Datasets:
anasmakki
/
thyroidDFBalanced

Dataset card Data Studio Files
xet
 Community
1
age
int64
sex
int64
on_thyroxine
int64
query_on_thyroxine
int64
on_antithyroid_meds
int64
sick
int64
pregnant
int64
thyroid_surgery
int64
I131_treatment
int64
query_hypothyroid
int64
query_hyperthyroid
int64
lithium
int64
goitre
int64
tumor
int64
psych
int64
TSH
float64
T3
float64
TT4
float64
T4U
float64
FTI
float64
TBG
float64
referral_source
int64
target
string
39
0
0
0
0
0
0
0
0
0
0
0
0
0
0
11.49063
2.112424
80.378816
1.080061
74.124237
0
4
Hypothyroid
42
0
0
0
0
0
0
0
0
0
0
0
0
0
0
8.44309
1.457949
110.897471
1.051025
105.215448
0
4
Hypothyroid
60
0
0
0
0
0
0
0
0
0
0
0
0
0
0
10.560071
1.633947
88.334867
1.000092
88.325664
0
3
Hypothyroid
68
0
0
0
0
0
0
0
0
0
0
0
0
0
0
55.438909
0.6
18.51127
0.942669
19.194544
0
3
Hypothyroid
83
0
0
0
0
0
0
0
0
0
0
0
0
0
0
33.765836
0.74215
51.765836
1.103443
47.046833
0
3
Hypothyroid
69
0
0
0
0
0
0
0
0
0
0
0
0
0
0
8.039178
1.378357
103.742507
0.969179
106.82464
0
3
Hypothyroid
63
0
0
0
0
0
0
0
0
0
0
0
0
0
0
6.793999
1.560001
73.439999
0.9934
73.879998
0
5
Hypothyroid
66
0
0
0
0
0
0
0
0
0
0
0
0
0
0
7.043765
0.814668
81.520784
0.905208
90
0
5
Hypothyroid
33
0
0
0
0
0
0
0
0
0
0
0
0
0
0
17.947573
1.535081
64.92136
0.909214
71.649191
0
2
Hypothyroid
35
0
0
0
0
0
0
0
0
0
0
0
0
0
0
13.747597
2.238185
85.941775
1.230291
69.941775
0
0
Hypothyroid
64
0
0
0
0
0
0
0
0
0
0
0
0
0
0
35.079642
1.152215
23.920358
0.965311
24.796416
0
3
Hypothyroid
60
0
0
0
0
0
0
0
0
0
0
0
0
0
0
7.583436
0
76.416564
0.962497
79.166871
0
5
Hypothyroid
46
0
0
0
0
0
0
0
0
0
0
0
0
0
0
11.417039
2.527018
91.573428
0
0
0
5
Hypothyroid
54
1
0
0
0
0
0
0
0
0
0
0
0
0
0
6.050755
1.823885
53.604496
0.881791
61
0
5
Hypothyroid
61
0
0
0
0
0
0
0
0
0
0
0
0
0
0
117.061091
0.037556
17.624436
1.043428
16.718327
0
3
Hypothyroid
60
0
0
0
0
0
0
0
0
0
0
0
0
0
0
47.824882
1.784517
76.69033
1.095355
70.164976
0
4
Hypothyroid
23
0
0
0
0
0
0
0
0
0
0
0
0
0
0
238.358605
0.421119
14.378459
0.960638
15.231047
0
5
Hypothyroid
35
0
0
0
0
0
0
0
0
0
0
0
0
0
0
226.505883
0.496111
4.29183
1.221634
3.58366
0
5
Hypothyroid
60
0
0
0
0
0
0
0
0
0
0
0
0
0
0
9.562964
1.674186
89
1.085163
81.612793
0
3
Hypothyroid
51
0
0
0
0
0
0
0
0
0
0
0
0
0
0
106
0.549951
6.251232
0.945054
6.300788
0
3
Hypothyroid
53
0
0
0
0
0
0
0
0
0
0
0
0
0
0
117.313062
0.274775
17.313062
1.111824
15.626123
0
3
Hypothyroid
64
0
0
0
0
0
0
0
0
0
0
0
0
0
0
21.227982
0
89.286696
1.125734
79.227982
0
5
Hypothyroid
71
0
0
0
0
0
0
0
0
0
0
0
0
0
0
22.439171
0
59.460311
1.153809
51.359793
0
1
Hypothyroid
26
0
0
0
0
0
0
0
0
0
0
0
0
0
0
6.642778
1.7
96
0.981444
97.941109
0
4
Hypothyroid
53
0
0
0
0
0
0
0
0
0
0
0
0
0
0
13.751147
1.598623
77
0.942489
81.751147
0
5
Hypothyroid
66
0
0
0
0
0
0
0
0
0
0
0
0
0
0
82.868016
1.786675
117.666878
1.271332
92.666878
0
3
Hypothyroid
72
0
0
0
0
0
0
0
0
0
0
0
0
0
0
13.79756
1.843902
92.219513
0.78122
118.829268
0
5
Hypothyroid
74
0
0
0
0
0
0
0
0
1
0
0
0
0
0
22.84931
1.87867
88.575345
1.095147
81
0
5
Hypothyroid
63
0
0
0
0
0
0
0
0
0
0
0
0
0
0
7.694814
1.778889
122.579624
1.053167
115.894447
0
4
Hypothyroid
62
0
0
0
0
0
0
0
0
0
0
0
0
0
0
20.784121
1.470161
88.10794
0.768381
115.377788
0
5
Hypothyroid
32
0
0
0
0
0
0
0
0
0
0
0
0
0
0
7.031843
0.592577
90
1.003408
89.659214
0
4
Hypothyroid
27
0
0
0
0
0
0
0
0
0
0
0
0
0
0
8.955262
0.652282
71.778951
0.96779
74.296492
0
3
Hypothyroid
74
0
0
0
0
0
0
0
0
0
0
0
0
0
0
8.305222
1.818538
136.989555
1.125875
121.804178
0
5
Hypothyroid
74
0
0
0
0
0
0
0
0
0
0
0
0
0
0
14.91915
1.534841
62.939362
1.064495
59.469681
0
2
Hypothyroid
85
0
0
0
0
0
0
0
0
0
0
0
0
0
0
12.77806
0.041815
86.871339
0.918713
94.032165
0
4
Hypothyroid
67
0
0
0
0
0
0
0
0
0
0
0
0
0
0
11.004511
1.862138
75.122986
0
0
0
4
Hypothyroid
59
1
0
0
0
0
0
0
0
0
0
0
0
0
0
6.950302
1.241683
83
0.832505
99.749496
0
3
Hypothyroid
37
0
0
0
0
0
0
0
0
0
0
0
0
0
0
38.921466
0.243979
4.448168
0.504188
3.025131
0
5
Hypothyroid
39
0
0
0
0
0
0
0
0
0
0
0
0
0
0
8.001575
0.643982
109.005249
0.978639
111.853393
0
5
Hypothyroid
18
0
0
0
0
0
0
0
0
0
0
0
0
0
0
477.38901
0.016972
44.219291
1.302716
33.38901
0
4
Hypothyroid
59
0
0
0
0
0
0
0
0
0
0
0
0
0
0
9.979455
0.989728
76.395891
0.95
80.395891
0
5
Hypothyroid
45
0
0
0
0
0
0
0
0
0
0
0
0
0
0
7.954124
1.424771
109.495418
0.854985
127.996945
0
5
Hypothyroid
72
0
0
0
0
0
0
0
0
0
0
0
0
0
0
16.312547
2.60452
89.936347
0.74
121.936347
0
4
Hypothyroid
69
0
0
0
0
0
0
0
0
1
0
0
0
0
0
6.55916
1.62252
47.957997
0.854504
56.324394
0
3
Hypothyroid
14
0
0
0
0
0
0
0
0
0
0
0
0
0
0
15.036188
1.778287
56.060313
0.950724
59.024125
0
3
Hypothyroid
85
0
0
0
0
0
0
0
0
0
0
0
0
0
0
137.177
1.072567
26.897125
1.170111
23.548667
0
3
Hypothyroid
45
0
0
0
0
0
0
0
0
0
0
0
0
0
0
67.618707
0.351169
2.780935
1.091673
2.710702
0
5
Hypothyroid
72
0
0
0
0
0
0
0
0
1
0
0
0
0
0
21.162745
1.44183
90.116341
1.127909
79.883659
0
5
Hypothyroid
58
0
0
0
0
0
0
0
0
0
0
0
0
0
0
167.103101
0.357938
14.896899
1.131113
12.738139
0
5
Hypothyroid
37
0
0
0
0
0
0
0
0
0
0
0
0
0
0
12
2.339317
83.393168
1.209658
69.213663
0
1
Hypothyroid
70
0
0
0
0
0
0
0
0
0
0
0
0
0
0
6.5919
0.351324
119.161991
1.048107
114.080996
0
3
Hypothyroid
27
0
0
0
0
0
0
0
0
0
0
0
0
0
0
6.301856
2.547679
105.953589
1.224211
87.018564
0
5
Hypothyroid
61
0
0
0
0
0
0
0
0
0
0
0
0
0
0
7.956025
0.048861
75.926708
0.951222
79.828986
0
5
Hypothyroid
68
0
0
0
0
0
0
0
0
0
1
0
0
0
0
11.858098
0.460475
67
0.75
89
0
3
Hypothyroid
50
0
0
0
0
0
0
0
0
0
0
0
0
0
0
19.510815
1.938311
91.936148
0.841916
109.680741
1.787853
3
Hypothyroid
79
0
0
0
0
0
0
0
0
0
0
0
0
0
0
17.756279
1.91876
76.04062
1.079188
70.12186
0
3
Hypothyroid
76
0
0
0
0
0
0
0
0
0
0
0
0
0
0
26.50268
2.304055
100.29457
0.866702
115.66488
23.7567
5
Hypothyroid
59
0
0
0
0
0
0
0
0
0
0
0
0
0
0
45.444032
0.062239
17.444032
1.011575
17.510451
0
3
Hypothyroid
35
0
0
0
0
0
0
0
0
0
0
0
0
0
0
9.240975
1.693983
86.230008
0.9008
96.150039
0
1
Hypothyroid
65
0
0
0
0
0
0
0
0
0
0
0
0
0
0
47.200584
0.373353
12.266472
1.326018
9.486384
0
5
Hypothyroid
33
0
0
0
0
0
0
0
0
0
0
0
0
0
0
44.596134
0.2
3.346165
0.868846
3.634629
0
5
Hypothyroid
57
0
0
0
0
0
0
0
0
0
0
0
0
0
0
9.086451
0.01287
100.979678
1.119932
89.986452
0
4
Hypothyroid
65
0
0
0
0
0
0
0
0
0
0
0
0
0
0
47.930567
0.496528
4.313408
1.357801
3.202993
0
5
Hypothyroid
22
0
0
0
0
0
0
0
0
0
0
0
0
0
0
432.995927
0.429959
11.392668
1.123886
9.595112
0
5
Hypothyroid
51
1
0
0
0
0
0
0
0
0
0
0
0
0
0
60.376838
0.662316
17.391544
1.019559
17.898897
0
4
Hypothyroid
29
0
0
0
0
0
0
0
0
0
0
0
0
0
0
98.916508
0.306142
5.388195
0.977543
5.388195
0
5
Hypothyroid
70
0
0
0
0
0
0
0
0
0
0
0
0
0
0
6.746641
1.946641
90.883397
1.02417
89.349809
0
2
Hypothyroid
59
0
0
0
0
0
0
0
0
0
0
0
0
0
0
8.220672
0.821877
84.103361
0.846322
99.103361
0
5
Hypothyroid
32
0
0
0
0
0
0
0
0
0
0
0
0
0
0
10.910935
1.754195
69.17813
0.901272
77.076341
0
5
Hypothyroid
20
0
0
0
0
0
0
0
0
0
0
0
0
0
0
8.321373
1.6
111.285492
0.91
122.285492
0
4
Hypothyroid
63
0
0
0
0
0
0
0
0
0
0
0
0
0
0
109.536287
1.192743
41.854851
0.940315
44.356455
0
4
Hypothyroid
63
0
0
0
0
0
0
0
0
0
0
0
0
0
0
53.194119
0.657563
42.266385
0.793815
52.690755
0
5
Hypothyroid
48
0
0
0
0
0
0
0
0
0
0
0
0
0
0
126.802733
0.230046
10.218816
1.044977
10.18877
0
5
Hypothyroid
81
0
0
0
0
0
0
0
0
0
0
0
0
0
0
12.604279
1.015037
50.260391
1.051369
48.191932
0
4
Hypothyroid
42
0
0
0
0
0
0
0
0
0
0
0
0
0
0
9.755345
0.683156
102.367652
1.044158
98.463905
0
4
Hypothyroid
70
0
0
0
0
0
0
0
0
0
1
0
0
0
0
13.04279
0.164303
67
0.75
89
0
3
Hypothyroid
64
0
0
0
0
0
0
0
0
0
0
0
0
0
0
19.61288
0.682034
85.61288
1.069308
80.341017
0
5
Hypothyroid
23
0
0
0
0
0
0
0
0
0
0
0
0
0
0
70.068658
0.56859
30.065009
1.039423
28.750912
0
5
Hypothyroid
43
0
0
0
0
0
0
0
0
0
0
0
0
0
0
6.77152
2.053001
99.430398
0.890728
111.536399
0
5
Hypothyroid
54
0
0
0
0
0
0
0
0
0
0
0
0
0
0
165.426231
0.391475
16.57377
1.178066
13.744262
0
5
Hypothyroid
47
0
0
0
0
0
0
0
0
0
0
0
0
0
0
7.616769
2.238923
127.167691
1.226308
103.536923
0
5
Hypothyroid
55
0
0
0
0
0
0
0
0
0
0
0
0
0
0
13.413758
0
107.816708
1.366334
78.727764
0
5
Hypothyroid
62
0
0
0
0
0
0
0
0
0
0
0
0
0
0
32.75707
1.912146
65
0.947288
69.392676
0
5
Hypothyroid
48
0
0
0
0
0
0
0
0
0
0
0
0
0
0
89.003703
1.065491
51.003703
0.940928
54.174396
0
3
Hypothyroid
24
0
0
0
0
0
0
0
0
0
0
0
0
0
0
12.702791
0.65386
89.080463
0.882693
101.513955
0
3
Hypothyroid
39
0
0
0
0
0
0
0
0
0
0
0
0
0
0
8.085017
0.930294
101.074913
0.907166
112.358304
0
5
Hypothyroid
72
0
0
0
0
0
0
0
0
0
0
0
0
0
0
9.586436
1.210763
90.973092
0.904596
100.513454
0
4
Hypothyroid
64
0
0
0
0
1
0
0
0
0
0
0
0
0
0
22.877375
0
79.226255
0.942073
84.386873
0
5
Hypothyroid
53
0
0
0
0
0
0
0
0
0
0
0
0
0
0
59.799639
1.962945
24.228726
1.163724
20.257091
0
3
Hypothyroid
23
0
0
0
0
0
0
0
0
0
1
0
0
0
0
7.769814
2.149929
103.198858
1.061989
97
0
1
Hypothyroid
35
0
0
0
0
0
0
0
0
0
0
0
0
0
0
6.381597
0.417674
115.092013
1.104576
104.634376
0
5
Hypothyroid
33
0
0
0
0
0
0
0
0
0
0
0
0
0
0
11
0.017326
69
0.959422
72.048128
0
5
Hypothyroid
62
0
0
0
0
0
0
0
0
0
0
0
0
0
0
15.443401
1.603914
65.384345
0.693452
95.462618
0
4
Hypothyroid
50
0
0
0
0
0
0
0
0
0
0
0
0
0
0
10.986268
0.173496
69.306018
1.08265
64.433739
0
5
Hypothyroid
63
1
0
0
0
0
0
0
0
0
0
0
0
0
0
15.517863
0.471804
102.988992
0
0
0
4
Hypothyroid
56
0
0
0
0
0
0
0
0
0
0
0
0
0
0
28
0
85.870996
1.01871
84
0
5
Hypothyroid
46
0
0
0
0
0
0
0
0
0
0
0
0
0
0
56.138781
0.295374
11.426329
0.69623
3.147341
0
3
Hypothyroid
34
1
0
0
0
0
0
0
0
0
0
0
0
0
0
8.518341
0.759635
81.926636
0.771927
107.201827
0
2
Hypothyroid
59
1
0
0
0
0
0
0
0
0
0
0
0
0
0
9.010855
2.095198
88.530268
0
0
0
5
Hypothyroid
50
0
0
0
0
0
0
0
0
0
0
0
0
0
0
513.927112
1.662988
12.851641
1.114815
11.222021
0
5
Hypothyroid