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regr_tree_restaurantDf.dot
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digraph Tree {
node [shape=box] ;
0 [label="BusinessParking.garage <= 1.5\nmse = 0.14\nsamples = 50520\nvalue = 0.832"] ;
1 [label="BusinessParking.street <= 0.5\nmse = 0.124\nsamples = 41323\nvalue = 0.854"] ;
0 -> 1 [labeldistance=2.5, labelangle=45, headlabel="True"] ;
2 [label="BusinessParking.lot <= 0.5\nmse = 0.139\nsamples = 32774\nvalue = 0.833"] ;
1 -> 2 ;
3 [label="RestaurantsReservations <= 0.5\nmse = 0.168\nsamples = 17731\nvalue = 0.787"] ;
2 -> 3 ;
4 [label="BusinessAcceptsCreditCards <= 0.5\nmse = 0.201\nsamples = 7999\nvalue = 0.721"] ;
3 -> 4 ;
5 [label="RestaurantsDelivery <= 0.5\nmse = 0.085\nsamples = 467\nvalue = 0.906"] ;
4 -> 5 ;
6 [label="mse = 0.066\nsamples = 383\nvalue = 0.93"] ;
5 -> 6 ;
7 [label="mse = 0.161\nsamples = 84\nvalue = 0.798"] ;
5 -> 7 ;
8 [label="OutdoorSeating <= 0.5\nmse = 0.206\nsamples = 7532\nvalue = 0.71"] ;
4 -> 8 ;
9 [label="mse = 0.217\nsamples = 5172\nvalue = 0.682"] ;
8 -> 9 ;
10 [label="mse = 0.178\nsamples = 2360\nvalue = 0.769"] ;
8 -> 10 ;
11 [label="RestaurantsDelivery <= 0.5\nmse = 0.134\nsamples = 9732\nvalue = 0.841"] ;
3 -> 11 ;
12 [label="is_open <= 0.5\nmse = 0.109\nsamples = 3955\nvalue = 0.875"] ;
11 -> 12 ;
13 [label="mse = 0.152\nsamples = 1100\nvalue = 0.813"] ;
12 -> 13 ;
14 [label="mse = 0.09\nsamples = 2855\nvalue = 0.899"] ;
12 -> 14 ;
15 [label="BusinessParking.validated <= 1.5\nmse = 0.149\nsamples = 5777\nvalue = 0.818"] ;
11 -> 15 ;
16 [label="mse = 0.154\nsamples = 5475\nvalue = 0.811"] ;
15 -> 16 ;
17 [label="mse = 0.05\nsamples = 302\nvalue = 0.947"] ;
15 -> 17 ;
18 [label="RestaurantsReservations <= 0.5\nmse = 0.101\nsamples = 15043\nvalue = 0.887"] ;
2 -> 18 ;
19 [label="OutdoorSeating <= 0.5\nmse = 0.111\nsamples = 6947\nvalue = 0.872"] ;
18 -> 19 ;
20 [label="RestaurantsDelivery <= 0.5\nmse = 0.123\nsamples = 4020\nvalue = 0.856"] ;
19 -> 20 ;
21 [label="mse = 0.133\nsamples = 3043\nvalue = 0.843"] ;
20 -> 21 ;
22 [label="mse = 0.09\nsamples = 977\nvalue = 0.9"] ;
20 -> 22 ;
23 [label="GoodForKids <= 0.5\nmse = 0.094\nsamples = 2927\nvalue = 0.894"] ;
19 -> 23 ;
24 [label="mse = 0.153\nsamples = 239\nvalue = 0.812"] ;
23 -> 24 ;
25 [label="mse = 0.089\nsamples = 2688\nvalue = 0.902"] ;
23 -> 25 ;
26 [label="RestaurantsDelivery <= 1.5\nmse = 0.091\nsamples = 8096\nvalue = 0.899"] ;
18 -> 26 ;
27 [label="is_open <= 0.5\nmse = 0.083\nsamples = 5405\nvalue = 0.909"] ;
26 -> 27 ;
28 [label="mse = 0.118\nsamples = 1525\nvalue = 0.863"] ;
27 -> 28 ;
29 [label="mse = 0.068\nsamples = 3880\nvalue = 0.927"] ;
27 -> 29 ;
30 [label="RestaurantsGoodForGroups <= 0.5\nmse = 0.107\nsamples = 2691\nvalue = 0.878"] ;
26 -> 30 ;
31 [label="mse = 0.25\nsamples = 8\nvalue = 0.5"] ;
30 -> 31 ;
32 [label="mse = 0.106\nsamples = 2683\nvalue = 0.879"] ;
30 -> 32 ;
33 [label="is_open <= 0.5\nmse = 0.058\nsamples = 8549\nvalue = 0.938"] ;
1 -> 33 ;
34 [label="BusinessAcceptsCreditCards <= 0.5\nmse = 0.089\nsamples = 2140\nvalue = 0.902"] ;
33 -> 34 ;
35 [label="RestaurantsTakeOut <= 1.5\nmse = 0.026\nsamples = 147\nvalue = 0.973"] ;
34 -> 35 ;
36 [label="RestaurantsGoodForGroups <= 0.5\nmse = 0.017\nsamples = 117\nvalue = 0.983"] ;
35 -> 36 ;
37 [label="mse = 0.052\nsamples = 36\nvalue = 0.944"] ;
36 -> 37 ;
38 [label="mse = 0.0\nsamples = 81\nvalue = 1.0"] ;
36 -> 38 ;
39 [label="OutdoorSeating <= 0.5\nmse = 0.062\nsamples = 30\nvalue = 0.933"] ;
35 -> 39 ;
40 [label="mse = 0.0\nsamples = 9\nvalue = 1.0"] ;
39 -> 40 ;
41 [label="mse = 0.086\nsamples = 21\nvalue = 0.905"] ;
39 -> 41 ;
42 [label="RestaurantsPriceRange2 <= 3.5\nmse = 0.093\nsamples = 1993\nvalue = 0.897"] ;
34 -> 42 ;
43 [label="BusinessParking.validated <= 1.5\nmse = 0.091\nsamples = 1977\nvalue = 0.898"] ;
42 -> 43 ;
44 [label="mse = 0.093\nsamples = 1929\nvalue = 0.896"] ;
43 -> 44 ;
45 [label="mse = 0.02\nsamples = 48\nvalue = 0.979"] ;
43 -> 45 ;
46 [label="RestaurantsAttire <= 0.5\nmse = 0.215\nsamples = 16\nvalue = 0.688"] ;
42 -> 46 ;
47 [label="mse = 0.149\nsamples = 11\nvalue = 0.818"] ;
46 -> 47 ;
48 [label="mse = 0.24\nsamples = 5\nvalue = 0.4"] ;
46 -> 48 ;
49 [label="RestaurantsTakeOut <= 1.5\nmse = 0.047\nsamples = 6409\nvalue = 0.95"] ;
33 -> 49 ;
50 [label="RestaurantsDelivery <= 0.5\nmse = 0.044\nsamples = 6106\nvalue = 0.954"] ;
49 -> 50 ;
51 [label="BusinessAcceptsCreditCards <= 0.5\nmse = 0.038\nsamples = 3933\nvalue = 0.961"] ;
50 -> 51 ;
52 [label="mse = 0.014\nsamples = 360\nvalue = 0.986"] ;
51 -> 52 ;
53 [label="mse = 0.04\nsamples = 3573\nvalue = 0.958"] ;
51 -> 53 ;
54 [label="RestaurantsAttire <= 0.5\nmse = 0.056\nsamples = 2173\nvalue = 0.941"] ;
50 -> 54 ;
55 [label="mse = 0.042\nsamples = 977\nvalue = 0.956"] ;
54 -> 55 ;
56 [label="mse = 0.067\nsamples = 1196\nvalue = 0.928"] ;
54 -> 56 ;
57 [label="RestaurantsAttire <= 2.5\nmse = 0.102\nsamples = 303\nvalue = 0.884"] ;
49 -> 57 ;
58 [label="BusinessParking.validated <= 1.5\nmse = 0.1\nsamples = 302\nvalue = 0.887"] ;
57 -> 58 ;
59 [label="mse = 0.108\nsamples = 277\nvalue = 0.877"] ;
58 -> 59 ;
60 [label="mse = 0.0\nsamples = 25\nvalue = 1.0"] ;
58 -> 60 ;
61 [label="mse = 0.0\nsamples = 1\nvalue = 0.0"] ;
57 -> 61 ;
62 [label="RestaurantsReservations <= 0.5\nmse = 0.196\nsamples = 9197\nvalue = 0.733"] ;
0 -> 62 [labeldistance=2.5, labelangle=-45, headlabel="False"] ;
63 [label="BusinessAcceptsCreditCards <= 0.5\nmse = 0.224\nsamples = 3730\nvalue = 0.662"] ;
62 -> 63 ;
64 [label="RestaurantsTakeOut <= 1.5\nmse = 0.12\nsamples = 207\nvalue = 0.86"] ;
63 -> 64 ;
65 [label="RestaurantsDelivery <= 0.5\nmse = 0.105\nsamples = 192\nvalue = 0.88"] ;
64 -> 65 ;
66 [label="OutdoorSeating <= 1.5\nmse = 0.125\nsamples = 150\nvalue = 0.853"] ;
65 -> 66 ;
67 [label="mse = 0.09\nsamples = 110\nvalue = 0.9"] ;
66 -> 67 ;
68 [label="mse = 0.199\nsamples = 40\nvalue = 0.725"] ;
66 -> 68 ;
69 [label="is_open <= 0.5\nmse = 0.023\nsamples = 42\nvalue = 0.976"] ;
65 -> 69 ;
70 [label="mse = 0.09\nsamples = 10\nvalue = 0.9"] ;
69 -> 70 ;
71 [label="mse = 0.0\nsamples = 32\nvalue = 1.0"] ;
69 -> 71 ;
72 [label="RestaurantsDelivery <= 1.0\nmse = 0.24\nsamples = 15\nvalue = 0.6"] ;
64 -> 72 ;
73 [label="RestaurantsAttire <= 0.5\nmse = 0.234\nsamples = 8\nvalue = 0.375"] ;
72 -> 73 ;
74 [label="mse = 0.188\nsamples = 4\nvalue = 0.75"] ;
73 -> 74 ;
75 [label="mse = 0.0\nsamples = 4\nvalue = 0.0"] ;
73 -> 75 ;
76 [label="RestaurantsGoodForGroups <= 1.5\nmse = 0.122\nsamples = 7\nvalue = 0.857"] ;
72 -> 76 ;
77 [label="mse = 0.0\nsamples = 6\nvalue = 1.0"] ;
76 -> 77 ;
78 [label="mse = 0.0\nsamples = 1\nvalue = 0.0"] ;
76 -> 78 ;
79 [label="BusinessAcceptsCreditCards <= 1.5\nmse = 0.227\nsamples = 3523\nvalue = 0.651"] ;
63 -> 79 ;
80 [label="is_open <= 0.5\nmse = 0.234\nsamples = 2816\nvalue = 0.625"] ;
79 -> 80 ;
81 [label="RestaurantsGoodForGroups <= 0.5\nmse = 0.205\nsamples = 407\nvalue = 0.713"] ;
80 -> 81 ;
82 [label="mse = 0.241\nsamples = 91\nvalue = 0.593"] ;
81 -> 82 ;
83 [label="mse = 0.189\nsamples = 316\nvalue = 0.747"] ;
81 -> 83 ;
84 [label="OutdoorSeating <= 1.5\nmse = 0.238\nsamples = 2409\nvalue = 0.61"] ;
80 -> 84 ;
85 [label="mse = 0.233\nsamples = 1597\nvalue = 0.631"] ;
84 -> 85 ;
86 [label="mse = 0.245\nsamples = 812\nvalue = 0.568"] ;
84 -> 86 ;
87 [label="RestaurantsAttire <= 0.5\nmse = 0.186\nsamples = 707\nvalue = 0.754"] ;
79 -> 87 ;
88 [label="RestaurantsPriceRange2 <= 1.5\nmse = 0.216\nsamples = 304\nvalue = 0.684"] ;
87 -> 88 ;
89 [label="mse = 0.171\nsamples = 82\nvalue = 0.78"] ;
88 -> 89 ;
90 [label="mse = 0.228\nsamples = 222\nvalue = 0.649"] ;
88 -> 90 ;
91 [label="OutdoorSeating <= 1.5\nmse = 0.156\nsamples = 403\nvalue = 0.806"] ;
87 -> 91 ;
92 [label="mse = 0.132\nsamples = 231\nvalue = 0.844"] ;
91 -> 92 ;
93 [label="mse = 0.185\nsamples = 172\nvalue = 0.756"] ;
91 -> 93 ;
94 [label="RestaurantsPriceRange2 <= 3.5\nmse = 0.171\nsamples = 5467\nvalue = 0.781"] ;
62 -> 94 ;
95 [label="RestaurantsReservations <= 1.5\nmse = 0.15\nsamples = 2877\nvalue = 0.817"] ;
94 -> 95 ;
96 [label="RestaurantsPriceRange2 <= 1.5\nmse = 0.126\nsamples = 1132\nvalue = 0.852"] ;
95 -> 96 ;
97 [label="OutdoorSeating <= 1.5\nmse = 0.134\nsamples = 931\nvalue = 0.84"] ;
96 -> 97 ;
98 [label="mse = 0.123\nsamples = 681\nvalue = 0.856"] ;
97 -> 98 ;
99 [label="mse = 0.162\nsamples = 250\nvalue = 0.796"] ;
97 -> 99 ;
100 [label="GoodForKids <= 0.5\nmse = 0.086\nsamples = 201\nvalue = 0.905"] ;
96 -> 100 ;
101 [label="mse = 0.045\nsamples = 85\nvalue = 0.953"] ;
100 -> 101 ;
102 [label="mse = 0.113\nsamples = 116\nvalue = 0.871"] ;
100 -> 102 ;
103 [label="GoodForKids <= 0.5\nmse = 0.163\nsamples = 1745\nvalue = 0.794"] ;
95 -> 103 ;
104 [label="RestaurantsDelivery <= 0.5\nmse = 0.234\nsamples = 102\nvalue = 0.627"] ;
103 -> 104 ;
105 [label="mse = 0.118\nsamples = 22\nvalue = 0.864"] ;
104 -> 105 ;
106 [label="mse = 0.246\nsamples = 80\nvalue = 0.562"] ;
104 -> 106 ;
107 [label="RestaurantsAttire <= 0.5\nmse = 0.157\nsamples = 1643\nvalue = 0.805"] ;
103 -> 107 ;
108 [label="mse = 0.146\nsamples = 1319\nvalue = 0.823"] ;
107 -> 108 ;
109 [label="mse = 0.196\nsamples = 324\nvalue = 0.731"] ;
107 -> 109 ;
110 [label="RestaurantsTakeOut <= 1.5\nmse = 0.192\nsamples = 2590\nvalue = 0.74"] ;
94 -> 110 ;
111 [label="GoodForKids <= 0.5\nmse = 0.172\nsamples = 621\nvalue = 0.779"] ;
110 -> 111 ;
112 [label="RestaurantsGoodForGroups <= 1.5\nmse = 0.228\nsamples = 57\nvalue = 0.649"] ;
111 -> 112 ;
113 [label="mse = 0.215\nsamples = 48\nvalue = 0.688"] ;
112 -> 113 ;
114 [label="mse = 0.247\nsamples = 9\nvalue = 0.444"] ;
112 -> 114 ;
115 [label="OutdoorSeating <= 0.5\nmse = 0.164\nsamples = 564\nvalue = 0.793"] ;
111 -> 115 ;
116 [label="mse = 0.224\nsamples = 53\nvalue = 0.66"] ;
115 -> 116 ;
117 [label="mse = 0.156\nsamples = 511\nvalue = 0.806"] ;
115 -> 117 ;
118 [label="RestaurantsAttire <= 2.5\nmse = 0.198\nsamples = 1969\nvalue = 0.728"] ;
110 -> 118 ;
119 [label="BusinessAcceptsCreditCards <= 1.5\nmse = 0.198\nsamples = 1967\nvalue = 0.729"] ;
118 -> 119 ;
120 [label="mse = 0.174\nsamples = 371\nvalue = 0.776"] ;
119 -> 120 ;
121 [label="mse = 0.203\nsamples = 1596\nvalue = 0.717"] ;
119 -> 121 ;
122 [label="mse = 0.0\nsamples = 2\nvalue = 0.0"] ;
118 -> 122 ;
}