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
64.560385
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.038758
3.487472
124.62641
0.928132
134.687923
2
70.817798
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.088178
4.41822
233.74364
0.787733
297.226697
2
44.301542
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.079271
3.598993
231.311614
1.198845
193.83412
2
41
1
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0.188323
1.704855
430
1.09
395
2
64.96168
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.020712
0.016423
160.928835
1.019398
158.027371
2
54.477721
0.043429
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.010651
3.613029
141.609138
1.23
114.695996
2
77.252167
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.010478
3.187825
156.904354
0.871565
181.278271
2
68.260487
0.688374
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.025651
5.585577
189.506991
1.071302
176.311626
2
30.820537
0.705134
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.076411
1.739707
161.845969
0.71423
226.525672
2
65.701194
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.052835
2.83158
157.519522
0.922598
171.086587
2
62.631073
0.724443
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.072444
2.318219
326.111083
0.775822
423.54656
2
57.991905
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.20817
3.538624
264.21538
0.980121
270.780572
2
74.182582
0.081742
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.018365
0
149.836516
0.877548
171.245225
2
37.572965
0.603004
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0.001985
3.301502
123.969962
0.80382
154.396996
2
64.015281
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.020985
0
163.757213
1.021969
160.166382
2
77.624915
0.791695
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.026249
2.908305
154.375085
0.969585
160.041525
2
36.227369
0.193158
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.000966
4.087526
186.613684
0.950342
196.317893
2
67.992453
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.059925
4.700755
242.690565
0.830113
292.98868
2
64.813064
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.025467
3.843919
131.784917
1.204764
109.588955
2
19.413648
0.50785
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0.049215
1.624095
159.429349
0.939843
168.952899
2
38
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
9.324199
4.783776
160.6994
0.28
584.906663
2
27.579844
0.583651
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.16673
5.090303
252.828893
0.963308
262.085554
2
35.503161
0.832982
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0.00334
3.399789
121.670179
0.78334
155.503161
2
60.166818
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.024743
3.89615
122.948671
0.978973
126.089825
2
67.230603
0.68204
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0.147694
4.268204
231.907759
0.747743
311.082474
2
39.383468
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.047556
1.497742
177.55262
0.894041
199.616532
2
56.149761
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.15113
4.202837
395.30216
0.918954
438.983178
2
71.589614
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.034772
4.927359
192.319189
1.088176
176.638379
2
62.307254
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.104535
3.047858
152.307254
0.914786
166.82867
2
58.699106
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.107875
4.41857
119.911619
1.027259
117.583912
2
66.843578
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.050698
2.857547
156.296103
0.914525
171.234632
2
19.107164
0.373379
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0
0
196.961085
0.763604
257.626621
2
72
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.1
3.72854
335.544822
0.74
453.425722
2
62.669825
0.917456
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.039905
3.43207
119.669825
0.958349
124.834912
2
65.138675
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.022427
0.214946
160.72265
1.013066
158.901387
2
34.729554
0
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0.195911
5.411339
271.213753
1.046478
258.729554
2
49.6032
0.400356
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.032011
5.420818
161.204623
0.792028
203.398578
2
41.462478
1
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0.025921
5.744613
249.036833
0.891296
280.388812
2
59.795809
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.052429
3.364084
125.767544
0.953592
132.04922
2
38.802024
0.399747
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0.027011
3.259899
119.399747
0.792005
150.998735
2
23.354164
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.008819
2.557642
205.826382
0.864097
237.597199
2
28.281375
0.056275
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.019156
5.748058
183.11255
0.825065
222.043325
2
78.235982
0.588006
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.03236
3.111994
153.764018
0.9594
161.05997
2
65.421669
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.151045
6.894934
231.789165
0.678946
342.053002
2
67.109513
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.102832
2.307743
277.862832
0.906073
306.077434
2
53.04415
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.029779
2.368717
191.844528
1.021113
188.04415
2
34.515084
0.515084
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.14805
3.875865
240.454747
1.009698
238.030169
2
37.628586
0.314293
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.006286
4.205712
193.914441
0.991429
194.942878
2
24.742986
0.649532
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.035724
0
187.350468
0.723505
260.59813
2
45.1514
0.424246
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.539397
3.660603
88.788039
1.046667
83.121337
2
56.84999
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.22875
1.840015
262.900057
0.963251
273.224919
2
48.985448
1
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0.266917
7.647073
211.15533
0.870146
241.970897
2
32.238294
0.486761
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.058625
5.129125
205.539716
0.865662
236.867614
2
38
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
8.601795
4.741282
141.576939
0.28
513.941086
2
56
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.022147
5.195926
191
0.985705
193.858936
2
47.651415
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.117429
2.899458
190.302829
1.063486
178.605659
2
62.618569
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
160.278351
0.863918
185.773188
2
58.194586
0.074662
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.048133
3.752263
243.328045
0.94776
255.925338
2
29.684477
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.018289
5.580217
173.283394
0.868556
199.486642
2
57.814209
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.005929
3.819491
181.247721
0.961858
187.917426
2
80.0753
0.03765
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.051882
3.72259
151.811751
0.934894
163.058753
2
41.010623
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.138707
4.114965
219.527022
0.906882
241.612933
2
74.34932
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.002937
1.76199
159.23801
0.88238
181.76199
2
66.666228
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.029362
4.294976
192.974224
0.889742
216.795108
2
56.879146
0.989929
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.099245
6.575829
189.929502
0.859194
222.130925
2
60.252097
0.27479
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.008244
1.483867
142.419337
0.664731
214.022693
2
31.6564
0.8906
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.47042
195.015401
0.942188
207.359001
2
41.369674
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.053094
16.401158
423.196417
0.710821
600.157964
2
54.404625
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.016595
3.84474
193.871675
1
193.871675
2
61.274869
1
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0.025
3.853436
143.47693
0.943631
82.855367
2
55
1
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0.02138
4.361961
216.31009
0.802069
269.861676
2
30.401409
0.900235
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0.009977
3.02993
168.501174
0.959002
175.600939
2
22.660871
1
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0.143106
3.62534
216.293166
0.839081
256.522982
2
19.91605
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.271946
7.703056
223.633643
0.873741
255.198457
2
59.396619
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.145886
3.960338
245.185631
1.117975
218.793238
2
41.274366
0.206761
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.089493
3.955268
131
0.964473
136.139155
2
70.004719
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.07195
3.041195
284.811325
0.908003
313.411954
2
28.923563
0.50637
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.25
3.941719
260.821647
0.994172
262.038218
2
59.28108
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.022968
3.571892
142.312432
1.162654
122.71892
2
39.9722
0.088382
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.098371
4.038133
131
0.956187
137.204564
2
42.012972
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.042597
4.301297
209.502162
1.085108
193.484866
2
66.590065
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.053292
2.9941
157.136645
0.919317
171.307451
2
30.649809
0.941635
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0.005837
3.01751
168.708174
0.959416
175.766539
2
51.190375
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.046192
0.404812
162.730125
0.947301
172.269875
2
70.999727
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.02
1.349939
158.000136
1.000001
158.499977
2
37.804406
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
23.223774
4.315458
270.041017
1.207319
222
2
43.256764
0.782096
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.066478
0.936989
174.486472
0.897432
194
2
58.77204
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.026477
4.724874
199.35233
1.032384
193.5233
2
25.326325
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.011565
0
173.952285
0.982653
176.84351
2
32.972389
0.146802
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.264034
5.257846
242.293603
1.014128
238.76162
2
60.831951
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.002605
1.875622
145.915976
0.84479
172.436982
2
71.128473
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.099216
8.558166
359.470625
0.744881
483.134932
2
35.266105
0.733895
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.128712
4.833895
163.274535
0.962745
170.661046
2
54.558512
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.185284
3.622074
296.511541
1.713209
173.471626
2
73.854432
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.074038
10.343165
377.915205
0.758544
497.610137
2
32.349485
1
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0.064315
5.579031
375.029546
0.962043
392.903258
2
49.928507
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.006632
3.382689
238.673561
1.224798
195.316097
2
69.257697
0.518639
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.049254
4.441005
191.298219
1.025932
186.630471
2
32.558135
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.042849
0.662797
150.209325
0.963256
156
2
75.739367
0.739367
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.00891
2.2181
155.914932
0.872606
179.872399
2