [10, 19]"] ;
366 -> 367 ;
368 [label="er <= 0.5\ngini = 0.393\nsamples = 26\nvalue = [7, 19]"] ;
367 -> 368 ;
369 [label="gini = 0.0\nsamples = 2\nvalue = [2, 0]"] ;
368 -> 369 ;
370 [label="dem <= 0.5\ngini = 0.33\nsamples = 24\nvalue = [5, 19]"] ;
368 -> 370 ;
371 [label="make <= 0.5\ngini = 0.236\nsamples = 22\nvalue = [3, 19]"] ;
370 -> 371 ;
372 [label="popular <= 0.5\ngini = 0.1\nsamples = 19\nvalue = [1, 18]"] ;
371 -> 372 ;
373 [label="gini = 0.0\nsamples = 18\nvalue = [0, 18]"] ;
372 -> 373 ;
374 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]"] ;
372 -> 374 ;
375 [label="kin <= 1.5\ngini = 0.444\nsamples = 3\nvalue = [2, 1]"] ;
371 -> 375 ;
376 [label="gini = 0.0\nsamples = 2\nvalue = [2, 0]"] ;
375 -> 376 ;
377 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
375 -> 377 ;
378 [label="gini = 0.0\nsamples = 2\nvalue = [2, 0]"] ;
370 -> 378 ;
379 [label="gini = 0.0\nsamples = 3\nvalue = [3, 0]"] ;
367 -> 379 ;
380 [label="er <= 1.5\ngini = 0.346\nsamples = 9\nvalue = [7, 2]"] ;
366 -> 380 ;
381 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]"] ;
380 -> 381 ;
382 [label="gini = 0.0\nsamples = 7\nvalue = [7, 0]"] ;
380 -> 382 ;
383 [label="alon <= 0.5\ngini = 0.185\nsamples = 29\nvalue = [3, 26]"] ;
365 -> 383 ;
384 [label="nation <= 0.5\ngini = 0.074\nsamples = 26\nvalue = [1, 25]"] ;
383 -> 384 ;
385 [label="gini = 0.0\nsamples = 25\nvalue = [0, 25]"] ;
384 -> 385 ;
386 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]"] ;
384 -> 386 ;
387 [label="vie <= 0.5\ngini = 0.444\nsamples = 3\nvalue = [2, 1]"] ;
383 -> 387 ;
388 [label="gini = 0.0\nsamples = 2\nvalue = [2, 0]"] ;
387 -> 388 ;
389 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
387 -> 389 ;
390 [label="ir <= 1.5\ngini = 0.346\nsamples = 9\nvalue = [7, 2]"] ;
364 -> 390 ;
391 [label="gini = 0.0\nsamples = 7\nvalue = [7, 0]"] ;
390 -> 391 ;
392 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]"] ;
390 -> 392 ;
393 [label="gini = 0.0\nsamples = 4\nvalue = [4, 0]"] ;
363 -> 393 ;
394 [label="er <= 1.5\ngini = 0.466\nsamples = 65\nvalue = [24, 41]"] ;
24 -> 394 ;
395 [label="era <= 0.5\ngini = 0.475\nsamples = 18\nvalue = [11, 7]"] ;
394 -> 395 ;
396 [label="eat <= 0.5\ngini = 0.391\nsamples = 15\nvalue = [11, 4]"] ;
395 -> 396 ;
397 [label="style <= 0.5\ngini = 0.26\nsamples = 13\nvalue = [11, 2]"] ;
396 -> 397 ;
398 [label="effect <= 0.5\ngini = 0.153\nsamples = 12\nvalue = [11, 1]"] ;
397 -> 398 ;
399 [label="gini = 0.0\nsamples = 11\nvalue = [11, 0]"] ;
398 -> 399 ;
400 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
398 -> 400 ;
401 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
397 -> 401 ;
402 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]"] ;
396 -> 402 ;
403 [label="gini = 0.0\nsamples = 3\nvalue = [0, 3]"] ;
395 -> 403 ;
404 [label="valu <= 0.5\ngini = 0.4\nsamples = 47\nvalue = [13, 34]"] ;
394 -> 404 ;
405 [label="capit <= 0.5\ngini = 0.314\nsamples = 41\nvalue = [8, 33]"] ;
404 -> 405 ;
406 [label="age <= 0.5\ngini = 0.202\nsamples = 35\nvalue = [4, 31]"] ;
405 -> 406 ;
407 [label="taxpay <= 0.5\ngini = 0.067\nsamples = 29\nvalue = [1, 28]"] ;
406 -> 407 ;
408 [label="gini = 0.0\nsamples = 28\nvalue = [0, 28]"] ;
407 -> 408 ;
409 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]"] ;
407 -> 409 ;
410 [label="encourag <= 0.5\ngini = 0.5\nsamples = 6\nvalue = [3, 3]"] ;
406 -> 410 ;
411 [label="consum <= 0.5\ngini = 0.375\nsamples = 4\nvalue = [3, 1]"] ;
410 -> 411 ;
412 [label="gini = 0.0\nsamples = 3\nvalue = [3, 0]"] ;
411 -> 412 ;
413 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
411 -> 413 ;
414 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]"] ;
410 -> 414 ;
415 [label="men <= 0.5\ngini = 0.444\nsamples = 6\nvalue = [4, 2]"] ;
405 -> 415 ;
416 [label="gini = 0.0\nsamples = 4\nvalue = [4, 0]"] ;
415 -> 416 ;
417 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]"] ;
415 -> 417 ;
418 [label="ship <= 0.5\ngini = 0.278\nsamples = 6\nvalue = [5, 1]"] ;
404 -> 418 ;
419 [label="gini = 0.0\nsamples = 5\nvalue = [5, 0]"] ;
418 -> 419 ;
420 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
418 -> 420 ;
421 [label="have <= 0.5\ngini = 0.346\nsamples = 18\nvalue = [4, 14]"] ;
23 -> 421 ;
422 [label="han <= 1.5\ngini = 0.219\nsamples = 16\nvalue = [2, 14]"] ;
421 -> 422 ;
423 [label="gini = 0.0\nsamples = 13\nvalue = [0, 13]"] ;
422 -> 423 ;
424 [label="led <= 0.5\ngini = 0.444\nsamples = 3\nvalue = [2, 1]"] ;
422 -> 424 ;
425 [label="gini = 0.0\nsamples = 2\nvalue = [2, 0]"] ;
424 -> 425 ;
426 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
424 -> 426 ;
427 [label="gini = 0.0\nsamples = 2\nvalue = [2, 0]"] ;
421 -> 427 ;
428 [label="heal <= 0.5\ngini = 0.142\nsamples = 13\nvalue = [12, 1]"] ;
22 -> 428 ;
429 [label="gini = 0.0\nsamples = 12\nvalue = [12, 0]"] ;
428 -> 429 ;
430 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
428 -> 430 ;
431 [label="ice <= 0.5\ngini = 0.351\nsamples = 22\nvalue = [5, 17]"] ;
21 -> 431 ;
432 [label="viciou <= 0.5\ngini = 0.255\nsamples = 20\nvalue = [3, 17]"] ;
431 -> 432 ;
433 [label="enter <= 0.5\ngini = 0.188\nsamples = 19\nvalue = [2, 17]"] ;
432 -> 433 ;
434 [label="share <= 0.5\ngini = 0.105\nsamples = 18\nvalue = [1, 17]"] ;
433 -> 434 ;
435 [label="gini = 0.0\nsamples = 17\nvalue = [0, 17]"] ;
434 -> 435 ;
436 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]"] ;
434 -> 436 ;
437 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]"] ;
433 -> 437 ;
438 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]"] ;
432 -> 438 ;
439 [label="gini = 0.0\nsamples = 2\nvalue = [2, 0]"] ;
431 -> 439 ;
440 [label="war <= 0.5\ngini = 0.153\nsamples = 12\nvalue = [11, 1]"] ;
20 -> 440 ;
441 [label="gini = 0.0\nsamples = 11\nvalue = [11, 0]"] ;
440 -> 441 ;
442 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
440 -> 442 ;
443 [label="ever <= 0.5\ngini = 0.245\nsamples = 14\nvalue = [2, 12]"] ;
19 -> 443 ;
444 [label="gini = 0.0\nsamples = 12\nvalue = [0, 12]"] ;
443 -> 444 ;
445 [label="gini = 0.0\nsamples = 2\nvalue = [2, 0]"] ;
443 -> 445 ;
446 [label="spend <= 0.5\ngini = 0.133\nsamples = 14\nvalue = [13, 1]"] ;
18 -> 446 ;
447 [label="gini = 0.0\nsamples = 13\nvalue = [13, 0]"] ;
446 -> 447 ;
448 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
446 -> 448 ;
449 [label="seri <= 0.5\ngini = 0.42\nsamples = 40\nvalue = [12, 28]"] ;
17 -> 449 ;
450 [label="app <= 0.5\ngini = 0.388\nsamples = 38\nvalue = [10, 28]"] ;
449 -> 450 ;
451 [label="half <= 0.5\ngini = 0.346\nsamples = 36\nvalue = [8, 28]"] ;
450 -> 451 ;
452 [label="state <= 0.5\ngini = 0.291\nsamples = 34\nvalue = [6, 28]"] ;
451 -> 452 ;
453 [label="quot <= 0.5\ngini = 0.18\nsamples = 30\nvalue = [3, 27]"] ;
452 -> 453 ;
454 [label="highest <= 0.5\ngini = 0.128\nsamples = 29\nvalue = [2, 27]"] ;
453 -> 454 ;
455 [label="redistribut <= 0.5\ngini = 0.069\nsamples = 28\nvalue = [1, 27]"] ;
454 -> 455 ;
456 [label="gini = 0.0\nsamples = 27\nvalue = [0, 27]"] ;
455 -> 456 ;
457 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]"] ;
455 -> 457 ;
458 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]"] ;
454 -> 458 ;
459 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]"] ;
453 -> 459 ;
460 [label="speech <= 0.5\ngini = 0.375\nsamples = 4\nvalue = [3, 1]"] ;
452 -> 460 ;
461 [label="gini = 0.0\nsamples = 3\nvalue = [3, 0]"] ;
460 -> 461 ;
462 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
460 -> 462 ;
463 [label="gini = 0.0\nsamples = 2\nvalue = [2, 0]"] ;
451 -> 463 ;
464 [label="gini = 0.0\nsamples = 2\nvalue = [2, 0]"] ;
450 -> 464 ;
465 [label="gini = 0.0\nsamples = 2\nvalue = [2, 0]"] ;
449 -> 465 ;
466 [label="one <= 0.5\ngini = 0.291\nsamples = 17\nvalue = [3, 14]"] ;
16 -> 466 ;
467 [label="prop <= 0.5\ngini = 0.133\nsamples = 14\nvalue = [1, 13]"] ;
466 -> 467 ;
468 [label="gini = 0.0\nsamples = 13\nvalue = [0, 13]"] ;
467 -> 468 ;
469 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]"] ;
467 -> 469 ;
470 [label="lo <= 1.5\ngini = 0.444\nsamples = 3\nvalue = [2, 1]"] ;
466 -> 470 ;
471 [label="gini = 0.0\nsamples = 2\nvalue = [2, 0]"] ;
470 -> 471 ;
472 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
470 -> 472 ;
473 [label="gini = 0.0\nsamples = 8\nvalue = [0, 8]"] ;
15 -> 473 ;
474 [label="kind <= 0.5\ngini = 0.278\nsamples = 24\nvalue = [20, 4]"] ;
14 -> 474 ;
475 [label="self-restraint <= 0.5\ngini = 0.165\nsamples = 22\nvalue = [20, 2]"] ;
474 -> 475 ;
476 [label="cleverly-written <= 0.5\ngini = 0.091\nsamples = 21\nvalue = [20, 1]"] ;
475 -> 476 ;
477 [label="gini = 0.0\nsamples = 20\nvalue = [20, 0]"] ;
476 -> 477 ;
478 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
476 -> 478 ;
479 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
475 -> 479 ;
480 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]"] ;
474 -> 480 ;
481 [label="act <= 0.5\ngini = 0.411\nsamples = 45\nvalue = [13, 32]"] ;
13 -> 481 ;
482 [label="state <= 0.5\ngini = 0.278\nsamples = 36\nvalue = [6, 30]"] ;
481 -> 482 ;
483 [label="aid <= 0.5\ngini = 0.208\nsamples = 34\nvalue = [4, 30]"] ;
482 -> 483 ;
484 [label="unconstitut <= 0.5\ngini = 0.165\nsamples = 33\nvalue = [3, 30]"] ;
483 -> 484 ;
485 [label="handgun <= 0.5\ngini = 0.117\nsamples = 32\nvalue = [2, 30]"] ;
484 -> 485 ;
486 [label="implement <= 0.5\ngini = 0.062\nsamples = 31\nvalue = [1, 30]"] ;
485 -> 486 ;
487 [label="gini = 0.0\nsamples = 30\nvalue = [0, 30]"] ;
486 -> 487 ;
488 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]"] ;
486 -> 488 ;
489 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]"] ;
485 -> 489 ;
490 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]"] ;
484 -> 490 ;
491 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]"] ;
483 -> 491 ;
492 [label="gini = 0.0\nsamples = 2\nvalue = [2, 0]"] ;
482 -> 492 ;
493 [label="prop <= 0.5\ngini = 0.346\nsamples = 9\nvalue = [7, 2]"] ;
481 -> 493 ;
494 [label="gini = 0.0\nsamples = 7\nvalue = [7, 0]"] ;
493 -> 494 ;
495 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]"] ;
493 -> 495 ;
496 [label="gini = 0.0\nsamples = 9\nvalue = [0, 9]"] ;
12 -> 496 ;
497 [label="firm <= 0.5\ngini = 0.38\nsamples = 51\nvalue = [38, 13]"] ;
11 -> 497 ;
498 [label="ian <= 0.5\ngini = 0.348\nsamples = 49\nvalue = [38, 11]"] ;
497 -> 498 ;
499 [label="count <= 0.5\ngini = 0.31\nsamples = 47\nvalue = [38, 9]"] ;
498 -> 499 ;
500 [label="alter <= 0.5\ngini = 0.263\nsamples = 45\nvalue = [38, 7]"] ;
499 -> 500 ;
501 [label="tie <= 0.5\ngini = 0.206\nsamples = 43\nvalue = [38, 5]"] ;
500 -> 501 ;
502 [label="rate <= 0.5\ngini = 0.136\nsamples = 41\nvalue = [38, 3]"] ;
501 -> 502 ;
503 [label="tap <= 0.5\ngini = 0.051\nsamples = 38\nvalue = [37, 1]"] ;
502 -> 503 ;
504 [label="gini = 0.0\nsamples = 37\nvalue = [37, 0]"] ;
503 -> 504 ;
505 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
503 -> 505 ;
506 [label="suit <= 0.5\ngini = 0.444\nsamples = 3\nvalue = [1, 2]"] ;
502 -> 506 ;
507 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]"] ;
506 -> 507 ;
508 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]"] ;
506 -> 508 ;
509 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]"] ;
501 -> 509 ;
510 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]"] ;
500 -> 510 ;
511 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]"] ;
499 -> 511 ;
512 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]"] ;
498 -> 512 ;
513 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]"] ;
497 -> 513 ;
514 [label="exam <= 0.5\ngini = 0.18\nsamples = 20\nvalue = [18, 2]"] ;
10 -> 514 ;
515 [label="disadvantag <= 0.5\ngini = 0.1\nsamples = 19\nvalue = [18, 1]"] ;
514 -> 515 ;
516 [label="gini = 0.0\nsamples = 18\nvalue = [18, 0]"] ;
515 -> 516 ;
517 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
515 -> 517 ;
518 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
514 -> 518 ;
519 [label="eas <= 0.5\ngini = 0.395\nsamples = 48\nvalue = [13, 35]"] ;
9 -> 519 ;
520 [label="peopl <= 0.5\ngini = 0.32\nsamples = 40\nvalue = [8, 32]"] ;
519 -> 520 ;
521 [label="talk <= 0.5\ngini = 0.272\nsamples = 37\nvalue = [6, 31]"] ;
520 -> 521 ;
522 [label="suit <= 0.5\ngini = 0.239\nsamples = 36\nvalue = [5, 31]"] ;
521 -> 522 ;
523 [label="confid <= 0.5\ngini = 0.202\nsamples = 35\nvalue = [4, 31]"] ;
522 -> 523 ;
524 [label="benefic <= 0.5\ngini = 0.161\nsamples = 34\nvalue = [3, 31]"] ;
523 -> 524 ;
525 [label="agreement <= 0.5\ngini = 0.114\nsamples = 33\nvalue = [2, 31]"] ;
524 -> 525 ;
526 [label="sec <= 0.5\ngini = 0.061\nsamples = 32\nvalue = [1, 31]"] ;
525 -> 526 ;
527 [label="gini = 0.0\nsamples = 30\nvalue = [0, 30]"] ;
526 -> 527 ;
528 [label="gini = 0.5\nsamples = 2\nvalue = [1, 1]"] ;
526 -> 528 ;
529 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]"] ;
525 -> 529 ;
530 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]"] ;
524 -> 530 ;
531 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]"] ;
523 -> 531 ;
532 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]"] ;
522 -> 532 ;
533 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]"] ;
521 -> 533 ;
534 [label="akin <= 0.5\ngini = 0.444\nsamples = 3\nvalue = [2, 1]"] ;
520 -> 534 ;
535 [label="gini = 0.0\nsamples = 2\nvalue = [2, 0]"] ;
534 -> 535 ;
536 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
534 -> 536 ;
537 [label="creas <= 0.5\ngini = 0.469\nsamples = 8\nvalue = [5, 3]"] ;
519 -> 537 ;
538 [label="ate <= 0.5\ngini = 0.408\nsamples = 7\nvalue = [5, 2]"] ;
537 -> 538 ;
539 [label="gini = 0.0\nsamples = 4\nvalue = [4, 0]"] ;
538 -> 539 ;
540 [label="led <= 0.5\ngini = 0.444\nsamples = 3\nvalue = [1, 2]"] ;
538 -> 540 ;
541 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]"] ;
540 -> 541 ;
542 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]"] ;
540 -> 542 ;
543 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
537 -> 543 ;
544 [label="pend <= 0.5\ngini = 0.412\nsamples = 62\nvalue = [18, 44]"] ;
8 -> 544 ;
545 [label="sinc <= 0.5\ngini = 0.379\nsamples = 59\nvalue = [15, 44]"] ;
544 -> 545 ;
546 [label="tea <= 0.5\ngini = 0.337\nsamples = 56\nvalue = [12, 44]"] ;
545 -> 546 ;
547 [label="larg <= 0.5\ngini = 0.302\nsamples = 54\nvalue = [10, 44]"] ;
546 -> 547 ;
548 [label="anti- <= 0.5\ngini = 0.26\nsamples = 52\nvalue = [8, 44]"] ;
547 -> 548 ;
549 [label="statu <= 0.5\ngini = 0.211\nsamples = 50\nvalue = [6, 44]"] ;
548 -> 549 ;
550 [label="satir <= 0.5\ngini = 0.156\nsamples = 47\nvalue = [4, 43]"] ;
549 -> 550 ;
551 [label="liar <= 0.5\ngini = 0.122\nsamples = 46\nvalue = [3, 43]"] ;
550 -> 551 ;
552 [label="ira <= 0.5\ngini = 0.085\nsamples = 45\nvalue = [2, 43]"] ;
551 -> 552 ;
553 [label="presid <= 0.5\ngini = 0.044\nsamples = 44\nvalue = [1, 43]"] ;
552 -> 553 ;
554 [label="gini = 0.0\nsamples = 43\nvalue = [0, 43]"] ;
553 -> 554 ;
555 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]"] ;
553 -> 555 ;
556 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]"] ;
552 -> 556 ;
557 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]"] ;
551 -> 557 ;
558 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]"] ;
550 -> 558 ;
559 [label="man <= 0.5\ngini = 0.444\nsamples = 3\nvalue = [2, 1]"] ;
549 -> 559 ;
560 [label="gini = 0.0\nsamples = 2\nvalue = [2, 0]"] ;
559 -> 560 ;
561 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
559 -> 561 ;
562 [label="gini = 0.0\nsamples = 2\nvalue = [2, 0]"] ;
548 -> 562 ;
563 [label="gini = 0.0\nsamples = 2\nvalue = [2, 0]"] ;
547 -> 563 ;
564 [label="gini = 0.0\nsamples = 2\nvalue = [2, 0]"] ;
546 -> 564 ;
565 [label="gini = 0.0\nsamples = 3\nvalue = [3, 0]"] ;
545 -> 565 ;
566 [label="gini = 0.0\nsamples = 3\nvalue = [3, 0]"] ;
544 -> 566 ;
567 [label="norm <= 0.5\ngini = 0.236\nsamples = 22\nvalue = [3, 19]"] ;
7 -> 567 ;
568 [label="be <= 4.0\ngini = 0.095\nsamples = 20\nvalue = [1, 19]"] ;
567 -> 568 ;
569 [label="gini = 0.0\nsamples = 19\nvalue = [0, 19]"] ;
568 -> 569 ;
570 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]"] ;
568 -> 570 ;
571 [label="gini = 0.0\nsamples = 2\nvalue = [2, 0]"] ;
567 -> 571 ;
572 [label="gini = 0.0\nsamples = 12\nvalue = [0, 12]"] ;
6 -> 572 ;
573 [label="main <= 0.5\ngini = 0.41\nsamples = 87\nvalue = [25, 62]"] ;
5 -> 573 ;
574 [label="cra <= 0.5\ngini = 0.387\nsamples = 84\nvalue = [22, 62]"] ;
573 -> 574 ;
575 [label="imu <= 0.5\ngini = 0.344\nsamples = 77\nvalue = [17, 60]"] ;
574 -> 575 ;
576 [label="put <= 0.5\ngini = 0.299\nsamples = 71\nvalue = [13, 58]"] ;
575 -> 576 ;
577 [label="told <= 0.5\ngini = 0.268\nsamples = 69\nvalue = [11, 58]"] ;
576 -> 577 ;
578 [label="fiscal <= 0.5\ngini = 0.233\nsamples = 67\nvalue = [9, 58]"] ;
577 -> 578 ;
579 [label="certain <= 0.5\ngini = 0.192\nsamples = 65\nvalue = [7, 58]"] ;
578 -> 579 ;
580 [label="cute <= 0.5\ngini = 0.146\nsamples = 63\nvalue = [5, 58]"] ;
579 -> 580 ;
581 [label="bail <= 0.5\ngini = 0.095\nsamples = 60\nvalue = [3, 57]"] ;
580 -> 581 ;
582 [label="nice <= 0.5\ngini = 0.065\nsamples = 59\nvalue = [2, 57]"] ;
581 -> 582 ;
583 [label="underpin <= 0.5\ngini = 0.034\nsamples = 58\nvalue = [1, 57]"] ;
582 -> 583 ;
584 [label="gini = 0.0\nsamples = 57\nvalue = [0, 57]"] ;
583 -> 584 ;
585 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]"] ;
583 -> 585 ;
586 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]"] ;
582 -> 586 ;
587 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]"] ;
581 -> 587 ;
588 [label="choic <= 0.5\ngini = 0.444\nsamples = 3\nvalue = [2, 1]"] ;
580 -> 588 ;
589 [label="gini = 0.0\nsamples = 2\nvalue = [2, 0]"] ;
588 -> 589 ;
590 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
588 -> 590 ;
591 [label="gini = 0.0\nsamples = 2\nvalue = [2, 0]"] ;
579 -> 591 ;
592 [label="gini = 0.0\nsamples = 2\nvalue = [2, 0]"] ;
578 -> 592 ;
593 [label="gini = 0.0\nsamples = 2\nvalue = [2, 0]"] ;
577 -> 593 ;
594 [label="gini = 0.0\nsamples = 2\nvalue = [2, 0]"] ;
576 -> 594 ;
595 [label="hard <= 0.5\ngini = 0.444\nsamples = 6\nvalue = [4, 2]"] ;
575 -> 595 ;
596 [label="gini = 0.0\nsamples = 4\nvalue = [4, 0]"] ;
595 -> 596 ;
597 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]"] ;
595 -> 597 ;
598 [label="ir <= 0.5\ngini = 0.408\nsamples = 7\nvalue = [5, 2]"] ;
574 -> 598 ;
599 [label="gini = 0.0\nsamples = 3\nvalue = [3, 0]"] ;
598 -> 599 ;
600 [label="aim <= 0.5\ngini = 0.5\nsamples = 4\nvalue = [2, 2]"] ;
598 -> 600 ;
601 [label="tini <= 0.5\ngini = 0.444\nsamples = 3\nvalue = [1, 2]"] ;
600 -> 601 ;
602 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
601 -> 602 ;
603 [label="gini = 0.5\nsamples = 2\nvalue = [1, 1]"] ;
601 -> 603 ;
604 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]"] ;
600 -> 604 ;
605 [label="gini = 0.0\nsamples = 3\nvalue = [3, 0]"] ;
573 -> 605 ;
606 [label="sin <= 0.5\ngini = 0.252\nsamples = 27\nvalue = [23, 4]"] ;
4 -> 606 ;
607 [label="cri <= 1.5\ngini = 0.147\nsamples = 25\nvalue = [23, 2]"] ;
606 -> 607 ;
608 [label="men <= 1.5\ngini = 0.08\nsamples = 24\nvalue = [23, 1]"] ;
607 -> 608 ;
609 [label="gini = 0.0\nsamples = 23\nvalue = [23, 0]"] ;
608 -> 609 ;
610 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
608 -> 610 ;
611 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
607 -> 611 ;
612 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]"] ;
606 -> 612 ;
613 [label="compet <= 0.5\ngini = 0.375\nsamples = 64\nvalue = [16, 48]"] ;
3 -> 613 ;
614 [label="press <= 0.5\ngini = 0.335\nsamples = 61\nvalue = [13, 48]"] ;
613 -> 614 ;
615 [label="aggress <= 0.5\ngini = 0.303\nsamples = 59\nvalue = [11, 48]"] ;
614 -> 615 ;
616 [label="make <= 0.5\ngini = 0.266\nsamples = 57\nvalue = [9, 48]"] ;
615 -> 616 ;
617 [label="expens <= 0.5\ngini = 0.201\nsamples = 53\nvalue = [6, 47]"] ;
616 -> 617 ;
618 [label="critic <= 0.5\ngini = 0.145\nsamples = 51\nvalue = [4, 47]"] ;
617 -> 618 ;
619 [label="norm <= 0.5\ngini = 0.08\nsamples = 48\nvalue = [2, 46]"] ;
618 -> 619 ;
620 [label="favor <= 0.5\ngini = 0.042\nsamples = 47\nvalue = [1, 46]"] ;
619 -> 620 ;
621 [label="gini = 0.0\nsamples = 46\nvalue = [0, 46]"] ;
620 -> 621 ;
622 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]"] ;
620 -> 622 ;
623 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]"] ;
619 -> 623 ;
624 [label="low <= 0.5\ngini = 0.444\nsamples = 3\nvalue = [2, 1]"] ;
618 -> 624 ;
625 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
624 -> 625 ;
626 [label="gini = 0.0\nsamples = 2\nvalue = [2, 0]"] ;
624 -> 626 ;
627 [label="gini = 0.0\nsamples = 2\nvalue = [2, 0]"] ;
617 -> 627 ;
628 [label="enough <= 0.5\ngini = 0.375\nsamples = 4\nvalue = [3, 1]"] ;
616 -> 628 ;
629 [label="gini = 0.0\nsamples = 3\nvalue = [3, 0]"] ;
628 -> 629 ;
630 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
628 -> 630 ;
631 [label="gini = 0.0\nsamples = 2\nvalue = [2, 0]"] ;
615 -> 631 ;
632 [label="gini = 0.0\nsamples = 2\nvalue = [2, 0]"] ;
614 -> 632 ;
633 [label="gini = 0.0\nsamples = 3\nvalue = [3, 0]"] ;
613 -> 633 ;
634 [label="chang <= 0.5\ngini = 0.384\nsamples = 81\nvalue = [60, 21]"] ;
2 -> 634 ;
635 [label="see <= 0.5\ngini = 0.355\nsamples = 78\nvalue = [60, 18]"] ;
634 -> 635 ;
636 [label="come <= 0.5\ngini = 0.313\nsamples = 72\nvalue = [58, 14]"] ;
635 -> 636 ;
637 [label="rival <= 0.5\ngini = 0.257\nsamples = 66\nvalue = [56, 10]"] ;
636 -> 637 ;
638 [label="arc <= 0.5\ngini = 0.219\nsamples = 64\nvalue = [56, 8]"] ;
637 -> 638 ;
639 [label="error <= 0.5\ngini = 0.175\nsamples = 62\nvalue = [56, 6]"] ;
638 -> 639 ;
640 [label="hope <= 0.5\ngini = 0.124\nsamples = 60\nvalue = [56, 4]"] ;
639 -> 640 ;
641 [label="viciou <= 0.5\ngini = 0.067\nsamples = 58\nvalue = [56, 2]"] ;
640 -> 641 ;
642 [label="heir <= 1.5\ngini = 0.034\nsamples = 57\nvalue = [56, 1]"] ;
641 -> 642 ;
643 [label="gini = 0.0\nsamples = 56\nvalue = [56, 0]"] ;
642 -> 643 ;
644 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
642 -> 644 ;
645 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
641 -> 645 ;
646 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]"] ;
640 -> 646 ;
647 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]"] ;
639 -> 647 ;
648 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]"] ;
638 -> 648 ;
649 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]"] ;
637 -> 649 ;
650 [label="red <= 0.5\ngini = 0.444\nsamples = 6\nvalue = [2, 4]"] ;
636 -> 650 ;
651 [label="gini = 0.0\nsamples = 3\nvalue = [0, 3]"] ;
650 -> 651 ;
652 [label="parti <= 0.5\ngini = 0.444\nsamples = 3\nvalue = [2, 1]"] ;
650 -> 652 ;
653 [label="gini = 0.0\nsamples = 2\nvalue = [2, 0]"] ;
652 -> 653 ;
654 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
652 -> 654 ;
655 [label="ab <= 0.5\ngini = 0.444\nsamples = 6\nvalue = [2, 4]"] ;
635 -> 655 ;
656 [label="gini = 0.0\nsamples = 3\nvalue = [0, 3]"] ;
655 -> 656 ;
657 [label="distinguish <= 0.5\ngini = 0.444\nsamples = 3\nvalue = [2, 1]"] ;
655 -> 657 ;
658 [label="gini = 0.5\nsamples = 2\nvalue = [1, 1]"] ;
657 -> 658 ;
659 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]"] ;
657 -> 659 ;
660 [label="gini = 0.0\nsamples = 3\nvalue = [0, 3]"] ;
634 -> 660 ;
661 [label="public <= 0.5\ngini = 0.452\nsamples = 255\nvalue = [167, 88]"] ;
1 -> 661 ;
662 [label="plan <= 0.5\ngini = 0.427\nsamples = 230\nvalue = [159, 71]"] ;
661 -> 662 ;
663 [label="contract <= 0.5\ngini = 0.409\nsamples = 223\nvalue = [159, 64]"] ;
662 -> 663 ;
664 [label="ration <= 1.5\ngini = 0.398\nsamples = 219\nvalue = [159, 60]"] ;
663 -> 664 ;
665 [label="repres <= 0.5\ngini = 0.385\nsamples = 215\nvalue = [159, 56]"] ;
664 -> 665 ;
666 [label="gradual <= 0.5\ngini = 0.375\nsamples = 212\nvalue = [159, 53]"] ;
665 -> 666 ;
667 [label="tax <= 1.5\ngini = 0.364\nsamples = 209\nvalue = [159, 50]"] ;
666 -> 667 ;
668 [label="ship <= 0.5\ngini = 0.352\nsamples = 206\nvalue = [159, 47]"] ;
667 -> 668 ;
669 [label="power <= 0.5\ngini = 0.336\nsamples = 201\nvalue = [158, 43]"] ;
668 -> 669 ;
670 [label="way <= 0.5\ngini = 0.304\nsamples = 182\nvalue = [148, 34]"] ;
669 -> 670 ;
671 [label="cling <= 0.5\ngini = 0.274\nsamples = 171\nvalue = [143, 28]"] ;
670 -> 671 ;
672 [label="promot <= 0.5\ngini = 0.26\nsamples = 169\nvalue = [143, 26]"] ;
671 -> 672 ;
673 [label="eager <= 0.5\ngini = 0.246\nsamples = 167\nvalue = [143, 24]"] ;
672 -> 673 ;
674 [label="learn <= 0.5\ngini = 0.231\nsamples = 165\nvalue = [143, 22]"] ;
673 -> 674 ;
675 [label="avoid <= 0.5\ngini = 0.215\nsamples = 163\nvalue = [143, 20]"] ;
674 -> 675 ;
676 [label="board <= 0.5\ngini = 0.199\nsamples = 161\nvalue = [143, 18]"] ;
675 -> 676 ;
677 [label="stern <= 0.5\ngini = 0.181\nsamples = 159\nvalue = [143, 16]"] ;
676 -> 677 ;
678 [label="pension <= 0.5\ngini = 0.162\nsamples = 157\nvalue = [143, 14]"] ;
677 -> 678 ;
679 [label="miss <= 0.5\ngini = 0.144\nsamples = 154\nvalue = [142, 12]"] ;
678 -> 679 ;
680 [label="belt <= 0.5\ngini = 0.124\nsamples = 151\nvalue = [141, 10]"] ;
679 -> 680 ;
681 [label="struggl <= 0.5\ngini = 0.113\nsamples = 150\nvalue = [141, 9]"] ;
680 -> 681 ;
682 [label="spread <= 0.5\ngini = 0.102\nsamples = 149\nvalue = [141, 8]"] ;
681 -> 682 ;
683 [label="among <= 1.5\ngini = 0.09\nsamples = 148\nvalue = [141, 7]"] ;
682 -> 683 ;
684 [label="suppl <= 0.5\ngini = 0.078\nsamples = 147\nvalue = [141, 6]"] ;
683 -> 684 ;
685 [label="act <= 2.5\ngini = 0.066\nsamples = 146\nvalue = [141, 5]"] ;
684 -> 685 ;
686 [label="undesir <= 0.5\ngini = 0.054\nsamples = 145\nvalue = [141, 4]"] ;
685 -> 686 ;
687 [label="moor <= 0.5\ngini = 0.041\nsamples = 144\nvalue = [141, 3]"] ;
686 -> 687 ;
688 [label="inform <= 0.5\ngini = 0.028\nsamples = 143\nvalue = [141, 2]"] ;
687 -> 688 ;
689 [label="popular <= 0.5\ngini = 0.014\nsamples = 142\nvalue = [141, 1]"] ;
688 -> 689 ;
690 [label="gini = 0.0\nsamples = 140\nvalue = [140, 0]"] ;
689 -> 690 ;
691 [label="eas <= 0.5\ngini = 0.5\nsamples = 2\nvalue = [1, 1]"] ;
689 -> 691 ;
692 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
691 -> 692 ;
693 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]"] ;
691 -> 693 ;
694 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
688 -> 694 ;
695 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
687 -> 695 ;
696 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
686 -> 696 ;
697 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
685 -> 697 ;
698 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
684 -> 698 ;
699 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
683 -> 699 ;
700 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
682 -> 700 ;
701 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
681 -> 701 ;
702 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
680 -> 702 ;
703 [label="educ <= 0.5\ngini = 0.444\nsamples = 3\nvalue = [1, 2]"] ;
679 -> 703 ;
704 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]"] ;
703 -> 704 ;
705 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]"] ;
703 -> 705 ;
706 [label="er <= 4.5\ngini = 0.444\nsamples = 3\nvalue = [1, 2]"] ;
678 -> 706 ;
707 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]"] ;
706 -> 707 ;
708 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]"] ;
706 -> 708 ;
709 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]"] ;
677 -> 709 ;
710 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]"] ;
676 -> 710 ;
711 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]"] ;
675 -> 711 ;
712 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]"] ;
674 -> 712 ;
713 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]"] ;
673 -> 713 ;
714 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]"] ;
672 -> 714 ;
715 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]"] ;
671 -> 715 ;
716 [label="ali <= 0.5\ngini = 0.496\nsamples = 11\nvalue = [5, 6]"] ;
670 -> 716 ;
717 [label="best <= 0.5\ngini = 0.375\nsamples = 8\nvalue = [2, 6]"] ;
716 -> 717 ;
718 [label="gini = 0.0\nsamples = 6\nvalue = [0, 6]"] ;
717 -> 718 ;
719 [label="gini = 0.0\nsamples = 2\nvalue = [2, 0]"] ;
717 -> 719 ;
720 [label="gini = 0.0\nsamples = 3\nvalue = [3, 0]"] ;
716 -> 720 ;
721 [label="free <= 0.5\ngini = 0.499\nsamples = 19\nvalue = [10, 9]"] ;
669 -> 721 ;
722 [label="higher <= 0.5\ngini = 0.459\nsamples = 14\nvalue = [5, 9]"] ;
721 -> 722 ;
723 [label="ten <= 0.5\ngini = 0.375\nsamples = 12\nvalue = [3, 9]"] ;
722 -> 723 ;
724 [label="gini = 0.0\nsamples = 6\nvalue = [0, 6]"] ;
723 -> 724 ;
725 [label="regul <= 0.5\ngini = 0.5\nsamples = 6\nvalue = [3, 3]"] ;
723 -> 725 ;
726 [label="gini = 0.0\nsamples = 3\nvalue = [3, 0]"] ;
725 -> 726 ;
727 [label="gini = 0.0\nsamples = 3\nvalue = [0, 3]"] ;
725 -> 727 ;
728 [label="gini = 0.0\nsamples = 2\nvalue = [2, 0]"] ;
722 -> 728 ;
729 [label="gini = 0.0\nsamples = 5\nvalue = [5, 0]"] ;
721 -> 729 ;
730 [label="fed <= 0.5\ngini = 0.32\nsamples = 5\nvalue = [1, 4]"] ;
668 -> 730 ;
731 [label="gini = 0.0\nsamples = 4\nvalue = [0, 4]"] ;
730 -> 731 ;
732 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]"] ;
730 -> 732 ;
733 [label="gini = 0.0\nsamples = 3\nvalue = [0, 3]"] ;
667 -> 733 ;
734 [label="gini = 0.0\nsamples = 3\nvalue = [0, 3]"] ;
666 -> 734 ;
735 [label="gini = 0.0\nsamples = 3\nvalue = [0, 3]"] ;
665 -> 735 ;
736 [label="gini = 0.0\nsamples = 4\nvalue = [0, 4]"] ;
664 -> 736 ;
737 [label="gini = 0.0\nsamples = 4\nvalue = [0, 4]"] ;
663 -> 737 ;
738 [label="gini = 0.0\nsamples = 7\nvalue = [0, 7]"] ;
662 -> 738 ;
739 [label="job <= 0.5\ngini = 0.435\nsamples = 25\nvalue = [8, 17]"] ;
661 -> 739 ;
740 [label="port <= 1.5\ngini = 0.351\nsamples = 22\nvalue = [5, 17]"] ;
739 -> 740 ;
741 [label="ned <= 0.5\ngini = 0.255\nsamples = 20\nvalue = [3, 17]"] ;
740 -> 741 ;
742 [label="product <= 0.5\ngini = 0.105\nsamples = 18\nvalue = [1, 17]"] ;
741 -> 742 ;
743 [label="gini = 0.0\nsamples = 17\nvalue = [0, 17]"] ;
742 -> 743 ;
744 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]"] ;
742 -> 744 ;
745 [label="gini = 0.0\nsamples = 2\nvalue = [2, 0]"] ;
741 -> 745 ;
746 [label="gini = 0.0\nsamples = 2\nvalue = [2, 0]"] ;
740 -> 746 ;
747 [label="gini = 0.0\nsamples = 3\nvalue = [3, 0]"] ;
739 -> 747 ;
748 [label="ir <= 0.5\ngini = 0.311\nsamples = 78\nvalue = [15, 63]"] ;
0 -> 748 [labeldistance=2.5, labelangle=-45, headlabel="False"] ;
749 [label="divid <= 0.5\ngini = 0.171\nsamples = 53\nvalue = [5, 48]"] ;
748 -> 749 ;
750 [label="stabil <= 0.5\ngini = 0.077\nsamples = 50\nvalue = [2, 48]"] ;
749 -> 750 ;
751 [label="weapon <= 0.5\ngini = 0.04\nsamples = 49\nvalue = [1, 48]"] ;
750 -> 751 ;
752 [label="gini = 0.0\nsamples = 48\nvalue = [0, 48]"] ;
751 -> 752 ;
753 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]"] ;
751 -> 753 ;
754 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]"] ;
750 -> 754 ;
755 [label="gini = 0.0\nsamples = 3\nvalue = [3, 0]"] ;
749 -> 755 ;
756 [label="sin <= 0.5\ngini = 0.48\nsamples = 25\nvalue = [10, 15]"] ;
748 -> 756 ;
757 [label="art <= 0.5\ngini = 0.375\nsamples = 20\nvalue = [5, 15]"] ;
756 -> 757 ;
758 [label="summar <= 0.5\ngini = 0.208\nsamples = 17\nvalue = [2, 15]"] ;
757 -> 758 ;
759 [label="often <= 0.5\ngini = 0.117\nsamples = 16\nvalue = [1, 15]"] ;
758 -> 759 ;
760 [label="gini = 0.0\nsamples = 15\nvalue = [0, 15]"] ;
759 -> 760 ;
761 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]"] ;
759 -> 761 ;
762 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]"] ;
758 -> 762 ;
763 [label="gini = 0.0\nsamples = 3\nvalue = [3, 0]"] ;
757 -> 763 ;
764 [label="gini = 0.0\nsamples = 5\nvalue = [5, 0]"] ;
756 -> 764 ;
}