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
41
0
0
0
0
0
0
0
0
0
0
0
0
0
0
10.74679
0.381412
99.996807
1.029071
97.817311
0
4
Hypothyroid
42
0
0
0
0
0
0
0
0
0
0
0
0
0
0
10.079199
0
88.259745
0.935195
94.370128
0
5
Hypothyroid
47
0
0
0
0
0
0
0
0
0
0
0
0
0
0
12.913221
2.135979
79.042316
1.182434
66.640211
0
1
Hypothyroid
65
0
0
0
0
0
0
0
0
0
0
0
0
0
0
13.246497
1.715932
75.565127
0
0
0
4
Hypothyroid
55
0
0
0
0
0
0
0
0
0
0
0
0
0
0
59.852193
0.7
14.029561
1.109113
13.029561
0
4
Hypothyroid
72
1
0
0
0
0
0
0
0
0
0
0
0
0
0
13.135333
0.333716
13.224772
1.053945
12.662842
0
4
Hypothyroid
75
0
0
0
0
0
0
0
0
1
0
0
0
0
0
193.342525
0
0
0
0
0
4
Hypothyroid
62
0
0
0
0
0
0
0
0
0
0
0
0
0
0
7.012157
0.984804
72.492402
0.964468
75.030393
0
3
Hypothyroid
78
0
0
0
0
0
0
0
0
0
0
0
0
0
0
13.579548
1.087749
51.469433
0.921429
55.816352
0
3
Hypothyroid
64
0
0
0
0
0
0
0
0
0
0
0
0
0
0
208.08973
0.932735
43.327351
0.953274
45.163676
0
3
Hypothyroid
35
0
0
0
0
0
0
0
0
0
0
0
0
0
0
27.769546
0.3
8.338272
0.853194
6.073581
0
5
Hypothyroid
25
0
0
0
0
0
0
0
0
0
0
0
0
0
0
9.114462
1.639479
104
1.11671
93.263193
0
4
Hypothyroid
82
0
0
0
0
0
0
0
0
0
0
0
0
0
0
8.18768
1.570599
92.588029
0.982359
93.646133
0
1
Hypothyroid
69
0
0
0
0
0
0
0
0
0
0
0
0
0
0
20.238209
0.952358
51.476419
0.844764
61
0
3
Hypothyroid
33
0
0
0
0
0
0
0
0
0
0
0
0
0
0
9.795108
0.855084
71.720723
0.979434
73.166024
0
3
Hypothyroid
25
0
0
0
0
0
0
0
0
0
0
0
0
0
0
22.672908
1.279487
67.675583
1.054504
64.337791
0
5
Hypothyroid
68
0
0
0
0
0
0
0
0
0
0
0
0
0
0
8.017284
2.102183
76.45657
0
0
0
4
Hypothyroid
41
0
0
0
0
0
0
0
0
0
0
0
0
0
0
29.766009
1.612807
40.652706
0.876601
46.41133
0
4
Hypothyroid
21
0
0
0
0
0
0
0
0
0
0
0
0
0
0
16.788002
1.956432
103.54775
0
0
0
5
Hypothyroid
56
0
0
0
0
0
0
0
0
0
0
0
0
0
0
7.797877
1.680548
60.80548
0
0
0
5
Hypothyroid
68
0
0
0
0
0
0
0
0
0
0
0
0
0
0
25.036908
0.325929
6.37042
0.811113
7.874111
0
5
Hypothyroid
74
0
0
0
0
0
0
0
0
0
0
0
0
0
0
8.02234
1.321537
83.569257
0.85
98.569257
0
3
Hypothyroid
65
0
0
0
0
0
0
0
0
0
0
0
0
0
0
11.044855
0
72.900323
0.779502
93.916936
0
4
Hypothyroid
22
1
0
0
0
0
0
0
0
0
0
0
0
0
0
10.196359
1.858893
137.38339
0.955423
143.887751
0
4
Hypothyroid
41
0
0
0
0
0
0
0
0
0
0
0
0
0
0
7.271932
2.078421
122.640342
1.174605
104.179829
0
5
Hypothyroid
61
0
0
0
0
0
0
0
0
0
0
0
0
0
0
48.708002
1.66088
74.217594
1.058264
70.3416
0
4
Hypothyroid
60
0
0
0
0
0
0
0
0
0
0
0
0
0
0
20.713233
1.658827
72.573534
0
0
0
5
Hypothyroid
40
0
0
0
0
0
0
0
0
0
0
0
0
0
0
90.128812
1.708268
51.569195
1.148808
44.807663
0
4
Hypothyroid
36
0
0
0
0
0
0
0
0
0
0
0
0
0
0
37.368513
0
92.206548
1.017207
90.485893
0
5
Hypothyroid
67
0
0
0
0
0
0
0
0
0
0
0
0
0
0
14.255648
1.4
68
0.996045
68.046611
0
3
Hypothyroid
70
0
0
0
0
0
0
0
0
0
0
0
0
0
0
13.638893
0.184395
122.539012
1.106927
110.769506
0
5
Hypothyroid
79
0
0
0
0
0
0
0
0
0
0
0
0
0
0
20.173427
0.55535
40.553498
0.933136
42.793357
0
3
Hypothyroid
24
0
0
0
0
0
0
0
0
0
0
0
0
0
0
457.482182
0.5
22.251782
1.372447
16.251782
0
3
Hypothyroid
52
0
0
0
0
0
0
0
0
0
0
0
0
0
0
34.72588
2.096954
76.756338
1.09604
70.030458
0
5
Hypothyroid
60
0
0
0
0
0
0
0
0
0
0
0
0
0
0
6.55449
2.4
140.182111
1.261818
111.182111
0
3
Hypothyroid
66
0
0
0
0
0
0
0
0
0
0
0
0
0
0
124.256101
1.154675
36.820126
1.011697
37.29065
0
4
Hypothyroid
66
0
0
0
0
0
0
0
0
0
0
0
0
0
0
20.088896
0.595555
3.783336
0.504445
4.792226
0
5
Hypothyroid
60
0
0
0
0
0
0
0
0
0
0
0
0
0
0
8.338543
1.419749
98.252764
1.117583
87.747236
0
2
Hypothyroid
35
0
0
0
0
0
0
0
0
0
0
0
0
0
0
165.790582
0.558116
28.858735
1.071413
27.4399
0
3
Hypothyroid
53
0
0
0
0
0
0
0
0
0
0
0
0
0
0
10.564959
1.361125
107.38875
0.924629
115.925833
0
3
Hypothyroid
70
0
0
0
0
0
0
0
0
0
0
0
0
0
0
7.856235
1.742332
90.211658
1.037883
87.423315
0
3
Hypothyroid
56
0
0
0
0
0
0
0
0
0
0
0
0
0
0
28.47223
0.6
21.745372
0.861921
26.47223
0
4
Hypothyroid
71
0
0
0
0
0
0
0
0
0
0
0
0
0
0
18.698109
2
85.22641
1.057547
81
0
5
Hypothyroid
55
0
0
0
0
0
0
0
0
0
0
0
0
0
0
59.798919
0.7
14.040216
1.108794
13.040216
0
4
Hypothyroid
60
0
0
0
0
0
0
0
0
0
0
0
0
0
0
7.409606
1.487546
99.647685
1.147046
86.619213
0
5
Hypothyroid
20
0
0
0
0
0
0
0
0
0
0
0
0
0
0
23.752735
1.361626
108.014741
0.930295
116.80076
0
3
Hypothyroid
64
1
0
0
0
0
0
0
0
0
0
0
0
0
0
10.029619
2.418931
93.080918
0
0
0
5
Hypothyroid
64
0
0
0
0
0
0
0
0
0
0
0
0
0
0
520.476687
1.603195
10.529073
1.191425
8.632268
0
4
Hypothyroid
71
0
0
0
0
0
0
0
0
0
0
0
0
0
0
24.839963
0.316004
31.160037
0.6792
46.240055
0
3
Hypothyroid
63
0
0
0
0
0
0
0
0
0
0
0
0
0
0
8.468642
0.647036
116.124283
1.146864
101.437859
0
5
Hypothyroid
24
0
0
0
0
0
0
0
0
0
0
0
0
0
0
7.167381
0.354076
113.433478
1.187167
95.716739
0
5
Hypothyroid
48
0
0
0
0
0
0
0
0
0
0
0
0
0
0
177.628227
0.709343
7.860831
1.417435
5.628227
0
5
Hypothyroid
74
0
0
0
0
0
0
0
0
0
0
0
0
0
0
10.223731
1.911551
79.231012
1.001155
80.115506
0
3
Hypothyroid
60
0
0
0
0
0
0
0
0
0
0
0
0
0
0
7.160885
0.586991
121.108409
1.265429
96.587167
0
5
Hypothyroid
50
0
0
0
0
0
0
0
0
0
0
0
0
0
0
31.354745
0.330657
54.338686
0.910161
60.440876
0
4
Hypothyroid
63
1
0
0
0
0
0
0
0
0
0
0
0
0
0
7.347702
1.850576
119.775865
1.021494
116.701153
0
4
Hypothyroid
25
0
0
0
0
0
0
0
0
0
0
0
0
0
0
10.361894
0
63.6039
0.966602
66.2078
0
5
Hypothyroid
43
0
0
0
0
0
0
0
0
0
0
0
0
0
0
21.998733
2.350285
69.502851
0
0
0
5
Hypothyroid
27
0
0
0
0
0
0
0
0
0
0
0
0
0
0
14.693281
1.636806
82.245376
0.825521
99.693281
0
2
Hypothyroid
58
0
0
0
0
0
0
0
0
0
0
0
0
0
0
33.425252
0.271456
13.285438
1.027088
12.714562
0
2
Hypothyroid
21
0
0
0
0
0
0
0
0
0
0
0
0
0
0
9.444012
2.2
100.234117
1.028575
97.376588
0
2
Hypothyroid
68
0
0
0
0
0
0
0
0
0
0
0
0
0
0
6.361607
1.755832
44.352203
0.878811
50.823328
0
3
Hypothyroid
76
0
0
0
0
0
0
0
0
0
0
0
0
0
0
14.471626
1.558953
79.528374
1.216724
65.589532
0
3
Hypothyroid
31
0
0
0
0
0
0
0
0
0
0
0
0
0
0
15.636063
1.536394
107.045906
0
0
0
5
Hypothyroid
63
0
0
0
0
0
0
0
0
0
0
0
0
0
0
59.809783
0.519022
50.480978
1.112283
45.88587
0
5
Hypothyroid
68
0
0
0
0
0
0
0
0
0
0
0
0
0
0
6.560136
1.762674
44.771896
0.884608
51.06221
0
3
Hypothyroid
40
0
0
0
0
0
0
0
0
0
0
0
0
0
0
7.807275
2.05709
111.607275
1.002146
111.089087
0
5
Hypothyroid
85
0
0
0
0
0
0
0
0
0
0
0
0
0
0
8.312095
0
74.608262
0.812802
90.984072
0
4
Hypothyroid
79
0
0
0
0
0
0
0
0
0
0
0
0
0
0
8.785091
1.468477
68.240682
0.914441
74.796592
0
3
Hypothyroid
50
0
0
0
0
0
0
0
0
0
0
0
0
0
0
191.461117
1.041044
11.436025
1.302308
8.94882
0
5
Hypothyroid
56
0
0
0
0
0
0
0
0
0
0
0
0
0
0
53.492932
1.999891
80.997825
1.127503
71.997825
0
5
Hypothyroid
43
0
0
0
0
0
0
0
0
0
0
0
0
0
0
8.15668
0
121.923376
0.884136
137.82711
0
5
Hypothyroid
27
0
0
0
0
0
0
0
0
0
0
0
0
0
0
13.967428
0.773942
84.581431
0.835489
101.548859
0
3
Hypothyroid
82
0
0
0
0
0
0
0
0
0
0
0
0
0
0
6.734857
0.382984
74.53524
0.80946
91.473017
0
4
Hypothyroid
74
0
0
0
0
0
0
0
0
0
0
0
0
0
0
47.293525
0.474129
13.48259
1.208109
11.48259
0
3
Hypothyroid
46
0
0
0
0
0
0
0
0
0
0
0
0
0
0
10.886057
2.045618
94.844624
1.066892
89.12948
0
5
Hypothyroid
34
1
0
0
0
0
0
0
0
0
0
0
0
0
0
9.242605
1.557394
132.433094
0.921444
143.573941
0
5
Hypothyroid
80
0
0
0
0
0
0
0
0
0
0
0
0
0
0
32.89206
0.758251
57.67618
0.88554
65.56824
0
5
Hypothyroid
75
0
0
0
0
0
0
0
0
0
1
0
0
0
0
39.01281
0.003042
82.993595
1.17992
70
0
5
Hypothyroid
68
1
0
0
0
0
0
0
0
0
0
0
0
0
0
7.713288
0.368185
105.300686
0.99451
105.849657
0
4
Hypothyroid
48
0
0
0
0
0
0
0
0
0
0
0
0
0
0
124.051283
0.223718
11.711538
1.069487
11.474359
0
4
Hypothyroid
32
0
0
0
0
0
0
0
0
0
0
0
0
0
0
7.481595
0.853338
139.406351
1.406889
99.342837
0
5
Hypothyroid
51
0
0
0
0
0
0
0
0
0
0
0
0
0
0
8.902016
0
109.039314
0.842157
129.823589
0
4
Hypothyroid
41
0
0
0
0
0
0
0
0
0
0
0
0
0
0
46.6471
1.257981
46.789907
1.117563
41.806729
0
5
Hypothyroid
70
0
0
0
0
0
0
0
0
0
0
0
0
0
0
11.126474
0.947061
109.705889
1.177353
93.647056
0
3
Hypothyroid
37
0
0
0
0
0
0
0
0
0
0
0
0
0
0
192.748319
1.224027
59.201345
1.144416
51.480538
0
4
Hypothyroid
26
0
0
0
0
0
0
0
0
0
0
0
0
0
0
24.906266
0.344381
62.093734
1.169187
53.54376
0
5
Hypothyroid
64
0
0
0
0
0
0
0
0
0
0
0
0
0
0
35.116689
1.129987
23.883311
0.953826
25.166891
0
3
Hypothyroid
74
0
0
0
0
0
0
0
0
0
0
0
0
0
0
7.785593
1.3312
83.375995
0.85
98.375995
0
3
Hypothyroid
4
1
0
0
0
0
0
0
0
0
0
0
0
0
0
15.341149
0.921103
141.434941
1.050469
134.705747
0
3
Hypothyroid
44
0
0
0
0
0
0
0
0
0
0
0
0
0
0
10.065798
2.372762
92.009948
0
0
0
5
Hypothyroid
33
0
0
0
0
0
0
0
0
0
0
0
0
0
0
15.601884
1.319435
81.748823
1.203981
68
0
2
Hypothyroid
41
0
0
0
0
0
0
0
0
0
0
0
0
0
0
22.928823
2.047647
94.166471
0.874524
108.166471
15.334115
5
Hypothyroid
62
0
0
0
0
0
0
0
0
0
0
0
0
0
0
8.428516
1.832231
88.830578
1.029835
85.847112
0
3
Hypothyroid
61
0
0
0
0
0
0
0
0
0
0
0
0
0
0
6.417404
1.336318
57
0
0
0
5
Hypothyroid
60
0
0
0
0
0
0
0
0
0
0
0
0
0
0
8.270644
1.692431
65.07569
0.960252
68.05046
0
3
Hypothyroid
61
0
0
0
0
0
0
0
0
0
0
0
0
0
0
6.670871
1.898888
118.174397
1.280816
92.569569
0
5
Hypothyroid
56
1
0
0
0
0
0
0
0
0
0
0
0
0
0
13.627949
1.785984
93.699959
0.8594
108.759967
0
5
Hypothyroid
85
0
0
0
0
0
0
0
0
0
0
0
0
0
0
11.215903
0.601967
90.128688
1.006238
89.128688
0
2
Hypothyroid
48
0
0
0
0
0
0
0
0
0
0
0
0
1
0
19.25583
2.747908
73.330247
0
0
0
5
Hypothyroid