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
56
0
0
0
0
0
0
0
0
0
0
0
0
0
0
19.993913
1.651522
90.012175
0.805213
112.484781
0
3
Hypothyroid
70
0
0
0
0
0
0
0
0
0
0
0
0
0
0
53.218632
0.608199
96.812422
0.97205
100.945342
0
3
Hypothyroid
34
0
0
0
0
0
0
0
0
0
0
0
0
0
0
31.349603
0.122361
67.961407
0.925244
73.611805
0
0
Hypothyroid
25
0
0
0
0
0
0
0
0
0
0
0
0
0
0
12.495179
0
88.009642
0.852524
103.883437
0
3
Hypothyroid
46
0
0
0
0
0
0
0
0
0
0
0
0
0
0
7.10364
1.204369
135.487257
1.314873
103
0
5
Hypothyroid
86
0
0
0
0
0
0
0
0
0
0
0
0
0
0
8.855533
0.56894
82.437646
0.88
93.875293
0
3
Hypothyroid
43
0
0
0
0
0
0
0
0
0
0
0
0
0
0
42.64123
1.767939
55.263381
0.955077
58.35877
0
5
Hypothyroid
70
0
0
0
0
0
0
0
0
0
0
0
0
0
0
143.033136
0.452883
19.090786
1.010245
18.685883
0
3
Hypothyroid
28
0
0
0
0
0
0
0
0
0
0
0
0
0
0
88.556158
0.401782
39.573974
1.189911
33.147947
0
5
Hypothyroid
22
0
0
0
0
0
0
0
0
0
0
0
0
0
0
9.124719
1.20018
110.500674
0.924993
119.751461
0
4
Hypothyroid
22
0
0
0
0
0
0
0
0
0
0
0
0
0
0
74.618747
0.450625
31.918749
1.074812
29.425
0
5
Hypothyroid
51
0
0
0
0
0
0
0
0
0
0
0
0
0
0
9.465823
1.810127
71.64557
1.083544
65.64557
0
5
Hypothyroid
61
0
0
0
0
0
0
0
0
0
0
0
0
0
0
43.829281
0.260976
13.39024
1.224878
11.115847
0
5
Hypothyroid
65
0
0
0
0
0
0
0
0
0
0
0
0
0
0
53.464963
0.584872
13.848722
1.149077
12.464963
0
3
Hypothyroid
56
0
0
0
0
0
0
0
0
0
0
0
0
0
0
25.551364
1.648288
74.068486
1.080342
69.034243
0
5
Hypothyroid
59
0
0
0
0
0
0
0
0
0
0
0
0
0
0
6.915183
0.609674
52.73228
0.890259
59.438697
0
5
Hypothyroid
61
0
0
0
0
0
0
0
0
0
0
0
0
0
0
29.181875
1.545469
61.36375
0.963637
64.090937
0
5
Hypothyroid
65
0
0
0
0
0
0
0
0
0
0
0
0
0
0
212.534019
0.873789
42.15541
0.940389
44.359277
0
3
Hypothyroid
68
0
0
0
0
0
0
0
0
0
0
0
0
0
0
13.07915
0.531052
122.694276
1.270812
97.229293
0
5
Hypothyroid
57
0
1
0
0
0
0
0
0
0
0
0
0
0
0
259.215277
0.211849
4.09809
1.251363
3.196181
0
3
Hypothyroid
76
0
0
0
0
0
0
0
0
0
0
0
0
0
0
7.862241
1.344635
134
1.123219
119.678128
0
3
Hypothyroid
36
0
0
0
0
0
0
0
0
0
0
0
0
0
0
9.6871
1.101381
95.898619
0.998986
96.44931
0
2
Hypothyroid
48
0
0
0
0
0
0
0
0
0
0
0
0
0
0
7.044464
1.449983
88
0.928889
95.111073
0
4
Hypothyroid
51
0
0
0
0
0
0
0
0
0
0
0
0
0
0
75.542172
1.506139
40.363167
1.137877
35.575445
0
4
Hypothyroid
59
1
0
0
0
0
0
0
0
0
0
0
0
0
0
7.136243
1.252013
83
0.835604
99.439595
0
4
Hypothyroid
60
0
0
0
0
0
0
0
0
0
0
0
0
0
0
70.626394
0
45.373606
0.930703
49.101115
0
5
Hypothyroid
57
1
0
0
0
0
0
0
0
0
0
0
0
0
0
9.701017
1.277518
107.966429
0.911913
118.291963
0
5
Hypothyroid
19
0
0
0
0
0
0
0
0
0
0
0
0
0
0
476.185932
0.126985
40.646238
1.263719
31.278898
0
5
Hypothyroid
60
0
0
0
0
0
0
0
0
0
0
0
0
0
0
65
0
50.799201
1.03996
49.301198
0
5
Hypothyroid
70
0
0
0
0
0
0
0
0
0
0
0
0
0
0
12.975083
0.523362
121.691596
1.101277
110.345798
0
5
Hypothyroid
65
0
0
0
0
0
0
0
0
0
0
0
0
0
0
18.586077
1.280464
72
0
0
0
3
Hypothyroid
20
0
0
0
0
0
0
0
0
0
0
0
0
0
0
57.219262
0
75.127732
0.939037
80.438525
0
5
Hypothyroid
70
1
0
0
0
0
0
0
0
0
0
0
0
0
0
7.608167
0.591833
115.530668
0.746871
153.789111
0
3
Hypothyroid
85
0
0
0
0
0
0
0
0
0
0
0
0
0
0
6.791352
1.508648
120.657431
0.878858
137.771621
0
4
Hypothyroid
66
0
0
0
0
0
0
0
0
0
0
0
0
0
0
52.308696
0.498152
12.981522
1.201109
11.308696
0
4
Hypothyroid
65
0
0
0
0
0
0
0
0
0
0
0
0
0
0
8.984388
0.901721
77.243394
0.843651
91.878303
0
5
Hypothyroid
67
0
0
0
0
0
0
0
0
0
0
0
0
0
0
33.337214
1.832557
63.651143
0.919767
70
0
5
Hypothyroid
32
0
0
0
0
0
0
0
0
0
0
0
0
0
0
7.493419
0.860641
139.409829
1.407376
99.311537
0
5
Hypothyroid
34
0
0
0
0
0
0
0
0
0
0
0
0
0
0
39.772974
0.718594
78.577297
0.853816
92.195677
0
2
Hypothyroid
31
0
0
0
0
0
0
0
0
0
0
0
0
0
0
194.986842
0.281228
6.807895
1.022316
6.604824
0
5
Hypothyroid
59
0
0
0
0
0
0
0
0
0
0
0
0
0
0
9.716051
2.177719
90.694298
0.966114
94.082894
0
5
Hypothyroid
33
0
0
0
0
0
0
0
0
0
0
0
0
0
0
22.622503
0
74.803995
1.09706
68
0
5
Hypothyroid
38
0
0
0
0
0
0
0
0
0
0
0
0
1
0
12.348132
2.239253
86.221979
1.173552
73.651868
0
5
Hypothyroid
70
0
0
0
0
0
0
0
0
0
0
0
0
0
0
19.323102
1.76769
94.133279
0.905743
103.558966
0
4
Hypothyroid
20
0
0
0
0
0
0
0
0
0
0
0
0
0
0
10.082073
1.611059
140.465659
1.46206
96.328293
0
5
Hypothyroid
32
0
0
0
0
0
0
0
0
0
0
0
0
0
0
41.464291
0
94.426464
1.016723
92.699576
0
5
Hypothyroid
66
0
0
0
0
0
0
0
0
0
0
0
0
0
0
7.01407
1.371416
57
0
0
0
5
Hypothyroid
65
0
0
0
0
0
0
0
0
0
0
0
0
0
0
11.066661
1.043111
0.291554
0.085333
0.241776
0
5
Hypothyroid
58
0
0
0
0
0
0
0
0
0
0
0
0
0
0
58.271715
0.7
14.345657
1.09963
13.345657
0
4
Hypothyroid
76
0
0
0
0
0
0
0
0
0
0
0
0
0
0
17.229883
0.333717
52.973178
0.999195
53.513411
0
3
Hypothyroid
67
0
0
0
0
0
0
0
0
0
0
0
0
0
0
6.7057
2.124755
89.561888
0.962476
93.314335
0
2
Hypothyroid
83
0
0
0
0
0
0
0
0
0
0
0
0
0
0
32.364423
0.30976
56.093269
0.888178
63.457693
0
5
Hypothyroid
63
0
0
0
0
0
0
0
0
0
0
0
0
0
0
50.605389
0.270404
17.197305
0.917466
18.647979
0
3
Hypothyroid
77
0
0
0
0
0
0
0
0
0
0
0
0
0
0
11.845542
1.678938
123.772291
1.034212
120.210625
0
5
Hypothyroid
63
0
1
0
0
0
0
0
0
0
0
0
0
0
0
67.322225
0.052137
48.104273
1.02782
46.791454
0
5
Hypothyroid
60
0
0
0
0
0
0
0
0
0
0
0
0
0
0
9.619807
1.116835
113.445564
0.839307
135.445564
0
4
Hypothyroid
37
0
0
0
0
0
0
0
0
0
0
0
0
0
0
13.846638
1.591283
97.543587
0.88
111.543587
0
5
Hypothyroid
69
0
0
0
0
0
0
0
0
0
0
0
0
0
0
27.561244
0.417093
9.512798
1.065411
8.536746
0
4
Hypothyroid
54
0
0
0
0
0
0
0
0
0
0
0
0
0
0
13.618288
1.869715
131.208892
0.952089
137.767618
0
5
Hypothyroid
75
0
0
0
0
0
0
0
0
0
0
0
0
0
0
10.819477
0.814154
74.964616
0.994868
75.849537
0
5
Hypothyroid
35
0
0
0
0
0
0
0
0
0
0
0
0
0
0
15.033045
1.696696
61.677682
0.860661
71.966955
0
2
Hypothyroid
80
0
0
0
0
0
0
0
0
0
0
0
0
0
0
116.720811
0.526734
27.401013
0.716565
38.546532
0
3
Hypothyroid
68
0
0
0
0
0
0
0
0
0
0
0
0
0
0
21.786131
0.796037
91.407925
1.319406
69.835664
0
5
Hypothyroid
45
0
0
0
0
0
0
0
0
0
0
0
0
0
0
9.371693
1.290766
44
0.903281
49.184687
0
5
Hypothyroid
61
0
0
0
0
0
0
0
0
0
0
0
0
0
0
8.527602
0
86.271489
0.840905
101.361985
0
5
Hypothyroid
26
0
0
0
0
0
0
0
0
0
0
0
0
0
0
13.621742
0
62.492588
0.985124
63.985176
0
5
Hypothyroid
51
0
0
0
0
0
0
0
0
0
0
0
0
0
0
123.15844
0.147384
12.84156
1.057369
12.57848
0
4
Hypothyroid
45
0
0
0
0
0
0
0
0
0
0
0
0
0
0
20.551227
0.055123
4.724386
1.002756
4.724386
0
5
Hypothyroid
20
0
0
0
0
0
0
0
0
0
0
0
0
0
0
19.346223
1.518956
107.568667
0.91
118.568667
0
3
Hypothyroid
53
0
0
0
0
0
0
0
0
0
0
0
0
0
0
15.806481
1.338357
43.46119
0.982155
44.353427
0
4
Hypothyroid
52
0
0
0
0
0
0
0
0
0
0
0
0
0
0
32.154707
0.687847
14.292824
0.922596
15.585648
0
2
Hypothyroid
61
0
0
0
0
0
0
0
0
0
0
0
0
0
0
9.67338
0.198003
55.613979
0.964359
57.792012
0
5
Hypothyroid
73
0
0
0
0
0
0
0
0
0
0
0
0
0
0
9.503276
1.524791
123.876044
1.047521
118.685935
0
5
Hypothyroid
65
0
0
0
0
0
0
0
0
0
0
0
0
0
0
50.861206
0.522623
13.226231
1.239639
11.102844
0
4
Hypothyroid
64
0
0
0
0
0
0
0
0
0
0
0
0
0
0
50.568648
0.771568
44.002433
0.865784
50.713243
0
4
Hypothyroid
37
0
0
0
0
0
0
0
0
0
0
0
0
0
0
23.243316
0.819786
71
0.999011
70.927806
0
5
Hypothyroid
36
0
0
0
0
0
0
0
0
0
0
0
0
0
0
111.394131
0.487296
3.507556
1.039153
3.402214
0
5
Hypothyroid
50
0
0
0
0
0
0
0
0
0
0
0
0
0
0
38.052897
2.110134
75.149777
1.021982
73.400891
0
5
Hypothyroid
49
0
0
0
0
0
0
0
0
0
0
0
0
0
0
31.147472
2.086884
82.655791
0.737214
111.868842
0
2
Hypothyroid
26
0
0
0
0
0
0
0
0
0
0
0
0
0
0
32.515211
1.677656
76.788184
1.160352
66.188246
0
5
Hypothyroid
73
0
0
0
0
0
0
0
0
0
0
0
0
0
0
9.119435
1.411943
100.440283
0.896417
111.918022
0
4
Hypothyroid
61
0
0
0
0
0
0
0
0
0
0
0
0
0
0
48.795004
1.648699
73.973989
1.05461
70.359001
0
4
Hypothyroid
76
0
0
0
0
0
0
0
0
0
0
0
0
0
0
14.39236
2.461672
67.616716
1.041499
65.041789
0
4
Hypothyroid
62
0
0
0
0
0
0
0
0
0
0
0
0
0
0
32.223883
1.938806
65
0.963284
68.059708
0
5
Hypothyroid
52
0
0
0
0
0
0
0
0
0
0
0
0
0
0
80.367721
0.579597
8.979825
0.93796
9.081843
0
5
Hypothyroid
60
0
0
0
0
0
0
0
0
0
0
0
0
0
0
9.807551
1.475181
81.776975
0.994712
82.305756
0
5
Hypothyroid
72
0
0
0
0
0
0
0
0
0
0
0
0
0
0
14.592066
1.956293
79.781464
0.834371
95.344392
0
4
Hypothyroid
59
0
0
0
0
0
0
0
0
0
0
0
0
0
0
11.06736
2.246112
90.797919
0.961347
94.663198
0
4
Hypothyroid
75
0
0
0
0
0
0
0
0
0
0
0
0
0
0
142.734614
1.297276
29.761858
1.142654
26.55096
0
3
Hypothyroid
43
0
0
0
0
0
0
0
0
0
0
0
0
0
0
7.512153
0.435346
90.243845
0.974877
92.963463
0
5
Hypothyroid
67
0
0
0
0
0
0
0
0
0
0
0
0
0
0
7.234973
0.418716
108.720856
1.03
105.720856
0
5
Hypothyroid
63
0
0
0
0
0
0
0
0
0
0
0
0
0
0
44
0.565816
29.939095
1.015246
29
0
5
Hypothyroid
65
0
0
0
0
0
0
0
0
0
0
0
0
0
0
7.161993
1.484628
81.126689
0.901267
90
0
5
Hypothyroid
68
0
0
0
0
0
0
0
0
0
0
0
0
0
0
6.933315
0.074959
109.083288
1.031666
105.916712
0
5
Hypothyroid
32
0
0
0
0
0
0
0
0
0
0
0
0
0
0
17.016185
1.566127
63.524278
0.895243
71.338728
0
2
Hypothyroid
44
0
0
0
0
0
0
0
0
0
0
0
0
0
0
38.28667
0.728734
56.714668
0.977153
58.713999
0
5
Hypothyroid
72
0
0
0
0
0
0
0
0
0
0
0
0
0
0
11.257064
0.745804
97
0.893552
108.859774
0
5
Hypothyroid
45
0
0
0
0
0
0
0
0
0
0
0
0
0
0
55.861052
0.304632
11.273579
0.763811
3.452843
0
4
Hypothyroid
28
0
0
0
0
0
0
0
0
0
0
0
0
0
0
426.234253
0.412552
6.627624
1.058829
6.389127
0
5
Hypothyroid
68
0
0
0
0
0
0
0
0
0
0
0
0
0
0
7.286454
2.16091
76.782833
0
0
0
4
Hypothyroid