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949
stroke-prediction-visual-model.dot
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949
stroke-prediction-visual-model.dot
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digraph Tree {
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node [shape=box, style="filled, rounded", color="black", fontname="helvetica"] ;
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edge [fontname="helvetica"] ;
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0 [label="age <= 65.5\ngini = 0.093\nsamples = 3337\nvalue = [3174, 163]", fillcolor="#e68743"] ;
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1 [label="age <= 48.5\ngini = 0.043\nsamples = 2671\nvalue = [2612, 59]", fillcolor="#e6843d"] ;
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0 -> 1 [labeldistance=2.5, labelangle=45, headlabel="True"] ;
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2 [label="age <= 37.5\ngini = 0.012\nsamples = 1835\nvalue = [1824, 11]", fillcolor="#e5823a"] ;
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1 -> 2 ;
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3 [label="smoking_status_smokes <= 0.5\ngini = 0.002\nsamples = 1322\nvalue = [1321, 1]", fillcolor="#e58139"] ;
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2 -> 3 ;
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4 [label="gini = 0.0\nsamples = 1164\nvalue = [1164, 0]", fillcolor="#e58139"] ;
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3 -> 4 ;
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5 [label="age <= 31.5\ngini = 0.013\nsamples = 158\nvalue = [157, 1]", fillcolor="#e5823a"] ;
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3 -> 5 ;
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6 [label="gini = 0.0\nsamples = 116\nvalue = [116, 0]", fillcolor="#e58139"] ;
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5 -> 6 ;
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7 [label="avg_glucose_level <= 76.645\ngini = 0.046\nsamples = 42\nvalue = [41, 1]", fillcolor="#e6843e"] ;
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5 -> 7 ;
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8 [label="avg_glucose_level <= 75.285\ngini = 0.165\nsamples = 11\nvalue = [10, 1]", fillcolor="#e88e4d"] ;
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7 -> 8 ;
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9 [label="gini = 0.0\nsamples = 10\nvalue = [10, 0]", fillcolor="#e58139"] ;
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8 -> 9 ;
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10 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]", fillcolor="#399de5"] ;
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8 -> 10 ;
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11 [label="gini = 0.0\nsamples = 31\nvalue = [31, 0]", fillcolor="#e58139"] ;
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7 -> 11 ;
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12 [label="avg_glucose_level <= 86.965\ngini = 0.038\nsamples = 513\nvalue = [503, 10]", fillcolor="#e6843d"] ;
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2 -> 12 ;
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13 [label="avg_glucose_level <= 86.935\ngini = 0.069\nsamples = 225\nvalue = [217, 8]", fillcolor="#e68640"] ;
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12 -> 13 ;
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14 [label="avg_glucose_level <= 82.26\ngini = 0.061\nsamples = 224\nvalue = [217, 7]", fillcolor="#e6853f"] ;
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13 -> 14 ;
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15 [label="hypertension <= 0.5\ngini = 0.035\nsamples = 170\nvalue = [167, 3]", fillcolor="#e5833d"] ;
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14 -> 15 ;
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16 [label="age <= 44.5\ngini = 0.025\nsamples = 161\nvalue = [159, 2]", fillcolor="#e5833b"] ;
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15 -> 16 ;
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17 [label="gini = 0.0\nsamples = 97\nvalue = [97, 0]", fillcolor="#e58139"] ;
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16 -> 17 ;
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18 [label="smoking_status_never smoked <= 0.5\ngini = 0.061\nsamples = 64\nvalue = [62, 2]", fillcolor="#e6853f"] ;
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16 -> 18 ;
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19 [label="gini = 0.0\nsamples = 38\nvalue = [38, 0]", fillcolor="#e58139"] ;
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18 -> 19 ;
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20 [label="age <= 46.5\ngini = 0.142\nsamples = 26\nvalue = [24, 2]", fillcolor="#e78c49"] ;
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18 -> 20 ;
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21 [label="work_type_Private <= 0.5\ngini = 0.278\nsamples = 12\nvalue = [10, 2]", fillcolor="#ea9a61"] ;
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20 -> 21 ;
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22 [label="gini = 0.0\nsamples = 7\nvalue = [7, 0]", fillcolor="#e58139"] ;
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21 -> 22 ;
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23 [label="avg_glucose_level <= 79.6\ngini = 0.48\nsamples = 5\nvalue = [3, 2]", fillcolor="#f6d5bd"] ;
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21 -> 23 ;
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24 [label="bmi <= 29.05\ngini = 0.444\nsamples = 3\nvalue = [1, 2]", fillcolor="#9ccef2"] ;
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23 -> 24 ;
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25 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]", fillcolor="#e58139"] ;
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24 -> 25 ;
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26 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]", fillcolor="#399de5"] ;
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24 -> 26 ;
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27 [label="gini = 0.0\nsamples = 2\nvalue = [2, 0]", fillcolor="#e58139"] ;
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23 -> 27 ;
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28 [label="gini = 0.0\nsamples = 14\nvalue = [14, 0]", fillcolor="#e58139"] ;
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20 -> 28 ;
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29 [label="smoking_status_smokes <= 0.5\ngini = 0.198\nsamples = 9\nvalue = [8, 1]", fillcolor="#e89152"] ;
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15 -> 29 ;
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30 [label="gini = 0.0\nsamples = 8\nvalue = [8, 0]", fillcolor="#e58139"] ;
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29 -> 30 ;
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31 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]", fillcolor="#399de5"] ;
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29 -> 31 ;
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32 [label="avg_glucose_level <= 82.3\ngini = 0.137\nsamples = 54\nvalue = [50, 4]", fillcolor="#e78b49"] ;
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14 -> 32 ;
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33 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]", fillcolor="#399de5"] ;
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32 -> 33 ;
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34 [label="avg_glucose_level <= 83.425\ngini = 0.107\nsamples = 53\nvalue = [50, 3]", fillcolor="#e78945"] ;
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32 -> 34 ;
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35 [label="avg_glucose_level <= 83.19\ngini = 0.278\nsamples = 12\nvalue = [10, 2]", fillcolor="#ea9a61"] ;
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34 -> 35 ;
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36 [label="gini = 0.0\nsamples = 9\nvalue = [9, 0]", fillcolor="#e58139"] ;
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35 -> 36 ;
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37 [label="smoking_status_smokes <= 0.5\ngini = 0.444\nsamples = 3\nvalue = [1, 2]", fillcolor="#9ccef2"] ;
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35 -> 37 ;
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38 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]", fillcolor="#399de5"] ;
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37 -> 38 ;
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39 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]", fillcolor="#e58139"] ;
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37 -> 39 ;
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40 [label="age <= 47.5\ngini = 0.048\nsamples = 41\nvalue = [40, 1]", fillcolor="#e6843e"] ;
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34 -> 40 ;
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41 [label="gini = 0.0\nsamples = 37\nvalue = [37, 0]", fillcolor="#e58139"] ;
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40 -> 41 ;
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42 [label="avg_glucose_level <= 84.38\ngini = 0.375\nsamples = 4\nvalue = [3, 1]", fillcolor="#eeab7b"] ;
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40 -> 42 ;
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43 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]", fillcolor="#399de5"] ;
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42 -> 43 ;
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44 [label="gini = 0.0\nsamples = 3\nvalue = [3, 0]", fillcolor="#e58139"] ;
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42 -> 44 ;
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45 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]", fillcolor="#399de5"] ;
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13 -> 45 ;
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46 [label="bmi <= 45.45\ngini = 0.014\nsamples = 288\nvalue = [286, 2]", fillcolor="#e5823a"] ;
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12 -> 46 ;
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47 [label="age <= 38.5\ngini = 0.007\nsamples = 283\nvalue = [282, 1]", fillcolor="#e5813a"] ;
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46 -> 47 ;
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48 [label="smoking_status_formerly smoked <= 0.5\ngini = 0.074\nsamples = 26\nvalue = [25, 1]", fillcolor="#e68641"] ;
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47 -> 48 ;
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49 [label="gini = 0.0\nsamples = 20\nvalue = [20, 0]", fillcolor="#e58139"] ;
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48 -> 49 ;
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50 [label="bmi <= 30.35\ngini = 0.278\nsamples = 6\nvalue = [5, 1]", fillcolor="#ea9a61"] ;
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48 -> 50 ;
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51 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]", fillcolor="#399de5"] ;
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50 -> 51 ;
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52 [label="gini = 0.0\nsamples = 5\nvalue = [5, 0]", fillcolor="#e58139"] ;
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50 -> 52 ;
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53 [label="gini = 0.0\nsamples = 257\nvalue = [257, 0]", fillcolor="#e58139"] ;
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47 -> 53 ;
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54 [label="bmi <= 46.2\ngini = 0.32\nsamples = 5\nvalue = [4, 1]", fillcolor="#eca06a"] ;
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46 -> 54 ;
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55 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]", fillcolor="#399de5"] ;
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54 -> 55 ;
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56 [label="gini = 0.0\nsamples = 4\nvalue = [4, 0]", fillcolor="#e58139"] ;
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54 -> 56 ;
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57 [label="avg_glucose_level <= 100.97\ngini = 0.108\nsamples = 836\nvalue = [788, 48]", fillcolor="#e78945"] ;
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1 -> 57 ;
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58 [label="bmi <= 25.55\ngini = 0.068\nsamples = 482\nvalue = [465, 17]", fillcolor="#e68640"] ;
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57 -> 58 ;
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59 [label="gini = 0.0\nsamples = 81\nvalue = [81, 0]", fillcolor="#e58139"] ;
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58 -> 59 ;
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60 [label="bmi <= 30.4\ngini = 0.081\nsamples = 401\nvalue = [384, 17]", fillcolor="#e68742"] ;
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58 -> 60 ;
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61 [label="bmi <= 29.95\ngini = 0.121\nsamples = 185\nvalue = [173, 12]", fillcolor="#e78a47"] ;
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60 -> 61 ;
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62 [label="bmi <= 26.45\ngini = 0.071\nsamples = 162\nvalue = [156, 6]", fillcolor="#e68641"] ;
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61 -> 62 ;
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63 [label="avg_glucose_level <= 92.03\ngini = 0.204\nsamples = 26\nvalue = [23, 3]", fillcolor="#e89153"] ;
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62 -> 63 ;
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64 [label="gini = 0.0\nsamples = 21\nvalue = [21, 0]", fillcolor="#e58139"] ;
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63 -> 64 ;
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65 [label="bmi <= 26.25\ngini = 0.48\nsamples = 5\nvalue = [2, 3]", fillcolor="#bddef6"] ;
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63 -> 65 ;
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66 [label="work_type_Self-employed <= 0.5\ngini = 0.444\nsamples = 3\nvalue = [2, 1]", fillcolor="#f2c09c"] ;
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65 -> 66 ;
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67 [label="gini = 0.0\nsamples = 2\nvalue = [2, 0]", fillcolor="#e58139"] ;
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66 -> 67 ;
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||||
68 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]", fillcolor="#399de5"] ;
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66 -> 68 ;
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||||
69 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]", fillcolor="#399de5"] ;
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65 -> 69 ;
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70 [label="work_type_Govt_job <= 0.5\ngini = 0.043\nsamples = 136\nvalue = [133, 3]", fillcolor="#e6843d"] ;
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62 -> 70 ;
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||||
71 [label="age <= 54.5\ngini = 0.017\nsamples = 120\nvalue = [119, 1]", fillcolor="#e5823b"] ;
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70 -> 71 ;
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||||
72 [label="age <= 53.5\ngini = 0.048\nsamples = 41\nvalue = [40, 1]", fillcolor="#e6843e"] ;
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71 -> 72 ;
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73 [label="gini = 0.0\nsamples = 32\nvalue = [32, 0]", fillcolor="#e58139"] ;
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72 -> 73 ;
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74 [label="gender <= 0.5\ngini = 0.198\nsamples = 9\nvalue = [8, 1]", fillcolor="#e89152"] ;
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72 -> 74 ;
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75 [label="avg_glucose_level <= 64.39\ngini = 0.444\nsamples = 3\nvalue = [2, 1]", fillcolor="#f2c09c"] ;
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74 -> 75 ;
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76 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]", fillcolor="#e58139"] ;
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75 -> 76 ;
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77 [label="bmi <= 28.95\ngini = 0.5\nsamples = 2\nvalue = [1, 1]", fillcolor="#ffffff"] ;
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75 -> 77 ;
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78 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]", fillcolor="#399de5"] ;
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77 -> 78 ;
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79 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]", fillcolor="#e58139"] ;
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77 -> 79 ;
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80 [label="gini = 0.0\nsamples = 6\nvalue = [6, 0]", fillcolor="#e58139"] ;
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74 -> 80 ;
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81 [label="gini = 0.0\nsamples = 79\nvalue = [79, 0]", fillcolor="#e58139"] ;
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71 -> 81 ;
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82 [label="heart_disease <= 0.5\ngini = 0.219\nsamples = 16\nvalue = [14, 2]", fillcolor="#e99355"] ;
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70 -> 82 ;
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83 [label="hypertension <= 0.5\ngini = 0.124\nsamples = 15\nvalue = [14, 1]", fillcolor="#e78a47"] ;
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82 -> 83 ;
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84 [label="gini = 0.0\nsamples = 14\nvalue = [14, 0]", fillcolor="#e58139"] ;
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83 -> 84 ;
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85 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]", fillcolor="#399de5"] ;
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83 -> 85 ;
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86 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]", fillcolor="#399de5"] ;
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82 -> 86 ;
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87 [label="Residence_type_Rural <= 0.5\ngini = 0.386\nsamples = 23\nvalue = [17, 6]", fillcolor="#eead7f"] ;
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61 -> 87 ;
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88 [label="age <= 63.5\ngini = 0.469\nsamples = 8\nvalue = [3, 5]", fillcolor="#b0d8f5"] ;
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87 -> 88 ;
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89 [label="work_type_Govt_job <= 0.5\ngini = 0.278\nsamples = 6\nvalue = [1, 5]", fillcolor="#61b1ea"] ;
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88 -> 89 ;
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90 [label="gini = 0.0\nsamples = 5\nvalue = [0, 5]", fillcolor="#399de5"] ;
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89 -> 90 ;
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91 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]", fillcolor="#e58139"] ;
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89 -> 91 ;
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92 [label="gini = 0.0\nsamples = 2\nvalue = [2, 0]", fillcolor="#e58139"] ;
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88 -> 92 ;
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93 [label="age <= 50.5\ngini = 0.124\nsamples = 15\nvalue = [14, 1]", fillcolor="#e78a47"] ;
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87 -> 93 ;
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94 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]", fillcolor="#399de5"] ;
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93 -> 94 ;
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95 [label="gini = 0.0\nsamples = 14\nvalue = [14, 0]", fillcolor="#e58139"] ;
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93 -> 95 ;
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96 [label="ever_married <= 0.5\ngini = 0.045\nsamples = 216\nvalue = [211, 5]", fillcolor="#e6843e"] ;
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60 -> 96 ;
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97 [label="bmi <= 37.2\ngini = 0.208\nsamples = 17\nvalue = [15, 2]", fillcolor="#e89253"] ;
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96 -> 97 ;
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98 [label="gini = 0.0\nsamples = 11\nvalue = [11, 0]", fillcolor="#e58139"] ;
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97 -> 98 ;
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99 [label="Residence_type_Rural <= 0.5\ngini = 0.444\nsamples = 6\nvalue = [4, 2]", fillcolor="#f2c09c"] ;
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97 -> 99 ;
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100 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]", fillcolor="#399de5"] ;
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99 -> 100 ;
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101 [label="gini = 0.0\nsamples = 4\nvalue = [4, 0]", fillcolor="#e58139"] ;
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99 -> 101 ;
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102 [label="work_type_Govt_job <= 0.5\ngini = 0.03\nsamples = 199\nvalue = [196, 3]", fillcolor="#e5833c"] ;
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96 -> 102 ;
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||||
103 [label="smoking_status_Unknown <= 0.5\ngini = 0.012\nsamples = 163\nvalue = [162, 1]", fillcolor="#e5823a"] ;
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102 -> 103 ;
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104 [label="gini = 0.0\nsamples = 132\nvalue = [132, 0]", fillcolor="#e58139"] ;
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103 -> 104 ;
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105 [label="bmi <= 36.65\ngini = 0.062\nsamples = 31\nvalue = [30, 1]", fillcolor="#e68540"] ;
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||||
103 -> 105 ;
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||||
106 [label="gini = 0.0\nsamples = 27\nvalue = [27, 0]", fillcolor="#e58139"] ;
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||||
105 -> 106 ;
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||||
107 [label="bmi <= 37.85\ngini = 0.375\nsamples = 4\nvalue = [3, 1]", fillcolor="#eeab7b"] ;
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||||
105 -> 107 ;
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||||
108 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]", fillcolor="#399de5"] ;
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||||
107 -> 108 ;
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||||
109 [label="gini = 0.0\nsamples = 3\nvalue = [3, 0]", fillcolor="#e58139"] ;
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107 -> 109 ;
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110 [label="avg_glucose_level <= 68.26\ngini = 0.105\nsamples = 36\nvalue = [34, 2]", fillcolor="#e78845"] ;
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102 -> 110 ;
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111 [label="avg_glucose_level <= 63.415\ngini = 0.48\nsamples = 5\nvalue = [3, 2]", fillcolor="#f6d5bd"] ;
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110 -> 111 ;
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||||
112 [label="gini = 0.0\nsamples = 2\nvalue = [2, 0]", fillcolor="#e58139"] ;
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111 -> 112 ;
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113 [label="bmi <= 43.85\ngini = 0.444\nsamples = 3\nvalue = [1, 2]", fillcolor="#9ccef2"] ;
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111 -> 113 ;
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||||
114 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]", fillcolor="#399de5"] ;
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||||
113 -> 114 ;
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||||
115 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]", fillcolor="#e58139"] ;
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113 -> 115 ;
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116 [label="gini = 0.0\nsamples = 31\nvalue = [31, 0]", fillcolor="#e58139"] ;
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110 -> 116 ;
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117 [label="avg_glucose_level <= 101.015\ngini = 0.16\nsamples = 354\nvalue = [323, 31]", fillcolor="#e78d4c"] ;
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57 -> 117 ;
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||||
118 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]", fillcolor="#399de5"] ;
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117 -> 118 ;
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119 [label="smoking_status_never smoked <= 0.5\ngini = 0.156\nsamples = 353\nvalue = [323, 30]", fillcolor="#e78d4b"] ;
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117 -> 119 ;
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||||
120 [label="bmi <= 45.85\ngini = 0.213\nsamples = 214\nvalue = [188, 26]", fillcolor="#e99254"] ;
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119 -> 120 ;
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||||
121 [label="avg_glucose_level <= 222.245\ngini = 0.207\nsamples = 213\nvalue = [188, 25]", fillcolor="#e89253"] ;
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120 -> 121 ;
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122 [label="avg_glucose_level <= 221.86\ngini = 0.236\nsamples = 183\nvalue = [158, 25]", fillcolor="#e99558"] ;
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121 -> 122 ;
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123 [label="age <= 55.5\ngini = 0.229\nsamples = 182\nvalue = [158, 24]", fillcolor="#e99457"] ;
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122 -> 123 ;
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||||
124 [label="avg_glucose_level <= 105.11\ngini = 0.145\nsamples = 89\nvalue = [82, 7]", fillcolor="#e78c4a"] ;
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123 -> 124 ;
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||||
125 [label="avg_glucose_level <= 104.375\ngini = 0.426\nsamples = 13\nvalue = [9, 4]", fillcolor="#f1b991"] ;
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||||
124 -> 125 ;
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||||
126 [label="age <= 51.5\ngini = 0.298\nsamples = 11\nvalue = [9, 2]", fillcolor="#eb9d65"] ;
|
||||
125 -> 126 ;
|
||||
127 [label="Residence_type_Urban <= 0.5\ngini = 0.48\nsamples = 5\nvalue = [3, 2]", fillcolor="#f6d5bd"] ;
|
||||
126 -> 127 ;
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||||
128 [label="gender <= 0.5\ngini = 0.444\nsamples = 3\nvalue = [1, 2]", fillcolor="#9ccef2"] ;
|
||||
127 -> 128 ;
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||||
129 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]", fillcolor="#e58139"] ;
|
||||
128 -> 129 ;
|
||||
130 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]", fillcolor="#399de5"] ;
|
||||
128 -> 130 ;
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||||
131 [label="gini = 0.0\nsamples = 2\nvalue = [2, 0]", fillcolor="#e58139"] ;
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||||
127 -> 131 ;
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||||
132 [label="gini = 0.0\nsamples = 6\nvalue = [6, 0]", fillcolor="#e58139"] ;
|
||||
126 -> 132 ;
|
||||
133 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]", fillcolor="#399de5"] ;
|
||||
125 -> 133 ;
|
||||
134 [label="bmi <= 40.3\ngini = 0.076\nsamples = 76\nvalue = [73, 3]", fillcolor="#e68641"] ;
|
||||
124 -> 134 ;
|
||||
135 [label="age <= 49.5\ngini = 0.031\nsamples = 64\nvalue = [63, 1]", fillcolor="#e5833c"] ;
|
||||
134 -> 135 ;
|
||||
136 [label="avg_glucose_level <= 155.33\ngini = 0.219\nsamples = 8\nvalue = [7, 1]", fillcolor="#e99355"] ;
|
||||
135 -> 136 ;
|
||||
137 [label="gini = 0.0\nsamples = 7\nvalue = [7, 0]", fillcolor="#e58139"] ;
|
||||
136 -> 137 ;
|
||||
138 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]", fillcolor="#399de5"] ;
|
||||
136 -> 138 ;
|
||||
139 [label="gini = 0.0\nsamples = 56\nvalue = [56, 0]", fillcolor="#e58139"] ;
|
||||
135 -> 139 ;
|
||||
140 [label="bmi <= 42.7\ngini = 0.278\nsamples = 12\nvalue = [10, 2]", fillcolor="#ea9a61"] ;
|
||||
134 -> 140 ;
|
||||
141 [label="smoking_status_smokes <= 0.5\ngini = 0.444\nsamples = 6\nvalue = [4, 2]", fillcolor="#f2c09c"] ;
|
||||
140 -> 141 ;
|
||||
142 [label="bmi <= 42.3\ngini = 0.32\nsamples = 5\nvalue = [4, 1]", fillcolor="#eca06a"] ;
|
||||
141 -> 142 ;
|
||||
143 [label="gini = 0.0\nsamples = 4\nvalue = [4, 0]", fillcolor="#e58139"] ;
|
||||
142 -> 143 ;
|
||||
144 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]", fillcolor="#399de5"] ;
|
||||
142 -> 144 ;
|
||||
145 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]", fillcolor="#399de5"] ;
|
||||
141 -> 145 ;
|
||||
146 [label="gini = 0.0\nsamples = 6\nvalue = [6, 0]", fillcolor="#e58139"] ;
|
||||
140 -> 146 ;
|
||||
147 [label="age <= 59.5\ngini = 0.299\nsamples = 93\nvalue = [76, 17]", fillcolor="#eb9d65"] ;
|
||||
123 -> 147 ;
|
||||
148 [label="work_type_Private <= 0.5\ngini = 0.42\nsamples = 40\nvalue = [28, 12]", fillcolor="#f0b78e"] ;
|
||||
147 -> 148 ;
|
||||
149 [label="bmi <= 29.4\ngini = 0.208\nsamples = 17\nvalue = [15, 2]", fillcolor="#e89253"] ;
|
||||
148 -> 149 ;
|
||||
150 [label="bmi <= 26.5\ngini = 0.5\nsamples = 4\nvalue = [2, 2]", fillcolor="#ffffff"] ;
|
||||
149 -> 150 ;
|
||||
151 [label="gini = 0.0\nsamples = 2\nvalue = [2, 0]", fillcolor="#e58139"] ;
|
||||
150 -> 151 ;
|
||||
152 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]", fillcolor="#399de5"] ;
|
||||
150 -> 152 ;
|
||||
153 [label="gini = 0.0\nsamples = 13\nvalue = [13, 0]", fillcolor="#e58139"] ;
|
||||
149 -> 153 ;
|
||||
154 [label="bmi <= 30.85\ngini = 0.491\nsamples = 23\nvalue = [13, 10]", fillcolor="#f9e2d1"] ;
|
||||
148 -> 154 ;
|
||||
155 [label="bmi <= 24.55\ngini = 0.165\nsamples = 11\nvalue = [10, 1]", fillcolor="#e88e4d"] ;
|
||||
154 -> 155 ;
|
||||
156 [label="age <= 58.0\ngini = 0.5\nsamples = 2\nvalue = [1, 1]", fillcolor="#ffffff"] ;
|
||||
155 -> 156 ;
|
||||
157 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]", fillcolor="#e58139"] ;
|
||||
156 -> 157 ;
|
||||
158 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]", fillcolor="#399de5"] ;
|
||||
156 -> 158 ;
|
||||
159 [label="gini = 0.0\nsamples = 9\nvalue = [9, 0]", fillcolor="#e58139"] ;
|
||||
155 -> 159 ;
|
||||
160 [label="bmi <= 35.15\ngini = 0.375\nsamples = 12\nvalue = [3, 9]", fillcolor="#7bbeee"] ;
|
||||
154 -> 160 ;
|
||||
161 [label="gini = 0.0\nsamples = 5\nvalue = [0, 5]", fillcolor="#399de5"] ;
|
||||
160 -> 161 ;
|
||||
162 [label="avg_glucose_level <= 198.86\ngini = 0.49\nsamples = 7\nvalue = [3, 4]", fillcolor="#cee6f8"] ;
|
||||
160 -> 162 ;
|
||||
163 [label="gender <= 0.5\ngini = 0.48\nsamples = 5\nvalue = [3, 2]", fillcolor="#f6d5bd"] ;
|
||||
162 -> 163 ;
|
||||
164 [label="gini = 0.0\nsamples = 2\nvalue = [2, 0]", fillcolor="#e58139"] ;
|
||||
163 -> 164 ;
|
||||
165 [label="smoking_status_smokes <= 0.5\ngini = 0.444\nsamples = 3\nvalue = [1, 2]", fillcolor="#9ccef2"] ;
|
||||
163 -> 165 ;
|
||||
166 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]", fillcolor="#399de5"] ;
|
||||
165 -> 166 ;
|
||||
167 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]", fillcolor="#e58139"] ;
|
||||
165 -> 167 ;
|
||||
168 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]", fillcolor="#399de5"] ;
|
||||
162 -> 168 ;
|
||||
169 [label="bmi <= 21.2\ngini = 0.171\nsamples = 53\nvalue = [48, 5]", fillcolor="#e88e4e"] ;
|
||||
147 -> 169 ;
|
||||
170 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]", fillcolor="#399de5"] ;
|
||||
169 -> 170 ;
|
||||
171 [label="heart_disease <= 0.5\ngini = 0.142\nsamples = 52\nvalue = [48, 4]", fillcolor="#e78c49"] ;
|
||||
169 -> 171 ;
|
||||
172 [label="age <= 62.5\ngini = 0.083\nsamples = 46\nvalue = [44, 2]", fillcolor="#e68742"] ;
|
||||
171 -> 172 ;
|
||||
173 [label="gini = 0.0\nsamples = 32\nvalue = [32, 0]", fillcolor="#e58139"] ;
|
||||
172 -> 173 ;
|
||||
174 [label="bmi <= 24.0\ngini = 0.245\nsamples = 14\nvalue = [12, 2]", fillcolor="#e9965a"] ;
|
||||
172 -> 174 ;
|
||||
175 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]", fillcolor="#399de5"] ;
|
||||
174 -> 175 ;
|
||||
176 [label="work_type_Self-employed <= 0.5\ngini = 0.142\nsamples = 13\nvalue = [12, 1]", fillcolor="#e78c49"] ;
|
||||
174 -> 176 ;
|
||||
177 [label="gini = 0.0\nsamples = 9\nvalue = [9, 0]", fillcolor="#e58139"] ;
|
||||
176 -> 177 ;
|
||||
178 [label="bmi <= 30.25\ngini = 0.375\nsamples = 4\nvalue = [3, 1]", fillcolor="#eeab7b"] ;
|
||||
176 -> 178 ;
|
||||
179 [label="smoking_status_Unknown <= 0.5\ngini = 0.5\nsamples = 2\nvalue = [1, 1]", fillcolor="#ffffff"] ;
|
||||
178 -> 179 ;
|
||||
180 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]", fillcolor="#399de5"] ;
|
||||
179 -> 180 ;
|
||||
181 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]", fillcolor="#e58139"] ;
|
||||
179 -> 181 ;
|
||||
182 [label="gini = 0.0\nsamples = 2\nvalue = [2, 0]", fillcolor="#e58139"] ;
|
||||
178 -> 182 ;
|
||||
183 [label="smoking_status_smokes <= 0.5\ngini = 0.444\nsamples = 6\nvalue = [4, 2]", fillcolor="#f2c09c"] ;
|
||||
171 -> 183 ;
|
||||
184 [label="gini = 0.0\nsamples = 4\nvalue = [4, 0]", fillcolor="#e58139"] ;
|
||||
183 -> 184 ;
|
||||
185 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]", fillcolor="#399de5"] ;
|
||||
183 -> 185 ;
|
||||
186 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]", fillcolor="#399de5"] ;
|
||||
122 -> 186 ;
|
||||
187 [label="gini = 0.0\nsamples = 30\nvalue = [30, 0]", fillcolor="#e58139"] ;
|
||||
121 -> 187 ;
|
||||
188 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]", fillcolor="#399de5"] ;
|
||||
120 -> 188 ;
|
||||
189 [label="age <= 60.5\ngini = 0.056\nsamples = 139\nvalue = [135, 4]", fillcolor="#e6853f"] ;
|
||||
119 -> 189 ;
|
||||
190 [label="age <= 51.5\ngini = 0.02\nsamples = 100\nvalue = [99, 1]", fillcolor="#e5823b"] ;
|
||||
189 -> 190 ;
|
||||
191 [label="avg_glucose_level <= 158.28\ngini = 0.077\nsamples = 25\nvalue = [24, 1]", fillcolor="#e68641"] ;
|
||||
190 -> 191 ;
|
||||
192 [label="gini = 0.0\nsamples = 18\nvalue = [18, 0]", fillcolor="#e58139"] ;
|
||||
191 -> 192 ;
|
||||
193 [label="avg_glucose_level <= 170.825\ngini = 0.245\nsamples = 7\nvalue = [6, 1]", fillcolor="#e9965a"] ;
|
||||
191 -> 193 ;
|
||||
194 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]", fillcolor="#399de5"] ;
|
||||
193 -> 194 ;
|
||||
195 [label="gini = 0.0\nsamples = 6\nvalue = [6, 0]", fillcolor="#e58139"] ;
|
||||
193 -> 195 ;
|
||||
196 [label="gini = 0.0\nsamples = 75\nvalue = [75, 0]", fillcolor="#e58139"] ;
|
||||
190 -> 196 ;
|
||||
197 [label="avg_glucose_level <= 228.38\ngini = 0.142\nsamples = 39\nvalue = [36, 3]", fillcolor="#e78c49"] ;
|
||||
189 -> 197 ;
|
||||
198 [label="avg_glucose_level <= 197.175\ngini = 0.1\nsamples = 38\nvalue = [36, 2]", fillcolor="#e68844"] ;
|
||||
197 -> 198 ;
|
||||
199 [label="gini = 0.0\nsamples = 25\nvalue = [25, 0]", fillcolor="#e58139"] ;
|
||||
198 -> 199 ;
|
||||
200 [label="avg_glucose_level <= 202.985\ngini = 0.26\nsamples = 13\nvalue = [11, 2]", fillcolor="#ea985d"] ;
|
||||
198 -> 200 ;
|
||||
201 [label="gender <= 0.5\ngini = 0.444\nsamples = 3\nvalue = [1, 2]", fillcolor="#9ccef2"] ;
|
||||
200 -> 201 ;
|
||||
202 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]", fillcolor="#e58139"] ;
|
||||
201 -> 202 ;
|
||||
203 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]", fillcolor="#399de5"] ;
|
||||
201 -> 203 ;
|
||||
204 [label="gini = 0.0\nsamples = 10\nvalue = [10, 0]", fillcolor="#e58139"] ;
|
||||
200 -> 204 ;
|
||||
205 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]", fillcolor="#399de5"] ;
|
||||
197 -> 205 ;
|
||||
206 [label="bmi <= 29.35\ngini = 0.264\nsamples = 666\nvalue = [562, 104]", fillcolor="#ea985e"] ;
|
||||
0 -> 206 [labeldistance=2.5, labelangle=-45, headlabel="False"] ;
|
||||
207 [label="age <= 73.5\ngini = 0.316\nsamples = 366\nvalue = [294, 72]", fillcolor="#eba069"] ;
|
||||
206 -> 207 ;
|
||||
208 [label="bmi <= 26.65\ngini = 0.229\nsamples = 129\nvalue = [112, 17]", fillcolor="#e99457"] ;
|
||||
207 -> 208 ;
|
||||
209 [label="avg_glucose_level <= 238.14\ngini = 0.15\nsamples = 61\nvalue = [56, 5]", fillcolor="#e78c4b"] ;
|
||||
208 -> 209 ;
|
||||
210 [label="bmi <= 22.85\ngini = 0.128\nsamples = 58\nvalue = [54, 4]", fillcolor="#e78a48"] ;
|
||||
209 -> 210 ;
|
||||
211 [label="ever_married <= 0.5\ngini = 0.255\nsamples = 20\nvalue = [17, 3]", fillcolor="#ea975c"] ;
|
||||
210 -> 211 ;
|
||||
212 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]", fillcolor="#399de5"] ;
|
||||
211 -> 212 ;
|
||||
213 [label="Residence_type_Rural <= 0.5\ngini = 0.188\nsamples = 19\nvalue = [17, 2]", fillcolor="#e89050"] ;
|
||||
211 -> 213 ;
|
||||
214 [label="gini = 0.0\nsamples = 11\nvalue = [11, 0]", fillcolor="#e58139"] ;
|
||||
213 -> 214 ;
|
||||
215 [label="gender <= 0.5\ngini = 0.375\nsamples = 8\nvalue = [6, 2]", fillcolor="#eeab7b"] ;
|
||||
213 -> 215 ;
|
||||
216 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]", fillcolor="#399de5"] ;
|
||||
215 -> 216 ;
|
||||
217 [label="avg_glucose_level <= 156.08\ngini = 0.245\nsamples = 7\nvalue = [6, 1]", fillcolor="#e9965a"] ;
|
||||
215 -> 217 ;
|
||||
218 [label="gini = 0.0\nsamples = 5\nvalue = [5, 0]", fillcolor="#e58139"] ;
|
||||
217 -> 218 ;
|
||||
219 [label="work_type_Self-employed <= 0.5\ngini = 0.5\nsamples = 2\nvalue = [1, 1]", fillcolor="#ffffff"] ;
|
||||
217 -> 219 ;
|
||||
220 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]", fillcolor="#399de5"] ;
|
||||
219 -> 220 ;
|
||||
221 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]", fillcolor="#e58139"] ;
|
||||
219 -> 221 ;
|
||||
222 [label="avg_glucose_level <= 62.19\ngini = 0.051\nsamples = 38\nvalue = [37, 1]", fillcolor="#e6843e"] ;
|
||||
210 -> 222 ;
|
||||
223 [label="avg_glucose_level <= 61.65\ngini = 0.375\nsamples = 4\nvalue = [3, 1]", fillcolor="#eeab7b"] ;
|
||||
222 -> 223 ;
|
||||
224 [label="gini = 0.0\nsamples = 3\nvalue = [3, 0]", fillcolor="#e58139"] ;
|
||||
223 -> 224 ;
|
||||
225 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]", fillcolor="#399de5"] ;
|
||||
223 -> 225 ;
|
||||
226 [label="gini = 0.0\nsamples = 34\nvalue = [34, 0]", fillcolor="#e58139"] ;
|
||||
222 -> 226 ;
|
||||
227 [label="avg_glucose_level <= 246.835\ngini = 0.444\nsamples = 3\nvalue = [2, 1]", fillcolor="#f2c09c"] ;
|
||||
209 -> 227 ;
|
||||
228 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]", fillcolor="#399de5"] ;
|
||||
227 -> 228 ;
|
||||
229 [label="gini = 0.0\nsamples = 2\nvalue = [2, 0]", fillcolor="#e58139"] ;
|
||||
227 -> 229 ;
|
||||
230 [label="avg_glucose_level <= 76.885\ngini = 0.291\nsamples = 68\nvalue = [56, 12]", fillcolor="#eb9c63"] ;
|
||||
208 -> 230 ;
|
||||
231 [label="gini = 0.0\nsamples = 13\nvalue = [13, 0]", fillcolor="#e58139"] ;
|
||||
230 -> 231 ;
|
||||
232 [label="bmi <= 29.25\ngini = 0.341\nsamples = 55\nvalue = [43, 12]", fillcolor="#eca470"] ;
|
||||
230 -> 232 ;
|
||||
233 [label="avg_glucose_level <= 78.755\ngini = 0.324\nsamples = 54\nvalue = [43, 11]", fillcolor="#eca16c"] ;
|
||||
232 -> 233 ;
|
||||
234 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]", fillcolor="#399de5"] ;
|
||||
233 -> 234 ;
|
||||
235 [label="bmi <= 28.55\ngini = 0.306\nsamples = 53\nvalue = [43, 10]", fillcolor="#eb9e67"] ;
|
||||
233 -> 235 ;
|
||||
236 [label="gender <= 0.5\ngini = 0.361\nsamples = 38\nvalue = [29, 9]", fillcolor="#eda876"] ;
|
||||
235 -> 236 ;
|
||||
237 [label="smoking_status_never smoked <= 0.5\ngini = 0.236\nsamples = 22\nvalue = [19, 3]", fillcolor="#e99558"] ;
|
||||
236 -> 237 ;
|
||||
238 [label="bmi <= 27.15\ngini = 0.42\nsamples = 10\nvalue = [7, 3]", fillcolor="#f0b78e"] ;
|
||||
237 -> 238 ;
|
||||
239 [label="gini = 0.0\nsamples = 5\nvalue = [5, 0]", fillcolor="#e58139"] ;
|
||||
238 -> 239 ;
|
||||
240 [label="avg_glucose_level <= 90.19\ngini = 0.48\nsamples = 5\nvalue = [2, 3]", fillcolor="#bddef6"] ;
|
||||
238 -> 240 ;
|
||||
241 [label="gini = 0.0\nsamples = 2\nvalue = [2, 0]", fillcolor="#e58139"] ;
|
||||
240 -> 241 ;
|
||||
242 [label="gini = 0.0\nsamples = 3\nvalue = [0, 3]", fillcolor="#399de5"] ;
|
||||
240 -> 242 ;
|
||||
243 [label="gini = 0.0\nsamples = 12\nvalue = [12, 0]", fillcolor="#e58139"] ;
|
||||
237 -> 243 ;
|
||||
244 [label="avg_glucose_level <= 83.18\ngini = 0.469\nsamples = 16\nvalue = [10, 6]", fillcolor="#f5cdb0"] ;
|
||||
236 -> 244 ;
|
||||
245 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]", fillcolor="#399de5"] ;
|
||||
244 -> 245 ;
|
||||
246 [label="bmi <= 26.95\ngini = 0.408\nsamples = 14\nvalue = [10, 4]", fillcolor="#efb388"] ;
|
||||
244 -> 246 ;
|
||||
247 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]", fillcolor="#399de5"] ;
|
||||
246 -> 247 ;
|
||||
248 [label="age <= 71.5\ngini = 0.278\nsamples = 12\nvalue = [10, 2]", fillcolor="#ea9a61"] ;
|
||||
246 -> 248 ;
|
||||
249 [label="hypertension <= 0.5\ngini = 0.165\nsamples = 11\nvalue = [10, 1]", fillcolor="#e88e4d"] ;
|
||||
248 -> 249 ;
|
||||
250 [label="gini = 0.0\nsamples = 9\nvalue = [9, 0]", fillcolor="#e58139"] ;
|
||||
249 -> 250 ;
|
||||
251 [label="avg_glucose_level <= 166.86\ngini = 0.5\nsamples = 2\nvalue = [1, 1]", fillcolor="#ffffff"] ;
|
||||
249 -> 251 ;
|
||||
252 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]", fillcolor="#e58139"] ;
|
||||
251 -> 252 ;
|
||||
253 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]", fillcolor="#399de5"] ;
|
||||
251 -> 253 ;
|
||||
254 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]", fillcolor="#399de5"] ;
|
||||
248 -> 254 ;
|
||||
255 [label="smoking_status_smokes <= 0.5\ngini = 0.124\nsamples = 15\nvalue = [14, 1]", fillcolor="#e78a47"] ;
|
||||
235 -> 255 ;
|
||||
256 [label="gini = 0.0\nsamples = 13\nvalue = [13, 0]", fillcolor="#e58139"] ;
|
||||
255 -> 256 ;
|
||||
257 [label="avg_glucose_level <= 82.305\ngini = 0.5\nsamples = 2\nvalue = [1, 1]", fillcolor="#ffffff"] ;
|
||||
255 -> 257 ;
|
||||
258 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]", fillcolor="#399de5"] ;
|
||||
257 -> 258 ;
|
||||
259 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]", fillcolor="#e58139"] ;
|
||||
257 -> 259 ;
|
||||
260 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]", fillcolor="#399de5"] ;
|
||||
232 -> 260 ;
|
||||
261 [label="work_type_Private <= 0.5\ngini = 0.356\nsamples = 237\nvalue = [182, 55]", fillcolor="#eda775"] ;
|
||||
207 -> 261 ;
|
||||
262 [label="bmi <= 17.6\ngini = 0.296\nsamples = 133\nvalue = [109, 24]", fillcolor="#eb9d65"] ;
|
||||
261 -> 262 ;
|
||||
263 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]", fillcolor="#399de5"] ;
|
||||
262 -> 263 ;
|
||||
264 [label="bmi <= 29.25\ngini = 0.288\nsamples = 132\nvalue = [109, 23]", fillcolor="#ea9c63"] ;
|
||||
262 -> 264 ;
|
||||
265 [label="bmi <= 26.15\ngini = 0.279\nsamples = 131\nvalue = [109, 22]", fillcolor="#ea9a61"] ;
|
||||
264 -> 265 ;
|
||||
266 [label="age <= 79.5\ngini = 0.187\nsamples = 67\nvalue = [60, 7]", fillcolor="#e89050"] ;
|
||||
265 -> 266 ;
|
||||
267 [label="avg_glucose_level <= 132.52\ngini = 0.089\nsamples = 43\nvalue = [41, 2]", fillcolor="#e68743"] ;
|
||||
266 -> 267 ;
|
||||
268 [label="gini = 0.0\nsamples = 32\nvalue = [32, 0]", fillcolor="#e58139"] ;
|
||||
267 -> 268 ;
|
||||
269 [label="avg_glucose_level <= 182.725\ngini = 0.298\nsamples = 11\nvalue = [9, 2]", fillcolor="#eb9d65"] ;
|
||||
267 -> 269 ;
|
||||
270 [label="heart_disease <= 0.5\ngini = 0.444\nsamples = 3\nvalue = [1, 2]", fillcolor="#9ccef2"] ;
|
||||
269 -> 270 ;
|
||||
271 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]", fillcolor="#399de5"] ;
|
||||
270 -> 271 ;
|
||||
272 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]", fillcolor="#e58139"] ;
|
||||
270 -> 272 ;
|
||||
273 [label="gini = 0.0\nsamples = 8\nvalue = [8, 0]", fillcolor="#e58139"] ;
|
||||
269 -> 273 ;
|
||||
274 [label="smoking_status_never smoked <= 0.5\ngini = 0.33\nsamples = 24\nvalue = [19, 5]", fillcolor="#eca26d"] ;
|
||||
266 -> 274 ;
|
||||
275 [label="bmi <= 19.6\ngini = 0.153\nsamples = 12\nvalue = [11, 1]", fillcolor="#e78c4b"] ;
|
||||
274 -> 275 ;
|
||||
276 [label="smoking_status_Unknown <= 0.5\ngini = 0.5\nsamples = 2\nvalue = [1, 1]", fillcolor="#ffffff"] ;
|
||||
275 -> 276 ;
|
||||
277 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]", fillcolor="#e58139"] ;
|
||||
276 -> 277 ;
|
||||
278 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]", fillcolor="#399de5"] ;
|
||||
276 -> 278 ;
|
||||
279 [label="gini = 0.0\nsamples = 10\nvalue = [10, 0]", fillcolor="#e58139"] ;
|
||||
275 -> 279 ;
|
||||
280 [label="gender <= 0.5\ngini = 0.444\nsamples = 12\nvalue = [8, 4]", fillcolor="#f2c09c"] ;
|
||||
274 -> 280 ;
|
||||
281 [label="avg_glucose_level <= 80.215\ngini = 0.444\nsamples = 3\nvalue = [1, 2]", fillcolor="#9ccef2"] ;
|
||||
280 -> 281 ;
|
||||
282 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]", fillcolor="#e58139"] ;
|
||||
281 -> 282 ;
|
||||
283 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]", fillcolor="#399de5"] ;
|
||||
281 -> 283 ;
|
||||
284 [label="avg_glucose_level <= 99.72\ngini = 0.346\nsamples = 9\nvalue = [7, 2]", fillcolor="#eca572"] ;
|
||||
280 -> 284 ;
|
||||
285 [label="avg_glucose_level <= 89.025\ngini = 0.444\nsamples = 6\nvalue = [4, 2]", fillcolor="#f2c09c"] ;
|
||||
284 -> 285 ;
|
||||
286 [label="hypertension <= 0.5\ngini = 0.32\nsamples = 5\nvalue = [4, 1]", fillcolor="#eca06a"] ;
|
||||
285 -> 286 ;
|
||||
287 [label="gini = 0.0\nsamples = 4\nvalue = [4, 0]", fillcolor="#e58139"] ;
|
||||
286 -> 287 ;
|
||||
288 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]", fillcolor="#399de5"] ;
|
||||
286 -> 288 ;
|
||||
289 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]", fillcolor="#399de5"] ;
|
||||
285 -> 289 ;
|
||||
290 [label="gini = 0.0\nsamples = 3\nvalue = [3, 0]", fillcolor="#e58139"] ;
|
||||
284 -> 290 ;
|
||||
291 [label="bmi <= 27.15\ngini = 0.359\nsamples = 64\nvalue = [49, 15]", fillcolor="#eda876"] ;
|
||||
265 -> 291 ;
|
||||
292 [label="age <= 80.5\ngini = 0.488\nsamples = 19\nvalue = [11, 8]", fillcolor="#f8ddc9"] ;
|
||||
291 -> 292 ;
|
||||
293 [label="avg_glucose_level <= 79.015\ngini = 0.498\nsamples = 15\nvalue = [7, 8]", fillcolor="#e6f3fc"] ;
|
||||
292 -> 293 ;
|
||||
294 [label="gini = 0.0\nsamples = 3\nvalue = [0, 3]", fillcolor="#399de5"] ;
|
||||
293 -> 294 ;
|
||||
295 [label="Residence_type_Urban <= 0.5\ngini = 0.486\nsamples = 12\nvalue = [7, 5]", fillcolor="#f8dbc6"] ;
|
||||
293 -> 295 ;
|
||||
296 [label="hypertension <= 0.5\ngini = 0.278\nsamples = 6\nvalue = [5, 1]", fillcolor="#ea9a61"] ;
|
||||
295 -> 296 ;
|
||||
297 [label="gini = 0.0\nsamples = 5\nvalue = [5, 0]", fillcolor="#e58139"] ;
|
||||
296 -> 297 ;
|
||||
298 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]", fillcolor="#399de5"] ;
|
||||
296 -> 298 ;
|
||||
299 [label="smoking_status_smokes <= 0.5\ngini = 0.444\nsamples = 6\nvalue = [2, 4]", fillcolor="#9ccef2"] ;
|
||||
295 -> 299 ;
|
||||
300 [label="gini = 0.0\nsamples = 4\nvalue = [0, 4]", fillcolor="#399de5"] ;
|
||||
299 -> 300 ;
|
||||
301 [label="gini = 0.0\nsamples = 2\nvalue = [2, 0]", fillcolor="#e58139"] ;
|
||||
299 -> 301 ;
|
||||
302 [label="gini = 0.0\nsamples = 4\nvalue = [4, 0]", fillcolor="#e58139"] ;
|
||||
292 -> 302 ;
|
||||
303 [label="avg_glucose_level <= 62.88\ngini = 0.263\nsamples = 45\nvalue = [38, 7]", fillcolor="#ea985d"] ;
|
||||
291 -> 303 ;
|
||||
304 [label="age <= 76.5\ngini = 0.5\nsamples = 6\nvalue = [3, 3]", fillcolor="#ffffff"] ;
|
||||
303 -> 304 ;
|
||||
305 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]", fillcolor="#399de5"] ;
|
||||
304 -> 305 ;
|
||||
306 [label="heart_disease <= 0.5\ngini = 0.375\nsamples = 4\nvalue = [3, 1]", fillcolor="#eeab7b"] ;
|
||||
304 -> 306 ;
|
||||
307 [label="gini = 0.0\nsamples = 3\nvalue = [3, 0]", fillcolor="#e58139"] ;
|
||||
306 -> 307 ;
|
||||
308 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]", fillcolor="#399de5"] ;
|
||||
306 -> 308 ;
|
||||
309 [label="avg_glucose_level <= 92.78\ngini = 0.184\nsamples = 39\nvalue = [35, 4]", fillcolor="#e88f50"] ;
|
||||
303 -> 309 ;
|
||||
310 [label="gini = 0.0\nsamples = 19\nvalue = [19, 0]", fillcolor="#e58139"] ;
|
||||
309 -> 310 ;
|
||||
311 [label="bmi <= 29.15\ngini = 0.32\nsamples = 20\nvalue = [16, 4]", fillcolor="#eca06a"] ;
|
||||
309 -> 311 ;
|
||||
312 [label="gender <= 0.5\ngini = 0.266\nsamples = 19\nvalue = [16, 3]", fillcolor="#ea995e"] ;
|
||||
311 -> 312 ;
|
||||
313 [label="gini = 0.0\nsamples = 10\nvalue = [10, 0]", fillcolor="#e58139"] ;
|
||||
312 -> 313 ;
|
||||
314 [label="smoking_status_formerly smoked <= 0.5\ngini = 0.444\nsamples = 9\nvalue = [6, 3]", fillcolor="#f2c09c"] ;
|
||||
312 -> 314 ;
|
||||
315 [label="age <= 75.5\ngini = 0.245\nsamples = 7\nvalue = [6, 1]", fillcolor="#e9965a"] ;
|
||||
314 -> 315 ;
|
||||
316 [label="heart_disease <= 0.5\ngini = 0.5\nsamples = 2\nvalue = [1, 1]", fillcolor="#ffffff"] ;
|
||||
315 -> 316 ;
|
||||
317 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]", fillcolor="#e58139"] ;
|
||||
316 -> 317 ;
|
||||
318 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]", fillcolor="#399de5"] ;
|
||||
316 -> 318 ;
|
||||
319 [label="gini = 0.0\nsamples = 5\nvalue = [5, 0]", fillcolor="#e58139"] ;
|
||||
315 -> 319 ;
|
||||
320 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]", fillcolor="#399de5"] ;
|
||||
314 -> 320 ;
|
||||
321 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]", fillcolor="#399de5"] ;
|
||||
311 -> 321 ;
|
||||
322 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]", fillcolor="#399de5"] ;
|
||||
264 -> 322 ;
|
||||
323 [label="smoking_status_Unknown <= 0.5\ngini = 0.418\nsamples = 104\nvalue = [73, 31]", fillcolor="#f0b78d"] ;
|
||||
261 -> 323 ;
|
||||
324 [label="hypertension <= 0.5\ngini = 0.378\nsamples = 79\nvalue = [59, 20]", fillcolor="#eeac7c"] ;
|
||||
323 -> 324 ;
|
||||
325 [label="age <= 78.5\ngini = 0.312\nsamples = 62\nvalue = [50, 12]", fillcolor="#eb9f69"] ;
|
||||
324 -> 325 ;
|
||||
326 [label="avg_glucose_level <= 61.6\ngini = 0.137\nsamples = 27\nvalue = [25, 2]", fillcolor="#e78b49"] ;
|
||||
325 -> 326 ;
|
||||
327 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]", fillcolor="#399de5"] ;
|
||||
326 -> 327 ;
|
||||
328 [label="bmi <= 24.15\ngini = 0.074\nsamples = 26\nvalue = [25, 1]", fillcolor="#e68641"] ;
|
||||
326 -> 328 ;
|
||||
329 [label="smoking_status_never smoked <= 0.5\ngini = 0.444\nsamples = 3\nvalue = [2, 1]", fillcolor="#f2c09c"] ;
|
||||
328 -> 329 ;
|
||||
330 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]", fillcolor="#399de5"] ;
|
||||
329 -> 330 ;
|
||||
331 [label="gini = 0.0\nsamples = 2\nvalue = [2, 0]", fillcolor="#e58139"] ;
|
||||
329 -> 331 ;
|
||||
332 [label="gini = 0.0\nsamples = 23\nvalue = [23, 0]", fillcolor="#e58139"] ;
|
||||
328 -> 332 ;
|
||||
333 [label="avg_glucose_level <= 107.125\ngini = 0.408\nsamples = 35\nvalue = [25, 10]", fillcolor="#efb388"] ;
|
||||
325 -> 333 ;
|
||||
334 [label="smoking_status_never smoked <= 0.5\ngini = 0.227\nsamples = 23\nvalue = [20, 3]", fillcolor="#e99457"] ;
|
||||
333 -> 334 ;
|
||||
335 [label="gini = 0.0\nsamples = 11\nvalue = [11, 0]", fillcolor="#e58139"] ;
|
||||
334 -> 335 ;
|
||||
336 [label="age <= 79.5\ngini = 0.375\nsamples = 12\nvalue = [9, 3]", fillcolor="#eeab7b"] ;
|
||||
334 -> 336 ;
|
||||
337 [label="heart_disease <= 0.5\ngini = 0.5\nsamples = 4\nvalue = [2, 2]", fillcolor="#ffffff"] ;
|
||||
336 -> 337 ;
|
||||
338 [label="avg_glucose_level <= 71.035\ngini = 0.444\nsamples = 3\nvalue = [1, 2]", fillcolor="#9ccef2"] ;
|
||||
337 -> 338 ;
|
||||
339 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]", fillcolor="#e58139"] ;
|
||||
338 -> 339 ;
|
||||
340 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]", fillcolor="#399de5"] ;
|
||||
338 -> 340 ;
|
||||
341 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]", fillcolor="#e58139"] ;
|
||||
337 -> 341 ;
|
||||
342 [label="bmi <= 26.5\ngini = 0.219\nsamples = 8\nvalue = [7, 1]", fillcolor="#e99355"] ;
|
||||
336 -> 342 ;
|
||||
343 [label="avg_glucose_level <= 82.885\ngini = 0.444\nsamples = 3\nvalue = [2, 1]", fillcolor="#f2c09c"] ;
|
||||
342 -> 343 ;
|
||||
344 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]", fillcolor="#399de5"] ;
|
||||
343 -> 344 ;
|
||||
345 [label="gini = 0.0\nsamples = 2\nvalue = [2, 0]", fillcolor="#e58139"] ;
|
||||
343 -> 345 ;
|
||||
346 [label="gini = 0.0\nsamples = 5\nvalue = [5, 0]", fillcolor="#e58139"] ;
|
||||
342 -> 346 ;
|
||||
347 [label="ever_married <= 0.5\ngini = 0.486\nsamples = 12\nvalue = [5, 7]", fillcolor="#c6e3f8"] ;
|
||||
333 -> 347 ;
|
||||
348 [label="gini = 0.0\nsamples = 3\nvalue = [3, 0]", fillcolor="#e58139"] ;
|
||||
347 -> 348 ;
|
||||
349 [label="smoking_status_never smoked <= 0.5\ngini = 0.346\nsamples = 9\nvalue = [2, 7]", fillcolor="#72b9ec"] ;
|
||||
347 -> 349 ;
|
||||
350 [label="gini = 0.0\nsamples = 4\nvalue = [0, 4]", fillcolor="#399de5"] ;
|
||||
349 -> 350 ;
|
||||
351 [label="heart_disease <= 0.5\ngini = 0.48\nsamples = 5\nvalue = [2, 3]", fillcolor="#bddef6"] ;
|
||||
349 -> 351 ;
|
||||
352 [label="age <= 80.5\ngini = 0.444\nsamples = 3\nvalue = [2, 1]", fillcolor="#f2c09c"] ;
|
||||
351 -> 352 ;
|
||||
353 [label="gini = 0.0\nsamples = 2\nvalue = [2, 0]", fillcolor="#e58139"] ;
|
||||
352 -> 353 ;
|
||||
354 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]", fillcolor="#399de5"] ;
|
||||
352 -> 354 ;
|
||||
355 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]", fillcolor="#399de5"] ;
|
||||
351 -> 355 ;
|
||||
356 [label="avg_glucose_level <= 82.24\ngini = 0.498\nsamples = 17\nvalue = [9, 8]", fillcolor="#fcf1e9"] ;
|
||||
324 -> 356 ;
|
||||
357 [label="avg_glucose_level <= 64.685\ngini = 0.408\nsamples = 7\nvalue = [2, 5]", fillcolor="#88c4ef"] ;
|
||||
356 -> 357 ;
|
||||
358 [label="gini = 0.0\nsamples = 2\nvalue = [2, 0]", fillcolor="#e58139"] ;
|
||||
357 -> 358 ;
|
||||
359 [label="gini = 0.0\nsamples = 5\nvalue = [0, 5]", fillcolor="#399de5"] ;
|
||||
357 -> 359 ;
|
||||
360 [label="avg_glucose_level <= 237.3\ngini = 0.42\nsamples = 10\nvalue = [7, 3]", fillcolor="#f0b78e"] ;
|
||||
356 -> 360 ;
|
||||
361 [label="ever_married <= 0.5\ngini = 0.219\nsamples = 8\nvalue = [7, 1]", fillcolor="#e99355"] ;
|
||||
360 -> 361 ;
|
||||
362 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]", fillcolor="#399de5"] ;
|
||||
361 -> 362 ;
|
||||
363 [label="gini = 0.0\nsamples = 7\nvalue = [7, 0]", fillcolor="#e58139"] ;
|
||||
361 -> 363 ;
|
||||
364 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]", fillcolor="#399de5"] ;
|
||||
360 -> 364 ;
|
||||
365 [label="Residence_type_Urban <= 0.5\ngini = 0.493\nsamples = 25\nvalue = [14, 11]", fillcolor="#f9e4d5"] ;
|
||||
323 -> 365 ;
|
||||
366 [label="avg_glucose_level <= 151.4\ngini = 0.375\nsamples = 12\nvalue = [9, 3]", fillcolor="#eeab7b"] ;
|
||||
365 -> 366 ;
|
||||
367 [label="bmi <= 20.8\ngini = 0.18\nsamples = 10\nvalue = [9, 1]", fillcolor="#e88f4f"] ;
|
||||
366 -> 367 ;
|
||||
368 [label="avg_glucose_level <= 87.09\ngini = 0.5\nsamples = 2\nvalue = [1, 1]", fillcolor="#ffffff"] ;
|
||||
367 -> 368 ;
|
||||
369 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]", fillcolor="#399de5"] ;
|
||||
368 -> 369 ;
|
||||
370 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]", fillcolor="#e58139"] ;
|
||||
368 -> 370 ;
|
||||
371 [label="gini = 0.0\nsamples = 8\nvalue = [8, 0]", fillcolor="#e58139"] ;
|
||||
367 -> 371 ;
|
||||
372 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]", fillcolor="#399de5"] ;
|
||||
366 -> 372 ;
|
||||
373 [label="bmi <= 23.8\ngini = 0.473\nsamples = 13\nvalue = [5, 8]", fillcolor="#b5daf5"] ;
|
||||
365 -> 373 ;
|
||||
374 [label="gender <= 0.5\ngini = 0.375\nsamples = 4\nvalue = [3, 1]", fillcolor="#eeab7b"] ;
|
||||
373 -> 374 ;
|
||||
375 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]", fillcolor="#399de5"] ;
|
||||
374 -> 375 ;
|
||||
376 [label="gini = 0.0\nsamples = 3\nvalue = [3, 0]", fillcolor="#e58139"] ;
|
||||
374 -> 376 ;
|
||||
377 [label="heart_disease <= 0.5\ngini = 0.346\nsamples = 9\nvalue = [2, 7]", fillcolor="#72b9ec"] ;
|
||||
373 -> 377 ;
|
||||
378 [label="avg_glucose_level <= 66.515\ngini = 0.219\nsamples = 8\nvalue = [1, 7]", fillcolor="#55abe9"] ;
|
||||
377 -> 378 ;
|
||||
379 [label="avg_glucose_level <= 59.03\ngini = 0.5\nsamples = 2\nvalue = [1, 1]", fillcolor="#ffffff"] ;
|
||||
378 -> 379 ;
|
||||
380 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]", fillcolor="#399de5"] ;
|
||||
379 -> 380 ;
|
||||
381 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]", fillcolor="#e58139"] ;
|
||||
379 -> 381 ;
|
||||
382 [label="gini = 0.0\nsamples = 6\nvalue = [0, 6]", fillcolor="#399de5"] ;
|
||||
378 -> 382 ;
|
||||
383 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]", fillcolor="#e58139"] ;
|
||||
377 -> 383 ;
|
||||
384 [label="avg_glucose_level <= 219.865\ngini = 0.191\nsamples = 300\nvalue = [268, 32]", fillcolor="#e89051"] ;
|
||||
206 -> 384 ;
|
||||
385 [label="hypertension <= 0.5\ngini = 0.145\nsamples = 255\nvalue = [235, 20]", fillcolor="#e78c4a"] ;
|
||||
384 -> 385 ;
|
||||
386 [label="age <= 76.5\ngini = 0.099\nsamples = 192\nvalue = [182, 10]", fillcolor="#e68844"] ;
|
||||
385 -> 386 ;
|
||||
387 [label="smoking_status_smokes <= 0.5\ngini = 0.017\nsamples = 114\nvalue = [113, 1]", fillcolor="#e5823b"] ;
|
||||
386 -> 387 ;
|
||||
388 [label="gini = 0.0\nsamples = 95\nvalue = [95, 0]", fillcolor="#e58139"] ;
|
||||
387 -> 388 ;
|
||||
389 [label="age <= 73.0\ngini = 0.1\nsamples = 19\nvalue = [18, 1]", fillcolor="#e68844"] ;
|
||||
387 -> 389 ;
|
||||
390 [label="gini = 0.0\nsamples = 16\nvalue = [16, 0]", fillcolor="#e58139"] ;
|
||||
389 -> 390 ;
|
||||
391 [label="work_type_Private <= 0.5\ngini = 0.444\nsamples = 3\nvalue = [2, 1]", fillcolor="#f2c09c"] ;
|
||||
389 -> 391 ;
|
||||
392 [label="gini = 0.0\nsamples = 2\nvalue = [2, 0]", fillcolor="#e58139"] ;
|
||||
391 -> 392 ;
|
||||
393 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]", fillcolor="#399de5"] ;
|
||||
391 -> 393 ;
|
||||
394 [label="bmi <= 43.15\ngini = 0.204\nsamples = 78\nvalue = [69, 9]", fillcolor="#e89153"] ;
|
||||
386 -> 394 ;
|
||||
395 [label="bmi <= 34.15\ngini = 0.186\nsamples = 77\nvalue = [69, 8]", fillcolor="#e89050"] ;
|
||||
394 -> 395 ;
|
||||
396 [label="bmi <= 34.0\ngini = 0.245\nsamples = 56\nvalue = [48, 8]", fillcolor="#e9965a"] ;
|
||||
395 -> 396 ;
|
||||
397 [label="avg_glucose_level <= 85.775\ngini = 0.222\nsamples = 55\nvalue = [48, 7]", fillcolor="#e99356"] ;
|
||||
396 -> 397 ;
|
||||
398 [label="gini = 0.0\nsamples = 19\nvalue = [19, 0]", fillcolor="#e58139"] ;
|
||||
397 -> 398 ;
|
||||
399 [label="bmi <= 31.95\ngini = 0.313\nsamples = 36\nvalue = [29, 7]", fillcolor="#eb9f69"] ;
|
||||
397 -> 399 ;
|
||||
400 [label="avg_glucose_level <= 87.16\ngini = 0.147\nsamples = 25\nvalue = [23, 2]", fillcolor="#e78c4a"] ;
|
||||
399 -> 400 ;
|
||||
401 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]", fillcolor="#399de5"] ;
|
||||
400 -> 401 ;
|
||||
402 [label="age <= 78.5\ngini = 0.08\nsamples = 24\nvalue = [23, 1]", fillcolor="#e68642"] ;
|
||||
400 -> 402 ;
|
||||
403 [label="avg_glucose_level <= 106.92\ngini = 0.198\nsamples = 9\nvalue = [8, 1]", fillcolor="#e89152"] ;
|
||||
402 -> 403 ;
|
||||
404 [label="gini = 0.0\nsamples = 6\nvalue = [6, 0]", fillcolor="#e58139"] ;
|
||||
403 -> 404 ;
|
||||
405 [label="avg_glucose_level <= 155.525\ngini = 0.444\nsamples = 3\nvalue = [2, 1]", fillcolor="#f2c09c"] ;
|
||||
403 -> 405 ;
|
||||
406 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]", fillcolor="#399de5"] ;
|
||||
405 -> 406 ;
|
||||
407 [label="gini = 0.0\nsamples = 2\nvalue = [2, 0]", fillcolor="#e58139"] ;
|
||||
405 -> 407 ;
|
||||
408 [label="gini = 0.0\nsamples = 15\nvalue = [15, 0]", fillcolor="#e58139"] ;
|
||||
402 -> 408 ;
|
||||
409 [label="avg_glucose_level <= 111.015\ngini = 0.496\nsamples = 11\nvalue = [6, 5]", fillcolor="#fbeade"] ;
|
||||
399 -> 409 ;
|
||||
410 [label="avg_glucose_level <= 89.3\ngini = 0.32\nsamples = 5\nvalue = [1, 4]", fillcolor="#6ab6ec"] ;
|
||||
409 -> 410 ;
|
||||
411 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]", fillcolor="#e58139"] ;
|
||||
410 -> 411 ;
|
||||
412 [label="gini = 0.0\nsamples = 4\nvalue = [0, 4]", fillcolor="#399de5"] ;
|
||||
410 -> 412 ;
|
||||
413 [label="bmi <= 32.75\ngini = 0.278\nsamples = 6\nvalue = [5, 1]", fillcolor="#ea9a61"] ;
|
||||
409 -> 413 ;
|
||||
414 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]", fillcolor="#399de5"] ;
|
||||
413 -> 414 ;
|
||||
415 [label="gini = 0.0\nsamples = 5\nvalue = [5, 0]", fillcolor="#e58139"] ;
|
||||
413 -> 415 ;
|
||||
416 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]", fillcolor="#399de5"] ;
|
||||
396 -> 416 ;
|
||||
417 [label="gini = 0.0\nsamples = 21\nvalue = [21, 0]", fillcolor="#e58139"] ;
|
||||
395 -> 417 ;
|
||||
418 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]", fillcolor="#399de5"] ;
|
||||
394 -> 418 ;
|
||||
419 [label="ever_married <= 0.5\ngini = 0.267\nsamples = 63\nvalue = [53, 10]", fillcolor="#ea995e"] ;
|
||||
385 -> 419 ;
|
||||
420 [label="gender <= 0.5\ngini = 0.48\nsamples = 5\nvalue = [2, 3]", fillcolor="#bddef6"] ;
|
||||
419 -> 420 ;
|
||||
421 [label="gini = 0.0\nsamples = 2\nvalue = [2, 0]", fillcolor="#e58139"] ;
|
||||
420 -> 421 ;
|
||||
422 [label="gini = 0.0\nsamples = 3\nvalue = [0, 3]", fillcolor="#399de5"] ;
|
||||
420 -> 422 ;
|
||||
423 [label="avg_glucose_level <= 116.13\ngini = 0.212\nsamples = 58\nvalue = [51, 7]", fillcolor="#e99254"] ;
|
||||
419 -> 423 ;
|
||||
424 [label="age <= 79.5\ngini = 0.067\nsamples = 29\nvalue = [28, 1]", fillcolor="#e68640"] ;
|
||||
423 -> 424 ;
|
||||
425 [label="gini = 0.0\nsamples = 23\nvalue = [23, 0]", fillcolor="#e58139"] ;
|
||||
424 -> 425 ;
|
||||
426 [label="smoking_status_formerly smoked <= 0.5\ngini = 0.278\nsamples = 6\nvalue = [5, 1]", fillcolor="#ea9a61"] ;
|
||||
424 -> 426 ;
|
||||
427 [label="gini = 0.0\nsamples = 4\nvalue = [4, 0]", fillcolor="#e58139"] ;
|
||||
426 -> 427 ;
|
||||
428 [label="bmi <= 32.0\ngini = 0.5\nsamples = 2\nvalue = [1, 1]", fillcolor="#ffffff"] ;
|
||||
426 -> 428 ;
|
||||
429 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]", fillcolor="#e58139"] ;
|
||||
428 -> 429 ;
|
||||
430 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]", fillcolor="#399de5"] ;
|
||||
428 -> 430 ;
|
||||
431 [label="avg_glucose_level <= 199.87\ngini = 0.328\nsamples = 29\nvalue = [23, 6]", fillcolor="#eca26d"] ;
|
||||
423 -> 431 ;
|
||||
432 [label="work_type_Private <= 0.5\ngini = 0.49\nsamples = 14\nvalue = [8, 6]", fillcolor="#f8e0ce"] ;
|
||||
431 -> 432 ;
|
||||
433 [label="bmi <= 33.0\ngini = 0.444\nsamples = 6\nvalue = [2, 4]", fillcolor="#9ccef2"] ;
|
||||
432 -> 433 ;
|
||||
434 [label="gini = 0.0\nsamples = 3\nvalue = [0, 3]", fillcolor="#399de5"] ;
|
||||
433 -> 434 ;
|
||||
435 [label="gender <= 0.5\ngini = 0.444\nsamples = 3\nvalue = [2, 1]", fillcolor="#f2c09c"] ;
|
||||
433 -> 435 ;
|
||||
436 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]", fillcolor="#399de5"] ;
|
||||
435 -> 436 ;
|
||||
437 [label="gini = 0.0\nsamples = 2\nvalue = [2, 0]", fillcolor="#e58139"] ;
|
||||
435 -> 437 ;
|
||||
438 [label="avg_glucose_level <= 192.38\ngini = 0.375\nsamples = 8\nvalue = [6, 2]", fillcolor="#eeab7b"] ;
|
||||
432 -> 438 ;
|
||||
439 [label="avg_glucose_level <= 170.03\ngini = 0.5\nsamples = 4\nvalue = [2, 2]", fillcolor="#ffffff"] ;
|
||||
438 -> 439 ;
|
||||
440 [label="gini = 0.0\nsamples = 2\nvalue = [2, 0]", fillcolor="#e58139"] ;
|
||||
439 -> 440 ;
|
||||
441 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]", fillcolor="#399de5"] ;
|
||||
439 -> 441 ;
|
||||
442 [label="gini = 0.0\nsamples = 4\nvalue = [4, 0]", fillcolor="#e58139"] ;
|
||||
438 -> 442 ;
|
||||
443 [label="gini = 0.0\nsamples = 15\nvalue = [15, 0]", fillcolor="#e58139"] ;
|
||||
431 -> 443 ;
|
||||
444 [label="work_type_Private <= 0.5\ngini = 0.391\nsamples = 45\nvalue = [33, 12]", fillcolor="#eeaf81"] ;
|
||||
384 -> 444 ;
|
||||
445 [label="avg_glucose_level <= 252.09\ngini = 0.142\nsamples = 13\nvalue = [12, 1]", fillcolor="#e78c49"] ;
|
||||
444 -> 445 ;
|
||||
446 [label="gini = 0.0\nsamples = 12\nvalue = [12, 0]", fillcolor="#e58139"] ;
|
||||
445 -> 446 ;
|
||||
447 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]", fillcolor="#399de5"] ;
|
||||
445 -> 447 ;
|
||||
448 [label="bmi <= 31.65\ngini = 0.451\nsamples = 32\nvalue = [21, 11]", fillcolor="#f3c3a1"] ;
|
||||
444 -> 448 ;
|
||||
449 [label="gini = 0.0\nsamples = 6\nvalue = [6, 0]", fillcolor="#e58139"] ;
|
||||
448 -> 449 ;
|
||||
450 [label="bmi <= 32.4\ngini = 0.488\nsamples = 26\nvalue = [15, 11]", fillcolor="#f8ddca"] ;
|
||||
448 -> 450 ;
|
||||
451 [label="hypertension <= 0.5\ngini = 0.32\nsamples = 5\nvalue = [1, 4]", fillcolor="#6ab6ec"] ;
|
||||
450 -> 451 ;
|
||||
452 [label="gini = 0.0\nsamples = 4\nvalue = [0, 4]", fillcolor="#399de5"] ;
|
||||
451 -> 452 ;
|
||||
453 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]", fillcolor="#e58139"] ;
|
||||
451 -> 453 ;
|
||||
454 [label="bmi <= 33.55\ngini = 0.444\nsamples = 21\nvalue = [14, 7]", fillcolor="#f2c09c"] ;
|
||||
450 -> 454 ;
|
||||
455 [label="gini = 0.0\nsamples = 6\nvalue = [6, 0]", fillcolor="#e58139"] ;
|
||||
454 -> 455 ;
|
||||
456 [label="age <= 66.5\ngini = 0.498\nsamples = 15\nvalue = [8, 7]", fillcolor="#fcefe6"] ;
|
||||
454 -> 456 ;
|
||||
457 [label="gini = 0.0\nsamples = 2\nvalue = [2, 0]", fillcolor="#e58139"] ;
|
||||
456 -> 457 ;
|
||||
458 [label="age <= 77.5\ngini = 0.497\nsamples = 13\nvalue = [6, 7]", fillcolor="#e3f1fb"] ;
|
||||
456 -> 458 ;
|
||||
459 [label="heart_disease <= 0.5\ngini = 0.463\nsamples = 11\nvalue = [4, 7]", fillcolor="#aad5f4"] ;
|
||||
458 -> 459 ;
|
||||
460 [label="hypertension <= 0.5\ngini = 0.494\nsamples = 9\nvalue = [4, 5]", fillcolor="#d7ebfa"] ;
|
||||
459 -> 460 ;
|
||||
461 [label="age <= 74.5\ngini = 0.49\nsamples = 7\nvalue = [4, 3]", fillcolor="#f8e0ce"] ;
|
||||
460 -> 461 ;
|
||||
462 [label="age <= 69.0\ngini = 0.48\nsamples = 5\nvalue = [2, 3]", fillcolor="#bddef6"] ;
|
||||
461 -> 462 ;
|
||||
463 [label="age <= 67.5\ngini = 0.444\nsamples = 3\nvalue = [2, 1]", fillcolor="#f2c09c"] ;
|
||||
462 -> 463 ;
|
||||
464 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]", fillcolor="#e58139"] ;
|
||||
463 -> 464 ;
|
||||
465 [label="bmi <= 43.15\ngini = 0.5\nsamples = 2\nvalue = [1, 1]", fillcolor="#ffffff"] ;
|
||||
463 -> 465 ;
|
||||
466 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]", fillcolor="#399de5"] ;
|
||||
465 -> 466 ;
|
||||
467 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]", fillcolor="#e58139"] ;
|
||||
465 -> 467 ;
|
||||
468 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]", fillcolor="#399de5"] ;
|
||||
462 -> 468 ;
|
||||
469 [label="gini = 0.0\nsamples = 2\nvalue = [2, 0]", fillcolor="#e58139"] ;
|
||||
461 -> 469 ;
|
||||
470 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]", fillcolor="#399de5"] ;
|
||||
460 -> 470 ;
|
||||
471 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]", fillcolor="#399de5"] ;
|
||||
459 -> 471 ;
|
||||
472 [label="gini = 0.0\nsamples = 2\nvalue = [2, 0]", fillcolor="#e58139"] ;
|
||||
458 -> 472 ;
|
||||
}
|
||||
Reference in New Issue
Block a user