tree.dot

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1 [label="type <= 1.0\ngini = 0.02\nsamples = 13560\nvalue = [225, 21057]\nclass = s", fillcolor="#3b9ee5"] ;
0 -> 1 [labeldistance=2.5, labelangle=45, headlabel="True"] ;
2 [label="oldbalanceOrg <= 154.45\ngini = 0.0\nsamples = 13408\nvalue = [27, 20999]\nclass = s", fillcolor="#399de5"] ;
1 -> 2 ;
3 [label="gini = 0.0\nsamples = 3\nvalue = [4, 0]\nclass = i", fillcolor="#e58139"] ;
2 -> 3 ;
4 [label="oldbalanceOrg <= 42554.61\ngini = 0.0\nsamples = 13405\nvalue = [23, 20999]\nclass = s", fillcolor="#399de5"] ;
2 -> 4 ;
5 [label="step <= 37.9\ngini = 0.01\nsamples = 1620\nvalue = [17, 2503]\nclass = s", fillcolor="#3a9ee5"] ;
4 -> 5 ;
6 [label="oldbalanceOrg <= 1231.28\ngini = 0.47\nsamples = 19\nvalue = [13, 21]\nclass = s", fillcolor="#b4daf5"] ;
5 -> 6 ;
7 [label="gini = 0.0\nsamples = 14\nvalue = [0, 21]\nclass = s", fillcolor="#399de5"] ;
6 -> 7 ;
8 [label="gini = 0.0\nsamples = 5\nvalue = [13, 0]\nclass = i", fillcolor="#e58139"] ;
6 -> 8 ;
9 [label="newbalanceDest <= 1059.7\ngini = 0.0\nsamples = 1601\nvalue = [4, 2482]\nclass = s", fillcolor="#399de5"] ;
5 -> 9 ;
10 [label="newbalanceDest <= 0.39\ngini = 0.0\nsamples = 1495\nvalue = [2, 2314]\nclass = s", fillcolor="#399de5"] ;
9 -> 10 ;
11 [label="amount <= 91573.55\ngini = 0.0\nsamples = 1318\nvalue = [2, 2036]\nclass = s", fillcolor="#399de5"] ;
10 -> 11 ;
12 [label="gini = 0.0\nsamples = 1316\nvalue = [0, 2036]\nclass = s", fillcolor="#399de5"] ;
11 -> 12 ;
13 [label="gini = 0.0\nsamples = 2\nvalue = [2, 0]\nclass = i", fillcolor="#e58139"] ;
11 -> 13 ;
14 [label="gini = 0.0\nsamples = 177\nvalue = [0, 278]\nclass = s", fillcolor="#399de5"] ;
10 -> 14 ;
15 [label="newbalanceOrig <= 3311.96\ngini = 0.02\nsamples = 106\nvalue = [2, 168]\nclass = s", fillcolor="#3b9ee5"] ;
9 -> 15 ;
16 [label="gini = 0.0\nsamples = 105\nvalue = [0, 168]\nclass = s", fillcolor="#399de5"] ;
15 -> 16 ;
17 [label="gini = 0.0\nsamples = 1\nvalue = [2, 0]\nclass = i", fillcolor="#e58139"] ;
15 -> 17 ;
18 [label="oldbalanceDest <= 35873.68\ngini = 0.0\nsamples = 11785\nvalue = [6, 18496]\nclass = s", fillcolor="#399de5"] ;
4 -> 18 ;
19 [label="type <= 0.0\ngini = 0.0\nsamples = 11783\nvalue = [4, 18496]\nclass = s", fillcolor="#399de5"] ;
18 -> 19 ;
20 [label="step <= 15.0\ngini = 0.0\nsamples = 11604\nvalue = [4, 18221]\nclass = s", fillcolor="#399de5"] ;
19 -> 20 ;
21 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]\nclass = i", fillcolor="#e58139"] ;
20 -> 21 ;
22 [label="step <= 34.11\ngini = 0.0\nsamples = 11603\nvalue = [3, 18221]\nclass = s", fillcolor="#399de5"] ;
20 -> 22 ;
23 [label="step <= 33.89\ngini = 0.02\nsamples = 52\nvalue = [1, 82]\nclass = s", fillcolor="#3b9ee5"] ;
22 -> 23 ;
24 [label="gini = 0.0\nsamples = 51\nvalue = [0, 82]\nclass = s", fillcolor="#399de5"] ;
23 -> 24 ;
25 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]\nclass = i", fillcolor="#e58139"] ;
23 -> 25 ;
26 [label="newbalanceOrig <= 77608.66\ngini = 0.0\nsamples = 11551\nvalue = [2, 18139]\nclass = s", fillcolor="#399de5"] ;
22 -> 26 ;
27 [label="gini = 0.0\nsamples = 11032\nvalue = [0, 17326]\nclass = s", fillcolor="#399de5"] ;
26 -> 27 ;
28 [label="oldbalanceOrg <= 3546917.5\ngini = 0.0\nsamples = 519\nvalue = [2, 813]\nclass = s", fillcolor="#399de5"] ;
26 -> 28 ;
29 [label="gini = 0.0\nsamples = 1\nvalue = [2, 0]\nclass = i", fillcolor="#e58139"] ;
28 -> 29 ;
30 [label="gini = 0.0\nsamples = 518\nvalue = [0, 813]\nclass = s", fillcolor="#399de5"] ;
28 -> 30 ;
31 [label="gini = 0.0\nsamples = 179\nvalue = [0, 275]\nclass = s", fillcolor="#399de5"] ;
19 -> 31 ;
32 [label="gini = 0.0\nsamples = 2\nvalue = [2, 0]\nclass = i", fillcolor="#e58139"] ;
18 -> 32 ;
33 [label="newbalanceDest <= 39.6\ngini = 0.35\nsamples = 152\nvalue = [198, 58]\nclass = i", fillcolor="#eda673"] ;
1 -> 33 ;
34 [label="gini = 0.0\nsamples = 100\nvalue = [170, 0]\nclass = i", fillcolor="#e58139"] ;
33 -> 34 ;
35 [label="oldbalanceDest <= 20.23\ngini = 0.44\nsamples = 52\nvalue = [28, 58]\nclass = s", fillcolor="#99ccf2"] ;
33 -> 35 ;
36 [label="gini = 0.0\nsamples = 19\nvalue = [28, 0]\nclass = i", fillcolor="#e58139"] ;
35 -> 36 ;
37 [label="gini = 0.0\nsamples = 33\nvalue = [0, 58]\nclass = s", fillcolor="#399de5"] ;
35 -> 37 ;
38 [label="step <= 407.01\ngini = 0.45\nsamples = 43459\nvalue = [44859, 23910]\nclass = i", fillcolor="#f3c4a3"] ;
0 -> 38 [labeldistance=2.5, labelangle=-45, headlabel="False"] ;
39 [label="amount <= 808892.38\ngini = 0.4\nsamples = 36804\nvalue = [42413, 15771]\nclass = i", fillcolor="#efb083"] ;
38 -> 39 ;
40 [label="step <= 45.14\ngini = 0.3\nsamples = 30980\nvalue = [39933, 9033]\nclass = i", fillcolor="#eb9e66"] ;
39 -> 40 ;
41 [label="newbalanceDest <= 171380.73\ngini = 0.08\nsamples = 4329\nvalue = [6652, 275]\nclass = i", fillcolor="#e68641"] ;
40 -> 41 ;
42 [label="oldbalanceDest <= 24792.97\ngini = 0.34\nsamples = 595\nvalue = [730, 206]\nclass = i", fillcolor="#eca571"] ;
41 -> 42 ;
43 [label="newbalanceOrig <= 114.89\ngini = 0.06\nsamples = 288\nvalue = [430, 14]\nclass = i", fillcolor="#e6853f"] ;
42 -> 43 ;
44 [label="newbalanceDest <= 135816.38\ngini = 0.08\nsamples = 216\nvalue = [319, 14]\nclass = i", fillcolor="#e68742"] ;
43 -> 44 ;
45 [label="gini = 0.0\nsamples = 163\nvalue = [253, 0]\nclass = i", fillcolor="#e58139"] ;
44 -> 45 ;
46 [label="oldbalanceDest <= 79.61\ngini = 0.29\nsamples = 53\nvalue = [66, 14]\nclass = i", fillcolor="#eb9c63"] ;
44 -> 46 ;
47 [label="amount <= 137169.16\ngini = 0.3\nsamples = 49\nvalue = [61, 14]\nclass = i", fillcolor="#eb9e66"] ;
46 -> 47 ;
48 [label="gini = 0.34\nsamples = 10\nvalue = [3, 11]\nclass = s", fillcolor="#6fb8ec"] ;
47 -> 48 ;
49 [label="gini = 0.09\nsamples = 39\nvalue = [58, 3]\nclass = i", fillcolor="#e68843"] ;
47 -> 49 ;
50 [label="gini = 0.0\nsamples = 4\nvalue = [5, 0]\nclass = i", fillcolor="#e58139"] ;
46 -> 50 ;
51 [label="gini = 0.0\nsamples = 72\nvalue = [111, 0]\nclass = i", fillcolor="#e58139"] ;
43 -> 51 ;
52 [label="step <= 11.88\ngini = 0.48\nsamples = 307\nvalue = [300, 192]\nclass = i", fillcolor="#f6d2b8"] ;
42 -> 52 ;
53 [label="newbalanceOrig <= 2257.33\ngini = 0.43\nsamples = 87\nvalue = [42, 94]\nclass = s", fillcolor="#91c9f1"] ;
52 -> 53 ;
54 [label="newbalanceDest <= 110214.36\ngini = 0.37\nsamples = 80\nvalue = [31, 94]\nclass = s", fillcolor="#7abdee"] ;
53 -> 54 ;
55 [label="gini = 0.0\nsamples = 12\nvalue = [18, 0]\nclass = i", fillcolor="#e58139"] ;
54 -> 55 ;
56 [label="oldbalanceOrg <= 116.0\ngini = 0.21\nsamples = 68\nvalue = [13, 94]\nclass = s", fillcolor="#54abe9"] ;
54 -> 56 ;
57 [label="gini = 0.0\nsamples = 4\nvalue = [7, 0]\nclass = i", fillcolor="#e58139"] ;
56 -> 57 ;
58 [label="gini = 0.11\nsamples = 64\nvalue = [6, 94]\nclass = s", fillcolor="#46a3e7"] ;
56 -> 58 ;
59 [label="gini = 0.0\nsamples = 7\nvalue = [11, 0]\nclass = i", fillcolor="#e58139"] ;
53 -> 59 ;
60 [label="type <= 0.5\ngini = 0.4\nsamples = 220\nvalue = [258, 98]\nclass = i", fillcolor="#efb184"] ;
52 -> 60 ;
61 [label="gini = 0.0\nsamples = 12\nvalue = [18, 0]\nclass = i", fillcolor="#e58139"] ;
60 -> 61 ;
62 [label="oldbalanceOrg <= 716.49\ngini = 0.41\nsamples = 208\nvalue = [240, 98]\nclass = i", fillcolor="#f0b48a"] ;
60 -> 62 ;
63 [label="gini = 0.0\nsamples = 80\nvalue = [132, 0]\nclass = i", fillcolor="#e58139"] ;
62 -> 63 ;
64 [label="amount <= 17115.68\ngini = 0.5\nsamples = 128\nvalue = [108, 98]\nclass = i", fillcolor="#fdf3ed"] ;
62 -> 64 ;
65 [label="gini = 0.29\nsamples = 72\nvalue = [21, 98]\nclass = s", fillcolor="#63b2eb"] ;
64 -> 65 ;
66 [label="gini = 0.0\nsamples = 56\nvalue = [87, 0]\nclass = i", fillcolor="#e58139"] ;
64 -> 66 ;
67 [label="newbalanceDest <= 3188060.75\ngini = 0.02\nsamples = 3734\nvalue = [5922, 69]\nclass = i", fillcolor="#e5823b"] ;
41 -> 67 ;
68 [label="oldbalanceOrg <= 77374.33\ngini = 0.0\nsamples = 3085\nvalue = [4956, 8]\nclass = i", fillcolor="#e58139"] ;
67 -> 68 ;
69 [label="gini = 0.0\nsamples = 2595\nvalue = [4183, 0]\nclass = i", fillcolor="#e58139"] ;
68 -> 69 ;
70 [label="step <= 25.43\ngini = 0.02\nsamples = 490\nvalue = [773, 8]\nclass = i", fillcolor="#e5823b"] ;
68 -> 70 ;
71 [label="gini = 0.0\nsamples = 289\nvalue = [444, 0]\nclass = i", fillcolor="#e58139"] ;
70 -> 71 ;
72 [label="type <= 0.5\ngini = 0.05\nsamples = 201\nvalue = [329, 8]\nclass = i", fillcolor="#e6843e"] ;
70 -> 72 ;
73 [label="gini = 0.0\nsamples = 23\nvalue = [38, 0]\nclass = i", fillcolor="#e58139"] ;
72 -> 73 ;
74 [label="oldbalanceDest <= 1788315.5\ngini = 0.05\nsamples = 178\nvalue = [291, 8]\nclass = i", fillcolor="#e6843e"] ;
72 -> 74 ;
75 [label="gini = 0.0\nsamples = 156\nvalue = [262, 0]\nclass = i", fillcolor="#e58139"] ;
74 -> 75 ;
76 [label="gini = 0.34\nsamples = 22\nvalue = [29, 8]\nclass = i", fillcolor="#eca470"] ;
74 -> 76 ;
77 [label="step <= 36.01\ngini = 0.11\nsamples = 649\nvalue = [966, 61]\nclass = i", fillcolor="#e78946"] ;
67 -> 77 ;
78 [label="newbalanceDest <= 3407462.25\ngini = 0.01\nsamples = 432\nvalue = [691, 2]\nclass = i", fillcolor="#e5813a"] ;
77 -> 78 ;
79 [label="oldbalanceOrg <= 110673.37\ngini = 0.06\nsamples = 34\nvalue = [58, 2]\nclass = i", fillcolor="#e68540"] ;
78 -> 79 ;
80 [label="gini = 0.0\nsamples = 31\nvalue = [52, 0]\nclass = i", fillcolor="#e58139"] ;
79 -> 80 ;
81 [label="gini = 0.38\nsamples = 3\nvalue = [6, 2]\nclass = i", fillcolor="#eeab7b"] ;
79 -> 81 ;
82 [label="gini = 0.0\nsamples = 398\nvalue = [633, 0]\nclass = i", fillcolor="#e58139"] ;
78 -> 82 ;
83 [label="type <= 0.5\ngini = 0.29\nsamples = 217\nvalue = [275, 59]\nclass = i", fillcolor="#eb9c63"] ;
77 -> 83 ;
84 [label="gini = 0.0\nsamples = 31\nvalue = [48, 0]\nclass = i", fillcolor="#e58139"] ;
83 -> 84 ;
85 [label="oldbalanceDest <= 3480137.25\ngini = 0.33\nsamples = 186\nvalue = [227, 59]\nclass = i", fillcolor="#eca26c"] ;
83 -> 85 ;
86 [label="newbalanceOrig <= 2744.74\ngini = 0.49\nsamples = 68\nvalue = [43, 57]\nclass = s", fillcolor="#cee7f9"] ;
85 -> 86 ;
87 [label="gini = 0.48\nsamples = 64\nvalue = [38, 57]\nclass = s", fillcolor="#bddef6"] ;
86 -> 87 ;
88 [label="gini = 0.0\nsamples = 4\nvalue = [5, 0]\nclass = i", fillcolor="#e58139"] ;
86 -> 88 ;
89 [label="newbalanceDest <= 3656306.25\ngini = 0.02\nsamples = 118\nvalue = [184, 2]\nclass = i", fillcolor="#e5823b"] ;
85 -> 89 ;
90 [label="gini = 0.44\nsamples = 4\nvalue = [4, 2]\nclass = i", fillcolor="#f2c09c"] ;
89 -> 90 ;
91 [label="gini = 0.0\nsamples = 114\nvalue = [180, 0]\nclass = i", fillcolor="#e58139"] ;
89 -> 91 ;
92 [label="type <= 0.03\ngini = 0.33\nsamples = 26651\nvalue = [33281, 8758]\nclass = i", fillcolor="#eca26d"] ;
40 -> 92 ;
93 [label="newbalanceDest <= 101070.34\ngini = 0.1\nsamples = 3175\nvalue = [4748, 276]\nclass = i", fillcolor="#e78845"] ;
92 -> 93 ;
94 [label="newbalanceDest <= 30085.02\ngini = 0.44\nsamples = 268\nvalue = [135, 276]\nclass = s", fillcolor="#9acdf2"] ;
93 -> 94 ;
95 [label="oldbalanceOrg <= 349056.31\ngini = 0.22\nsamples = 58\nvalue = [12, 81]\nclass = s", fillcolor="#56ace9"] ;
94 -> 95 ;
96 [label="gini = 0.0\nsamples = 9\nvalue = [12, 0]\nclass = i", fillcolor="#e58139"] ;
95 -> 96 ;
97 [label="gini = 0.0\nsamples = 49\nvalue = [0, 81]\nclass = s", fillcolor="#399de5"] ;
95 -> 97 ;
98 [label="amount <= 435199.2\ngini = 0.47\nsamples = 210\nvalue = [123, 195]\nclass = s", fillcolor="#b6dbf5"] ;
94 -> 98 ;
99 [label="gini = 0.0\nsamples = 81\nvalue = [123, 0]\nclass = i", fillcolor="#e58139"] ;
98 -> 99 ;
100 [label="gini = 0.0\nsamples = 129\nvalue = [0, 195]\nclass = s", fillcolor="#399de5"] ;
98 -> 100 ;
101 [label="gini = 0.0\nsamples = 2907\nvalue = [4613, 0]\nclass = i", fillcolor="#e58139"] ;
93 -> 101 ;
102 [label="step <= 128.93\ngini = 0.35\nsamples = 23476\nvalue = [28533, 8482]\nclass = i", fillcolor="#eda674"] ;
92 -> 102 ;
103 [label="oldbalanceOrg <= 1522.18\ngini = 0.25\nsamples = 971\nvalue = [228, 1321]\nclass = s", fillcolor="#5baee9"] ;
102 -> 103 ;
104 [label="gini = 0.0\nsamples = 85\nvalue = [137, 0]\nclass = i", fillcolor="#e58139"] ;
103 -> 104 ;
105 [label="newbalanceDest <= 6449057.75\ngini = 0.12\nsamples = 886\nvalue = [91, 1321]\nclass = s", fillcolor="#47a4e7"] ;
103 -> 105 ;
106 [label="amount <= 1624.59\ngini = 0.11\nsamples = 883\nvalue = [84, 1321]\nclass = s", fillcolor="#46a3e7"] ;
105 -> 106 ;
107 [label="gini = 0.0\nsamples = 1\nvalue = [4, 0]\nclass = i", fillcolor="#e58139"] ;
106 -> 107 ;
108 [label="oldbalanceDest <= 2507315.5\ngini = 0.11\nsamples = 882\nvalue = [80, 1321]\nclass = s", fillcolor="#45a3e7"] ;
106 -> 108 ;
109 [label="gini = 0.14\nsamples = 591\nvalue = [70, 891]\nclass = s", fillcolor="#49a5e7"] ;
108 -> 109 ;
110 [label="gini = 0.04\nsamples = 291\nvalue = [10, 430]\nclass = s", fillcolor="#3e9fe6"] ;
108 -> 110 ;
111 [label="gini = 0.0\nsamples = 3\nvalue = [7, 0]\nclass = i", fillcolor="#e58139"] ;
105 -> 111 ;
112 [label="type <= 1.0\ngini = 0.32\nsamples = 22505\nvalue = [28305, 7161]\nclass = i", fillcolor="#eca16b"] ;
102 -> 112 ;
113 [label="gini = 0.0\nsamples = 142\nvalue = [0, 243]\nclass = s", fillcolor="#399de5"] ;
112 -> 113 ;
114 [label="amount <= 599966.25\ngini = 0.32\nsamples = 22363\nvalue = [28305, 6918]\nclass = i", fillcolor="#eba069"] ;
112 -> 114 ;
115 [label="step <= 141.1\ngini = 0.3\nsamples = 21985\nvalue = [28149, 6486]\nclass = i", fillcolor="#eb9e67"] ;
114 -> 115 ;
116 [label="oldbalanceOrg <= 129582.86\ngini = 0.12\nsamples = 1794\nvalue = [2629, 183]\nclass = i", fillcolor="#e78a47"] ;
115 -> 116 ;
117 [label="gini = 0.05\nsamples = 1575\nvalue = [2386, 67]\nclass = i", fillcolor="#e6853f"] ;
116 -> 117 ;
118 [label="gini = 0.44\nsamples = 219\nvalue = [243, 116]\nclass = i", fillcolor="#f1bd98"] ;
116 -> 118 ;
119 [label="newbalanceOrig <= 33.03\ngini = 0.32\nsamples = 20191\nvalue = [25520, 6303]\nclass = i", fillcolor="#eba06a"] ;
115 -> 119 ;
120 [label="gini = 0.34\nsamples = 18366\nvalue = [22657, 6303]\nclass = i", fillcolor="#eca470"] ;
119 -> 120 ;
121 [label="gini = 0.0\nsamples = 1825\nvalue = [2863, 0]\nclass = i", fillcolor="#e58139"] ;
119 -> 121 ;
122 [label="step <= 136.88\ngini = 0.39\nsamples = 378\nvalue = [156, 432]\nclass = s", fillcolor="#80c0ee"] ;
114 -> 122 ;
123 [label="oldbalanceOrg <= 621022.77\ngini = 0.09\nsamples = 13\nvalue = [19, 1]\nclass = i", fillcolor="#e68843"] ;
122 -> 123 ;
124 [label="gini = 0.0\nsamples = 12\nvalue = [19, 0]\nclass = i", fillcolor="#e58139"] ;
123 -> 124 ;
125 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]\nclass = s", fillcolor="#399de5"] ;
123 -> 125 ;
126 [label="amount <= 687852.62\ngini = 0.37\nsamples = 365\nvalue = [137, 431]\nclass = s", fillcolor="#78bced"] ;
122 -> 126 ;
127 [label="gini = 0.46\nsamples = 199\nvalue = [105, 192]\nclass = s", fillcolor="#a5d3f3"] ;
126 -> 127 ;
128 [label="gini = 0.21\nsamples = 166\nvalue = [32, 239]\nclass = s", fillcolor="#54aae8"] ;
126 -> 128 ;
129 [label="oldbalanceDest <= 1461896.69\ngini = 0.39\nsamples = 5824\nvalue = [2480, 6738]\nclass = s", fillcolor="#82c1ef"] ;
39 -> 129 ;
130 [label="type <= 0.5\ngini = 0.25\nsamples = 4481\nvalue = [1047, 6036]\nclass = s", fillcolor="#5baeea"] ;
129 -> 130 ;
131 [label="gini = 0.0\nsamples = 643\nvalue = [1036, 0]\nclass = i", fillcolor="#e58139"] ;
130 -> 131 ;
132 [label="amount <= 814880.0\ngini = 0.0\nsamples = 3838\nvalue = [11, 6036]\nclass = s", fillcolor="#399de5"] ;
130 -> 132 ;
133 [label="oldbalanceOrg <= 405463.09\ngini = 0.24\nsamples = 19\nvalue = [4, 25]\nclass = s", fillcolor="#59ade9"] ;
132 -> 133 ;
134 [label="gini = 0.0\nsamples = 2\nvalue = [4, 0]\nclass = i", fillcolor="#e58139"] ;
133 -> 134 ;
135 [label="gini = 0.0\nsamples = 17\nvalue = [0, 25]\nclass = s", fillcolor="#399de5"] ;
133 -> 135 ;
136 [label="amount <= 827420.59\ngini = 0.0\nsamples = 3819\nvalue = [7, 6011]\nclass = s", fillcolor="#399de5"] ;
132 -> 136 ;
137 [label="newbalanceDest <= 1441461.84\ngini = 0.07\nsamples = 30\nvalue = [2, 50]\nclass = s", fillcolor="#41a1e6"] ;
136 -> 137 ;
138 [label="oldbalanceOrg <= 422846.28\ngini = 0.04\nsamples = 29\nvalue = [1, 50]\nclass = s", fillcolor="#3d9fe6"] ;
137 -> 138 ;
139 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]\nclass = i", fillcolor="#e58139"] ;
138 -> 139 ;
140 [label="gini = 0.0\nsamples = 28\nvalue = [0, 50]\nclass = s", fillcolor="#399de5"] ;
138 -> 140 ;
141 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]\nclass = i", fillcolor="#e58139"] ;
137 -> 141 ;
142 [label="newbalanceDest <= 2225175.5\ngini = 0.0\nsamples = 3789\nvalue = [5, 5961]\nclass = s", fillcolor="#399de5"] ;
136 -> 142 ;
143 [label="oldbalanceOrg <= 443969.66\ngini = 0.0\nsamples = 1712\nvalue = [5, 2681]\nclass = s", fillcolor="#399de5"] ;
142 -> 143 ;
144 [label="gini = 0.0\nsamples = 3\nvalue = [5, 0]\nclass = i", fillcolor="#e58139"] ;
143 -> 144 ;
145 [label="gini = 0.0\nsamples = 1709\nvalue = [0, 2681]\nclass = s", fillcolor="#399de5"] ;
143 -> 145 ;
146 [label="gini = 0.0\nsamples = 2077\nvalue = [0, 3280]\nclass = s", fillcolor="#399de5"] ;
142 -> 146 ;
147 [label="step <= 45.01\ngini = 0.44\nsamples = 1343\nvalue = [1433, 702]\nclass = i", fillcolor="#f2bf9a"] ;
129 -> 147 ;
148 [label="newbalanceDest <= 3595675.5\ngini = 0.02\nsamples = 134\nvalue = [210, 2]\nclass = i", fillcolor="#e5823b"] ;
147 -> 148 ;
149 [label="type <= 0.5\ngini = 0.08\nsamples = 33\nvalue = [49, 2]\nclass = i", fillcolor="#e68641"] ;
148 -> 149 ;
150 [label="gini = 0.0\nsamples = 31\nvalue = [49, 0]\nclass = i", fillcolor="#e58139"] ;
149 -> 150 ;
151 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]\nclass = s", fillcolor="#399de5"] ;
149 -> 151 ;
152 [label="gini = 0.0\nsamples = 101\nvalue = [161, 0]\nclass = i", fillcolor="#e58139"] ;
148 -> 152 ;
153 [label="oldbalanceOrg <= 706524.12\ngini = 0.46\nsamples = 1209\nvalue = [1223, 700]\nclass = i", fillcolor="#f4c9aa"] ;
147 -> 153 ;
154 [label="gini = 0.0\nsamples = 776\nvalue = [1217, 0]\nclass = i", fillcolor="#e58139"] ;
153 -> 154 ;
155 [label="type <= 0.5\ngini = 0.02\nsamples = 433\nvalue = [6, 700]\nclass = s", fillcolor="#3b9ee5"] ;
153 -> 155 ;
156 [label="gini = 0.0\nsamples = 4\nvalue = [6, 0]\nclass = i", fillcolor="#e58139"] ;
155 -> 156 ;
157 [label="gini = 0.0\nsamples = 429\nvalue = [0, 700]\nclass = s", fillcolor="#399de5"] ;
155 -> 157 ;
158 [label="oldbalanceOrg <= 14605.14\ngini = 0.36\nsamples = 6655\nvalue = [2446, 8139]\nclass = s", fillcolor="#75baed"] ;
38 -> 158 ;
159 [label="type <= 0.5\ngini = 0.07\nsamples = 971\nvalue = [1474, 55]\nclass = i", fillcolor="#e68640"] ;
158 -> 159 ;
160 [label="gini = 0.0\nsamples = 235\nvalue = [343, 0]\nclass = i", fillcolor="#e58139"] ;
159 -> 160 ;
161 [label="amount <= 15018.76\ngini = 0.09\nsamples = 736\nvalue = [1131, 55]\nclass = i", fillcolor="#e68743"] ;
159 -> 161 ;
162 [label="oldbalanceOrg <= 5900.83\ngini = 0.5\nsamples = 62\nvalue = [52, 55]\nclass = s", fillcolor="#f4fafe"] ;
161 -> 162 ;
163 [label="gini = 0.0\nsamples = 25\nvalue = [44, 0]\nclass = i", fillcolor="#e58139"] ;
162 -> 163 ;
164 [label="oldbalanceDest <= 508117.09\ngini = 0.22\nsamples = 37\nvalue = [8, 55]\nclass = s", fillcolor="#56abe9"] ;
162 -> 164 ;
165 [label="oldbalanceDest <= 55270.13\ngini = 0.44\nsamples = 6\nvalue = [6, 3]\nclass = i", fillcolor="#f2c09c"] ;
164 -> 165 ;
166 [label="gini = 0.0\nsamples = 2\nvalue = [3, 0]\nclass = i", fillcolor="#e58139"] ;
165 -> 166 ;
167 [label="oldbalanceOrg <= 13780.96\ngini = 0.5\nsamples = 4\nvalue = [3, 3]\nclass = i", fillcolor="#ffffff"] ;
165 -> 167 ;
168 [label="gini = 0.0\nsamples = 3\nvalue = [3, 0]\nclass = i", fillcolor="#e58139"] ;
167 -> 168 ;
169 [label="gini = 0.0\nsamples = 1\nvalue = [0, 3]\nclass = s", fillcolor="#399de5"] ;
167 -> 169 ;
170 [label="step <= 508.33\ngini = 0.07\nsamples = 31\nvalue = [2, 52]\nclass = s", fillcolor="#41a1e6"] ;
164 -> 170 ;
171 [label="gini = 0.0\nsamples = 1\nvalue = [2, 0]\nclass = i", fillcolor="#e58139"] ;
170 -> 171 ;
172 [label="gini = 0.0\nsamples = 30\nvalue = [0, 52]\nclass = s", fillcolor="#399de5"] ;
170 -> 172 ;
173 [label="gini = 0.0\nsamples = 674\nvalue = [1079, 0]\nclass = i", fillcolor="#e58139"] ;
161 -> 173 ;
174 [label="oldbalanceOrg <= 62208.99\ngini = 0.19\nsamples = 5684\nvalue = [972, 8084]\nclass = s", fillcolor="#51a9e8"] ;
158 -> 174 ;
175 [label="amount <= 62878.31\ngini = 0.45\nsamples = 1026\nvalue = [554, 1058]\nclass = s", fillcolor="#a1d0f3"] ;
174 -> 175 ;
176 [label="amount <= 14707.3\ngini = 0.17\nsamples = 736\nvalue = [110, 1058]\nclass = s", fillcolor="#4ea7e8"] ;
175 -> 176 ;
177 [label="oldbalanceOrg <= 17092.82\ngini = 0.15\nsamples = 13\nvalue = [22, 2]\nclass = i", fillcolor="#e78c4b"] ;
176 -> 177 ;
178 [label="gini = 0.0\nsamples = 1\nvalue = [0, 2]\nclass = s", fillcolor="#399de5"] ;
177 -> 178 ;
179 [label="gini = 0.0\nsamples = 12\nvalue = [22, 0]\nclass = i", fillcolor="#e58139"] ;
177 -> 179 ;
180 [label="newbalanceDest <= 1665487.56\ngini = 0.14\nsamples = 723\nvalue = [88, 1056]\nclass = s", fillcolor="#49a5e7"] ;
176 -> 180 ;
181 [label="type <= 0.03\ngini = 0.12\nsamples = 714\nvalue = [74, 1056]\nclass = s", fillcolor="#47a4e7"] ;
180 -> 181 ;
182 [label="gini = 0.0\nsamples = 1\nvalue = [2, 0]\nclass = i", fillcolor="#e58139"] ;
181 -> 182 ;
183 [label="type <= 1.0\ngini = 0.12\nsamples = 713\nvalue = [72, 1056]\nclass = s", fillcolor="#46a4e7"] ;
181 -> 183 ;
184 [label="gini = 0.0\nsamples = 73\nvalue = [0, 118]\nclass = s", fillcolor="#399de5"] ;
183 -> 184 ;
185 [label="step <= 686.7\ngini = 0.13\nsamples = 640\nvalue = [72, 938]\nclass = s", fillcolor="#48a5e7"] ;
183 -> 185 ;
186 [label="gini = 0.12\nsamples = 634\nvalue = [67, 937]\nclass = s", fillcolor="#47a4e7"] ;
185 -> 186 ;
187 [label="gini = 0.28\nsamples = 6\nvalue = [5, 1]\nclass = i", fillcolor="#ea9a61"] ;
185 -> 187 ;
188 [label="gini = 0.0\nsamples = 9\nvalue = [14, 0]\nclass = i", fillcolor="#e58139"] ;
180 -> 188 ;
189 [label="gini = 0.0\nsamples = 290\nvalue = [444, 0]\nclass = i", fillcolor="#e58139"] ;
175 -> 189 ;
190 [label="newbalanceOrig <= 38.71\ngini = 0.11\nsamples = 4658\nvalue = [418, 7026]\nclass = s", fillcolor="#45a3e7"] ;
174 -> 190 ;
191 [label="oldbalanceDest <= 126.32\ngini = 0.05\nsamples = 4525\nvalue = [197, 7026]\nclass = s", fillcolor="#3fa0e6"] ;
190 -> 191 ;
192 [label="newbalanceDest <= 3710912.12\ngini = 0.08\nsamples = 894\nvalue = [59, 1422]\nclass = s", fillcolor="#41a1e6"] ;
191 -> 192 ;
193 [label="oldbalanceOrg <= 82487.36\ngini = 0.15\nsamples = 442\nvalue = [58, 670]\nclass = s", fillcolor="#4aa5e7"] ;
192 -> 193 ;
194 [label="gini = 0.0\nsamples = 8\nvalue = [13, 0]\nclass = i", fillcolor="#e58139"] ;
193 -> 194 ;
195 [label="type <= 0.15\ngini = 0.12\nsamples = 434\nvalue = [45, 670]\nclass = s", fillcolor="#46a4e7"] ;
193 -> 195 ;
196 [label="oldbalanceOrg <= 442983.78\ngini = 0.42\nsamples = 9\nvalue = [12, 5]\nclass = i", fillcolor="#f0b58b"] ;
195 -> 196 ;
197 [label="gini = 0.0\nsamples = 5\nvalue = [12, 0]\nclass = i", fillcolor="#e58139"] ;
196 -> 197 ;
198 [label="gini = 0.0\nsamples = 4\nvalue = [0, 5]\nclass = s", fillcolor="#399de5"] ;
196 -> 198 ;
199 [label="oldbalanceDest <= 5.72\ngini = 0.09\nsamples = 425\nvalue = [33, 665]\nclass = s", fillcolor="#43a2e6"] ;
195 -> 199 ;
200 [label="gini = 0.09\nsamples = 419\nvalue = [33, 657]\nclass = s", fillcolor="#43a2e6"] ;
199 -> 200 ;
201 [label="gini = 0.0\nsamples = 6\nvalue = [0, 8]\nclass = s", fillcolor="#399de5"] ;
199 -> 201 ;
202 [label="newbalanceDest <= 10412989.0\ngini = 0.0\nsamples = 452\nvalue = [1, 752]\nclass = s", fillcolor="#399de5"] ;
192 -> 202 ;
203 [label="gini = 0.0\nsamples = 451\nvalue = [0, 752]\nclass = s", fillcolor="#399de5"] ;
202 -> 203 ;
204 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]\nclass = i", fillcolor="#e58139"] ;
202 -> 204 ;
205 [label="oldbalanceOrg <= 301187.64\ngini = 0.05\nsamples = 3631\nvalue = [138, 5604]\nclass = s", fillcolor="#3e9fe6"] ;
191 -> 205 ;
206 [label="amount <= 300727.42\ngini = 0.14\nsamples = 1120\nvalue = [134, 1649]\nclass = s", fillcolor="#49a5e7"] ;
205 -> 206 ;
207 [label="type <= 0.5\ngini = 0.08\nsamples = 1084\nvalue = [76, 1649]\nclass = s", fillcolor="#42a2e6"] ;
206 -> 207 ;
208 [label="gini = 0.0\nsamples = 5\nvalue = [5, 0]\nclass = i", fillcolor="#e58139"] ;
207 -> 208 ;
209 [label="newbalanceDest <= 1527066.38\ngini = 0.08\nsamples = 1079\nvalue = [71, 1649]\nclass = s", fillcolor="#42a1e6"] ;
207 -> 209 ;
210 [label="gini = 0.12\nsamples = 593\nvalue = [61, 884]\nclass = s", fillcolor="#47a4e7"] ;
209 -> 210 ;
211 [label="gini = 0.03\nsamples = 486\nvalue = [10, 765]\nclass = s", fillcolor="#3c9ee5"] ;
209 -> 211 ;
212 [label="gini = 0.0\nsamples = 36\nvalue = [58, 0]\nclass = i", fillcolor="#e58139"] ;
206 -> 212 ;
213 [label="type <= 0.5\ngini = 0.0\nsamples = 2511\nvalue = [4, 3955]\nclass = s", fillcolor="#399de5"] ;
205 -> 213 ;
214 [label="gini = 0.0\nsamples = 2\nvalue = [3, 0]\nclass = i", fillcolor="#e58139"] ;
213 -> 214 ;
215 [label="amount <= 324350.86\ngini = 0.0\nsamples = 2509\nvalue = [1, 3955]\nclass = s", fillcolor="#399de5"] ;
213 -> 215 ;
216 [label="oldbalanceDest <= 1632556.38\ngini = 0.02\nsamples = 73\nvalue = [1, 117]\nclass = s", fillcolor="#3b9ee5"] ;
215 -> 216 ;
217 [label="gini = 0.0\nsamples = 50\nvalue = [0, 84]\nclass = s", fillcolor="#399de5"] ;
216 -> 217 ;
218 [label="gini = 0.06\nsamples = 23\nvalue = [1, 33]\nclass = s", fillcolor="#3fa0e6"] ;
216 -> 218 ;
219 [label="gini = 0.0\nsamples = 2436\nvalue = [0, 3838]\nclass = s", fillcolor="#399de5"] ;
215 -> 219 ;
220 [label="gini = 0.0\nsamples = 133\nvalue = [221, 0]\nclass = i", fillcolor="#e58139"] ;
190 -> 220 ;
}