Datasets:
anasmakki
/
thyroid_processed

Dataset card Data Studio Files
xet
 Community
1
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
14.850584
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.034579
6.417746
264.710351
0.96514
274.682304
2
38.84603
1
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0.015144
3.257699
129.69206
0.913266
143.096433
2
60.576839
0.36812
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0.015522
3.520872
130.472479
1.23
106.10436
2
40.108201
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
8.809424
4.114835
150.080295
0.28
543.48348
2
33.068142
1
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0.139467
2.588291
411.631486
1.060777
387.903074
2
68.581059
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.037608
2.119743
158.264847
0.913676
173.845906
2
33.715693
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.016047
3.024688
157.506238
0.992718
158.468812
2
63.819619
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.029098
5.635879
249.272548
0.840922
297.086238
2
23.651918
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.1
2.826077
205.43304
1.171292
175.348082
2
69.863339
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.044317
0
174.779462
1.109161
158
2
77.203444
0.598852
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.005
1.363903
146.209184
0.751977
194.616072
2
35
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.004739
2.938168
238.321349
0.996346
239.208816
2
49
1
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0.045256
3.537954
239.396591
1.268102
188.982953
2
34.12487
0.12487
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.263163
4.500208
241.62539
1.017503
237.24974
2
57.729006
1
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0.17187
6.030534
165.678116
0.798308
208.863872
2
16.313892
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.015547
5.923356
252.408801
0.818613
308.60578
2
59.028532
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.015143
3.498573
146.637092
0.856228
171
2
46.981506
1
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0.149891
4.300336
189.015131
1.070134
175.993275
2
62.706813
1
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0.022293
3.46691
118.127736
0.942105
126
2
54.715942
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.028464
5.357971
218.147825
0.817044
267.466657
2
32.942525
1
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0.025157
5.304703
278.564305
0.781254
356.114951
2
54.066882
0.033441
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.009666
3.610032
141.966559
1.226321
115.367852
2
49.963048
1
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0.080167
4.522217
356.359169
0.863407
418.266789
2
63.177178
0.739597
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0.021094
3.743758
131.958388
1.23
107.218791
2
57.454403
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.06616
0.565601
227.899195
1.047072
217.646401
2
64.550069
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.023485
6.019359
183.715621
1.021469
178.706276
2
59.121649
1
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0.065
3.64079
208.747766
0.851216
245.069761
2
45.641318
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.06019
4.461048
208.931137
1.098243
191.068863
2
51.341257
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.096587
1.180215
237.143406
1.115905
212.962423
2
57.716202
0.716202
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.15743
1.050052
252.594425
0.91419
275.337456
2
59.326358
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.026939
4.826499
199.306137
1.034693
193.061368
2
57.694186
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.125535
2.082559
146.165119
0.897767
163
2
36.425541
1
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0.16509
1.492718
419.406515
1.073147
390.907063
2
75.182774
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.161975
4.42395
133.365547
0.911261
147.056722
2
26.619292
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.184518
5.115482
186.535531
1.159936
161.083762
2
67.256707
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.129484
7.482146
230.871646
0.674358
343.154024
2
64.313398
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.026717
3.694019
128.537087
1.137309
113.836116
2
51.757158
1
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0.134286
2.168566
253.371435
0.896714
282.014288
2
77.375181
0.602256
0
0
0
0
0
0
0
0
0
0
0
0
0
0
5.592502
4.953457
287.227076
0.886135
324.18195
2
38.454427
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.044049
3.067768
156.64465
0.962563
162.776752
2
69.007956
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.043845
3.077689
157.223106
0.908845
173.677275
2
28.353957
0.070791
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.018938
5.708863
183.141583
0.826371
221.796546
2
53.396117
1
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0.028302
3.569806
128.283106
1.006416
127.981165
2
27.908052
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.178057
4.985517
189.098857
1.166184
162.289662
2
22.709822
0.327168
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.149075
3.234566
162.691327
0.933642
173.635842
2
66.03325
0.502771
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.020083
5.993904
188.022166
1.060166
176.497229
2
72.50307
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.006242
3.585092
119.049693
0.902982
132.602456
2
20.600492
0.700062
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0.010501
2.800246
199.200984
0.807007
246.799016
2
55.057504
1
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0.069504
0.078588
205.923328
0.809808
253.980832
2
29.455915
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.113602
5.186398
184.408064
1.113841
166.047851
2
57.966988
0.966988
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.195048
0.122144
255.603857
0.901651
282.108678
2
76.447241
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.02
2.575629
155.276379
0.981843
158.953937
2
62.160328
0.790082
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.05519
3.635869
119.160328
0.955802
124.580164
2
49.733562
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.029498
3.574395
202.11073
1.023218
197.88927
2
50.803423
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.014653
3.967628
238.87286
1.216186
196.959414
2
57.564542
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.210886
0.696732
258.612747
0.92395
279.298609
2
75.106133
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.056514
11.519764
390.682553
0.771061
506.121702
2
42.490448
1
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0.195192
0.153853
425.33634
1.073172
397.644343
2
41.868597
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
8.045072
4.264783
123.483575
0.284836
436.779232
2
43.20506
0.014647
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.020732
2.857523
130.175766
0.801025
163
2
59.369151
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.025394
0
174.053727
1.023692
169.236568
2
56
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.020717
6.930211
223.167398
1.001435
221.88043
2
84.55489
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.156655
3.311087
162.666303
0.831114
196.221193
2
75.95947
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.044567
12.321901
399.386592
0.779595
511.924395
2
38
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
8.318675
4.724628
134.082592
0.28
486.128731
2
62.067588
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.190456
5.821628
233.466206
0.687331
340.040553
2
45.629541
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.060278
4.4636
208.950766
1.098458
191.049234
2
79
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.019348
3.80175
156.165362
0.762957
203.573929
2
30.492224
1
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0.077277
4.363367
135.544557
1.165078
116.738336
2
56.334613
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.091827
3.850192
200.334613
0.766692
262.159631
2
55.290105
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.015
7.836922
234.881321
0.659868
355.414287
2
24.590608
0.911633
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.022511
4.194408
204.265101
0.844418
241.116329
2
62.712057
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.03144
3.321596
118.12837
0.964319
122.62447
2
71.33084
1
0
0
0
0
0
0
0
0
0
0
0
1
0
0
0.167743
4.351122
124.007479
0.833234
148.857017
2
47.020911
1
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0.149686
4.299535
189.004647
1.069837
176.034851
2
49.742895
1
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0.030562
3.427317
131.112483
1.021768
128.887517
2
65.093862
1
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0.029224
3.806138
134.12635
1.231877
108.7509
2
40.833664
0.944555
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.141683
6.89525
423.235681
1.077802
392.726745
2
72.667863
0.833034
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.040844
4.632855
190.497308
1.074973
177.16876
2
49.578049
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.068977
3.113074
170.08439
0.861688
197.204635
2
46.151422
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.07759
3.481273
234.338691
1.230797
191.143386
2
56.606267
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.068188
0.460763
232.667576
1.068488
217.606267
2
23
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.010983
3.116334
204.803333
0.8641
236.376671
2
55.0527
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.001054
5.58432
214.4743
0.914743
235.2622
2
59.644972
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.008225
7.044822
249.794379
0.804394
310.653841
2
51.567386
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.168058
2.549691
170.227366
0.872274
195.15895
2
34.223086
0.223086
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.233074
3.651494
238.430619
0.999922
238.338518
2
31.908663
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.002272
1.45386
191.002355
0.92637
207.637006
2
23.948075
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.00684
1.983528
207.212174
0.854199
241.952547
2
56.190228
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.02856
6.548339
225.282735
1.019023
220.478177
2
65.186713
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.036253
3.495823
124.208858
0.926044
134.562657
2
57.371283
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.025309
4.468069
199.46906
1.026547
194.690597
2
52.213112
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.028224
0
162.857925
0.946448
172.568299
2
21.546463
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.207302
3.790569
247.545077
0.90638
273.539533
2
58.349777
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.03
6.097886
193.685459
0.996855
194.650223
2
39.276253
0.425418
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.063813
3.10555
359.900972
0.963592
371.44213
2
50.633058
0.514784
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.035444
5.684004
162.692195
0.801183
202.940863
2
56.513261
0.486739
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.147348
3.45663
255.681748
0.979204
260.867395
2
55.42889
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.004464
0
160.892778
0.894639
180.857779
2
53.035626
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.029822
2.363724
191.846964
1.021174
188.035626
2