naabiil/Obesity_Levels_Estimation · Datasets at Hugging Face

Gender stringclasses 2 values	Age float64 14 61	Height float64 1.45 1.98	Weight float64 39 173	family_history_with_overweight stringclasses 2 values	FAVC stringclasses 2 values	FCVC float64 1 3	NCP float64 1 4	CAEC stringclasses 4 values	SMOKE stringclasses 2 values	CH2O float64 1 3	SCC stringclasses 2 values	FAF float64 0 3	TUE float64 0 2	CALC stringclasses 4 values	MTRANS stringclasses 5 values	NObeyesdad stringclasses 7 values
Female	21	1.63	60	yes	yes	3	3	Always	yes	2	no	2	0	Sometimes	Public_Transportation	Normal_Weight
Female	20.924956	1.752531	133.618706	yes	yes	3	3	Sometimes	no	2.887659	no	1.480919	0.779641	Sometimes	Public_Transportation	Obesity_Type_III
Female	22.89974	1.661715	82.595793	yes	yes	1.203754	1.355354	Sometimes	no	2.765593	no	0.128342	1.659476	Sometimes	Public_Transportation	Obesity_Type_I
Female	21.837996	1.588046	44.236067	no	no	3	1.69608	Frequently	no	2.550307	no	1.098862	0	no	Public_Transportation	Insufficient_Weight
Male	25.994746	1.811602	106.042142	yes	yes	3	3	Sometimes	no	2.858171	no	1.813318	0.680215	Sometimes	Public_Transportation	Obesity_Type_I
Male	23.327836	1.754439	119.441207	yes	yes	1.893428	3	Sometimes	no	2	no	1.917383	0.93648	Sometimes	Public_Transportation	Obesity_Type_II
Male	32.895637	1.783901	103.771371	yes	yes	2.902469	1.734762	Sometimes	no	2.600238	no	2.113992	0.584755	Sometimes	Automobile	Obesity_Type_I
Male	24.679807	1.7	84.687554	yes	yes	2	3	Sometimes	no	2.020424	no	0	1	Sometimes	Public_Transportation	Overweight_Level_II
Female	26	1.644141	111.942544	yes	yes	3	3	Sometimes	no	2.763005	no	0	0.101867	Sometimes	Public_Transportation	Obesity_Type_III
Female	22.99368	1.741377	54.877111	yes	yes	3	3	Frequently	no	2.009796	no	2	0.071317	no	Public_Transportation	Insufficient_Weight
Male	30.958051	1.906821	128.856677	yes	yes	2.633855	3	Sometimes	no	1.619305	no	1.847802	0.424612	Sometimes	Public_Transportation	Obesity_Type_II
Female	21	1.53	65	yes	no	2	3	Sometimes	no	1	no	0	1	no	Public_Transportation	Overweight_Level_II
Female	26	1.643421	111.939983	yes	yes	3	3	Sometimes	no	2.722276	no	0	0.091711	Sometimes	Public_Transportation	Obesity_Type_III
Male	19	1.8	60	yes	yes	3	1	Always	no	1	yes	0	0	no	Motorbike	Normal_Weight
Male	18	1.86	110	yes	yes	2	1	Sometimes	yes	2	no	1	2	Sometimes	Public_Transportation	Obesity_Type_I
Female	25.951737	1.629442	104.835346	yes	yes	3	3	Sometimes	no	2.225139	no	0.035928	0.565315	Sometimes	Public_Transportation	Obesity_Type_III
Female	24	1.6	45	yes	no	2	3	no	no	2	no	1	0	no	Public_Transportation	Insufficient_Weight
Female	23	1.6	78	yes	yes	2	1	Sometimes	yes	2	no	1	0	Frequently	Public_Transportation	Obesity_Type_I
Male	40.50021	1.748103	108.308112	yes	yes	2.317459	3.734323	Sometimes	no	1	no	1.628637	0	no	Automobile	Obesity_Type_II
Male	18	1.93	86	no	no	3	4	Always	no	2	no	2	0	Sometimes	Walking	Normal_Weight
Male	22.936098	1.702825	93.638318	yes	yes	2	3	Sometimes	no	1.746197	no	0.455216	0.335158	no	Public_Transportation	Obesity_Type_I
Male	33	1.83	113	yes	yes	2	1	Always	no	2	no	1	2	Frequently	Automobile	Obesity_Type_I
Female	26	1.632193	111.886611	yes	yes	3	3	Sometimes	no	2.617988	no	0	0.156187	Sometimes	Public_Transportation	Obesity_Type_III
Male	20	1.831357	89.652557	yes	yes	2.555401	3.292386	Sometimes	no	3	no	2	0.315918	Sometimes	Public_Transportation	Overweight_Level_I
Female	18	1.56	55	no	yes	2	3	Sometimes	no	1	no	0	0	Frequently	Automobile	Normal_Weight
Female	25.96773	1.603404	105.031908	yes	yes	3	3	Sometimes	no	1.919473	no	0.027101	0.546137	Sometimes	Public_Transportation	Obesity_Type_III
Male	31.540751	1.828092	91.495718	yes	yes	2	2.698883	Sometimes	no	2.035104	no	0.598438	0.017016	Sometimes	Automobile	Overweight_Level_II
Male	18	1.7	78	no	yes	1	3	Sometimes	no	2	no	0	1	Sometimes	Public_Transportation	Overweight_Level_II
Male	40.564513	1.748015	109.758736	yes	yes	2.310751	3.220181	Sometimes	no	1.006643	no	1.15804	0	no	Automobile	Obesity_Type_II
Female	22.154854	1.481682	61.373868	yes	no	2	2.983297	Sometimes	no	1.453626	no	0.32896	0.509396	no	Public_Transportation	Overweight_Level_II
Male	29	1.77	83	no	yes	1	4	Frequently	no	3	no	0	1	no	Motorbike	Overweight_Level_I
Male	33.722449	1.712905	103.276087	yes	yes	2.525884	2.040582	Sometimes	no	1	no	1.67036	0.023959	no	Public_Transportation	Obesity_Type_II
Male	24.417552	1.774775	117.398976	yes	yes	2.23372	2.993634	Sometimes	no	2.028368	no	0.863158	0.449886	Sometimes	Public_Transportation	Obesity_Type_II
Male	21.618246	1.679306	75	yes	yes	2	3	Sometimes	no	1.957871	no	0.994592	0.117303	Sometimes	Public_Transportation	Overweight_Level_I
Male	23.572648	1.698346	75	yes	yes	2	3	Sometimes	no	2	no	0.345684	1.415536	Sometimes	Public_Transportation	Overweight_Level_I
Female	25.748627	1.66877	104.774144	yes	yes	3	3	Sometimes	no	1.526416	no	0.180158	0.747909	Sometimes	Public_Transportation	Obesity_Type_III
Male	22.429812	1.64037	70	no	yes	2	1	no	no	2.069184	no	0.729898	0	Sometimes	Public_Transportation	Overweight_Level_I
Male	23.172982	1.858624	88.675503	yes	yes	2	2.77684	Sometimes	no	1.278231	no	0.55713	1	Sometimes	Automobile	Overweight_Level_I
Male	30.553097	1.780448	88.431954	yes	yes	2	1.178708	Sometimes	no	1.791286	no	0.893362	0.276364	Sometimes	Public_Transportation	Overweight_Level_II
Male	30.722801	1.779325	120.751656	yes	yes	2.519592	3	Sometimes	no	2.229145	no	0.350717	1.140348	Sometimes	Automobile	Obesity_Type_II
Male	23.360307	1.610647	100.642257	yes	yes	2.997524	1.154318	Sometimes	no	1.238057	no	1.1293	1.665621	no	Public_Transportation	Obesity_Type_II
Female	26	1.640606	111.036881	yes	yes	3	3	Sometimes	no	2.709428	no	0	0.228486	Sometimes	Public_Transportation	Obesity_Type_III
Male	22.276969	1.84995	121.786485	yes	yes	3	2.272214	Sometimes	no	1.555534	no	0.348839	0	Sometimes	Public_Transportation	Obesity_Type_II
Male	25.523127	1.786532	114.534678	yes	yes	2.100177	3	Sometimes	no	2.099687	no	1.281165	0.247332	Sometimes	Public_Transportation	Obesity_Type_II
Male	18	1.87	173	yes	yes	3	3	Frequently	no	2	no	2	1	Sometimes	Public_Transportation	Obesity_Type_III
Male	21	1.81	80	no	no	1	3	no	no	2	no	2	0	no	Public_Transportation	Normal_Weight
Female	30.163408	1.533364	78.030383	yes	yes	2.028225	1.923607	Sometimes	no	1.798917	no	0	0	no	Public_Transportation	Obesity_Type_I
Male	25.341399	1.786997	115.025361	yes	yes	1.99953	3	Sometimes	no	2.111908	no	1.453042	0.849503	Sometimes	Public_Transportation	Obesity_Type_II
Female	22	1.73	79	yes	yes	2	1	Sometimes	no	2	no	1	0	Sometimes	Public_Transportation	Overweight_Level_I
Female	16	1.57	49	no	yes	2	4	Always	no	2	no	0	1	Sometimes	Public_Transportation	Normal_Weight
Male	31.761799	1.751688	119.205308	yes	yes	2.14961	3	Sometimes	no	2.133876	no	0.393452	0.345887	Sometimes	Automobile	Obesity_Type_II
Female	18	1.670058	86.242679	yes	yes	2.609123	3	Sometimes	no	1.955053	no	1.186013	0	no	Public_Transportation	Obesity_Type_I
Female	17	1.6	53	no	yes	1	3	Sometimes	no	1	no	2	2	Sometimes	Walking	Normal_Weight
Female	20	1.61	64	yes	no	3	3	Always	no	2	yes	0	1	Frequently	Public_Transportation	Normal_Weight
Male	17.412629	1.723191	97.350366	yes	yes	2	3	Sometimes	no	2	no	0	0.931721	no	Public_Transportation	Obesity_Type_I
Male	34.576714	1.73325	103.669116	yes	yes	2.501224	2.049565	Sometimes	no	1	no	1.746583	0	no	Automobile	Obesity_Type_II
Male	25.047945	1.803207	118.332966	yes	yes	1.431346	3	Sometimes	no	2.098959	no	1.110868	0.196952	Sometimes	Public_Transportation	Obesity_Type_II
Female	23	1.644161	84.340406	yes	yes	2.177243	3	Sometimes	no	2.715572	no	2.230109	0.070897	no	Public_Transportation	Obesity_Type_I
Female	28	1.7	73	yes	no	2	3	Frequently	no	2	yes	2	0	Sometimes	Walking	Overweight_Level_I
Male	17.405104	1.82525	58.913579	yes	yes	2.580872	3.887906	Sometimes	no	2	no	2	0.453649	no	Automobile	Insufficient_Weight
Female	21.198217	1.743841	78.88036	yes	yes	2.510583	1	Sometimes	no	2	no	2.119682	0	Sometimes	Public_Transportation	Overweight_Level_I
Female	19.774317	1.541039	64.726948	no	yes	2.706134	2.669766	Sometimes	no	1.979848	yes	0.445238	0.908836	Sometimes	Public_Transportation	Overweight_Level_I
Female	27.757187	1.505437	63.892071	yes	no	2	1	Sometimes	no	1.278578	no	0.02112	0	no	Public_Transportation	Overweight_Level_II
Female	21.030909	1.71818	133.466763	yes	yes	3	3	Sometimes	no	1.517215	no	1.486289	0.937492	Sometimes	Public_Transportation	Obesity_Type_III
Female	24	1.6	51	yes	yes	1	3	Sometimes	no	2	no	0	1	Sometimes	Automobile	Normal_Weight
Female	22.667596	1.718939	75.951472	yes	yes	2	3	Frequently	no	2	no	0	2	Sometimes	Public_Transportation	Overweight_Level_I
Female	19.955257	1.5891	72.713611	yes	no	3	3.856434	Sometimes	no	2	no	1.32417	1	Sometimes	Public_Transportation	Overweight_Level_II
Female	21.478496	1.686936	51.256059	yes	yes	3	3.179995	Frequently	no	1.910378	no	0.480614	0.625079	no	Public_Transportation	Insufficient_Weight
Female	31	1.62	68	no	no	3	3	Sometimes	no	2	no	1	0	Sometimes	Automobile	Overweight_Level_I
Female	30.958957	1.633491	68.803694	yes	yes	2.052152	3	Sometimes	no	1.972074	no	0.228307	0	Sometimes	Automobile	Overweight_Level_I
Female	19.407204	1.520862	42	no	yes	3	1	Frequently	no	1.848703	no	0	0.744555	Sometimes	Public_Transportation	Insufficient_Weight
Female	21.394047	1.792933	137.832414	yes	yes	3	3	Sometimes	no	2.682909	no	1.318743	0.900497	Sometimes	Public_Transportation	Obesity_Type_III
Male	36.023972	1.670667	90.575934	yes	yes	2.903545	1.508685	Sometimes	no	2.450069	no	1.45473	0	Sometimes	Automobile	Obesity_Type_I
Male	26	1.7	70	no	yes	2	3	Sometimes	yes	1	no	0	0	Sometimes	Public_Transportation	Normal_Weight
Female	18.535075	1.688025	45	no	yes	3	3	Sometimes	no	3	yes	2.539762	1.283673	no	Public_Transportation	Insufficient_Weight
Male	28.825223	1.765874	82.045045	yes	yes	1.064162	3.98955	Sometimes	no	2.028426	no	0.81517	0.894678	Sometimes	Public_Transportation	Overweight_Level_I
Female	23.035829	1.598612	42.993937	no	no	2.753752	2.812377	Frequently	no	2.346647	no	1.612248	0	no	Public_Transportation	Insufficient_Weight
Male	18.011718	1.680991	79.752916	yes	yes	2.413156	2.521546	Sometimes	no	1.985312	no	0.00705	0.965464	Sometimes	Public_Transportation	Overweight_Level_II
Female	20.781751	1.734092	125.117633	yes	yes	3	3	Sometimes	no	1.54249	no	0.6277	0.450479	Sometimes	Public_Transportation	Obesity_Type_III
Male	38.112989	1.766888	118.134898	yes	yes	2.240757	2.911568	Sometimes	no	1.895876	no	0.822186	0	Sometimes	Automobile	Obesity_Type_II
Female	21.106056	1.722884	92.949254	yes	yes	1.164062	3	Sometimes	no	1.157395	no	0	0.320851	Sometimes	Public_Transportation	Obesity_Type_I
Male	29.43879	1.770126	108.602715	yes	yes	3	3	Sometimes	no	1.163264	no	1.866023	1.604608	Sometimes	Automobile	Obesity_Type_I
Male	26	1.7	72	no	yes	2	3	Always	no	2	no	0	0	Sometimes	Public_Transportation	Normal_Weight
Female	19.529746	1.751038	133.843033	yes	yes	3	3	Sometimes	no	2.955075	no	1.46046	0.655558	Sometimes	Public_Transportation	Obesity_Type_III
Female	18	1.62	50	no	yes	3	3	Sometimes	no	1	no	0	0	Sometimes	Automobile	Normal_Weight
Female	26	1.629727	111.275646	yes	yes	3	3	Sometimes	no	2.495851	no	0	0.218645	Sometimes	Public_Transportation	Obesity_Type_III
Female	25.293202	1.503379	64.342459	yes	no	2	1	Sometimes	no	1.639807	no	0.072117	0	no	Public_Transportation	Overweight_Level_II
Female	38	1.64	59.8	yes	yes	2	3	Sometimes	no	2	no	2	0	no	Public_Transportation	Normal_Weight
Female	25.930376	1.608808	102.083964	yes	yes	3	3	Sometimes	no	1.019684	no	0.026033	1	Sometimes	Public_Transportation	Obesity_Type_III
Male	19.703095	1.704141	78.790936	yes	no	1.650505	3	Sometimes	no	2	no	1.73234	1	Sometimes	Public_Transportation	Overweight_Level_II
Male	21	1.62	70	no	yes	2	1	no	no	3	no	1	0	Sometimes	Public_Transportation	Overweight_Level_I
Male	26.899886	1.812919	119.841446	yes	yes	2.347942	3	Sometimes	no	2.730663	no	0.689371	0.188693	Sometimes	Public_Transportation	Obesity_Type_II
Male	24	1.66	67	yes	yes	3	1	Sometimes	no	2	no	1	0	no	Public_Transportation	Normal_Weight
Male	18.128249	1.699437	52.08657	yes	yes	2.853513	3	Sometimes	no	2	no	0.680464	1.258881	Sometimes	Public_Transportation	Insufficient_Weight
Female	17	1.53	55	yes	yes	2	3	Sometimes	no	1	no	0	1	no	Public_Transportation	Normal_Weight
Female	18	1.686904	90.004046	yes	yes	2.737149	3	Sometimes	no	1.997195	no	1.352663	0.468483	Sometimes	Public_Transportation	Obesity_Type_I
Female	21	1.75	88	yes	yes	2	3	Sometimes	no	3	no	3	0	Sometimes	Public_Transportation	Overweight_Level_II
Male	27	1.72	88	yes	yes	2	1	Always	no	2	no	0	0	Sometimes	Automobile	Overweight_Level_II
Female	23.712641	1.742901	132.8071	yes	yes	3	3	Sometimes	no	2.856795	no	1.046463	0.586163	Sometimes	Public_Transportation	Obesity_Type_III
Male	17.469417	1.798645	59.612717	yes	yes	2.336044	4	Sometimes	no	2	no	2	0.133005	no	Automobile	Insufficient_Weight

Female

21

1.63

60

yes

3

Always

yes

2

no

2

0

Sometimes

Public_Transportation

Normal_Weight

Female

20.924956

1.752531

133.618706

yes

3

Sometimes

no

2.887659

no

1.480919

0.779641

Sometimes

Public_Transportation

Obesity_Type_III

Female

22.89974

1.661715

82.595793

yes

1.203754

1.355354

Sometimes

no

2.765593

no

0.128342

1.659476

Sometimes

Public_Transportation

Obesity_Type_I

Female

21.837996

1.588046

44.236067

no

3

1.69608

Frequently

no

2.550307

no

1.098862

0

no

Public_Transportation

Insufficient_Weight

Male

25.994746

1.811602

106.042142

yes

3

Sometimes

no

2.858171

no

1.813318

0.680215

Sometimes

Public_Transportation

Obesity_Type_I

Male

23.327836

1.754439

119.441207

yes

1.893428

3

Sometimes

no

2

no

1.917383

0.93648

Sometimes

Public_Transportation

Obesity_Type_II

Male

32.895637

1.783901

103.771371

yes

2.902469

1.734762

Sometimes

no

2.600238

no

2.113992

0.584755

Sometimes

Automobile

Obesity_Type_I

Male

24.679807

1.7

84.687554

yes

2

3

Sometimes

no

2.020424

no

0

1

Sometimes

Public_Transportation

Overweight_Level_II

Female

26

1.644141

111.942544

yes

3

Sometimes

no

2.763005

no

0

0.101867

Sometimes

Public_Transportation

Obesity_Type_III

Female

22.99368

1.741377

54.877111

yes

3

Frequently

no

2.009796

no

2

0.071317

no

Public_Transportation

Insufficient_Weight

Male

30.958051

1.906821

128.856677

yes

2.633855

3

Sometimes

no

1.619305

no

1.847802

0.424612

Sometimes

Public_Transportation

Obesity_Type_II

Female

21

1.53

65

yes

no

2

3

Sometimes

no

1

no

0

1

no

Public_Transportation

Overweight_Level_II

Female

26

1.643421

111.939983

yes

3

Sometimes

no

2.722276

no

0

0.091711

Sometimes

Public_Transportation

Obesity_Type_III

Male

19

1.8

60

yes

3

1

Always

no

1

yes

0

no

Motorbike

Normal_Weight

Male

18

1.86

110

yes

2

1

Sometimes

yes

2

no

1

2

Sometimes

Public_Transportation

Obesity_Type_I

Female

25.951737

1.629442

104.835346

yes

3

Sometimes

no

2.225139

no

0.035928

0.565315

Sometimes

Public_Transportation

Obesity_Type_III

Female

24

1.6

45

yes

no

2

3

no

2

no

1

0

no

Public_Transportation

Insufficient_Weight

Female

23

1.6

78

yes

2

1

Sometimes

yes

2

no

1

0

Frequently

Public_Transportation

Obesity_Type_I

Male

40.50021

1.748103

108.308112

yes

2.317459

3.734323

Sometimes

no

1

no

1.628637

0

no

Automobile

Obesity_Type_II

Male

18

1.93

86

no

3

4

Always

no

2

no

2

0

Sometimes

Walking

Normal_Weight

Male

22.936098

1.702825

93.638318

yes

2

3

Sometimes

no

1.746197

no

0.455216

0.335158

no

Public_Transportation

Obesity_Type_I

Male

33

1.83

113

yes

2

1

Always

no

2

no

1

2

Frequently

Automobile

Obesity_Type_I

Female

26

1.632193

111.886611

yes

3

Sometimes

no

2.617988

no

0

0.156187

Sometimes

Public_Transportation

Obesity_Type_III

Male

20

1.831357

89.652557

yes

2.555401

3.292386

Sometimes

no

3

no

2

0.315918

Sometimes

Public_Transportation

Overweight_Level_I

Female

18

1.56

55

no

yes

2

3

Sometimes

no

1

no

0

Frequently

Automobile

Normal_Weight

Female

25.96773

1.603404

105.031908

yes

3

Sometimes

no

1.919473

no

0.027101

0.546137

Sometimes

Public_Transportation

Obesity_Type_III

Male

31.540751

1.828092

91.495718

yes

2

2.698883

Sometimes

no

2.035104

no

0.598438

0.017016

Sometimes

Automobile

Overweight_Level_II

Male

18

1.7

78

no

yes

1

3

Sometimes

no

2

no

0

1

Sometimes

Public_Transportation

Overweight_Level_II

Male

40.564513

1.748015

109.758736

yes

2.310751

3.220181

Sometimes

no

1.006643

no

1.15804

0

no

Automobile

Obesity_Type_II

Female

22.154854

1.481682

61.373868

yes

no

2

2.983297

Sometimes

no

1.453626

no

0.32896

0.509396

no

Public_Transportation

Overweight_Level_II

Male

29

1.77

83

no

yes

1

4

Frequently

no

3

no

0

1

no

Motorbike

Overweight_Level_I

Male

33.722449

1.712905

103.276087

yes

2.525884

2.040582

Sometimes

no

1

no

1.67036

0.023959

no

Public_Transportation

Obesity_Type_II

Male

24.417552

1.774775

117.398976

yes

2.23372

2.993634

Sometimes

no

2.028368

no

0.863158

0.449886

Sometimes

Public_Transportation

Obesity_Type_II

Male

21.618246

1.679306

75

yes

2

3

Sometimes

no

1.957871

no

0.994592

0.117303

Sometimes

Public_Transportation

Overweight_Level_I

Male

23.572648

1.698346

75

yes

2

3

Sometimes

no

2

no

0.345684

1.415536

Sometimes

Public_Transportation

Overweight_Level_I

Female

25.748627

1.66877

104.774144

yes

3

Sometimes

no

1.526416

no

0.180158

0.747909

Sometimes

Public_Transportation

Obesity_Type_III

Male

22.429812

1.64037

70

no

yes

2

1

no

2.069184

no

0.729898

0

Sometimes

Public_Transportation

Overweight_Level_I

Male

23.172982

1.858624

88.675503

yes

2

2.77684

Sometimes

no

1.278231

no

0.55713

1

Sometimes

Automobile

Overweight_Level_I

Male

30.553097

1.780448

88.431954

yes

2

1.178708

Sometimes

no

1.791286

no

0.893362

0.276364

Sometimes

Public_Transportation

Overweight_Level_II

Male

30.722801

1.779325

120.751656

yes

2.519592

3

Sometimes

no

2.229145

no

0.350717

1.140348

Sometimes

Automobile

Obesity_Type_II

Male

23.360307

1.610647

100.642257

yes

2.997524

1.154318

Sometimes

no

1.238057

no

1.1293

1.665621

no

Public_Transportation

Obesity_Type_II

Female

26

1.640606

111.036881

yes

3

Sometimes

no

2.709428

no

0

0.228486

Sometimes

Public_Transportation

Obesity_Type_III

Male

22.276969

1.84995

121.786485

yes

3

2.272214

Sometimes

no

1.555534

no

0.348839

0

Sometimes

Public_Transportation

Obesity_Type_II

Male

25.523127

1.786532

114.534678

yes

2.100177

3

Sometimes

no

2.099687

no

1.281165

0.247332

Sometimes

Public_Transportation

Obesity_Type_II

Male

18

1.87

173

yes

3

Frequently

no

2

no

2

1

Sometimes

Public_Transportation

Obesity_Type_III

Male

21

1.81

80

no

1

3

no

2

no

2

0

no

Public_Transportation

Normal_Weight

Female

30.163408

1.533364

78.030383

yes

2.028225

1.923607

Sometimes

no

1.798917

no

0

no

Public_Transportation

Obesity_Type_I

Male

25.341399

1.786997

115.025361

yes

1.99953

3

Sometimes

no

2.111908

no

1.453042

0.849503

Sometimes

Public_Transportation

Obesity_Type_II

Female

22

1.73

79

yes

2

1

Sometimes

no

2

no

1

0

Sometimes

Public_Transportation

Overweight_Level_I

Female

16

1.57

49

no

yes

2

4

Always

no

2

no

0

1

Sometimes

Public_Transportation

Normal_Weight

Male

31.761799

1.751688

119.205308

yes

2.14961

3

Sometimes

no

2.133876

no

0.393452

0.345887

Sometimes

Automobile

Obesity_Type_II

Female

18

1.670058

86.242679

yes

2.609123

3

Sometimes

no

1.955053

no

1.186013

0

no

Public_Transportation

Obesity_Type_I

Female

17

1.6

53

no

yes

1

3

Sometimes

no

1

no

2

Sometimes

Walking

Normal_Weight

Female

20

1.61

64

yes

no

3

Always

no

2

yes

0

1

Frequently

Public_Transportation

Normal_Weight

Male

17.412629

1.723191

97.350366

yes

2

3

Sometimes

no

2

no

0

0.931721

no

Public_Transportation

Obesity_Type_I

Male

34.576714

1.73325

103.669116

yes

2.501224

2.049565

Sometimes

no

1

no

1.746583

0

no

Automobile

Obesity_Type_II

Male

25.047945

1.803207

118.332966

yes

1.431346

3

Sometimes

no

2.098959

no

1.110868

0.196952

Sometimes

Public_Transportation

Obesity_Type_II

Female

23

1.644161

84.340406

yes

2.177243

3

Sometimes

no

2.715572

no

2.230109

0.070897

no

Public_Transportation

Obesity_Type_I

Female

28

1.7

73

yes

no

2

3

Frequently

no

2

yes

2

0

Sometimes

Walking

Overweight_Level_I

Male

17.405104

1.82525

58.913579

yes

2.580872

3.887906

Sometimes

no

2

no

2

0.453649

no

Automobile

Insufficient_Weight

Female

21.198217

1.743841

78.88036

yes

2.510583

1

Sometimes

no

2

no

2.119682

0

Sometimes

Public_Transportation

Overweight_Level_I

Female

19.774317

1.541039

64.726948

no

yes

2.706134

2.669766

Sometimes

no

1.979848

yes

0.445238

0.908836

Sometimes

Public_Transportation

Overweight_Level_I

Female

27.757187

1.505437

63.892071

yes

no

2

1

Sometimes

no

1.278578

no

0.02112

0

no

Public_Transportation

Overweight_Level_II

Female

21.030909

1.71818

133.466763

yes

3

Sometimes

no

1.517215

no

1.486289

0.937492

Sometimes

Public_Transportation

Obesity_Type_III

Female

24

1.6

51

yes

1

3

Sometimes

no

2

no

0

1

Sometimes

Automobile

Normal_Weight

Female

22.667596

1.718939

75.951472

yes

2

3

Frequently

no

2

no

0

2

Sometimes

Public_Transportation

Overweight_Level_I

Female

19.955257

1.5891

72.713611

yes

no

3

3.856434

Sometimes

no

2

no

1.32417

1

Sometimes

Public_Transportation

Overweight_Level_II

Female

21.478496

1.686936

51.256059

yes

3

3.179995

Frequently

no

1.910378

no

0.480614

0.625079

no

Public_Transportation

Insufficient_Weight

Female

31

1.62

68

no

3

Sometimes

no

2

no

1

0

Sometimes

Automobile

Overweight_Level_I

Female

30.958957

1.633491

68.803694

yes

2.052152

3

Sometimes

no

1.972074

no

0.228307

0

Sometimes

Automobile

Overweight_Level_I

Female

19.407204

1.520862

42

no

yes

3

1

Frequently

no

1.848703

no

0

0.744555

Sometimes

Public_Transportation

Insufficient_Weight

Female

21.394047

1.792933

137.832414

yes

3

Sometimes

no

2.682909

no

1.318743

0.900497

Sometimes

Public_Transportation

Obesity_Type_III

Male

36.023972

1.670667

90.575934

yes

2.903545

1.508685

Sometimes

no

2.450069

no

1.45473

0

Sometimes

Automobile

Obesity_Type_I

Male

26

1.7

70

no

yes

2

3

Sometimes

yes

1

no

0

Sometimes

Public_Transportation

Normal_Weight

Female

18.535075

1.688025

45

no

yes

3

Sometimes

no

3

yes

2.539762

1.283673

no

Public_Transportation

Insufficient_Weight

Male

28.825223

1.765874

82.045045

yes

1.064162

3.98955

Sometimes

no

2.028426

no

0.81517

0.894678

Sometimes

Public_Transportation

Overweight_Level_I

Female

23.035829

1.598612

42.993937

no

2.753752

2.812377

Frequently

no

2.346647

no

1.612248

0

no

Public_Transportation

Insufficient_Weight

Male

18.011718

1.680991

79.752916

yes

2.413156

2.521546

Sometimes

no

1.985312

no

0.00705

0.965464

Sometimes

Public_Transportation

Overweight_Level_II

Female

20.781751

1.734092

125.117633

yes

3

Sometimes

no

1.54249

no

0.6277

0.450479

Sometimes

Public_Transportation

Obesity_Type_III

Male

38.112989

1.766888

118.134898

yes

2.240757

2.911568

Sometimes

no

1.895876

no

0.822186

0

Sometimes

Automobile

Obesity_Type_II

Female

21.106056

1.722884

92.949254

yes

1.164062

3

Sometimes

no

1.157395

no

0

0.320851

Sometimes

Public_Transportation

Obesity_Type_I

Male

29.43879

1.770126

108.602715

yes

3

Sometimes

no

1.163264

no

1.866023

1.604608

Sometimes

Automobile

Obesity_Type_I

Male

26

1.7

72

no

yes

2

3

Always

no

2

no

0

Sometimes

Public_Transportation

Normal_Weight

Female

19.529746

1.751038

133.843033

yes

3

Sometimes

no

2.955075

no

1.46046

0.655558

Sometimes

Public_Transportation

Obesity_Type_III

Female

18

1.62

50

no

yes

3

Sometimes

no

1

no

0

Sometimes

Automobile

Normal_Weight

Female

26

1.629727

111.275646

yes

3

Sometimes

no

2.495851

no

0

0.218645

Sometimes

Public_Transportation

Obesity_Type_III

Female

25.293202

1.503379

64.342459

yes

no

2

1

Sometimes

no

1.639807

no

0.072117

0

no

Public_Transportation

Overweight_Level_II

Female

38

1.64

59.8

yes

2

3

Sometimes

no

2

no

2

0

no

Public_Transportation

Normal_Weight

Female

25.930376

1.608808

102.083964

yes

3

Sometimes

no

1.019684

no

0.026033

1

Sometimes

Public_Transportation

Obesity_Type_III

Male

19.703095

1.704141

78.790936

yes

no

1.650505

3

Sometimes

no

2

no

1.73234

1

Sometimes

Public_Transportation

Overweight_Level_II

Male

21

1.62

70

no

yes

2

1

no

3

no

1

0

Sometimes

Public_Transportation

Overweight_Level_I

Male

26.899886

1.812919

119.841446

yes

2.347942

3

Sometimes

no

2.730663

no

0.689371

0.188693

Sometimes

Public_Transportation

Obesity_Type_II

Male

24

1.66

67

yes

3

1

Sometimes

no

2

no

1

0

no

Public_Transportation

Normal_Weight

Male

18.128249

1.699437

52.08657

yes

2.853513

3

Sometimes

no

2

no

0.680464

1.258881

Sometimes

Public_Transportation

Insufficient_Weight

Female

17

1.53

55

yes

2

3

Sometimes

no

1

no

0

1

no

Public_Transportation

Normal_Weight

Female

18

1.686904

90.004046

yes

2.737149

3

Sometimes

no

1.997195

no

1.352663

0.468483

Sometimes

Public_Transportation

Obesity_Type_I

Female

21

1.75

88

yes

2

3

Sometimes

no

3

no

3

0

Sometimes

Public_Transportation

Overweight_Level_II

Male

27

1.72

88

yes

2

1

Always

no

2

no

0

Sometimes

Automobile

Overweight_Level_II

Female

23.712641

1.742901

132.8071

yes

3

Sometimes

no

2.856795

no

1.046463

0.586163

Sometimes

Public_Transportation

Obesity_Type_III

Male

17.469417

1.798645

59.612717

yes

2.336044

4

Sometimes

no

2

no

2

0.133005

no

Automobile

Insufficient_Weight