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Models:
Raymond King
RaymondKing/
Obesity-Risk-Prediction
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[108b06]: / Data / train.csv

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# id Gender Age Height Weight family_history_with_overweight FAVC FCVC NCP CAEC SMOKE CH2O SCC FAF TUE CALC MTRANS NObeyesdad
1 0 Male 24.443011 1.699998 81.66995 yes yes 2.0 2.983297 Sometimes no 2.763573 no 0.0 0.976473 Sometimes Public_Transportation Overweight_Level_II
2 1 Female 18.0 1.56 57.0 yes yes 2.0 3.0 Frequently no 2.0 no 1.0 1.0 no Automobile Normal_Weight
3 2 Female 18.0 1.71146 50.165754 yes yes 1.880534 1.411685 Sometimes no 1.910378 no 0.866045 1.673584 no Public_Transportation Insufficient_Weight
4 3 Female 20.952737 1.71073 131.274851 yes yes 3.0 3.0 Sometimes no 1.674061 no 1.467863 0.780199 Sometimes Public_Transportation Obesity_Type_III
5 4 Male 31.641081 1.914186 93.798055 yes yes 2.679664 1.971472 Sometimes no 1.979848 no 1.967973 0.931721 Sometimes Public_Transportation Overweight_Level_II
6 5 Male 18.128249 1.748524 51.552595 yes yes 2.919751 3.0 Sometimes no 2.13755 no 1.930033 1.0 Sometimes Public_Transportation Insufficient_Weight
7 6 Male 29.883021 1.754711 112.725005 yes yes 1.99124 3.0 Sometimes no 2.0 no 0.0 0.696948 Sometimes Automobile Obesity_Type_II
8 7 Male 29.891473 1.75015 118.206565 yes yes 1.397468 3.0 Sometimes no 2.0 no 0.598655 0.0 Sometimes Automobile Obesity_Type_II
9 8 Male 17.0 1.7 70.0 no yes 2.0 3.0 Sometimes no 3.0 yes 1.0 1.0 no Public_Transportation Overweight_Level_I
10 9 Female 26.0 1.638836 111.275646 yes yes 3.0 3.0 Sometimes no 2.632253 no 0.0 0.218645 Sometimes Public_Transportation Obesity_Type_III
11 10 Female 20.0 1.65 65.0 yes yes 3.0 3.0 Sometimes no 3.0 no 1.0 0.0 Sometimes Public_Transportation Overweight_Level_I
12 11 Male 22.0 1.7 70.0 yes no 2.0 3.0 no no 2.0 no 2.0 1.0 no Walking Normal_Weight
13 12 Male 18.0 1.811189 108.251044 yes yes 2.0 2.164839 Sometimes no 2.530157 no 1.0 0.553311 no Public_Transportation Obesity_Type_I
14 13 Female 21.412538 1.729045 131.529267 yes yes 3.0 3.0 Sometimes no 1.959531 no 1.425712 0.947884 Sometimes Public_Transportation Obesity_Type_III
15 14 Female 20.0 1.57 49.0 no no 2.0 1.0 Sometimes no 1.0 no 3.0 2.0 no Walking Normal_Weight
16 15 Male 28.377958 1.706525 102.592171 yes yes 2.636719 3.0 Sometimes no 1.0 no 1.995582 0.930836 Sometimes Public_Transportation Obesity_Type_II
17 16 Female 34.0 1.7 80.0 yes no 3.0 3.0 Always no 2.0 no 0.0 0.0 no Automobile Overweight_Level_II
18 17 Female 18.0 1.56 50.0 no yes 3.0 3.0 Sometimes no 1.0 no 1.0 0.0 Sometimes Public_Transportation Normal_Weight
19 18 Male 22.0 1.7 80.0 yes yes 1.0 3.0 Sometimes no 2.0 no 0.0 1.0 no Public_Transportation Overweight_Level_II
20 19 Male 25.492855 1.771817 114.470482 yes yes 1.392665 3.0 Sometimes no 1.238057 no 1.097905 0.619012 Sometimes Public_Transportation Obesity_Type_II
21 20 Female 22.0 1.67 80.0 yes yes 2.0 1.0 Sometimes no 2.0 no 2.0 1.0 Sometimes Public_Transportation Overweight_Level_II
22 21 Female 19.0 1.65 64.0 yes yes 2.0 3.0 Sometimes no 1.0 no 1.0 0.0 Sometimes Public_Transportation Normal_Weight
23 22 Female 25.918524 1.663341 112.57922 yes yes 3.0 3.0 Sometimes no 2.724099 no 0.0 0.081156 Sometimes Public_Transportation Obesity_Type_III
24 23 Female 29.740496 1.502609 77.929204 yes yes 2.0 1.0 Sometimes no 1.0 no 0.0 0.0 Sometimes Automobile Obesity_Type_I
25 24 Male 18.0 1.753321 52.058335 yes yes 2.0 3.0 Sometimes no 2.072194 no 0.680464 1.258881 no Public_Transportation Insufficient_Weight
26 25 Male 41.318302 1.853223 96.078462 yes yes 2.0 3.0 Sometimes no 3.0 no 2.0 0.0 Frequently Automobile Obesity_Type_I
27 26 Female 26.0 1.611462 111.950113 yes yes 3.0 3.0 Sometimes no 2.609052 no 0.0 0.079334 Sometimes Public_Transportation Obesity_Type_III
28 27 Female 26.0 1.682253 111.216192 yes yes 3.0 3.0 Sometimes no 2.48707 no 0.0 0.250502 Sometimes Public_Transportation Obesity_Type_III
29 28 Female 20.0 1.55 45.0 no yes 3.0 3.0 Sometimes no 2.0 no 2.0 0.0 no Walking Normal_Weight
30 29 Female 23.0 1.55 80.0 yes no 2.0 3.0 Sometimes no 2.0 no 1.0 0.0 no Public_Transportation Overweight_Level_II
31 30 Male 23.118327 1.851123 119.841446 yes yes 2.203962 2.954446 Sometimes no 2.854161 no 1.19102 0.0 Sometimes Public_Transportation Obesity_Type_II
32 31 Male 23.0 1.7 97.0 yes no 2.0 3.0 Sometimes no 3.0 no 3.0 0.0 no Public_Transportation Obesity_Type_I
33 32 Female 26.0 1.641918 111.949972 yes yes 3.0 3.0 Sometimes no 2.632224 no 0.0 0.232858 Sometimes Public_Transportation Obesity_Type_III
34 33 Male 26.947786 1.717601 86.464843 yes yes 2.971588 3.0 Sometimes no 1.726109 no 0.0 0.453649 Sometimes Automobile Overweight_Level_II
35 34 Male 29.883021 1.75 119.117122 yes yes 2.668949 3.0 Sometimes no 2.939492 no 1.999836 0.831412 Sometimes Automobile Obesity_Type_II
36 35 Female 18.634286 1.692646 79.697278 no yes 1.98989905 1.893811 Sometimes no 1.0 no 1.0 0.704978 Sometimes Public_Transportation Overweight_Level_I
37 36 Male 20.0 1.7 80.0 yes yes 2.0 3.0 Sometimes no 3.0 no 2.0 1.0 Sometimes Public_Transportation Overweight_Level_II
38 37 Female 21.016665 1.75655 133.800129 yes yes 3.0 3.0 Sometimes no 2.869234 no 1.465931 0.929356 Sometimes Public_Transportation Obesity_Type_III
39 38 Female 27.474245 1.706912 78.041338 yes no 2.0 3.0 Sometimes no 1.0 no 0.82666 0.0 no Public_Transportation Overweight_Level_II
40 39 Female 22.126325 1.647811 49.603807 yes yes 2.417635 3.998618 Frequently no 1.438398 no 2.0 1.0 no Public_Transportation Insufficient_Weight
41 40 Female 21.0 1.57 45.0 no yes 3.0 3.0 Frequently no 3.0 no 1.0 0.0 Sometimes Public_Transportation Normal_Weight
42 41 Male 21.0 1.79 105.0 yes yes 2.0 1.703299 Sometimes no 3.0 no 1.0 1.0 Sometimes Public_Transportation Obesity_Type_I
43 42 Male 21.81119 1.657496 85.0 yes yes 2.0 3.0 Sometimes no 2.371015 no 1.0 0.0 no Public_Transportation Obesity_Type_I
44 43 Female 25.982261 1.678201 107.378702 yes yes 3.0 3.0 Sometimes no 1.509734 no 0.035928 0.868788 Sometimes Public_Transportation Obesity_Type_III
45 44 Male 19.0 1.74 78.0 yes no 3.0 3.0 Sometimes no 2.0 no 1.0 0.0 no Public_Transportation Overweight_Level_II
46 45 Female 21.0 1.55 68.0 no yes 2.0 3.0 Frequently no 2.0 no 2.0 1.0 Sometimes Public_Transportation Overweight_Level_I
47 46 Male 30.686701 1.835271 120.998266 yes yes 2.219186 2.937989 Sometimes no 2.109697 no 1.628637 0.0 no Public_Transportation Obesity_Type_II
48 47 Female 26.0 1.62495 111.946321 yes yes 3.0 3.0 Sometimes no 2.770125 no 0.0 0.09776 Sometimes Public_Transportation Obesity_Type_III
49 48 Female 37.0 1.5 80.0 yes yes 2.0 3.0 Sometimes no 2.0 no 0.0 0.0 Sometimes Automobile Obesity_Type_I
50 49 Female 26.0 1.66494 111.942544 yes yes 3.0 3.0 Sometimes no 2.78678 no 0.0 0.425473 Sometimes Public_Transportation Obesity_Type_III
51 50 Male 22.906886 1.84842 121.04172 yes yes 2.919526 2.996444 Sometimes no 1.937674 no 1.427413 0.0 Sometimes Public_Transportation Obesity_Type_II
52 51 Male 21.0 1.62 70.0 no no 2.0 1.0 no no 3.0 no 1.0 0.0 no Public_Transportation Overweight_Level_I
53 52 Female 19.799054 1.59611 42.848033 no yes 3.0 2.581015 Frequently no 1.163264 no 0.544784 0.0 Sometimes Public_Transportation Insufficient_Weight
54 53 Female 21.0 1.62 69.0 yes no 2.0 3.0 Frequently no 1.0 no 1.0 2.0 no Public_Transportation Overweight_Level_I
55 54 Female 25.950898 1.643332 110.676343 yes yes 3.0 3.0 Sometimes no 1.7305 no 0.0 0.773807 Sometimes Public_Transportation Obesity_Type_III
56 55 Male 18.0 1.74379 54.835576 yes yes 2.263245 2.473913 Sometimes no 2.721769 no 0.282063 0.0 no Public_Transportation Insufficient_Weight
57 56 Male 55.272573 1.7 80.0 yes yes 3.0 3.0 Sometimes no 2.0 no 0.979701 1.544357 no Automobile Overweight_Level_II
58 57 Female 18.0 1.7 78.0 yes yes 3.0 3.0 Frequently no 1.0 no 1.0 1.0 Sometimes Public_Transportation Overweight_Level_II
59 58 Female 21.0 1.56 63.0 yes yes 3.0 3.0 Sometimes no 2.0 no 1.0 0.0 Sometimes Public_Transportation Normal_Weight
60 59 Female 20.225396 1.595165 44.594588 no yes 3.0 3.0 Frequently no 2.444125 yes 1.190465 0.0 no Public_Transportation Insufficient_Weight
61 60 Female 22.200779 1.700216 50.173425 yes yes 2.649406 3.0 Frequently no 2.649459 no 1.0 0.0 no Public_Transportation Insufficient_Weight
62 61 Male 22.77789 1.709731 97.350366 yes yes 2.0 1.437959 Sometimes no 2.0 no 0.463891 1.239038 Sometimes Public_Transportation Obesity_Type_I
63 62 Female 26.0 1.611462 111.939671 yes yes 3.0 3.0 Sometimes no 2.621976 no 0.0 0.479221 Sometimes Public_Transportation Obesity_Type_III
64 63 Male 22.0 1.8 65.0 no yes 3.0 3.0 Sometimes no 2.0 no 2.0 0.0 no Public_Transportation Normal_Weight
65 64 Male 23.454558 1.763215 117.384745 yes yes 2.0 2.989791 Sometimes no 2.0 no 1.818052 0.631217 Sometimes Public_Transportation Obesity_Type_II
66 65 Female 18.0 1.63 50.0 no no 3.0 4.0 Frequently no 2.0 no 2.0 1.0 Sometimes Public_Transportation Insufficient_Weight
67 66 Female 22.884722 1.622241 82.0 yes yes 1.754401 1.0 Sometimes no 2.165048 no 0.0 0.301909 Sometimes Public_Transportation Obesity_Type_I
68 67 Male 17.0 1.8 91.0 yes yes 2.0 3.0 Sometimes no 2.0 no 1.0 1.0 Sometimes Public_Transportation Overweight_Level_II
69 68 Male 29.881301 1.834986 85.312639 yes yes 2.0 3.0 Sometimes no 2.111908 no 1.0 0.0 Sometimes Public_Transportation Overweight_Level_I
70 69 Male 22.518787 1.699793 81.718232 yes yes 2.0 2.853676 Sometimes no 1.746197 no 0.692123 0.0 Sometimes Public_Transportation Overweight_Level_II
71 70 Male 23.0 1.8 95.0 yes yes 2.0 3.0 Sometimes no 3.0 no 0.0 1.0 Sometimes Public_Transportation Obesity_Type_I
72 71 Female 21.008051 1.790172 88.126544 yes yes 3.0 1.104642 Sometimes no 3.0 no 1.360994 0.0 no Public_Transportation Obesity_Type_I
73 72 Female 18.367481 1.74647 133.676663 yes yes 3.0 3.0 Sometimes no 2.868167 no 1.501754 0.62535 Sometimes Public_Transportation Obesity_Type_III
74 73 Male 24.041043 1.7 83.016968 yes yes 2.0 2.983297 Sometimes no 2.0 no 0.0 0.453404 Sometimes Public_Transportation Overweight_Level_II
75 74 Female 25.976209 1.632896 104.94582 yes yes 3.0 3.0 Sometimes no 1.619305 no 0.083675 0.579541 Sometimes Public_Transportation Obesity_Type_III
76 75 Female 18.988581 1.792998 50.0 yes yes 3.0 3.362758 Sometimes no 1.0 no 1.689525 0.0 Sometimes Public_Transportation Insufficient_Weight
77 76 Female 21.0 1.63 70.0 no yes 3.0 1.0 no no 2.0 no 0.0 1.0 Sometimes Public_Transportation Overweight_Level_I
78 77 Male 34.281681 1.752863 87.861431 yes yes 2.303656 3.0 Sometimes no 3.0 no 2.052896 0.939726 no Automobile Overweight_Level_II
79 78 Male 21.0 1.6 67.0 yes yes 2.0 3.0 Sometimes no 1.0 yes 1.0 0.0 Sometimes Public_Transportation Overweight_Level_I
80 79 Male 22.0 1.76 105.0 no yes 3.0 1.0 Sometimes no 2.0 no 2.0 1.0 Sometimes Public_Transportation Obesity_Type_I
81 80 Female 38.098745 1.560215 80.0 yes yes 2.020785 1.169173 Sometimes no 1.872673 no 1.979355 0.0 Sometimes Automobile Obesity_Type_I
82 81 Male 25.380557 1.830317 117.75701 yes yes 2.068834 3.0 Sometimes no 2.112032 no 1.076248 0.038253 Sometimes Public_Transportation Obesity_Type_II
83 82 Male 23.0 1.7 50.0 no yes 2.0 3.0 Frequently no 2.721356 no 1.0 0.0 no Public_Transportation Insufficient_Weight
84 83 Male 38.0 1.75 75.0 yes yes 3.0 3.0 Frequently no 2.0 no 2.0 0.0 Sometimes Automobile Overweight_Level_I
85 84 Male 37.207082 1.770663 117.368716 yes yes 2.0 3.0 Sometimes no 1.774778 no 0.631565 0.0 Sometimes Automobile Obesity_Type_I
86 85 Female 36.769646 1.681842 83.3258 yes yes 2.689929 3.0 Sometimes no 2.515765 no 0.917014 0.0 no Automobile Overweight_Level_II
87 86 Female 26.0 1.641098 111.946655 yes yes 3.0 3.0 Sometimes no 2.634342 no 0.0 0.09776 Sometimes Public_Transportation Obesity_Type_III
88 87 Male 20.406871 1.828276 120.872294 yes yes 2.979383 3.0 Sometimes no 1.399629 no 0.740633 0.764452 Sometimes Public_Transportation Obesity_Type_II
89 88 Female 26.0 1.640741 111.933152 yes yes 3.0 3.0 Sometimes no 2.634342 no 0.0 0.15171 Sometimes Public_Transportation Obesity_Type_III
90 89 Male 25.954995 1.77151 114.133149 yes yes 2.225731 3.0 Sometimes no 2.154326 no 1.046463 0.737226 Sometimes Public_Transportation Obesity_Type_II
91 90 Female 43.604901 1.698626 77.355417 yes yes 2.0 3.0 Sometimes no 1.853991 no 1.0 0.0 Sometimes Automobile Obesity_Type_I
92 91 Female 26.0 1.62456 110.400847 yes yes 3.0 3.0 Sometimes no 2.695094 no 0.0 0.479221 Sometimes Public_Transportation Obesity_Type_III
93 92 Female 16.38009 1.713348 65.0 yes yes 2.843456 1.411808 Sometimes no 1.130079 yes 0.92635 1.313363 Sometimes Public_Transportation Overweight_Level_I
94 93 Female 18.0 1.7 50.0 yes yes 1.0 3.0 Frequently no 2.0 no 0.0 2.0 Sometimes Public_Transportation Insufficient_Weight
95 94 Male 25.540865 1.783901 114.480696 yes yes 2.312528 2.98212 Sometimes no 2.0 no 1.628637 0.0 Sometimes Public_Transportation Obesity_Type_II
96 95 Male 18.0 1.709561 75.0 yes yes 2.0 3.0 Sometimes no 1.636326 no 1.0 0.456462 no Public_Transportation Overweight_Level_I
97 96 Male 25.140074 1.824901 120.151967 yes yes 2.962415 3.0 Sometimes no 2.155926 no 1.350001 0.0 Sometimes Public_Transportation Obesity_Type_II
98 97 Male 19.0 1.62 70.0 no yes 2.0 3.0 Sometimes no 1.0 no 1.0 0.0 Sometimes Public_Transportation Overweight_Level_I
99 98 Female 26.0 1.640741 110.818757 yes yes 3.0 3.0 Sometimes no 2.70485 no 0.0 0.444532 Sometimes Public_Transportation Obesity_Type_III
100 99 Male 18.0 1.74 95.0 yes yes 2.0 3.0 Sometimes no 2.0 no 2.0 2.0 no Public_Transportation Obesity_Type_I