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
53.33285
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
28
0
85.666632
1.016666
84
1
50.898247
1
0
0
0
0
0
0
1
0
0
0
0
0
0
0
61.449123
0
8.284204
1.184491
7.182451
1
58.423987
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
10.270129
1.500535
83.858671
1.03576
81.141329
1
61.693233
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
9.736791
0.78406
57.871178
0.982576
58.742357
1
70.170306
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
6.492577
1.9
90.170306
0.992664
91.489081
1
20.336383
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
9.534553
0.507826
94.19817
0.861982
110
1
66.115258
0.685876
0
0
0
0
0
0
0
0
0
0
0
0
0
0
58.827114
0.631412
22.685876
1.016282
21.685876
1
59.833271
0.166729
1
0
0
0
0
0
0
0
0
0
0
0
0
0
30.416636
1.016673
34.167473
0.676684
50.666543
1
72.000164
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
6.124996
1.524979
83.749713
0.872496
96.500082
1
29.952357
0.609529
0
0
0
0
0
0
0
0
0
0
0
0
0
0
10.415226
2.170481
87.828586
1.012191
86.609529
1
81.562857
0.414805
0
0
0
0
0
0
0
0
0
0
0
0
0
0
7.548883
1.490364
52.851948
1.192891
44
1
24
0.630262
0
0
0
0
0
0
0
0
0
0
0
0
0
0
418.907866
0.326052
5.260524
1.02521
5.260524
1
56.139425
0.513942
0
0
0
0
0
0
0
0
0
0
0
0
0
0
112.167309
0.194423
14.11154
1.079163
12.965722
1
73.941346
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
14.583877
1.16657
110.431089
1.150587
96.372436
1
32.858156
0.858156
0
0
0
0
0
0
0
0
0
0
0
0
0
0
7.070213
0.354611
85.709222
0.898511
95
1
59.717193
0.213801
0
0
0
0
0
0
0
0
0
0
0
0
0
0
14.904748
1.257918
92.634621
0.719932
128.786199
1
59.633082
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
7.742205
1.768346
110.683459
1.065779
104.105514
1
61.68307
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
13.584652
1.531693
99.929113
0.806122
124.218513
1
69.142543
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
110.696363
0.960727
37.214548
0.854469
42.964364
1
57.098787
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
9.001212
0.093848
100.851819
1.119506
89.901213
1
64.189035
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
10.513231
0
101.973537
1.212987
84.567106
1
34.947954
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
31.208183
0.072864
67.572504
0.923123
73.364321
1
47.453394
0.115755
0
0
0
0
0
0
0
0
0
0
0
0
0
0
82.662361
1.481028
43.778116
1.142315
38.315097
1
55
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
9.213732
1.813732
86.72535
1.04412
83.450701
1
55.989883
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
9.688663
1.2
120.680156
0.873401
138.226719
1
51.656548
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
36.484822
0.78686
52.101041
0.872021
60.414137
1
41.354115
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
31.095687
0.828706
13.14353
1.184259
11.215295
1
51.403087
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
60.532304
0.140309
13
1.091138
11.935391
1
48.95854
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
40.284035
2.143193
73.863862
0.993905
74.094678
1
40.252651
0.916961
0
0
0
0
0
0
0
0
0
0
0
0
0
0
140.830388
0.033216
31.588341
1.060035
29.837457
1
55.235793
0.191052
0
0
0
0
0
0
0
0
0
0
0
0
0
0
71.707378
0.404474
4.52237
0.979673
4.926844
1
68.35547
0.440755
0
0
0
0
0
0
0
0
0
0
0
0
0
0
9.322265
0
69.085285
0.712891
97.35547
1
40.24573
0.415243
0
0
0
0
0
0
0
0
0
0
0
0
0
0
7.720367
1.758476
69.076216
0.895848
77.491459
1
28.551316
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
143.961848
0.844868
35.264911
0.925728
38.346051
1
62.070427
0.988262
0
0
0
0
0
0
0
0
0
0
0
0
0
0
7.885915
1.795305
93.093903
0
0
1
51.333109
0.388851
0
0
0
0
0
0
0
0
0
0
0
0
0
0
8.911216
0
109.055743
0.842223
129.833446
1
45.857753
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
6.404742
2.276292
63.810337
0.975733
65.094831
1
66.192971
0.198828
0
0
0
0
0
0
0
0
0
0
0
0
0
0
7.955548
1.620469
81
0.901988
89.801172
1
77.648188
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
74.582477
0.723067
22.230665
1.017693
21.835046
1
66.6102
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
10.848451
1.578689
112.3898
1.219854
92.602914
1
57.525858
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
19.082745
1.348449
141.474142
1.164224
122.062059
1
41.226931
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
10.712647
2.122693
71.680792
0
0
1
59.622471
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
10.6097
1.360712
83.459176
1.023775
81.540824
1
79.500382
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
18.499618
1.650267
72.502671
1.035034
70
1
43.746931
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
55.441716
0.277914
10.707208
1.37454
7.942944
1
62.868713
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
8.18162
2.086871
80.052515
1.021575
77.973743
1
61.683187
0.336637
0
0
0
0
0
0
0
0
0
0
0
0
0
0
35.663363
0.801982
23.336637
0.784358
30.633626
1
63
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
8.2
2.1
80
1.014082
78.591762
1
66.560926
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
46.597684
0.443907
6.94854
0.97857
2.230564
1
61.537794
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
8.053779
0.564684
77.075588
0.968823
79.462206
1
60.515633
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
10.685162
0.90938
82.515633
0.997891
82.484367
1
20.46446
0.82829
0
0
0
0
0
0
0
0
0
0
0
0
0
0
249.08093
1.493948
4.48487
1.107474
4.381844
1
60.470166
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
8.476851
0
75.470166
0.960597
78.410498
1
75.579975
0.289987
0
0
0
0
0
0
0
0
0
0
0
0
0
0
48.130038
0.357997
7.609887
1.1758
6.319899
1
31.679707
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
228.578103
0.125781
11.546862
1.066172
11.804672
1
41.117939
0.117939
0
0
0
0
0
0
0
0
0
0
0
0
0
0
7.775917
1.582557
72.235877
0
0
1
24.690118
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
9.723953
2.189447
107.929647
1.152747
93.654941
1
67.716703
0.716703
0
0
0
0
0
0
0
0
0
0
0
0
0
0
25.167035
1.77167
72
0.855835
83.699779
1
76.998057
0.000243
0
0
0
0
0
0
0
0
0
0
0
0
0
0
7.299806
1.200146
56.997085
1.279905
44.001701
1
70.746128
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
7.258519
1.823838
90.619192
1.033808
88.238384
1
58.929385
0.933615
0
0
0
0
0
0
0
0
0
0
0
0
0
0
29.668077
0.3
12.409177
0.985268
12.362708
1
71.265291
0.867355
0
0
0
0
0
0
0
0
0
0
0
0
0
0
20.520262
1.647974
95.540901
0.915409
104.132645
1
67.934436
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
7.484023
0.327053
80.831955
0.905328
89.299173
1
55.443256
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
9.177837
1.94593
104.89186
1.127784
93.113488
1
36.34857
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
6.591428
0.900285
114.042858
1.0752
106.522856
1
27.883619
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
9.33599
2.570905
88.883619
1.0168
87.174572
1
76.252789
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
9.982529
1.587918
120.011155
0.996375
120.747211
1
37.133146
0.318539
0
0
0
0
0
0
0
0
0
0
0
0
0
0
37.185394
1.158483
78.318539
0.874517
89.866854
1
68.063536
0.063536
0
0
0
0
0
0
0
0
0
0
0
0
0
0
9.215746
0.114364
34.698893
0.646519
53.809393
1
33.547463
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
6.535872
2.160375
130.848784
1.216225
107.622516
1
54.638177
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
9.134872
2.460199
106.072365
1.128191
94.217094
1
75.461019
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
10.461019
1.415592
88.155923
0.871559
101
1
69.833325
0.71212
0
0
0
0
0
0
0
0
0
0
0
0
0
0
78.575759
0.115152
52.681807
0.92106
57.272723
1
30.360813
0.879729
0
0
0
0
0
0
0
0
0
0
0
0
0
0
8.920948
2.027837
90.398645
1.140757
79.841897
1
19
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
11.786834
2.140706
113.44234
0
0
1
57.869136
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
412.785182
0.322428
11.355144
1.126074
10.129917
1
33.252123
0.373939
0
0
0
0
0
0
0
0
0
0
0
0
0
0
11
0.67309
69
0.937564
73.869694
1
83.607531
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
11.867542
0
101.294352
1.082453
94.049059
1
59.911189
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
26.733566
1.219983
138.866783
1.087336
128.199825
1
52.429791
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
25.570209
0.139255
34.822343
0.791117
44.570209
1
76.684278
0.921069
0
0
0
0
0
0
0
0
0
0
0
0
0
0
13.039528
2.381604
69.262888
1.058415
65.526417
1
52.320935
0.320935
0
0
0
0
0
0
0
0
0
0
0
0
0
0
12.573964
2.182784
78.358129
0.912837
86.074387
1
58.747747
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
7.126126
0.403605
78.261264
1.005225
77.747747
1
26.150188
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
240.247151
1.593156
21.560833
1.218897
16.752849
1
35.471405
0.823802
0
0
0
0
0
0
0
0
0
0
0
0
0
0
7.159041
1.36476
94.119009
0.94238
99.233388
1
37.412587
0.896853
0
0
0
0
0
0
0
0
0
0
0
0
0
0
17.009791
1.34528
97.587413
0.875874
112
1
63.886041
0.943021
0
0
0
0
0
0
0
1
0
0
0
0
0
0
38.056979
1.205698
59.145311
1.018034
57.829062
1
28.483761
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
235.795073
0.261478
13.13102
1.001478
13.803137
1
46.824997
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
10.362501
0.2175
109.912498
0.848187
129.912498
1
61.968111
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
8.104783
1.556004
126.712008
0.949841
133.591928
1
61.694711
0.615041
0
0
0
0
0
0
0
0
0
0
0
0
0
0
7.023008
1.168578
96.845124
1.086902
88.769917
1
60.172464
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
153.045894
0.280459
16.402295
1.040574
15.793116
1
43.13316
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
8.139948
1.908355
108.65013
1.005666
108.08355
1
59.962785
0.037215
1
0
0
0
0
0
0
0
0
0
0
0
0
0
30.481392
1.003722
32.483797
0.64042
50.92557
1
66.746688
0.126656
0
0
0
0
0
0
0
0
0
0
0
0
0
0
7.663328
0.189984
107.126656
1.021267
105
1
29.365042
0.57937
0
0
0
0
0
0
0
0
0
0
0
0
0
0
7.104756
1.826189
95.57937
0.99
96.57937
1
62.038117
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
6.867153
1.15426
141.519058
1.26
112.519058
1
35.623688
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
18.989505
0.2
4
0.998711
4
1
39.368109
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
155.542324
0.108957
5.360729
0.783277
1.592027
1
76.425045
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
22.843194
0.473866
33.470418
0.686203
48.686388
1