Search is not available for this dataset
age
float64
sex
float64
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
hypopituitary
int64
psych
int64
TSH
float64
T3
float64
TT4
float64
T4U
float64
FTI
float64
target
int64
62.478587
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
8.260518
1.847859
88.869647
1.032179
85.651766
1
30.274232
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
193.522233
0.101767
5.203535
1.051767
5.194698
1
74.309389
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
82.228734
0.692376
22.692817
1.082287
21.154694
1
66.574494
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
49.723483
0.442551
8.681056
1.302551
7.064011
1
57.696248
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
10.913997
0.869168
64.869168
0.956962
67.738336
1
76.936973
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
6.593697
1.308404
146
1.063361
136.621835
1
36.827843
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
13.151498
2.479341
95.793412
1.325868
73.034431
1
70.650093
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
35.229128
1.865009
62.216698
1.102043
56.337477
1
55.083276
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
14.916724
1.9
93.63331
0.856333
109.183345
1
58.540956
0.885239
0
0
0
0
0
0
0
0
0
0
0
0
0
0
11.4
0.240998
98.655717
0.959671
102.803328
1
37.433533
0.913293
0
0
0
0
0
0
0
0
0
0
0
0
0
0
54.73988
0.891329
43.525988
1.024393
42.132934
1
54.00128
1
0
0
0
0
0
0
0
1
0
0
0
0
0
0
103.078006
1.623018
35.924553
1.049987
34.771101
1
59.479378
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
17.652919
1.543385
65.652919
0.991323
66.260311
1
69.775946
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
6.393986
1.9
89.775946
0.974918
92.672163
1
56.363473
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
10.369394
1.244349
143.659132
1.243409
115.488697
1
59.866304
0.133696
1
0
0
0
0
0
0
0
0
0
0
0
0
0
30.433152
1.01337
33.738044
0.667435
50.732609
1
39.806183
0.935394
0
0
0
0
0
0
0
0
0
0
0
0
0
0
7.042409
0
85.772495
0.853849
100.710661
1
52.519926
0.751423
0
0
0
0
0
0
0
0
0
0
0
0
0
0
45.988613
1.401139
28
0.942657
29.994307
1
42.114647
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
140.645322
0.082132
33.52799
1.069413
31.469325
1
60.353234
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
7.676617
0
76.323383
0.959701
79.353234
1
63.546384
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
58.634039
0.636596
50.363404
1.126392
45.180424
1
57.134536
0.938181
0
0
0
0
0
0
0
0
0
0
0
0
0
0
58.134536
1.869091
38.061819
1.131855
33.938181
1
61.1733
0.724433
0
0
0
0
0
0
0
0
0
0
0
0
0
0
8.379546
0
86.8267
0.842756
102.102267
1
60.318243
0.332173
0
0
0
0
0
0
0
0
0
0
0
0
0
0
7.167827
1.399304
39.65738
1.003531
40.31476
1
32.299192
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
7.621293
2.111051
90
0.923073
97.991916
1
65.530633
0.234684
0
0
0
0
0
0
0
0
0
0
0
0
0
0
9.873518
1.54081
69.173419
0.977041
70.704051
1
39.423579
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
8.744688
1.756477
97.070597
0.88
111
1
62.385593
0.204802
0
0
0
0
0
0
0
0
0
0
0
0
0
0
7.543361
2.02048
119.590395
1.026144
115.975988
1
38.626026
0.797998
0
0
0
0
0
0
0
0
0
0
0
0
0
0
21.595996
0.1596
4.202002
1.00798
4.202002
1
46.431276
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
16.36579
2.643128
74
0
0
1
56.255178
1
0
0
0
0
0
0
0
1
0
0
0
0
0
0
12.738442
2.340514
76.872411
0.951276
80.744822
1
78.063884
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
6.293612
0.542112
115.612777
0.94
122.612777
1
73.455111
0.717235
0
0
0
0
0
0
0
0
0
0
0
0
0
0
22.303407
0.480701
73.434469
0.834345
88
1
43.217962
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
32.217962
0.921796
13.913471
1.089518
13.435923
1
68.017053
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
19.119372
0.034106
92.931788
1.205116
76.693044
1
57.213887
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
7.135722
1.349833
77.213887
0.931422
83.357223
1
59.282324
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
11.644846
0.479951
64.282324
0.967177
66.564648
1
73.883088
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
9.243881
2.343882
116.812941
1.069065
107.953235
1
73.210368
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
163.701561
0.603523
30.886009
0.926756
33.868395
1
58.19816
0.80184
0
0
0
0
0
0
0
0
0
0
0
0
0
0
7.910615
1.5
90.405521
0.955945
94.811041
1
52.565469
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
12.871377
0.999421
106.565469
1.306547
81.607186
1
41.869534
0.869534
0
0
0
0
0
0
0
0
0
0
0
0
0
0
6.347886
2.108674
73.739067
0
0
1
62.735397
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
9.20967
2.37354
90.916055
0
0
1
75.476862
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
7.405231
0.088933
122.261569
0.941569
130.052314
1
58.437543
0.218772
0
0
0
0
0
0
0
0
0
0
0
0
0
0
21.531402
0.393789
61.093859
0.958751
63.656315
1
24.481733
0.673779
0
0
0
0
0
0
0
0
0
0
0
0
0
0
246.454251
1.308535
4.021338
1.132195
3.825606
1
68.706654
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
47.706654
1
48.243808
1.045828
46.561922
1
53.274938
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
31.968776
0.65438
14.181265
0.926687
15.362531
1
75.432846
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
15.533195
2.421642
67.216423
1.053507
64.041057
1
86.333721
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
13
0
121.333721
0.928903
130.665118
1
64.19659
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
22.576301
0.283393
42.77289
0.961966
44.54578
1
21.739975
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
169.47995
0.296831
64.543337
1.498667
43.739975
1
55.29229
0.941542
0
0
0
0
0
0
0
0
0
0
0
0
0
0
9.305224
2.505846
106.175374
1.125908
94.526122
1
69.000706
0.700071
0
0
0
0
0
0
0
0
0
0
0
0
0
0
79.001412
0.629993
22
1.086006
20.299929
1
77.679839
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
8.002373
0.711463
98.948617
0.854229
116.051383
1
25.83198
1
0
1
0
0
0
0
0
0
0
0
0
0
0
0
9.366396
0
68.99188
0.95168
72.82386
1
62.419189
0.354797
0
0
0
0
0
0
0
0
0
0
0
0
0
0
8.806567
0.774243
114.709595
0.861288
133.161622
1
55.999915
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
7.160002
0.839964
75.999915
0.911999
83.600017
1
64.114784
0.942608
0
0
0
0
0
0
0
0
0
0
0
0
0
0
6.475481
1.965565
72.713041
0.998278
72.827824
1
77.666771
0.583307
0
0
0
0
0
0
0
0
0
0
0
0
0
0
8.958206
1.241669
84.749922
0.862501
98.499843
1
56.115657
0.115657
0
0
0
0
0
0
0
0
0
0
0
0
0
0
9.374192
1.2
108.884343
0.92653
117.34697
1
58.848257
0.151743
0
0
0
0
0
0
0
0
0
0
0
0
0
0
11.226111
1.5
88.455229
0.975448
90.910457
1
20.97808
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
34.402192
0.804384
16.01096
0.997825
15.815344
1
42.346826
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
11.664739
0.704048
96.329478
1.030116
94.317914
1
62.903327
0.580665
0
0
0
0
0
0
0
0
0
0
0
0
0
0
9.31607
1.961268
108.419335
1.04258
104.161331
1
62.586829
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
13.372756
0.567915
98.402195
0.958044
102.597805
1
48.053658
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
23.714148
2.253561
91.410732
0.857678
107.053658
1
56.523186
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
6.651391
1.9
89.009275
0.999815
89.027824
1
23.941176
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
9.972058
2.481617
109.985294
1.169779
94
1
37.842041
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
6.761656
0
86.38344
0.876166
98.458601
1
36.514349
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
488.996754
1.140255
17.274769
1.106773
15.444098
1
68.846396
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
23.961599
0
75.115203
0.843072
88.846396
1
58.841251
0.36825
0
0
0
0
0
0
0
0
0
0
0
0
0
0
8.468574
1.8
88.577751
0
0
1
60.979032
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
8.018871
0
75.979032
0.950419
79.937096
1
58.579263
0.420737
0
0
0
0
0
0
0
0
0
0
0
0
0
0
36.951161
0.242074
13.579263
1.085853
12.420737
1
56.494164
0.498055
0
0
0
0
0
0
0
0
0
0
0
0
0
0
26.988328
0.450584
17.015563
0.97
17.517509
1
51.459581
0.09007
0
0
0
0
0
0
0
0
0
0
0
0
0
0
8.947804
2.209007
71.279441
1.070993
65.90993
1
78.869048
0.717262
0
0
0
0
0
0
0
0
0
0
0
0
0
0
8.271725
0
117.827381
0.845863
139.372024
1
23.118665
0.58207
0
0
0
0
0
0
0
0
0
0
0
0
0
0
16.72802
1.816414
66.25379
0
0
1
59.235125
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
73.393414
0.5
4.797805
0.998746
4.994512
1
70.321831
0.864366
0
0
0
0
0
0
0
0
0
0
0
0
0
0
6.727127
1.642296
91.542535
1.032713
89.135634
1
4.258672
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
15.456888
1.233598
142.939545
1.057413
135.28444
1
75.950217
0.475108
0
0
0
0
0
0
0
0
0
0
0
0
0
0
47.574675
0.395022
9.275975
1.179502
7.800867
1
59.051083
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
80.367389
1.993025
106.032421
1.212092
87.209236
1
32.033294
0.033294
0
0
0
0
0
0
0
0
0
0
0
0
0
0
8.060046
2.416765
89.833531
0.948002
95
1
30.028337
0.697166
0
0
0
0
0
0
0
0
0
0
0
0
0
0
14.091499
1.115466
77.760328
0.759433
103.331171
1
59.9181
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
118.582561
0.016645
17.417439
1.050832
16.500662
1
44
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
44.451838
1.413704
40.233363
1.16137
34.096323
1
68.194401
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
73.194401
0
52.674961
0.994028
53.233281
1
39.724984
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
6.741252
0.096255
87.550031
0.876188
99.862492
1
55.602262
0.450283
0
0
0
0
0
0
0
0
0
0
0
0
0
0
7.880113
2.239774
57.900565
0.949006
61
1
39.668657
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
6.799403
1.908582
86.23955
0
0
1
36.300766
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
393.855754
0.061125
14.510998
1.172445
12.523223
1
81.019973
0.796005
0
0
0
0
0
0
0
0
0
0
0
0
0
0
177.099865
0
25.940081
0.795121
32.552065
1
67.479394
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
16.388283
1.652929
80.479394
0.994382
81.694142
1
83
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
10.363448
1.765387
98.423113
0.993077
98.673066
1
65.672338
0.05461
0
0
0
0
0
0
0
0
0
0
0
0
0
0
10.847091
1.416383
67.836169
0.969454
69.890779
1
77.028155
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
36.056309
0.039417
81.774762
1.018874
80.859227
1
66.537846
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
38.588307
0.687385
20.924309
1.041262
19.899078
1
58.254739
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
410.471567
0.354562
11.290877
1.137642
9.943542
1