classification_tree_restaurantDf.dot

digraph Tree {
node [shape=box] ;
0 [label="BusinessParking.lot <= 1.5\ngini = 0.279\nsamples = 50520\nvalue = [8473, 42047]\nclass = 1"] ;
1 [label="BusinessParking.street <= 0.5\ngini = 0.249\nsamples = 41323\nvalue = [6013, 35310]\nclass = 1"] ;
0 -> 1 [labeldistance=2.5, labelangle=45, headlabel="True"] ;
2 [label="BusinessParking.lot <= 0.5\ngini = 0.279\nsamples = 32774\nvalue = [5485, 27289]\nclass = 1"] ;
1 -> 2 ;
3 [label="RestaurantsReservations <= 0.5\ngini = 0.335\nsamples = 17731\nvalue = [3778, 13953]\nclass = 1"] ;
2 -> 3 ;
4 [label="BusinessAcceptsCreditCards <= 0.5\ngini = 0.402\nsamples = 7999\nvalue = [2232, 5767]\nclass = 1"] ;
3 -> 4 ;
5 [label="RestaurantsDelivery <= 0.5\ngini = 0.171\nsamples = 467\nvalue = [44, 423]\nclass = 1"] ;
4 -> 5 ;
6 [label="GoodForKids <= 0.5\ngini = 0.131\nsamples = 383\nvalue = [27, 356]\nclass = 1"] ;
5 -> 6 ;
7 [label="BusinessParking.garage <= 0.5\ngini = 0.282\nsamples = 53\nvalue = [9, 44]\nclass = 1"] ;
6 -> 7 ;
8 [label="gini = 0.26\nsamples = 52\nvalue = [8, 44]\nclass = 1"] ;
7 -> 8 ;
9 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]\nclass = 0"] ;
7 -> 9 ;
10 [label="GoodForKids <= 1.5\ngini = 0.103\nsamples = 330\nvalue = [18, 312]\nclass = 1"] ;
6 -> 10 ;
11 [label="gini = 0.093\nsamples = 306\nvalue = [15, 291]\nclass = 1"] ;
10 -> 11 ;
12 [label="gini = 0.219\nsamples = 24\nvalue = [3, 21]\nclass = 1"] ;
10 -> 12 ;
13 [label="RestaurantsPriceRange2 <= 0.5\ngini = 0.323\nsamples = 84\nvalue = [17, 67]\nclass = 1"] ;
5 -> 13 ;
14 [label="GoodForKids <= 0.5\ngini = 0.183\nsamples = 49\nvalue = [5, 44]\nclass = 1"] ;
13 -> 14 ;
15 [label="gini = 0.444\nsamples = 3\nvalue = [2, 1]\nclass = 0"] ;
14 -> 15 ;
16 [label="gini = 0.122\nsamples = 46\nvalue = [3, 43]\nclass = 1"] ;
14 -> 16 ;
17 [label="OutdoorSeating <= 0.5\ngini = 0.451\nsamples = 35\nvalue = [12, 23]\nclass = 1"] ;
13 -> 17 ;
18 [label="gini = 0.49\nsamples = 21\nvalue = [9, 12]\nclass = 1"] ;
17 -> 18 ;
19 [label="gini = 0.337\nsamples = 14\nvalue = [3, 11]\nclass = 1"] ;
17 -> 19 ;
20 [label="OutdoorSeating <= 0.5\ngini = 0.412\nsamples = 7532\nvalue = [2188, 5344]\nclass = 1"] ;
4 -> 20 ;
21 [label="is_open <= 0.5\ngini = 0.434\nsamples = 5172\nvalue = [1643, 3529]\nclass = 1"] ;
20 -> 21 ;
22 [label="RestaurantsPriceRange2 <= 0.5\ngini = 0.361\nsamples = 942\nvalue = [223, 719]\nclass = 1"] ;
21 -> 22 ;
23 [label="gini = 0.326\nsamples = 537\nvalue = [110, 427]\nclass = 1"] ;
22 -> 23 ;
24 [label="gini = 0.402\nsamples = 405\nvalue = [113, 292]\nclass = 1"] ;
22 -> 24 ;
25 [label="BusinessAcceptsCreditCards <= 1.5\ngini = 0.446\nsamples = 4230\nvalue = [1420, 2810]\nclass = 1"] ;
21 -> 25 ;
26 [label="gini = 0.453\nsamples = 3950\nvalue = [1368, 2582]\nclass = 1"] ;
25 -> 26 ;
27 [label="gini = 0.302\nsamples = 280\nvalue = [52, 228]\nclass = 1"] ;
25 -> 27 ;
28 [label="OutdoorSeating <= 1.5\ngini = 0.355\nsamples = 2360\nvalue = [545, 1815]\nclass = 1"] ;
20 -> 28 ;
29 [label="BusinessParking.garage <= 0.5\ngini = 0.343\nsamples = 2007\nvalue = [442, 1565]\nclass = 1"] ;
28 -> 29 ;
30 [label="gini = 0.351\nsamples = 1874\nvalue = [426, 1448]\nclass = 1"] ;
29 -> 30 ;
31 [label="gini = 0.212\nsamples = 133\nvalue = [16, 117]\nclass = 1"] ;
29 -> 31 ;
32 [label="BusinessAcceptsCreditCards <= 1.5\ngini = 0.413\nsamples = 353\nvalue = [103, 250]\nclass = 1"] ;
28 -> 32 ;
33 [label="gini = 0.434\nsamples = 276\nvalue = [88, 188]\nclass = 1"] ;
32 -> 33 ;
34 [label="gini = 0.314\nsamples = 77\nvalue = [15, 62]\nclass = 1"] ;
32 -> 34 ;
35 [label="RestaurantsDelivery <= 0.5\ngini = 0.267\nsamples = 9732\nvalue = [1546, 8186]\nclass = 1"] ;
3 -> 35 ;
36 [label="is_open <= 0.5\ngini = 0.218\nsamples = 3955\nvalue = [493, 3462]\nclass = 1"] ;
35 -> 36 ;
37 [label="BusinessParking.valet <= 0.5\ngini = 0.304\nsamples = 1100\nvalue = [206, 894]\nclass = 1"] ;
36 -> 37 ;
38 [label="RestaurantsAttire <= 2.5\ngini = 0.32\nsamples = 1004\nvalue = [201, 803]\nclass = 1"] ;
37 -> 38 ;
39 [label="gini = 0.315\nsamples = 995\nvalue = [195, 800]\nclass = 1"] ;
38 -> 39 ;
40 [label="gini = 0.444\nsamples = 9\nvalue = [6, 3]\nclass = 0"] ;
38 -> 40 ;
41 [label="RestaurantsPriceRange2 <= 0.5\ngini = 0.099\nsamples = 96\nvalue = [5, 91]\nclass = 1"] ;
37 -> 41 ;
42 [label="gini = 0.5\nsamples = 2\nvalue = [1, 1]\nclass = 0"] ;
41 -> 42 ;
43 [label="gini = 0.081\nsamples = 94\nvalue = [4, 90]\nclass = 1"] ;
41 -> 43 ;
44 [label="RestaurantsTakeOut <= 0.5\ngini = 0.181\nsamples = 2855\nvalue = [287, 2568]\nclass = 1"] ;
36 -> 44 ;
45 [label="RestaurantsPriceRange2 <= 3.5\ngini = 0.108\nsamples = 789\nvalue = [45, 744]\nclass = 1"] ;
44 -> 45 ;
46 [label="gini = 0.093\nsamples = 715\nvalue = [35, 680]\nclass = 1"] ;
45 -> 46 ;
47 [label="gini = 0.234\nsamples = 74\nvalue = [10, 64]\nclass = 1"] ;
45 -> 47 ;
48 [label="RestaurantsPriceRange2 <= 3.5\ngini = 0.207\nsamples = 2066\nvalue = [242, 1824]\nclass = 1"] ;
44 -> 48 ;
49 [label="gini = 0.202\nsamples = 2035\nvalue = [232, 1803]\nclass = 1"] ;
48 -> 49 ;
50 [label="gini = 0.437\nsamples = 31\nvalue = [10, 21]\nclass = 1"] ;
48 -> 50 ;
51 [label="BusinessParking.validated <= 1.5\ngini = 0.298\nsamples = 5777\nvalue = [1053, 4724]\nclass = 1"] ;
35 -> 51 ;
52 [label="RestaurantsGoodForGroups <= 0.5\ngini = 0.307\nsamples = 5475\nvalue = [1037, 4438]\nclass = 1"] ;
51 -> 52 ;
53 [label="BusinessParking.garage <= 0.5\ngini = 0.423\nsamples = 168\nvalue = [51, 117]\nclass = 1"] ;
52 -> 53 ;
54 [label="gini = 0.413\nsamples = 165\nvalue = [48, 117]\nclass = 1"] ;
53 -> 54 ;
55 [label="gini = 0.0\nsamples = 3\nvalue = [3, 0]\nclass = 0"] ;
53 -> 55 ;
56 [label="BusinessAcceptsCreditCards <= 0.5\ngini = 0.303\nsamples = 5307\nvalue = [986, 4321]\nclass = 1"] ;
52 -> 56 ;
57 [label="gini = 0.206\nsamples = 249\nvalue = [29, 220]\nclass = 1"] ;
56 -> 57 ;
58 [label="gini = 0.307\nsamples = 5058\nvalue = [957, 4101]\nclass = 1"] ;
56 -> 58 ;
59 [label="RestaurantsPriceRange2 <= 2.5\ngini = 0.1\nsamples = 302\nvalue = [16, 286]\nclass = 1"] ;
51 -> 59 ;
60 [label="RestaurantsDelivery <= 1.5\ngini = 0.088\nsamples = 283\nvalue = [13, 270]\nclass = 1"] ;
59 -> 60 ;
61 [label="gini = 0.133\nsamples = 56\nvalue = [4, 52]\nclass = 1"] ;
60 -> 61 ;
62 [label="gini = 0.076\nsamples = 227\nvalue = [9, 218]\nclass = 1"] ;
60 -> 62 ;
63 [label="OutdoorSeating <= 1.0\ngini = 0.266\nsamples = 19\nvalue = [3, 16]\nclass = 1"] ;
59 -> 63 ;
64 [label="gini = 0.444\nsamples = 6\nvalue = [2, 4]\nclass = 1"] ;
63 -> 64 ;
65 [label="gini = 0.142\nsamples = 13\nvalue = [1, 12]\nclass = 1"] ;
63 -> 65 ;
66 [label="RestaurantsReservations <= 0.5\ngini = 0.201\nsamples = 15043\nvalue = [1707, 13336]\nclass = 1"] ;
2 -> 66 ;
67 [label="OutdoorSeating <= 0.5\ngini = 0.223\nsamples = 6947\nvalue = [886, 6061]\nclass = 1"] ;
66 -> 67 ;
68 [label="RestaurantsDelivery <= 0.5\ngini = 0.246\nsamples = 4020\nvalue = [577, 3443]\nclass = 1"] ;
67 -> 68 ;
69 [label="BusinessAcceptsCreditCards <= 0.5\ngini = 0.265\nsamples = 3043\nvalue = [479, 2564]\nclass = 1"] ;
68 -> 69 ;
70 [label="RestaurantsPriceRange2 <= 2.5\ngini = 0.086\nsamples = 156\nvalue = [7, 149]\nclass = 1"] ;
69 -> 70 ;
71 [label="gini = 0.075\nsamples = 154\nvalue = [6, 148]\nclass = 1"] ;
70 -> 71 ;
72 [label="gini = 0.5\nsamples = 2\nvalue = [1, 1]\nclass = 0"] ;
70 -> 72 ;
73 [label="RestaurantsPriceRange2 <= 0.5\ngini = 0.274\nsamples = 2887\nvalue = [472, 2415]\nclass = 1"] ;
69 -> 73 ;
74 [label="gini = 0.291\nsamples = 1726\nvalue = [305, 1421]\nclass = 1"] ;
73 -> 74 ;
75 [label="gini = 0.246\nsamples = 1161\nvalue = [167, 994]\nclass = 1"] ;
73 -> 75 ;
76 [label="BusinessParking.validated <= 0.5\ngini = 0.18\nsamples = 977\nvalue = [98, 879]\nclass = 1"] ;
68 -> 76 ;
77 [label="RestaurantsPriceRange2 <= 0.5\ngini = 0.179\nsamples = 976\nvalue = [97, 879]\nclass = 1"] ;
76 -> 77 ;
78 [label="gini = 0.146\nsamples = 592\nvalue = [47, 545]\nclass = 1"] ;
77 -> 78 ;
79 [label="gini = 0.227\nsamples = 384\nvalue = [50, 334]\nclass = 1"] ;
77 -> 79 ;
80 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]\nclass = 0"] ;
76 -> 80 ;
81 [label="GoodForKids <= 0.5\ngini = 0.189\nsamples = 2927\nvalue = [309, 2618]\nclass = 1"] ;
67 -> 81 ;
82 [label="RestaurantsAttire <= 0.5\ngini = 0.306\nsamples = 239\nvalue = [45, 194]\nclass = 1"] ;
81 -> 82 ;
83 [label="gini = 0.0\nsamples = 2\nvalue = [2, 0]\nclass = 0"] ;
82 -> 83 ;
84 [label="is_open <= 0.5\ngini = 0.297\nsamples = 237\nvalue = [43, 194]\nclass = 1"] ;
82 -> 84 ;
85 [label="gini = 0.408\nsamples = 70\nvalue = [20, 50]\nclass = 1"] ;
84 -> 85 ;
86 [label="gini = 0.238\nsamples = 167\nvalue = [23, 144]\nclass = 1"] ;
84 -> 86 ;
87 [label="RestaurantsDelivery <= 0.5\ngini = 0.177\nsamples = 2688\nvalue = [264, 2424]\nclass = 1"] ;
81 -> 87 ;
88 [label="GoodForKids <= 1.5\ngini = 0.185\nsamples = 2116\nvalue = [218, 1898]\nclass = 1"] ;
87 -> 88 ;
89 [label="gini = 0.184\nsamples = 2103\nvalue = [215, 1888]\nclass = 1"] ;
88 -> 89 ;
90 [label="gini = 0.355\nsamples = 13\nvalue = [3, 10]\nclass = 1"] ;
88 -> 90 ;
91 [label="is_open <= 0.5\ngini = 0.148\nsamples = 572\nvalue = [46, 526]\nclass = 1"] ;
87 -> 91 ;
92 [label="gini = 0.198\nsamples = 144\nvalue = [16, 128]\nclass = 1"] ;
91 -> 92 ;
93 [label="gini = 0.13\nsamples = 428\nvalue = [30, 398]\nclass = 1"] ;
91 -> 93 ;
94 [label="RestaurantsDelivery <= 1.5\ngini = 0.182\nsamples = 8096\nvalue = [821, 7275]\nclass = 1"] ;
66 -> 94 ;
95 [label="is_open <= 0.5\ngini = 0.165\nsamples = 5405\nvalue = [492, 4913]\nclass = 1"] ;
94 -> 95 ;
96 [label="BusinessAcceptsCreditCards <= 0.5\ngini = 0.237\nsamples = 1525\nvalue = [209, 1316]\nclass = 1"] ;
95 -> 96 ;
97 [label="GoodForKids <= 1.5\ngini = 0.5\nsamples = 6\nvalue = [3, 3]\nclass = 0"] ;
96 -> 97 ;
98 [label="gini = 0.48\nsamples = 5\nvalue = [3, 2]\nclass = 0"] ;
97 -> 98 ;
99 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]\nclass = 1"] ;
97 -> 99 ;
100 [label="RestaurantsAttire <= 2.5\ngini = 0.234\nsamples = 1519\nvalue = [206, 1313]\nclass = 1"] ;
96 -> 100 ;
101 [label="gini = 0.234\nsamples = 1518\nvalue = [205, 1313]\nclass = 1"] ;
100 -> 101 ;
102 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]\nclass = 0"] ;
100 -> 102 ;
103 [label="OutdoorSeating <= 1.5\ngini = 0.135\nsamples = 3880\nvalue = [283, 3597]\nclass = 1"] ;
95 -> 103 ;
104 [label="RestaurantsPriceRange2 <= 1.5\ngini = 0.141\nsamples = 3528\nvalue = [269, 3259]\nclass = 1"] ;
103 -> 104 ;
105 [label="gini = 0.146\nsamples = 3225\nvalue = [256, 2969]\nclass = 1"] ;
104 -> 105 ;
106 [label="gini = 0.082\nsamples = 303\nvalue = [13, 290]\nclass = 1"] ;
104 -> 106 ;
107 [label="RestaurantsTakeOut <= 0.5\ngini = 0.076\nsamples = 352\nvalue = [14, 338]\nclass = 1"] ;
103 -> 107 ;
108 [label="gini = 0.0\nsamples = 34\nvalue = [0, 34]\nclass = 1"] ;
107 -> 108 ;
109 [label="gini = 0.084\nsamples = 318\nvalue = [14, 304]\nclass = 1"] ;
107 -> 109 ;
110 [label="RestaurantsGoodForGroups <= 0.5\ngini = 0.215\nsamples = 2691\nvalue = [329, 2362]\nclass = 1"] ;
94 -> 110 ;
111 [label="OutdoorSeating <= 0.5\ngini = 0.5\nsamples = 8\nvalue = [4, 4]\nclass = 0"] ;
110 -> 111 ;
112 [label="gini = 0.0\nsamples = 2\nvalue = [2, 0]\nclass = 0"] ;
111 -> 112 ;
113 [label="RestaurantsTakeOut <= 1.5\ngini = 0.444\nsamples = 6\nvalue = [2, 4]\nclass = 1"] ;
111 -> 113 ;
114 [label="gini = 0.0\nsamples = 3\nvalue = [0, 3]\nclass = 1"] ;
113 -> 114 ;
115 [label="gini = 0.444\nsamples = 3\nvalue = [2, 1]\nclass = 0"] ;
113 -> 115 ;
116 [label="OutdoorSeating <= 1.5\ngini = 0.213\nsamples = 2683\nvalue = [325, 2358]\nclass = 1"] ;
110 -> 116 ;
117 [label="is_open <= 0.5\ngini = 0.26\nsamples = 696\nvalue = [107, 589]\nclass = 1"] ;
116 -> 117 ;
118 [label="gini = 0.184\nsamples = 225\nvalue = [23, 202]\nclass = 1"] ;
117 -> 118 ;
119 [label="gini = 0.293\nsamples = 471\nvalue = [84, 387]\nclass = 1"] ;
117 -> 119 ;
120 [label="RestaurantsTakeOut <= 1.5\ngini = 0.195\nsamples = 1987\nvalue = [218, 1769]\nclass = 1"] ;
116 -> 120 ;
121 [label="gini = 0.174\nsamples = 1278\nvalue = [123, 1155]\nclass = 1"] ;
120 -> 121 ;
122 [label="gini = 0.232\nsamples = 709\nvalue = [95, 614]\nclass = 1"] ;
120 -> 122 ;
123 [label="is_open <= 0.5\ngini = 0.116\nsamples = 8549\nvalue = [528, 8021]\nclass = 1"] ;
1 -> 123 ;
124 [label="BusinessAcceptsCreditCards <= 0.5\ngini = 0.177\nsamples = 2140\nvalue = [210, 1930]\nclass = 1"] ;
123 -> 124 ;
125 [label="RestaurantsTakeOut <= 1.5\ngini = 0.053\nsamples = 147\nvalue = [4, 143]\nclass = 1"] ;
124 -> 125 ;
126 [label="RestaurantsGoodForGroups <= 0.5\ngini = 0.034\nsamples = 117\nvalue = [2, 115]\nclass = 1"] ;
125 -> 126 ;
127 [label="OutdoorSeating <= 0.5\ngini = 0.105\nsamples = 36\nvalue = [2, 34]\nclass = 1"] ;
126 -> 127 ;
128 [label="GoodForKids <= 0.5\ngini = 0.147\nsamples = 25\nvalue = [2, 23]\nclass = 1"] ;
127 -> 128 ;
129 [label="gini = 0.0\nsamples = 8\nvalue = [0, 8]\nclass = 1"] ;
128 -> 129 ;
130 [label="gini = 0.208\nsamples = 17\nvalue = [2, 15]\nclass = 1"] ;
128 -> 130 ;
131 [label="gini = 0.0\nsamples = 11\nvalue = [0, 11]\nclass = 1"] ;
127 -> 131 ;
132 [label="gini = 0.0\nsamples = 81\nvalue = [0, 81]\nclass = 1"] ;
126 -> 132 ;
133 [label="OutdoorSeating <= 0.5\ngini = 0.124\nsamples = 30\nvalue = [2, 28]\nclass = 1"] ;
125 -> 133 ;
134 [label="gini = 0.0\nsamples = 9\nvalue = [0, 9]\nclass = 1"] ;
133 -> 134 ;
135 [label="RestaurantsDelivery <= 1.5\ngini = 0.172\nsamples = 21\nvalue = [2, 19]\nclass = 1"] ;
133 -> 135 ;
136 [label="gini = 0.0\nsamples = 3\nvalue = [0, 3]\nclass = 1"] ;
135 -> 136 ;
137 [label="RestaurantsReservations <= 1.0\ngini = 0.198\nsamples = 18\nvalue = [2, 16]\nclass = 1"] ;
135 -> 137 ;
138 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]\nclass = 1"] ;
137 -> 138 ;
139 [label="gini = 0.208\nsamples = 17\nvalue = [2, 15]\nclass = 1"] ;
137 -> 139 ;
140 [label="RestaurantsPriceRange2 <= 3.5\ngini = 0.185\nsamples = 1993\nvalue = [206, 1787]\nclass = 1"] ;
124 -> 140 ;
141 [label="BusinessParking.validated <= 1.5\ngini = 0.183\nsamples = 1977\nvalue = [201, 1776]\nclass = 1"] ;
140 -> 141 ;
142 [label="RestaurantsPriceRange2 <= 0.5\ngini = 0.186\nsamples = 1929\nvalue = [200, 1729]\nclass = 1"] ;
141 -> 142 ;
143 [label="GoodForKids <= 0.5\ngini = 0.154\nsamples = 524\nvalue = [44, 480]\nclass = 1"] ;
142 -> 143 ;
144 [label="gini = 0.343\nsamples = 41\nvalue = [9, 32]\nclass = 1"] ;
143 -> 144 ;
145 [label="gini = 0.134\nsamples = 483\nvalue = [35, 448]\nclass = 1"] ;
143 -> 145 ;
146 [label="BusinessParking.validated <= 0.5\ngini = 0.197\nsamples = 1405\nvalue = [156, 1249]\nclass = 1"] ;
142 -> 146 ;
147 [label="gini = 0.194\nsamples = 1386\nvalue = [151, 1235]\nclass = 1"] ;
146 -> 147 ;
148 [label="gini = 0.388\nsamples = 19\nvalue = [5, 14]\nclass = 1"] ;
146 -> 148 ;
149 [label="RestaurantsReservations <= 0.5\ngini = 0.041\nsamples = 48\nvalue = [1, 47]\nclass = 1"] ;
141 -> 149 ;
150 [label="RestaurantsTakeOut <= 0.5\ngini = 0.32\nsamples = 5\nvalue = [1, 4]\nclass = 1"] ;
149 -> 150 ;
151 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]\nclass = 0"] ;
150 -> 151 ;
152 [label="gini = 0.0\nsamples = 4\nvalue = [0, 4]\nclass = 1"] ;
150 -> 152 ;
153 [label="gini = 0.0\nsamples = 43\nvalue = [0, 43]\nclass = 1"] ;
149 -> 153 ;
154 [label="RestaurantsAttire <= 0.5\ngini = 0.43\nsamples = 16\nvalue = [5, 11]\nclass = 1"] ;
140 -> 154 ;
155 [label="GoodForKids <= 0.5\ngini = 0.298\nsamples = 11\nvalue = [2, 9]\nclass = 1"] ;
154 -> 155 ;
156 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]\nclass = 0"] ;
155 -> 156 ;
157 [label="OutdoorSeating <= 0.5\ngini = 0.18\nsamples = 10\nvalue = [1, 9]\nclass = 1"] ;
155 -> 157 ;
158 [label="gini = 0.375\nsamples = 4\nvalue = [1, 3]\nclass = 1"] ;
157 -> 158 ;
159 [label="gini = 0.0\nsamples = 6\nvalue = [0, 6]\nclass = 1"] ;
157 -> 159 ;
160 [label="GoodForKids <= 1.5\ngini = 0.48\nsamples = 5\nvalue = [3, 2]\nclass = 0"] ;
154 -> 160 ;
161 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]\nclass = 1"] ;
160 -> 161 ;
162 [label="gini = 0.0\nsamples = 3\nvalue = [3, 0]\nclass = 0"] ;
160 -> 162 ;
163 [label="RestaurantsTakeOut <= 1.5\ngini = 0.094\nsamples = 6409\nvalue = [318, 6091]\nclass = 1"] ;
123 -> 163 ;
164 [label="RestaurantsDelivery <= 0.5\ngini = 0.088\nsamples = 6106\nvalue = [283, 5823]\nclass = 1"] ;
163 -> 164 ;
165 [label="BusinessAcceptsCreditCards <= 0.5\ngini = 0.075\nsamples = 3933\nvalue = [154, 3779]\nclass = 1"] ;
164 -> 165 ;
166 [label="OutdoorSeating <= 1.5\ngini = 0.027\nsamples = 360\nvalue = [5, 355]\nclass = 1"] ;
165 -> 166 ;
167 [label="RestaurantsTakeOut <= 0.5\ngini = 0.018\nsamples = 327\nvalue = [3, 324]\nclass = 1"] ;
166 -> 167 ;
168 [label="gini = 0.093\nsamples = 41\nvalue = [2, 39]\nclass = 1"] ;
167 -> 168 ;
169 [label="gini = 0.007\nsamples = 286\nvalue = [1, 285]\nclass = 1"] ;
167 -> 169 ;
170 [label="RestaurantsPriceRange2 <= 0.5\ngini = 0.114\nsamples = 33\nvalue = [2, 31]\nclass = 1"] ;
166 -> 170 ;
171 [label="gini = 0.074\nsamples = 26\nvalue = [1, 25]\nclass = 1"] ;
170 -> 171 ;
172 [label="gini = 0.245\nsamples = 7\nvalue = [1, 6]\nclass = 1"] ;
170 -> 172 ;
173 [label="RestaurantsReservations <= 0.5\ngini = 0.08\nsamples = 3573\nvalue = [149, 3424]\nclass = 1"] ;
165 -> 173 ;
174 [label="BusinessParking.valet <= 0.5\ngini = 0.098\nsamples = 1447\nvalue = [75, 1372]\nclass = 1"] ;
173 -> 174 ;
175 [label="gini = 0.095\nsamples = 1427\nvalue = [71, 1356]\nclass = 1"] ;
174 -> 175 ;
176 [label="gini = 0.32\nsamples = 20\nvalue = [4, 16]\nclass = 1"] ;
174 -> 176 ;
177 [label="BusinessParking.validated <= 1.5\ngini = 0.067\nsamples = 2126\nvalue = [74, 2052]\nclass = 1"] ;
173 -> 177 ;
178 [label="gini = 0.072\nsamples = 1985\nvalue = [74, 1911]\nclass = 1"] ;
177 -> 178 ;
179 [label="gini = 0.0\nsamples = 141\nvalue = [0, 141]\nclass = 1"] ;
177 -> 179 ;
180 [label="RestaurantsAttire <= 0.5\ngini = 0.112\nsamples = 2173\nvalue = [129, 2044]\nclass = 1"] ;
164 -> 180 ;
181 [label="RestaurantsPriceRange2 <= 1.5\ngini = 0.084\nsamples = 977\nvalue = [43, 934]\nclass = 1"] ;
180 -> 181 ;
182 [label="BusinessParking.lot <= 0.5\ngini = 0.074\nsamples = 908\nvalue = [35, 873]\nclass = 1"] ;
181 -> 182 ;
183 [label="gini = 0.082\nsamples = 821\nvalue = [35, 786]\nclass = 1"] ;
182 -> 183 ;
184 [label="gini = 0.0\nsamples = 87\nvalue = [0, 87]\nclass = 1"] ;
182 -> 184 ;
185 [label="OutdoorSeating <= 1.5\ngini = 0.205\nsamples = 69\nvalue = [8, 61]\nclass = 1"] ;
181 -> 185 ;
186 [label="gini = 0.0\nsamples = 17\nvalue = [0, 17]\nclass = 1"] ;
185 -> 186 ;
187 [label="gini = 0.26\nsamples = 52\nvalue = [8, 44]\nclass = 1"] ;
185 -> 187 ;
188 [label="GoodForKids <= 1.5\ngini = 0.133\nsamples = 1196\nvalue = [86, 1110]\nclass = 1"] ;
180 -> 188 ;
189 [label="RestaurantsReservations <= 0.5\ngini = 0.129\nsamples = 1183\nvalue = [82, 1101]\nclass = 1"] ;
188 -> 189 ;
190 [label="gini = 0.101\nsamples = 545\nvalue = [29, 516]\nclass = 1"] ;
189 -> 190 ;
191 [label="gini = 0.152\nsamples = 638\nvalue = [53, 585]\nclass = 1"] ;
189 -> 191 ;
192 [label="OutdoorSeating <= 1.5\ngini = 0.426\nsamples = 13\nvalue = [4, 9]\nclass = 1"] ;
188 -> 192 ;
193 [label="gini = 0.298\nsamples = 11\nvalue = [2, 9]\nclass = 1"] ;
192 -> 193 ;
194 [label="gini = 0.0\nsamples = 2\nvalue = [2, 0]\nclass = 0"] ;
192 -> 194 ;
195 [label="RestaurantsAttire <= 2.5\ngini = 0.204\nsamples = 303\nvalue = [35, 268]\nclass = 1"] ;
163 -> 195 ;
196 [label="BusinessParking.validated <= 1.5\ngini = 0.2\nsamples = 302\nvalue = [34, 268]\nclass = 1"] ;
195 -> 196 ;
197 [label="RestaurantsDelivery <= 0.5\ngini = 0.215\nsamples = 277\nvalue = [34, 243]\nclass = 1"] ;
196 -> 197 ;
198 [label="gini = 0.0\nsamples = 17\nvalue = [0, 17]\nclass = 1"] ;
197 -> 198 ;
199 [label="RestaurantsDelivery <= 1.5\ngini = 0.227\nsamples = 260\nvalue = [34, 226]\nclass = 1"] ;
197 -> 199 ;
200 [label="gini = 0.444\nsamples = 6\nvalue = [2, 4]\nclass = 1"] ;
199 -> 200 ;
201 [label="gini = 0.22\nsamples = 254\nvalue = [32, 222]\nclass = 1"] ;
199 -> 201 ;
202 [label="gini = 0.0\nsamples = 25\nvalue = [0, 25]\nclass = 1"] ;
196 -> 202 ;
203 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]\nclass = 0"] ;
195 -> 203 ;
204 [label="RestaurantsReservations <= 0.5\ngini = 0.392\nsamples = 9197\nvalue = [2460, 6737]\nclass = 1"] ;
0 -> 204 [labeldistance=2.5, labelangle=-45, headlabel="False"] ;
205 [label="BusinessAcceptsCreditCards <= 0.5\ngini = 0.447\nsamples = 3730\nvalue = [1260, 2470]\nclass = 1"] ;
204 -> 205 ;
206 [label="RestaurantsTakeOut <= 1.5\ngini = 0.241\nsamples = 207\nvalue = [29, 178]\nclass = 1"] ;
205 -> 206 ;
207 [label="RestaurantsDelivery <= 0.5\ngini = 0.211\nsamples = 192\nvalue = [23, 169]\nclass = 1"] ;
206 -> 207 ;
208 [label="OutdoorSeating <= 1.5\ngini = 0.25\nsamples = 150\nvalue = [22, 128]\nclass = 1"] ;
207 -> 208 ;
209 [label="OutdoorSeating <= 0.5\ngini = 0.18\nsamples = 110\nvalue = [11, 99]\nclass = 1"] ;
208 -> 209 ;
210 [label="RestaurantsGoodForGroups <= 0.5\ngini = 0.226\nsamples = 77\nvalue = [10, 67]\nclass = 1"] ;
209 -> 210 ;
211 [label="gini = 0.33\nsamples = 24\nvalue = [5, 19]\nclass = 1"] ;
210 -> 211 ;
212 [label="gini = 0.171\nsamples = 53\nvalue = [5, 48]\nclass = 1"] ;
210 -> 212 ;
213 [label="RestaurantsGoodForGroups <= 0.5\ngini = 0.059\nsamples = 33\nvalue = [1, 32]\nclass = 1"] ;
209 -> 213 ;
214 [label="gini = 0.0\nsamples = 11\nvalue = [0, 11]\nclass = 1"] ;
213 -> 214 ;
215 [label="gini = 0.087\nsamples = 22\nvalue = [1, 21]\nclass = 1"] ;
213 -> 215 ;
216 [label="RestaurantsTakeOut <= 0.5\ngini = 0.399\nsamples = 40\nvalue = [11, 29]\nclass = 1"] ;
208 -> 216 ;
217 [label="RestaurantsGoodForGroups <= 0.5\ngini = 0.32\nsamples = 5\nvalue = [4, 1]\nclass = 0"] ;
216 -> 217 ;
218 [label="gini = 0.0\nsamples = 3\nvalue = [3, 0]\nclass = 0"] ;
217 -> 218 ;
219 [label="gini = 0.5\nsamples = 2\nvalue = [1, 1]\nclass = 0"] ;
217 -> 219 ;
220 [label="GoodForKids <= 0.5\ngini = 0.32\nsamples = 35\nvalue = [7, 28]\nclass = 1"] ;
216 -> 220 ;
221 [label="gini = 0.48\nsamples = 5\nvalue = [2, 3]\nclass = 1"] ;
220 -> 221 ;
222 [label="gini = 0.278\nsamples = 30\nvalue = [5, 25]\nclass = 1"] ;
220 -> 222 ;
223 [label="is_open <= 0.5\ngini = 0.046\nsamples = 42\nvalue = [1, 41]\nclass = 1"] ;
207 -> 223 ;
224 [label="RestaurantsPriceRange2 <= 0.5\ngini = 0.18\nsamples = 10\nvalue = [1, 9]\nclass = 1"] ;
223 -> 224 ;
225 [label="RestaurantsGoodForGroups <= 0.5\ngini = 0.375\nsamples = 4\nvalue = [1, 3]\nclass = 1"] ;
224 -> 225 ;
226 [label="gini = 0.5\nsamples = 2\nvalue = [1, 1]\nclass = 0"] ;
225 -> 226 ;
227 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]\nclass = 1"] ;
225 -> 227 ;
228 [label="gini = 0.0\nsamples = 6\nvalue = [0, 6]\nclass = 1"] ;
224 -> 228 ;
229 [label="gini = 0.0\nsamples = 32\nvalue = [0, 32]\nclass = 1"] ;
223 -> 229 ;
230 [label="RestaurantsDelivery <= 1.0\ngini = 0.48\nsamples = 15\nvalue = [6, 9]\nclass = 1"] ;
206 -> 230 ;
231 [label="RestaurantsAttire <= 0.5\ngini = 0.469\nsamples = 8\nvalue = [5, 3]\nclass = 0"] ;
230 -> 231 ;
232 [label="RestaurantsGoodForGroups <= 1.5\ngini = 0.375\nsamples = 4\nvalue = [1, 3]\nclass = 1"] ;
231 -> 232 ;
233 [label="RestaurantsGoodForGroups <= 0.5\ngini = 0.5\nsamples = 2\nvalue = [1, 1]\nclass = 0"] ;
232 -> 233 ;
234 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]\nclass = 1"] ;
233 -> 234 ;
235 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]\nclass = 0"] ;
233 -> 235 ;
236 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]\nclass = 1"] ;
232 -> 236 ;
237 [label="gini = 0.0\nsamples = 4\nvalue = [4, 0]\nclass = 0"] ;
231 -> 237 ;
238 [label="RestaurantsGoodForGroups <= 1.5\ngini = 0.245\nsamples = 7\nvalue = [1, 6]\nclass = 1"] ;
230 -> 238 ;
239 [label="gini = 0.0\nsamples = 6\nvalue = [0, 6]\nclass = 1"] ;
238 -> 239 ;
240 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]\nclass = 0"] ;
238 -> 240 ;
241 [label="BusinessAcceptsCreditCards <= 1.5\ngini = 0.455\nsamples = 3523\nvalue = [1231, 2292]\nclass = 1"] ;
205 -> 241 ;
242 [label="is_open <= 0.5\ngini = 0.469\nsamples = 2816\nvalue = [1057, 1759]\nclass = 1"] ;
241 -> 242 ;
243 [label="RestaurantsGoodForGroups <= 0.5\ngini = 0.41\nsamples = 407\nvalue = [117, 290]\nclass = 1"] ;
242 -> 243 ;
244 [label="GoodForKids <= 0.5\ngini = 0.483\nsamples = 91\nvalue = [37, 54]\nclass = 1"] ;
243 -> 244 ;
245 [label="OutdoorSeating <= 0.5\ngini = 0.483\nsamples = 22\nvalue = [13, 9]\nclass = 0"] ;
244 -> 245 ;
246 [label="gini = 0.391\nsamples = 15\nvalue = [11, 4]\nclass = 0"] ;
245 -> 246 ;
247 [label="gini = 0.408\nsamples = 7\nvalue = [2, 5]\nclass = 1"] ;
245 -> 247 ;
248 [label="RestaurantsPriceRange2 <= 3.0\ngini = 0.454\nsamples = 69\nvalue = [24, 45]\nclass = 1"] ;
244 -> 248 ;
249 [label="gini = 0.437\nsamples = 59\nvalue = [19, 40]\nclass = 1"] ;
248 -> 249 ;
250 [label="gini = 0.5\nsamples = 10\nvalue = [5, 5]\nclass = 0"] ;
248 -> 250 ;
251 [label="RestaurantsAttire <= 0.5\ngini = 0.378\nsamples = 316\nvalue = [80, 236]\nclass = 1"] ;
243 -> 251 ;
252 [label="RestaurantsTakeOut <= 1.5\ngini = 0.453\nsamples = 52\nvalue = [18, 34]\nclass = 1"] ;
251 -> 252 ;
253 [label="gini = 0.48\nsamples = 35\nvalue = [14, 21]\nclass = 1"] ;
252 -> 253 ;
254 [label="gini = 0.36\nsamples = 17\nvalue = [4, 13]\nclass = 1"] ;
252 -> 254 ;
255 [label="RestaurantsTakeOut <= 1.5\ngini = 0.359\nsamples = 264\nvalue = [62, 202]\nclass = 1"] ;
251 -> 255 ;
256 [label="gini = 0.351\nsamples = 251\nvalue = [57, 194]\nclass = 1"] ;
255 -> 256 ;
257 [label="gini = 0.473\nsamples = 13\nvalue = [5, 8]\nclass = 1"] ;
255 -> 257 ;
258 [label="OutdoorSeating <= 1.5\ngini = 0.476\nsamples = 2409\nvalue = [940, 1469]\nclass = 1"] ;
242 -> 258 ;
259 [label="OutdoorSeating <= 0.5\ngini = 0.466\nsamples = 1597\nvalue = [589, 1008]\nclass = 1"] ;
258 -> 259 ;
260 [label="RestaurantsGoodForGroups <= 0.5\ngini = 0.476\nsamples = 1224\nvalue = [478, 746]\nclass = 1"] ;
259 -> 260 ;
261 [label="gini = 0.496\nsamples = 303\nvalue = [138, 165]\nclass = 1"] ;
260 -> 261 ;
262 [label="gini = 0.466\nsamples = 921\nvalue = [340, 581]\nclass = 1"] ;
260 -> 262 ;
263 [label="RestaurantsPriceRange2 <= 0.5\ngini = 0.418\nsamples = 373\nvalue = [111, 262]\nclass = 1"] ;
259 -> 263 ;
264 [label="gini = 0.444\nsamples = 244\nvalue = [81, 163]\nclass = 1"] ;
263 -> 264 ;
265 [label="gini = 0.357\nsamples = 129\nvalue = [30, 99]\nclass = 1"] ;
263 -> 265 ;
266 [label="RestaurantsDelivery <= 1.5\ngini = 0.491\nsamples = 812\nvalue = [351, 461]\nclass = 1"] ;
258 -> 266 ;
267 [label="RestaurantsAttire <= 0.5\ngini = 0.496\nsamples = 678\nvalue = [307, 371]\nclass = 1"] ;
266 -> 267 ;
268 [label="gini = 0.5\nsamples = 229\nvalue = [112, 117]\nclass = 1"] ;
267 -> 268 ;
269 [label="gini = 0.491\nsamples = 449\nvalue = [195, 254]\nclass = 1"] ;
267 -> 269 ;
270 [label="RestaurantsTakeOut <= 0.5\ngini = 0.441\nsamples = 134\nvalue = [44, 90]\nclass = 1"] ;
266 -> 270 ;
271 [label="gini = 0.0\nsamples = 3\nvalue = [3, 0]\nclass = 0"] ;
270 -> 271 ;
272 [label="gini = 0.43\nsamples = 131\nvalue = [41, 90]\nclass = 1"] ;
270 -> 272 ;
273 [label="RestaurantsAttire <= 0.5\ngini = 0.371\nsamples = 707\nvalue = [174, 533]\nclass = 1"] ;
241 -> 273 ;
274 [label="RestaurantsPriceRange2 <= 1.5\ngini = 0.432\nsamples = 304\nvalue = [96, 208]\nclass = 1"] ;
273 -> 274 ;
275 [label="RestaurantsTakeOut <= 0.5\ngini = 0.343\nsamples = 82\nvalue = [18, 64]\nclass = 1"] ;
274 -> 275 ;
276 [label="RestaurantsPriceRange2 <= 0.5\ngini = 0.48\nsamples = 5\nvalue = [3, 2]\nclass = 0"] ;
275 -> 276 ;
277 [label="gini = 0.0\nsamples = 2\nvalue = [2, 0]\nclass = 0"] ;
276 -> 277 ;
278 [label="gini = 0.444\nsamples = 3\nvalue = [1, 2]\nclass = 1"] ;
276 -> 278 ;
279 [label="RestaurantsGoodForGroups <= 0.5\ngini = 0.314\nsamples = 77\nvalue = [15, 62]\nclass = 1"] ;
275 -> 279 ;
280 [label="gini = 0.444\nsamples = 15\nvalue = [5, 10]\nclass = 1"] ;
279 -> 280 ;
281 [label="gini = 0.271\nsamples = 62\nvalue = [10, 52]\nclass = 1"] ;
279 -> 281 ;
282 [label="OutdoorSeating <= 1.5\ngini = 0.456\nsamples = 222\nvalue = [78, 144]\nclass = 1"] ;
274 -> 282 ;
283 [label="RestaurantsGoodForGroups <= 0.5\ngini = 0.475\nsamples = 18\nvalue = [11, 7]\nclass = 0"] ;
282 -> 283 ;
284 [label="gini = 0.32\nsamples = 5\nvalue = [1, 4]\nclass = 1"] ;
283 -> 284 ;
285 [label="gini = 0.355\nsamples = 13\nvalue = [10, 3]\nclass = 0"] ;
283 -> 285 ;
286 [label="RestaurantsDelivery <= 0.5\ngini = 0.441\nsamples = 204\nvalue = [67, 137]\nclass = 1"] ;
282 -> 286 ;
287 [label="gini = 0.393\nsamples = 67\nvalue = [18, 49]\nclass = 1"] ;
286 -> 287 ;
288 [label="gini = 0.459\nsamples = 137\nvalue = [49, 88]\nclass = 1"] ;
286 -> 288 ;
289 [label="OutdoorSeating <= 1.5\ngini = 0.312\nsamples = 403\nvalue = [78, 325]\nclass = 1"] ;
273 -> 289 ;
290 [label="is_open <= 0.5\ngini = 0.263\nsamples = 231\nvalue = [36, 195]\nclass = 1"] ;
289 -> 290 ;
291 [label="RestaurantsGoodForGroups <= 0.5\ngini = 0.077\nsamples = 25\nvalue = [1, 24]\nclass = 1"] ;
290 -> 291 ;
292 [label="gini = 0.32\nsamples = 5\nvalue = [1, 4]\nclass = 1"] ;
291 -> 292 ;
293 [label="gini = 0.0\nsamples = 20\nvalue = [0, 20]\nclass = 1"] ;
291 -> 293 ;
294 [label="GoodForKids <= 0.5\ngini = 0.282\nsamples = 206\nvalue = [35, 171]\nclass = 1"] ;
290 -> 294 ;
295 [label="gini = 0.159\nsamples = 23\nvalue = [2, 21]\nclass = 1"] ;
294 -> 295 ;
296 [label="gini = 0.296\nsamples = 183\nvalue = [33, 150]\nclass = 1"] ;
294 -> 296 ;
297 [label="GoodForKids <= 1.5\ngini = 0.369\nsamples = 172\nvalue = [42, 130]\nclass = 1"] ;
289 -> 297 ;
298 [label="RestaurantsPriceRange2 <= 1.5\ngini = 0.352\nsamples = 145\nvalue = [33, 112]\nclass = 1"] ;
297 -> 298 ;
299 [label="gini = 0.384\nsamples = 112\nvalue = [29, 83]\nclass = 1"] ;
298 -> 299 ;
300 [label="gini = 0.213\nsamples = 33\nvalue = [4, 29]\nclass = 1"] ;
298 -> 300 ;
301 [label="is_open <= 0.5\ngini = 0.444\nsamples = 27\nvalue = [9, 18]\nclass = 1"] ;
297 -> 301 ;
302 [label="gini = 0.0\nsamples = 7\nvalue = [0, 7]\nclass = 1"] ;
301 -> 302 ;
303 [label="gini = 0.495\nsamples = 20\nvalue = [9, 11]\nclass = 1"] ;
301 -> 303 ;
304 [label="RestaurantsPriceRange2 <= 3.5\ngini = 0.343\nsamples = 5467\nvalue = [1200, 4267]\nclass = 1"] ;
204 -> 304 ;
305 [label="RestaurantsReservations <= 1.5\ngini = 0.299\nsamples = 2877\nvalue = [527, 2350]\nclass = 1"] ;
304 -> 305 ;
306 [label="RestaurantsPriceRange2 <= 1.5\ngini = 0.253\nsamples = 1132\nvalue = [168, 964]\nclass = 1"] ;
305 -> 306 ;
307 [label="OutdoorSeating <= 1.5\ngini = 0.269\nsamples = 931\nvalue = [149, 782]\nclass = 1"] ;
306 -> 307 ;
308 [label="RestaurantsTakeOut <= 0.5\ngini = 0.246\nsamples = 681\nvalue = [98, 583]\nclass = 1"] ;
307 -> 308 ;
309 [label="BusinessAcceptsCreditCards <= 1.5\ngini = 0.178\nsamples = 91\nvalue = [9, 82]\nclass = 1"] ;
308 -> 309 ;
310 [label="gini = 0.121\nsamples = 77\nvalue = [5, 72]\nclass = 1"] ;
309 -> 310 ;
311 [label="gini = 0.408\nsamples = 14\nvalue = [4, 10]\nclass = 1"] ;
309 -> 311 ;
312 [label="BusinessAcceptsCreditCards <= 1.5\ngini = 0.256\nsamples = 590\nvalue = [89, 501]\nclass = 1"] ;
308 -> 312 ;
313 [label="gini = 0.27\nsamples = 479\nvalue = [77, 402]\nclass = 1"] ;
312 -> 313 ;
314 [label="gini = 0.193\nsamples = 111\nvalue = [12, 99]\nclass = 1"] ;
312 -> 314 ;
315 [label="RestaurantsAttire <= 0.5\ngini = 0.325\nsamples = 250\nvalue = [51, 199]\nclass = 1"] ;
307 -> 315 ;
316 [label="RestaurantsPriceRange2 <= 0.5\ngini = 0.201\nsamples = 53\nvalue = [6, 47]\nclass = 1"] ;
315 -> 316 ;
317 [label="gini = 0.375\nsamples = 8\nvalue = [2, 6]\nclass = 1"] ;
316 -> 317 ;
318 [label="gini = 0.162\nsamples = 45\nvalue = [4, 41]\nclass = 1"] ;
316 -> 318 ;
319 [label="RestaurantsGoodForGroups <= 1.5\ngini = 0.352\nsamples = 197\nvalue = [45, 152]\nclass = 1"] ;
315 -> 319 ;
320 [label="gini = 0.336\nsamples = 192\nvalue = [41, 151]\nclass = 1"] ;
319 -> 320 ;
321 [label="gini = 0.32\nsamples = 5\nvalue = [4, 1]\nclass = 0"] ;
319 -> 321 ;
322 [label="GoodForKids <= 0.5\ngini = 0.171\nsamples = 201\nvalue = [19, 182]\nclass = 1"] ;
306 -> 322 ;
323 [label="BusinessAcceptsCreditCards <= 0.5\ngini = 0.09\nsamples = 85\nvalue = [4, 81]\nclass = 1"] ;
322 -> 323 ;
324 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]\nclass = 0"] ;
323 -> 324 ;
325 [label="RestaurantsTakeOut <= 0.5\ngini = 0.069\nsamples = 84\nvalue = [3, 81]\nclass = 1"] ;
323 -> 325 ;
326 [label="gini = 0.0\nsamples = 43\nvalue = [0, 43]\nclass = 1"] ;
325 -> 326 ;
327 [label="gini = 0.136\nsamples = 41\nvalue = [3, 38]\nclass = 1"] ;
325 -> 327 ;
328 [label="RestaurantsDelivery <= 1.5\ngini = 0.225\nsamples = 116\nvalue = [15, 101]\nclass = 1"] ;
322 -> 328 ;
329 [label="RestaurantsGoodForGroups <= 1.5\ngini = 0.273\nsamples = 86\nvalue = [14, 72]\nclass = 1"] ;
328 -> 329 ;
330 [label="gini = 0.235\nsamples = 81\nvalue = [11, 70]\nclass = 1"] ;
329 -> 330 ;
331 [label="gini = 0.48\nsamples = 5\nvalue = [3, 2]\nclass = 0"] ;
329 -> 331 ;
332 [label="BusinessAcceptsCreditCards <= 1.5\ngini = 0.064\nsamples = 30\nvalue = [1, 29]\nclass = 1"] ;
328 -> 332 ;
333 [label="gini = 0.0\nsamples = 16\nvalue = [0, 16]\nclass = 1"] ;
332 -> 333 ;
334 [label="gini = 0.133\nsamples = 14\nvalue = [1, 13]\nclass = 1"] ;
332 -> 334 ;
335 [label="GoodForKids <= 0.5\ngini = 0.327\nsamples = 1745\nvalue = [359, 1386]\nclass = 1"] ;
305 -> 335 ;
336 [label="RestaurantsDelivery <= 0.5\ngini = 0.468\nsamples = 102\nvalue = [38, 64]\nclass = 1"] ;
335 -> 336 ;
337 [label="BusinessAcceptsCreditCards <= 1.5\ngini = 0.236\nsamples = 22\nvalue = [3, 19]\nclass = 1"] ;
336 -> 337 ;
338 [label="RestaurantsGoodForGroups <= 0.5\ngini = 0.375\nsamples = 12\nvalue = [3, 9]\nclass = 1"] ;
337 -> 338 ;
339 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]\nclass = 0"] ;
338 -> 339 ;
340 [label="gini = 0.298\nsamples = 11\nvalue = [2, 9]\nclass = 1"] ;
338 -> 340 ;
341 [label="gini = 0.0\nsamples = 10\nvalue = [0, 10]\nclass = 1"] ;
337 -> 341 ;
342 [label="OutdoorSeating <= 1.5\ngini = 0.492\nsamples = 80\nvalue = [35, 45]\nclass = 1"] ;
336 -> 342 ;
343 [label="RestaurantsGoodForGroups <= 0.5\ngini = 0.393\nsamples = 26\nvalue = [7, 19]\nclass = 1"] ;
342 -> 343 ;
344 [label="gini = 0.48\nsamples = 10\nvalue = [4, 6]\nclass = 1"] ;
343 -> 344 ;
345 [label="gini = 0.305\nsamples = 16\nvalue = [3, 13]\nclass = 1"] ;
343 -> 345 ;
346 [label="is_open <= 0.5\ngini = 0.499\nsamples = 54\nvalue = [28, 26]\nclass = 0"] ;
342 -> 346 ;
347 [label="gini = 0.355\nsamples = 13\nvalue = [3, 10]\nclass = 1"] ;
346 -> 347 ;
348 [label="gini = 0.476\nsamples = 41\nvalue = [25, 16]\nclass = 0"] ;
346 -> 348 ;
349 [label="RestaurantsAttire <= 0.5\ngini = 0.314\nsamples = 1643\nvalue = [321, 1322]\nclass = 1"] ;
335 -> 349 ;
350 [label="RestaurantsDelivery <= 0.5\ngini = 0.292\nsamples = 1319\nvalue = [234, 1085]\nclass = 1"] ;
349 -> 350 ;
351 [label="BusinessAcceptsCreditCards <= 0.5\ngini = 0.163\nsamples = 123\nvalue = [11, 112]\nclass = 1"] ;
350 -> 351 ;
352 [label="gini = 0.408\nsamples = 7\nvalue = [2, 5]\nclass = 1"] ;
351 -> 352 ;
353 [label="gini = 0.143\nsamples = 116\nvalue = [9, 107]\nclass = 1"] ;
351 -> 353 ;
354 [label="RestaurantsGoodForGroups <= 1.5\ngini = 0.303\nsamples = 1196\nvalue = [223, 973]\nclass = 1"] ;
350 -> 354 ;
355 [label="gini = 0.399\nsamples = 138\nvalue = [38, 100]\nclass = 1"] ;
354 -> 355 ;
356 [label="gini = 0.289\nsamples = 1058\nvalue = [185, 873]\nclass = 1"] ;
354 -> 356 ;
357 [label="OutdoorSeating <= 0.5\ngini = 0.393\nsamples = 324\nvalue = [87, 237]\nclass = 1"] ;
349 -> 357 ;
358 [label="RestaurantsPriceRange2 <= 0.5\ngini = 0.449\nsamples = 91\nvalue = [31, 60]\nclass = 1"] ;
357 -> 358 ;
359 [label="gini = 0.497\nsamples = 37\nvalue = [17, 20]\nclass = 1"] ;
358 -> 359 ;
360 [label="gini = 0.384\nsamples = 54\nvalue = [14, 40]\nclass = 1"] ;
358 -> 360 ;
361 [label="RestaurantsPriceRange2 <= 2.5\ngini = 0.365\nsamples = 233\nvalue = [56, 177]\nclass = 1"] ;
357 -> 361 ;
362 [label="gini = 0.362\nsamples = 232\nvalue = [55, 177]\nclass = 1"] ;
361 -> 362 ;
363 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]\nclass = 0"] ;
361 -> 363 ;
364 [label="RestaurantsTakeOut <= 1.5\ngini = 0.385\nsamples = 2590\nvalue = [673, 1917]\nclass = 1"] ;
304 -> 364 ;
365 [label="GoodForKids <= 0.5\ngini = 0.344\nsamples = 621\nvalue = [137, 484]\nclass = 1"] ;
364 -> 365 ;
366 [label="RestaurantsGoodForGroups <= 1.5\ngini = 0.456\nsamples = 57\nvalue = [20, 37]\nclass = 1"] ;
365 -> 366 ;
367 [label="RestaurantsAttire <= 1.5\ngini = 0.43\nsamples = 48\nvalue = [15, 33]\nclass = 1"] ;
366 -> 367 ;
368 [label="BusinessAcceptsCreditCards <= 0.5\ngini = 0.444\nsamples = 45\nvalue = [15, 30]\nclass = 1"] ;
367 -> 368 ;
369 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]\nclass = 0"] ;
368 -> 369 ;
370 [label="gini = 0.434\nsamples = 44\nvalue = [14, 30]\nclass = 1"] ;
368 -> 370 ;
371 [label="gini = 0.0\nsamples = 3\nvalue = [0, 3]\nclass = 1"] ;
367 -> 371 ;
372 [label="BusinessAcceptsCreditCards <= 1.5\ngini = 0.494\nsamples = 9\nvalue = [5, 4]\nclass = 0"] ;
366 -> 372 ;
373 [label="RestaurantsDelivery <= 0.5\ngini = 0.32\nsamples = 5\nvalue = [4, 1]\nclass = 0"] ;
372 -> 373 ;
374 [label="gini = 0.0\nsamples = 2\nvalue = [2, 0]\nclass = 0"] ;
373 -> 374 ;
375 [label="gini = 0.444\nsamples = 3\nvalue = [2, 1]\nclass = 0"] ;
373 -> 375 ;
376 [label="RestaurantsAttire <= 0.5\ngini = 0.375\nsamples = 4\nvalue = [1, 3]\nclass = 1"] ;
372 -> 376 ;
377 [label="gini = 0.444\nsamples = 3\nvalue = [1, 2]\nclass = 1"] ;
376 -> 377 ;
378 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]\nclass = 1"] ;
376 -> 378 ;
379 [label="OutdoorSeating <= 0.5\ngini = 0.329\nsamples = 564\nvalue = [117, 447]\nclass = 1"] ;
365 -> 379 ;
380 [label="RestaurantsDelivery <= 1.5\ngini = 0.449\nsamples = 53\nvalue = [18, 35]\nclass = 1"] ;
379 -> 380 ;
381 [label="RestaurantsTakeOut <= 0.5\ngini = 0.287\nsamples = 23\nvalue = [4, 19]\nclass = 1"] ;
380 -> 381 ;
382 [label="gini = 0.5\nsamples = 2\nvalue = [1, 1]\nclass = 0"] ;
381 -> 382 ;
383 [label="gini = 0.245\nsamples = 21\nvalue = [3, 18]\nclass = 1"] ;
381 -> 383 ;
384 [label="RestaurantsAttire <= 0.5\ngini = 0.498\nsamples = 30\nvalue = [14, 16]\nclass = 1"] ;
380 -> 384 ;
385 [label="gini = 0.472\nsamples = 21\nvalue = [8, 13]\nclass = 1"] ;
384 -> 385 ;
386 [label="gini = 0.444\nsamples = 9\nvalue = [6, 3]\nclass = 0"] ;
384 -> 386 ;
387 [label="RestaurantsTakeOut <= 0.5\ngini = 0.312\nsamples = 511\nvalue = [99, 412]\nclass = 1"] ;
379 -> 387 ;
388 [label="is_open <= 0.5\ngini = 0.147\nsamples = 50\nvalue = [4, 46]\nclass = 1"] ;
387 -> 388 ;
389 [label="gini = 0.444\nsamples = 6\nvalue = [2, 4]\nclass = 1"] ;
388 -> 389 ;
390 [label="gini = 0.087\nsamples = 44\nvalue = [2, 42]\nclass = 1"] ;
388 -> 390 ;
391 [label="RestaurantsDelivery <= 0.5\ngini = 0.327\nsamples = 461\nvalue = [95, 366]\nclass = 1"] ;
387 -> 391 ;
392 [label="gini = 0.382\nsamples = 109\nvalue = [28, 81]\nclass = 1"] ;
391 -> 392 ;
393 [label="gini = 0.308\nsamples = 352\nvalue = [67, 285]\nclass = 1"] ;
391 -> 393 ;
394 [label="RestaurantsAttire <= 2.5\ngini = 0.396\nsamples = 1969\nvalue = [536, 1433]\nclass = 1"] ;
364 -> 394 ;
395 [label="BusinessAcceptsCreditCards <= 1.5\ngini = 0.396\nsamples = 1967\nvalue = [534, 1433]\nclass = 1"] ;
394 -> 395 ;
396 [label="RestaurantsDelivery <= 1.5\ngini = 0.347\nsamples = 371\nvalue = [83, 288]\nclass = 1"] ;
395 -> 396 ;
397 [label="OutdoorSeating <= 1.5\ngini = 0.427\nsamples = 68\nvalue = [21, 47]\nclass = 1"] ;
396 -> 397 ;
398 [label="gini = 0.0\nsamples = 6\nvalue = [0, 6]\nclass = 1"] ;
397 -> 398 ;
399 [label="gini = 0.448\nsamples = 62\nvalue = [21, 41]\nclass = 1"] ;
397 -> 399 ;
400 [label="RestaurantsAttire <= 0.5\ngini = 0.326\nsamples = 303\nvalue = [62, 241]\nclass = 1"] ;
396 -> 400 ;
401 [label="gini = 0.31\nsamples = 282\nvalue = [54, 228]\nclass = 1"] ;
400 -> 401 ;
402 [label="gini = 0.472\nsamples = 21\nvalue = [8, 13]\nclass = 1"] ;
400 -> 402 ;
403 [label="GoodForKids <= 1.5\ngini = 0.405\nsamples = 1596\nvalue = [451, 1145]\nclass = 1"] ;
395 -> 403 ;
404 [label="GoodForKids <= 0.5\ngini = 0.323\nsamples = 188\nvalue = [38, 150]\nclass = 1"] ;
403 -> 404 ;
405 [label="gini = 0.444\nsamples = 39\nvalue = [13, 26]\nclass = 1"] ;
404 -> 405 ;
406 [label="gini = 0.279\nsamples = 149\nvalue = [25, 124]\nclass = 1"] ;
404 -> 406 ;
407 [label="RestaurantsReservations <= 1.5\ngini = 0.415\nsamples = 1408\nvalue = [413, 995]\nclass = 1"] ;
403 -> 407 ;
408 [label="gini = 0.291\nsamples = 34\nvalue = [6, 28]\nclass = 1"] ;
407 -> 408 ;
409 [label="gini = 0.417\nsamples = 1374\nvalue = [407, 967]\nclass = 1"] ;
407 -> 409 ;
410 [label="gini = 0.0\nsamples = 2\nvalue = [2, 0]\nclass = 0"] ;
394 -> 410 ;
}