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
83.331016
0.925668
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.038513
3.887807
150.925668
0.88
171.925668
2
66.158417
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.04
4.875106
249.97313
0.861132
290.701559
2
34.156413
0.156413
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.253858
4.449739
241.530761
1.016872
237.312826
2
31.030252
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.020891
5.596975
183
0.81287
225.139002
2
41.575658
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.003816
6.437829
248.095395
0.887138
280.953947
2
54.296666
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.016703
3.827467
194.066001
1
194.066001
2
57.65668
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.039428
1.169047
160.737328
0.938687
171.622888
2
41.157523
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.064064
2.809814
155.251132
0.940936
165.063915
2
63.518151
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.024398
4.475908
191.469884
1.04229
183.951733
2
45.551052
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.062934
3.966291
207.65803
1.101734
189.173422
2
44.940382
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.03137
3.936906
232.987933
1.190951
196.059618
2
76
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.06861
3.466742
183.833708
0.983326
187.168538
2
26.793183
0.174184
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.047224
4.712908
42.553734
0.292629
14.457288
2
39.326994
1
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0.061465
4.890231
184.27815
1.052293
174.819538
2
56.038564
0.304726
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.049185
6.246768
185.523629
1.042189
176.695274
2
27.810636
0.343854
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0.05
7.118605
258.936879
1.020316
253.18605
2
54.163284
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.009184
3.74694
137.938807
1.089388
126.918358
2
57.494696
0.884207
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.002316
0.521067
159.536829
0.839579
189.968475
2
22.918249
0.527883
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.029034
0
187.472117
0.724721
260.111533
2
66.639269
1
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0.138291
2.65349
239.955643
0.819778
292.873451
2
53.018534
1
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0.025
3.750232
166.697872
0.308925
27.125107
2
41.789726
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.072811
7.149906
375.313548
0.909178
420.350014
2
47.558225
0.879852
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.043993
0.516636
192.279112
1.039187
185.20148
2
79
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.00974
3.424661
161.350677
0.78
207.376694
2
57.377413
1
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0.025755
5.420753
212.415058
0.894151
237.981178
2
62.361481
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.099126
7.89188
418.13251
0.911988
468.578436
2
73.756751
0.560812
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.050372
4.1973
188.047311
1.050473
179.074314
2
35.740908
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.023273
2.469091
181.802275
0.903148
203.259092
2
67.666833
0.822211
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.008889
0.657819
148.711155
0.864223
172.222112
2
62.320841
0.704398
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.009434
2.535832
145.773614
0.851824
171
2
58.294637
0.294637
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.021785
3.388391
118.687694
1.168126
101.169715
2
53.894274
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.047037
3.4
130.026431
0.985925
132.40749
2
33
0.414102
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0.019141
5.124231
258.079481
0.715551
359.515386
2
81.844695
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.032816
3.445643
152.796087
0.883592
173.43687
2
24.059907
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.189055
3.829954
253.62442
0.940599
269.239629
2
30.601718
0.188621
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.252845
3.762276
61.544821
0.192393
17.353088
2
54.659579
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.007837
0
161.226947
0.905674
179.092211
2
42.280077
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.044601
4.328008
209.546679
1.087334
193.173244
2
40.058051
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.023546
4.694195
183
0.791628
231.511566
2
66.899928
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.052248
2.944889
156.549677
0.916497
171.150108
2
35.236652
0
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0.072082
4.044484
153.763348
0.866246
177.583628
2
31.066979
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.063545
3.210717
180.565171
1.157759
156
2
56
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.017865
4.539225
191
0.994271
192.145804
2
66.962438
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.01632
3.222652
115.226524
0.907547
127.717133
2
30.382738
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.003848
1.115838
217.919792
0.906914
239.921826
2
68.761341
0.44318
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.002216
0
138.545441
0.693182
201.250038
2
43
0
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0.01449
2.93673
130
0.814692
160.061568
2
34.862879
0.137121
0
0
0
0
0
0
0
0
1
0
0
0
0
0
3.917979
4.572576
274.725759
1.081939
253.926534
2
37.638851
0.079856
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.006788
3.956617
185.722297
0.953611
194
2
64.45147
0.777984
0
0
0
0
0
0
0
0
0
0
0
0
0
0
2.209148
3.555225
296.36743
0.637873
485.966523
2
37.111534
0.506971
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.052953
2.810266
171.493029
0.870139
196.958175
2
56.871746
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.228206
1.805206
262.769523
0.962054
273.409842
2
73.462902
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.00327
2.223367
145.462902
0.705393
205.768549
2
35.779668
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.017708
3.976787
239.386884
0.903869
265.226231
2
74.865601
0.05672
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.063015
4.0418
186.2836
0.941702
197.94328
2
58.882095
0.029476
0
0
0
0
0
0
0
0
0
0
0
0
0
0
23.292862
8.79978
218.029476
0.829116
264.294764
2
74.860859
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.02
2.218693
156.069571
0.98713
158.821738
2
42.040657
0.986448
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.005271
0.05692
178.067761
0.710949
250.783164
2
47.016604
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.049945
3.861412
159.435687
0.712905
223.709542
2
67.40469
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
5.548685
5.163397
252.955791
0.757804
333.917129
2
72.294414
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.047526
3.621252
290.306594
0.90953
319.212516
2
57.637331
1
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0.271591
3.604352
202.483559
0.801209
253.12089
2
54.187243
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.062829
5.093622
216.561729
0.848765
255.306592
2
58.3352
0.3352
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.023408
3.40056
117.268002
1.159608
100.642401
2
79
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.001696
3.201739
158.269561
0.766435
206.965215
2
71.43596
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.013942
3.125616
199.128079
0.912115
217.775555
2
65.839923
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.023098
1.301881
151.779654
0.879397
172.740115
2
51.356029
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.026591
3.166656
190.234808
0.789166
240.924276
2
56.492154
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.06123
3.371728
129.659682
0.954712
136
2
72.592182
0.633768
0
0
0
0
0
0
0
0
0
0
0
0
0
0
5.152603
5.559218
260.353203
0.856338
304.283061
2
53.418143
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.053545
3.31409
131.004562
0.964318
136
2
26.414535
0.235756
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.076424
3.229273
162.585465
0.964145
168.227908
2
27.762305
0.460384
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0.053962
3.161885
166.301921
0.954604
173.841537
2
64.161331
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.030645
5.422578
198.096742
1.055161
188.193485
2
57.526519
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.081345
3.284088
146.106078
0.876856
166.787844
2
55.582947
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.164041
4.643837
210.459684
0.836256
251.791474
2
47.344628
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.070572
0.703388
172.80356
0.894428
192.917864
2
60.147283
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.035547
5.357364
200.743327
1.059509
190
2
52.911772
0.988972
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0.029945
5.386766
162.231597
0.730551
222.14337
2
19.930437
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.017167
0
152.815102
0.936243
162.878717
2
78.962215
0.012595
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.005
3.394962
151.088165
0.741637
202.748099
2
55.864063
1
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0
5.557604
214
0.91288
235.231944
2
33.029038
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.119166
4.678258
194.731942
1.155942
168.434845
2
32.837186
0.945729
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.837711
5.316281
278
0.78
356
2
45.403369
0.596631
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.058781
1.815163
164.949458
0.831596
198.437064
2
36.129218
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.026059
0.77308
224.783919
0.925657
242.739411
2
28.369155
0.701714
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.040354
4.65623
204.894859
0.854914
239.017136
2
31.421337
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
14.223529
5.526301
275.789031
0.775789
354.9998
2
65.051058
1
0
0
1
0
0
0
0
0
1
0
0
0
0
0
0.067628
2.929654
144.169675
1.236359
116.771016
2
62.946741
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.048627
3.205326
143.778696
1.210308
119.053259
2
49.620571
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.087929
3.331029
245.412565
1.328611
185.448573
2
68.151641
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.061516
4.684836
242.186472
0.827725
293.227461
2
63.459737
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.027701
3.254026
118.620788
0.948507
125.229869
2
43.415521
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.060046
2.661188
156.990865
0.941416
166.849313
2
34
0.165875
0
0
0
0
0
0
0
0
0
0
0
0
0
0
4.728851
4.650238
247.142112
1.053175
234.511881
2
35.959269
0.008146
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.029756
3.991854
177.837075
1.138941
156
2
55.491401
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.072869
5.063917
214.721656
0.862131
248.869426
2
18.071261
0.383908
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0.005759
1.535631
194.142523
0.77223
251.857477
2
64.25345
0.375246
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.095589
4.41218
117.125739
0.92499
126.752464
2
23.04742
1
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0.014763
3.936774
204.126453
0.839684
242.237099
2