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
44
1
0
0
0
0
0
0
0
0
0
0
0
0
0
44.282815
1.41793
40.613666
1.161793
34.43437
0
3
Hypothyroid
60
0
0
0
0
0
0
0
0
0
0
0
0
0
0
66.806105
0
49.193895
1.004847
49.451526
0
5
Hypothyroid
80
0
0
0
0
0
0
0
0
0
0
0
0
0
0
6.155307
0
115.97486
0.937989
123.276537
0
3
Hypothyroid
50
0
0
0
0
0
0
0
0
0
0
0
0
0
0
103.229307
0.544586
4.418154
0.975891
4.641085
0
3
Hypothyroid
58
1
0
0
0
0
0
0
0
0
0
0
0
0
0
8.975741
0.360308
89.948178
0.851896
105.758542
0
5
Hypothyroid
43
0
0
0
0
0
0
0
0
0
0
0
0
0
0
14.390545
2.160946
83.203152
1.24
67.203152
0
0
Hypothyroid
67
0
0
0
0
0
0
0
0
0
0
0
0
0
0
14.132537
2.012757
80.872432
1.01
80.744864
0
5
Hypothyroid
33
0
0
0
0
0
0
0
0
0
0
0
0
0
0
25.966989
0.464388
10.87029
1.157759
9.521707
0
5
Hypothyroid
25
1
0
0
0
0
0
0
0
0
0
0
0
0
0
210.453405
0.065544
8.604933
0.946723
9.268793
0
5
Hypothyroid
66
0
0
0
0
0
0
0
0
0
0
0
0
0
0
7.646293
0.14346
75.872815
0.747703
101.204943
0
5
Hypothyroid
24
0
1
0
0
0
0
0
0
0
0
0
0
0
0
164.894321
0.268296
50.243703
1.344062
36.528395
0
4
Hypothyroid
35
0
0
0
0
0
0
0
0
0
0
0
0
0
0
2.85456
0.749564
44.621729
1.047653
43.865188
0
5
Hypothyroid
78
0
0
0
0
0
0
0
0
1
0
0
0
0
0
176.430927
0.215463
54.370098
1.19768
45.662879
0
5
Hypothyroid
28
0
0
0
0
0
0
0
0
0
0
0
0
0
0
34.626809
2.327989
42.373191
1.009067
41.466489
0
3
Hypothyroid
65
0
0
0
0
0
0
0
0
0
0
0
0
0
0
51.646118
0.556262
13.562622
1.209364
11.652282
0
3
Hypothyroid
33
0
0
0
0
0
0
0
0
0
0
0
0
0
0
7.567164
0.245424
89.345537
1.016728
87.672768
0
4
Hypothyroid
56
0
0
0
0
0
0
0
0
0
0
0
0
0
0
8.690578
2.466039
108.037689
1.158867
93.490578
0
1
Hypothyroid
15
0
0
0
0
0
0
0
0
0
0
0
0
0
0
144.736797
1.664906
19.745741
1.119911
18.008944
0
5
Hypothyroid
68
1
0
0
0
0
0
0
0
0
0
0
0
0
0
10.715547
0.512937
65.698273
0.666035
99.094818
0
5
Hypothyroid
62
0
0
0
0
0
0
0
0
0
0
0
0
0
0
8.158446
1.663682
79.168917
0.997534
79.207771
0
5
Hypothyroid
55
0
0
0
0
0
0
0
0
0
0
0
0
0
0
6.116224
2.283776
88.060841
0.910811
96.97972
0
3
Hypothyroid
42
0
0
0
0
0
0
0
0
0
0
0
0
0
0
9.060291
1.643825
61.794158
0.790677
79.164674
0
5
Hypothyroid
59
0
0
0
0
0
0
0
0
0
0
0
0
0
0
176.32185
0.834926
12.972592
1.176437
11
0
5
Hypothyroid
63
1
0
0
0
0
0
0
0
0
0
0
0
0
0
17.240263
1.7
66.681838
0.713637
94.837637
0
4
Hypothyroid
74
0
0
0
0
0
0
0
0
0
0
0
0
0
0
48.251815
0.3
6.122277
1.024104
3.50121
0
3
Hypothyroid
76
0
0
0
0
0
0
0
0
0
0
0
0
0
0
11.089658
1.458621
129.310335
1.007931
128.862082
0
3
Hypothyroid
61
0
1
0
0
0
0
0
0
0
0
0
0
0
0
36.878301
1.252851
45
0.841217
53.585534
0
5
Hypothyroid
57
0
0
0
0
0
0
0
0
0
0
0
0
0
0
6.729437
1.803423
91
0.940137
96.986308
0
5
Hypothyroid
50
0
0
0
0
0
0
0
0
0
0
0
0
0
0
7.720848
1.869188
128.96679
1.128339
114.374539
0
5
Hypothyroid
66
0
0
0
0
0
0
0
0
0
0
0
0
0
0
48.619103
0.4
12
1.331427
9.28573
0
5
Hypothyroid
66
0
0
0
0
0
0
0
0
0
0
0
0
0
0
51.315226
0.79177
45.21893
0.826025
54.301235
0
5
Hypothyroid
56
0
0
0
0
0
0
0
0
0
0
0
0
0
0
7.94364
1.183107
73
0.799718
91.042232
0
3
Hypothyroid
54
0
0
0
0
0
0
0
0
0
0
0
0
0
0
146.399564
1.02393
33.639956
1.07
31.639956
0
5
Hypothyroid
74
0
0
0
0
0
0
0
0
0
0
0
0
0
0
11.117974
1.641924
90.978227
0.89559
101.41924
0
5
Hypothyroid
32
0
0
0
0
0
0
0
0
0
0
0
0
0
0
10.810246
1.702412
69.379507
0.902711
77.162646
0
5
Hypothyroid
74
0
0
0
0
0
0
0
0
1
0
0
0
0
0
17.193373
0.126255
53.368727
1.02018
52.859717
0
3
Hypothyroid
64
1
0
0
0
0
0
0
0
0
0
0
0
0
0
22.968776
1.461858
117.701786
0
0
0
4
Hypothyroid
55
0
0
0
0
0
0
0
0
0
0
0
0
0
0
74.629296
0.507866
5.39331
0.930787
5.853979
0
5
Hypothyroid
49
0
0
0
0
0
0
0
0
0
0
0
0
0
0
6.928126
1.554686
88
0.926563
95.343747
0
4
Hypothyroid
32
0
0
0
0
0
0
0
0
0
0
0
0
0
0
6.859903
0.153981
89.940777
1.02
87.940777
0
5
Hypothyroid
35
0
0
0
0
0
0
0
0
0
0
0
0
0
0
35.737779
0.28946
4.084318
0.094857
0.569143
0
5
Hypothyroid
65
1
0
0
0
0
0
0
0
0
0
0
0
0
0
22.076744
0.313907
76.892093
0.901535
85.553954
0
4
Hypothyroid
75
0
0
0
0
0
0
0
0
0
0
0
0
0
0
80.906868
0.736438
23.023283
1.069069
21.705472
0
3
Hypothyroid
73
0
0
0
0
0
0
0
0
0
0
0
0
0
0
6.67177
0
97
0.87
112
0
4
Hypothyroid
80
0
0
0
0
0
0
0
0
0
0
0
0
0
0
7.472991
1.401823
54.116821
1.219453
44
0
3
Hypothyroid
53
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1.049173
1.2
50.367218
0.89
56.367218
0
5
Hypothyroid
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
11.157838
2.161982
125.116671
0.93532
133.292343
0
0
Hypothyroid
73
0
0
0
0
0
0
0
0
0
0
0
0
0
0
10.669166
1.559148
126.295741
0.955915
132.408518
0
3
Hypothyroid
22
0
0
0
0
0
0
0
0
0
0
0
0
0
0
9.395872
0.971031
139.351734
1.312621
106.648266
0
5
Hypothyroid
84
0
0
0
0
0
0
0
0
0
0
0
0
0
0
32.096382
0.231317
55.867439
0.916023
61.325325
0
5
Hypothyroid
16
0
0
0
0
0
0
0
0
0
0
0
0
0
0
6.62178
0.277487
108.22199
1.14333
94
0
5
Hypothyroid
75
0
0
0
0
0
0
0
0
0
0
0
0
0
0
30.874543
1.974909
63.291514
1.161771
54.291514
0
4
Hypothyroid
52
1
0
0
0
0
0
0
0
0
0
0
0
0
0
62.714659
0.642866
22.571335
0.938586
23.856676
0
3
Hypothyroid
51
0
0
0
0
0
0
0
0
0
0
0
0
0
0
164.366436
0.4
16.239724
1.196336
13.353765
0
5
Hypothyroid
63
0
0
0
0
0
0
0
0
0
0
0
0
0
0
5.602481
1.283148
50
0.825663
60.433704
0
3
Hypothyroid
39
0
0
0
0
0
0
0
0
0
0
0
0
0
0
6.821919
1.8992
86.63359
0
0
0
5
Hypothyroid
49
0
0
0
0
0
0
0
0
0
0
0
0
0
0
10.491642
1.784596
103.723234
0.908616
113.861617
0
3
Hypothyroid
62
0
0
0
0
0
0
0
0
0
0
0
0
0
0
29.260224
1.516999
126.640082
0
0
0
5
Hypothyroid
60
0
0
0
0
0
0
0
0
0
0
0
0
0
0
7.5
0.536541
81.335338
1.046767
78.329324
0
5
Hypothyroid
50
0
0
0
0
0
0
0
0
0
0
0
0
0
0
6.835224
0.911939
109.039797
0.848239
128.607959
0
4
Hypothyroid
72
0
0
0
0
0
0
0
0
0
0
0
0
0
0
18.393718
1.915157
82.969504
0.885148
93.878926
0
5
Hypothyroid
23
0
0
0
0
0
0
0
0
0
0
0
0
0
0
88.891144
0
39.654496
1.154368
34.781608
0
5
Hypothyroid
39
0
0
0
0
0
0
0
0
0
0
0
0
0
0
42.750802
1.487636
58.500321
1.026259
57.374759
0
5
Hypothyroid
50
0
0
0
0
0
0
0
0
0
0
0
0
0
0
117.026677
0.389329
17.026677
1.137599
15.053354
0
3
Hypothyroid
40
0
0
0
0
0
0
0
0
0
0
0
0
0
0
140.124256
0.00497
32.788765
1.068509
30.826042
0
5
Hypothyroid
58
0
0
0
0
0
0
0
0
0
0
0
0
0
0
72.038483
0
43.721137
0.862019
51.12019
0
5
Hypothyroid
25
0
0
0
0
0
0
0
0
0
0
0
0
0
0
9.236071
1.64058
104.270533
1.122254
93.045089
0
5
Hypothyroid
60
0
0
0
0
0
0
0
0
0
0
0
0
0
0
26.731221
1.853756
66.075116
0.984624
67.343894
0
3
Hypothyroid
84
0
0
0
0
0
0
0
0
0
0
0
0
0
0
196.231911
0.102412
12.847866
0.672486
20.67653
0
3
Hypothyroid
24
0
0
0
0
0
0
0
0
0
0
0
0
0
0
465.25438
0.680388
21.294174
1.121573
18.901942
0
5
Hypothyroid
77
0
0
0
0
0
0
0
0
0
0
0
0
0
0
7.857945
0.654452
98.872603
0.853089
116.127397
0
5
Hypothyroid
69
0
0
0
0
0
0
0
0
0
0
0
0
0
0
20.037697
0.992461
51.075394
0.840754
61
0
3
Hypothyroid
53
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.995651
1.067311
50.336555
0.888341
56.336555
0
5
Hypothyroid
37
0
0
0
0
0
0
0
0
0
0
0
0
0
0
50.958816
0.4
9.342793
1.250779
7.82471
0
5
Hypothyroid
68
1
0
0
0
0
0
0
0
0
0
0
0
0
0
6.8662
0.474858
117.712287
1.035251
113.949716
0
3
Hypothyroid
37
0
0
0
0
0
0
0
0
0
0
0
0
0
0
237.83258
0.699947
2.499867
1.21334
1.999841
0
5
Hypothyroid
33
0
0
0
0
0
0
0
0
0
0
0
0
0
0
62.563811
1.291646
26.955919
1.073086
25.215784
0
4
Hypothyroid
67
1
0
0
0
0
0
0
0
0
0
0
0
0
0
9.536378
1.410785
103.911871
0
0
0
3
Hypothyroid
85
0
0
0
0
0
0
0
0
0
0
0
0
0
0
10.036018
0.752757
120.470473
0.88
136.940947
0
5
Hypothyroid
38
0
0
0
0
0
0
0
0
0
0
0
0
0
0
6.969465
0.73893
92.166844
0.955278
96.111229
0
3
Hypothyroid
62
0
0
0
0
0
0
0
0
0
0
0
0
0
0
7.700965
1.899883
89
1.040023
84.998246
0
3
Hypothyroid
60
0
0
0
0
0
0
0
0
0
0
0
0
0
0
35.843303
0.694018
23.156697
0.728576
32.43303
0
3
Hypothyroid
13
0
0
0
0
0
0
0
0
0
0
0
0
0
0
9.340921
0.072354
1.44708
0.354535
1.44708
0
1
Hypothyroid
65
0
0
0
0
0
0
0
0
0
0
0
0
0
0
47.937926
0.397931
12.020691
1.348138
9.130001
0
5
Hypothyroid
61
0
0
0
0
0
0
0
0
0
0
0
0
0
0
7.938322
1.913087
80.747652
1.04243
77.626174
0
5
Hypothyroid
73
0
0
0
0
0
0
0
0
0
0
0
0
0
0
19.960866
1.877652
118.809991
1.272513
94.335221
0
5
Hypothyroid
52
0
0
0
0
0
0
0
0
0
0
0
0
0
0
6.990482
0.523796
107.745987
0.840476
128.349197
0
3
Hypothyroid
75
1
0
0
0
0
0
0
0
0
0
0
0
0
0
8.151794
0.048206
124.228696
0.804858
153.064275
0
3
Hypothyroid
52
0
0
0
0
0
0
0
0
0
0
0
0
0
0
11.410775
1.8
109.274058
1.06137
102.274058
0
5
Hypothyroid
25
0
0
0
0
0
0
0
0
0
0
0
0
0
0
44.630139
0.942547
48.346495
1.017325
47.653505
0
4
Hypothyroid
40
0
0
0
0
0
0
0
0
0
0
0
0
0
0
6.693714
0
87.125715
0.875029
99.622855
0
3
Hypothyroid
35
0
0
0
0
0
0
0
0
0
0
0
0
0
0
24.856353
1.294935
2.095765
0.529181
2.095765
0
5
Hypothyroid
38
0
0
0
0
0
0
0
0
0
0
0
0
0
0
37.649416
0.914739
3.308371
0.62032
3.721918
0
5
Hypothyroid
66
0
0
0
0
0
0
0
0
0
0
0
0
0
0
15.704082
1.278458
66.115647
0
0
0
5
Hypothyroid
52
0
0
0
0
0
0
0
0
0
0
0
0
0
0
6.884745
1.615255
89.614411
0.935381
96.076274
0
5
Hypothyroid
74
0
0
0
0
0
0
0
0
0
0
0
0
0
0
26.406457
0.253118
10.147765
1.110924
9.307119
0
4
Hypothyroid
70
0
0
0
0
0
0
0
0
0
0
0
0
0
0
8.844462
0
118.762571
1.060563
112.412476
0
3
Hypothyroid
61
0
0
0
0
0
0
0
0
0
0
0
0
0
0
44.496121
0.255469
13.445306
1.194961
11.445306
0
5
Hypothyroid
68
0
0
0
0
0
0
0
0
0
0
0
0
0
0
42.001852
0.700139
42.502546
0.860056
49.499769
0
3
Hypothyroid
20
0
0
0
0
0
0
0
0
0
0
0
0
0
0
9.321206
0
96.766635
0.88606
110
0
4
Hypothyroid