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
62
0
0
0
0
0
0
0
0
0
0
0
0
0
0
69.761001
0
62.330804
1.178528
52.9522
0
5
Hypothyroid
50
0
0
0
0
0
0
0
0
0
0
0
0
0
0
35.14896
0.363837
53.659546
0.903191
60.191493
0
5
Hypothyroid
49
0
0
0
0
0
0
0
0
0
0
0
0
0
0
29.825082
2.06654
83.673014
0.748403
111.665397
0
2
Hypothyroid
68
0
0
0
0
0
0
0
0
0
0
0
0
0
0
24.724778
0.32615
74.456417
0.845436
87.731639
0
3
Hypothyroid
35
0
0
0
0
0
0
0
0
0
0
0
0
0
0
6.565611
0.806333
89.015832
0.863281
103.359719
0
1
Hypothyroid
69
0
0
0
0
0
0
0
0
0
0
0
0
0
0
15.675778
0.781122
69.297417
0.782164
88.540517
0
3
Hypothyroid
61
0
0
0
0
0
0
0
0
0
0
0
0
0
0
8.580268
0.009865
85.975337
0.839836
101
0
4
Hypothyroid
54
0
0
0
0
0
0
0
0
0
0
0
0
0
0
9.603346
1.268066
108.319342
0.927731
116.546228
0
4
Hypothyroid
47
0
0
0
0
0
0
0
0
0
0
0
0
0
0
57.135019
0.262166
11.974261
0.453812
2.051479
0
3
Hypothyroid
63
0
0
0
0
0
0
0
0
0
0
0
0
0
0
10.929083
0.033094
56.984241
0.997951
57.110315
0
4
Hypothyroid
57
0
0
0
0
0
0
0
0
0
0
0
0
0
0
7.019659
1.497165
90.158791
0.923176
97.672967
0
5
Hypothyroid
29
0
0
0
0
0
0
0
0
0
0
0
0
0
0
34.469799
0.14094
9.302008
0.546107
6.89261
0
5
Hypothyroid
65
0
0
0
0
0
0
0
0
0
0
0
0
0
0
39.008628
0.665516
27.117822
1.01227
26.227016
0
3
Hypothyroid
70
0
0
0
0
0
0
0
0
0
0
0
0
0
0
20.78411
0.984318
50.843178
0.84
60.843178
0
3
Hypothyroid
59
0
0
0
0
0
0
0
0
0
0
0
0
0
0
7.051902
1.089941
78.03804
0.96962
80.595099
0
5
Hypothyroid
66
0
0
0
0
0
0
0
0
0
0
0
0
0
0
8.05024
1.4
78.587953
0.913819
86.206024
0
4
Hypothyroid
67
0
0
0
0
0
0
0
0
0
0
0
0
0
0
17.262312
1.408356
71.142223
0.807991
88.171555
0
3
Hypothyroid
75
0
0
0
0
0
0
0
0
0
0
0
0
0
0
8.644431
1.723559
136.311138
1.117734
122.075545
0
5
Hypothyroid
32
0
0
0
0
0
0
0
0
0
0
0
0
0
0
16.726613
1.991826
90.918256
1.228365
73.846957
0
1
Hypothyroid
58
0
0
0
0
0
0
0
0
0
0
0
0
0
0
8.495531
1.655027
113.550273
0.99067
114.472071
0
3
Hypothyroid
14
0
0
0
0
0
0
0
0
0
0
0
0
0
0
45.47922
0.165281
3.71883
0.433864
3.71883
0
2
Hypothyroid
46
1
0
0
0
0
0
0
0
0
0
0
0
0
0
173.167378
0.438421
5.630528
1.422905
3.815264
0
5
Hypothyroid
32
0
0
0
0
0
0
0
0
1
0
0
0
0
0
11.270626
1.747889
67.117612
1.132352
59.252111
0
1
Hypothyroid
33
0
0
0
0
0
0
0
0
0
0
0
0
0
0
15.001678
1.675042
74.625629
0
0
0
5
Hypothyroid
56
0
0
0
0
0
0
0
0
0
0
0
0
0
0
6.448779
2.104884
86.463367
1.040488
82.926734
0
2
Hypothyroid
59
0
0
0
0
0
0
0
0
0
0
0
0
0
0
7.610911
1.310398
99.808729
1.143825
87.021822
0
5
Hypothyroid
56
0
0
0
0
0
0
0
0
0
0
0
0
0
0
8.815475
1.95141
66.161967
0.928662
71.13377
0
5
Hypothyroid
37
0
0
0
0
0
0
0
0
0
0
0
0
0
0
33.99182
2.2709
46.598364
1.050861
44.50409
0
5
Hypothyroid
69
0
0
0
0
0
0
0
0
0
0
0
0
0
0
24.828907
1.926807
88.634034
1.491949
59.073193
0
4
Hypothyroid
44
0
0
0
0
0
0
0
0
0
0
0
0
0
0
19.747736
0.713217
64.249245
1.123724
57
0
5
Hypothyroid
70
0
0
0
0
0
0
0
0
0
0
0
0
0
0
74.342565
0.227525
20.41585
1.062416
19.174265
0
4
Hypothyroid
65
0
0
0
0
0
0
0
0
0
0
0
0
0
0
22.219468
0.943274
72
1.021035
71.115932
0
5
Hypothyroid
68
0
0
0
0
0
0
0
0
0
0
0
0
0
0
47.592372
0.420381
12.407628
1.31739
9.69106
0
4
Hypothyroid
28
0
0
0
0
0
0
0
0
0
0
0
0
0
0
7.097739
1.698116
95.977394
0.889887
107.988697
0
2
Hypothyroid
33
0
0
0
0
0
0
0
0
0
0
0
0
0
0
19.317603
1.010204
65.317603
0.93898
69.894132
0
3
Hypothyroid
78
0
0
0
0
0
0
0
0
0
0
0
0
0
0
16.700141
1.784181
68.596516
1.006139
68.386064
0
3
Hypothyroid
34
0
0
0
0
0
0
0
0
0
0
0
0
0
0
89.681848
0.33637
8.29538
1.000449
7.977228
0
4
Hypothyroid
33
0
0
0
0
0
0
0
0
0
0
0
0
0
0
11
0.812561
69
0.932915
74.257115
0
5
Hypothyroid
68
0
0
0
0
0
0
0
0
0
0
0
0
0
0
8.611335
1.650607
126.753037
0.965061
131.493926
0
4
Hypothyroid
35
0
0
0
0
0
0
0
0
0
0
0
0
0
0
47.5292
0.357977
8.11752
1.018483
8.243589
0
5
Hypothyroid
69
0
0
0
0
0
0
0
0
0
0
0
0
0
0
48.558255
1
48.365465
1.078676
45.345349
0
3
Hypothyroid
45
0
0
0
0
0
0
0
0
0
0
0
0
0
0
170.747633
0.867288
12.401865
1.27271
9.881306
0
5
Hypothyroid
77
0
0
0
0
0
0
0
0
0
0
0
0
0
0
78.102841
0.803737
25.785052
0.931121
27.747683
0
1
Hypothyroid
75
0
0
0
0
0
0
0
0
0
0
0
0
0
0
6.387415
0.437077
56.377541
0.936292
60
0
4
Hypothyroid
67
0
0
0
0
0
0
0
0
0
0
0
0
0
0
6.965895
1.435453
100.113682
0
0
0
3
Hypothyroid
61
0
0
0
0
0
0
0
0
0
0
0
0
0
0
99.548592
0.580563
10.902815
1.12188
10
0
3
Hypothyroid
24
0
0
0
0
0
0
0
0
0
0
0
0
0
0
8.551882
1.899132
104
1.095072
94.99421
0
3
Hypothyroid
33
0
0
0
0
0
0
0
0
0
0
0
0
0
0
10.66458
0.958343
68.520829
1.051043
65.770774
0
3
Hypothyroid
78
0
0
0
0
0
0
0
0
0
0
0
0
0
0
8.745365
0.762224
119.138569
0.980353
121.654899
0
3
Hypothyroid
36
0
0
0
0
0
0
0
0
0
0
0
0
0
0
34.073061
0.409741
65.975646
0.899513
73.512177
0
1
Hypothyroid
67
0
0
0
0
0
0
0
0
0
0
0
0
0
0
54.157617
0.575932
14.638979
0.945357
16.04931
0
3
Hypothyroid
25
0
0
0
0
0
0
0
0
0
0
0
0
0
0
9.016781
1.983218
108.704388
0.97
112.704388
0
4
Hypothyroid
33
0
0
0
0
0
0
0
0
0
0
0
0
0
0
8.136941
0
80.876863
0.824515
98.8806
0
5
Hypothyroid
68
1
0
0
0
0
0
0
0
0
0
0
0
0
0
22.658833
0.379997
74.329417
0.835529
88.776472
0
3
Hypothyroid
82
0
0
0
0
0
0
0
0
0
0
0
0
0
0
6.949894
0.072375
71.668074
0.785567
90.278364
0
4
Hypothyroid
70
0
0
0
0
0
0
0
0
0
0
0
0
0
0
6.380993
1.036773
123.380139
1.063926
116.19007
0
4
Hypothyroid
28
0
0
0
0
0
0
0
0
0
0
0
0
0
0
6.161625
2.722969
109.459384
1.28381
85.616247
0
5
Hypothyroid
25
0
0
0
0
0
0
0
0
0
0
0
0
0
0
9.212573
0.637252
67.001169
0.875029
77.373685
0
3
Hypothyroid
74
0
0
0
0
0
0
0
0
0
0
0
0
0
0
28.936281
1.587256
62.645427
1.163386
53.645427
0
3
Hypothyroid
63
0
0
0
0
0
0
0
0
0
0
0
0
0
0
8.275888
1.625296
94.735197
0
0
0
5
Hypothyroid
17
0
0
0
0
0
0
0
0
0
0
0
0
0
0
6.39276
1.90724
70.486886
0
0
0
5
Hypothyroid
26
0
0
0
0
0
0
0
0
0
0
0
0
0
0
12.8993
0
86.985191
0.85074
102.881529
0
3
Hypothyroid
62
0
0
0
0
0
0
0
0
0
0
0
0
0
0
32.68209
1.915896
65
0.949537
69.205225
0
5
Hypothyroid
72
0
0
0
0
0
0
0
0
0
0
0
0
0
0
11.586559
1.232395
119.919012
1.08946
109.459506
0
5
Hypothyroid
51
0
0
0
0
0
0
0
0
0
0
0
0
0
0
59.41748
0.172168
11.53882
0.1656
0.3479
0
3
Hypothyroid
81
0
0
0
0
0
0
0
0
0
0
0
0
0
0
16.061444
0.308074
147.526039
1.098151
134.710941
0
4
Hypothyroid
78
0
0
0
0
0
0
0
0
0
0
0
0
0
0
6.682368
0
118.687851
0.94
126.135826
0
3
Hypothyroid
18
0
0
0
0
0
0
0
0
0
0
0
0
0
0
9.473357
0.396626
96.677914
1.273558
76.566608
0
5
Hypothyroid
71
0
0
0
0
0
0
0
0
1
0
0
0
0
0
22.731401
1.85372
87.537198
0.997604
88.314008
0
5
Hypothyroid
60
0
0
0
0
0
0
0
0
0
0
0
0
0
0
102.259301
0.567193
8.740699
1.195502
7.439121
0
5
Hypothyroid
55
0
0
0
0
0
0
0
0
0
0
0
0
0
0
16.669564
0.418477
107.669564
1.386826
77.660872
0
5
Hypothyroid
68
0
0
0
0
0
0
0
0
0
0
0
0
0
0
7.344783
1.319632
66.40184
0.684202
97.374244
0
4
Hypothyroid
47
0
0
0
0
0
0
0
0
1
0
0
0
0
0
10.433951
1.769815
119.150926
0
0
0
5
Hypothyroid
40
0
0
0
0
0
0
0
0
0
0
0
0
0
0
47.876684
0.024663
6.909432
0.997803
6.821763
0
5
Hypothyroid
40
0
0
0
0
0
0
0
0
0
0
0
0
0
0
43.297806
0.15674
5.405643
0.925956
5.854232
0
5
Hypothyroid
78
0
0
0
0
0
0
0
0
0
0
0
0
0
0
13.32257
1.04935
51.735272
0.923497
55.96404
0
3
Hypothyroid
71
0
0
0
0
0
0
0
0
0
0
0
0
0
0
15.787011
1.627221
111.757402
1.169704
96.029609
0
4
Hypothyroid
50
0
0
0
0
0
0
0
0
0
0
0
0
0
0
86.501439
0.342775
10
1.062182
9.356937
0
3
Hypothyroid
56
0
0
0
0
0
0
0
0
0
0
0
0
0
0
12.957032
1.2
108.01048
0.900314
119.96856
0
3
Hypothyroid
4
0
0
0
0
0
0
0
0
0
0
0
0
0
0
40.899421
0.525145
4.988875
0.249444
5.251447
0
1
Hypothyroid
62
0
0
0
0
0
0
0
0
0
0
0
0
0
0
8.174519
1.578362
124.706771
1.094712
113.490394
0
3
Hypothyroid
31
0
0
0
0
0
0
0
0
0
0
0
0
0
0
9.524834
2.191096
92.138704
1.198716
77.633555
0
5
Hypothyroid
81
0
0
0
0
0
0
0
0
0
0
0
0
0
0
32.869315
0.738917
57.607944
0.885653
65.477259
0
5
Hypothyroid
48
0
0
0
0
0
0
0
0
0
0
0
0
0
0
8.875297
0.496192
111
0.853308
130.33841
0
5
Hypothyroid
36
0
0
0
0
0
0
0
0
0
0
0
0
0
0
45.786628
1.771465
57.392035
1.05072
55.034709
0
4
Hypothyroid
57
1
0
0
0
0
0
0
0
0
0
0
0
0
0
13.173338
1.4704
66.530665
0.70296
94.704003
0
5
Hypothyroid
75
0
0
0
0
0
0
0
0
0
0
0
0
0
0
17.358965
0.277782
53.145287
1.004359
53.427356
0
3
Hypothyroid
25
0
0
0
0
0
0
0
0
0
0
0
0
0
0
14.062543
1.076472
93.467488
1.249009
74.866872
0
2
Hypothyroid
76
0
0
0
0
0
0
0
0
0
0
0
0
0
0
11.803643
1.43597
125.829255
0.949573
132.871941
0
3
Hypothyroid
82
0
0
0
0
0
0
0
0
0
0
0
0
0
0
11.218286
0
120.636327
0.89909
134.09102
0
4
Hypothyroid
74
0
0
0
0
0
0
0
0
0
0
0
0
0
0
18.560762
2.146267
66
1.070234
61.878476
0
1
Hypothyroid
77
0
0
0
0
0
0
0
0
0
0
0
0
0
0
10.83888
0.419293
74.097201
1.008395
73.9676
0
4
Hypothyroid
61
0
0
0
0
0
0
0
0
0
0
0
0
0
0
104.550452
0.324159
6.207957
1.083425
5.828752
0
4
Hypothyroid
16
0
0
0
0
0
0
0
0
0
0
0
0
0
0
13.695545
1.395169
57.799248
0.952249
60.799248
0
3
Hypothyroid
25
0
0
0
0
0
0
0
0
0
0
0
0
0
0
9.060883
1.707661
62.536275
0.761492
82.540335
0
2
Hypothyroid
71
0
0
0
0
0
0
0
0
0
0
0
0
0
0
8.018948
1.337897
102.326385
0.948948
107.43155
0
3
Hypothyroid
62
0
0
0
0
0
0
0
0
0
0
0
0
0
0
7.386943
0.035247
142.046996
1.25953
113.070494
0
5
Hypothyroid
64
0
0
0
0
0
0
0
0
0
0
0
0
0
0
7.905573
1.786803
71.223361
0.98934
71.934017
0
5
Hypothyroid
70
0
0
0
0
0
0
0
0
0
0
0
0
0
0
14.166399
1.588693
98.277867
1.24832
79.056536
0
3
Hypothyroid
64
0
0
0
0
0
0
0
0
0
0
0
0
0
0
9.302328
2.498336
91.953417
0
0
0
5
Hypothyroid