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
35.733465
0.783317
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0.009751
3.413327
119.783317
0.784334
152.916584
2
42
0.26834
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0.039633
3.1
123.561776
0.853668
145.511583
2
34
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.039429
6.512698
254.355379
0.976777
260.416226
2
29.02685
0
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0.02
5.698105
171.974729
0.859842
200.007897
2
32.586579
0.128493
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.075699
7.047481
259.201101
0.999721
258.89945
2
34.96962
0
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0.243924
4.691139
274.574686
1.058481
258.96962
2
68.095366
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
2.366111
8.646725
196.700883
0.546591
371.692453
2
24.462582
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.096762
3.009252
130.629934
1.223061
107.323807
2
73.064983
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.001331
0.798737
160.201263
0.892013
180.798737
2
17.033571
0.502798
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.14972
1.407833
196.027976
1.184748
166.055952
2
31.740184
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
6.307781
5.251963
258.277915
0.716193
359.480368
2
53.273475
0.808164
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.044245
6.358777
166.506131
0.824653
201.767344
2
29.336704
0.666185
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.030014
6.067774
268.328036
0.983353
273.322257
2
56.089175
0.727706
0
0
0
0
0
0
0
0
0
0
0
0
0
0
6.542324
6.425798
218.727706
0.808169
271.277064
2
28.645943
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.133851
5.166149
185.015543
1.127003
164.630401
2
60.292663
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.001077
3.638609
200.010808
0.594309
335.077219
2
78.021473
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.013844
3.303221
156.231211
0.872527
180.220474
2
34.424367
1
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0.001326
3.478782
120.848734
0.79167
153.045174
2
37.598546
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.088573
3.137122
236.828294
1.334293
178.313178
2
60.479875
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.070511
7.037768
185.87611
0.436905
21.585208
2
82.298479
0.41231
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.082462
3.223693
162.82462
0.796492
205.289211
2
70.386716
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.011533
3.521601
119.261328
0.91568
130.909373
2
56
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.049549
0.106798
229.894706
1.059097
217.07521
2
73.238913
0.690272
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.1927
4.245136
190.141631
0.919292
206.973534
2
69.37059
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.078714
2.88055
283.289417
0.90758
311.805496
2
52.493812
0.721535
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.041646
6.15953
165.379951
0.817723
202.113861
2
33.931744
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.852017
4.844709
232.612014
0.629624
374.423257
2
68.18428
0.636219
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.201779
5.690547
165.725969
0.830898
199.546468
2
23
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.011347
3.196247
204.730684
0.861921
236.885211
2
34
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.06213
4.94422
136.770158
1.125901
121.344084
2
70.854342
0.911872
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0.091187
4.194247
227.17992
0.754137
302.084463
2
43.960029
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
6.861054
248.522108
0.863895
289.39795
2
54.615229
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.033956
5.133924
191.395649
0.985826
194.428282
2
34.156627
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.023494
5.268675
178.807226
1.033735
173.06024
2
56.01888
0.796224
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.015094
5.92793
222.464193
0.822415
270.943359
2
18.884923
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.014141
0
153.200292
0.935142
163.428988
2
35.113618
0.314397
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
2.948093
189.829572
0.953712
198.715954
2
36.418888
1
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0.165039
1.494889
419.391109
1.073122
390.90111
2
33
0.532686
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0.020327
5.159806
262.111313
0.728595
358.803886
2
35.806369
0.361274
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0.031936
7.238726
256.30344
0.966647
265.948024
2
35.073638
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.016634
3.985996
239.2334
0.902334
265.533201
2
37.111975
1
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0.091571
4.479782
197.090203
1.141913
172.404354
2
71.382305
1
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0.174332
4.122037
192.617695
0.906912
212.235389
2
62.218288
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.115501
5.622714
191.388643
0.946681
202.441002
2
18.964054
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.028268
0.111432
170.604595
0.967484
176.035946
2
33.330979
0.095574
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.018823
4.430085
239.477872
0.907646
264.375234
2
64.887254
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.020113
0
161.315689
1.020225
158.248041
2
78.832751
0.05575
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.005
3.210451
150.554003
0.741115
202.219506
2
42.838491
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.027096
3.115722
135.63316
0.99738
136
2
60.446895
1
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0.059008
5.318437
210.368737
0.873687
240.539079
2
28.787421
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.167945
4.932755
190.066163
1.164425
163.344905
2
59.739745
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.219277
6.664579
169
0.853542
198.291575
2
42.909709
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.064193
5.245146
195.541748
0.837483
233.432282
2
61.090237
1
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0.025
3.9
125.180474
1.034512
122.075147
2
72.622592
0.844352
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.221205
4.322176
191.066112
0.914669
208.976576
2
34.663
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.02196
5.2337
183
0.804322
227.703294
2
68.159932
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.03815
5.162016
183.490004
1.0147
180.059974
2
59.20819
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.224054
4.906621
234.895905
0.69448
338.324914
2
41.804863
0.580486
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.116439
3.461465
157.64389
0.900634
175.678055
2
69.669964
0.316502
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.053922
4.691254
187.582509
0.949495
197.683498
2
41.249075
0.035582
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.107116
6.296072
207.177911
0.889644
232.284657
2
43
0
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0.017949
2.913674
130
0.805469
161.906117
2
21.100921
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.027079
5.842715
268.460552
0.96764
277.932479
2
23.198417
0.981962
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.245761
3.312627
246.855697
0.929459
265.018038
2
25.287335
1
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0.057959
6.00276
382.515425
1.001591
382.733762
2
86.049329
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.183147
3.36543
163.481452
0.824321
198.530781
2
69.21219
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.076023
3.181067
145.401524
1.211855
120.617524
2
57.594466
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.277189
4.191245
203.419368
0.806083
252.797233
2
56.000695
1
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0.015298
5.429363
219.647509
0.798234
275.47161
2
56.747109
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1.073436
3.153009
189.51853
0.548918
353.613401
2
78.13735
0.28755
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.005
2.42233
148.6996
0.745751
198.974299
2
39.335303
1
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0.038323
3.766174
136.666174
1.043301
131.33678
2
31.132728
0.426546
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.011469
3.26869
174.559274
0.919716
190.615995
2
47.278593
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.13607
3.701024
189.557187
1.067214
177.114374
2
58.331826
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.195546
4.291091
140.17818
1.674655
83.445449
2
38.644189
1
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0.182331
2.355811
430
1.035031
427.326961
2
41.56697
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
8.033761
4.298716
123.445871
0.284459
437.420188
2
58.391277
0.608723
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.098259
3.986916
123.913398
0.946087
130.913398
2
45.415908
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
8.302216
3.873012
127.212507
0.28927
441.434121
2
79
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.021628
3.865584
156.986082
0.766605
203.66512
2
62.416459
1
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0.130915
2.210731
362.98721
0.848201
432.996943
2
61.147875
1
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0.237156
6.024815
171.556376
0.881303
195.082718
2
69.720167
0.883652
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.044764
0.826074
178.698091
1.118365
160.210621
2
64.034162
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.073219
11.139026
417.203243
0.898049
474.339893
2
16.604049
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.048569
6.101445
254.491327
1.038728
243.84104
2
63.76879
1
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0.00501
6.038344
213.69172
0.934605
229.001909
2
64.115925
1
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0.017389
5.798596
214.347774
0.944637
227.188527
2
29.931203
1
0
0
0
0
0
0
0
0
0
0
0
1
0
0
0.468526
3.2
120.287469
1.093563
109.931203
2
56.714737
0.142807
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0.012142
3.357123
135.997545
1.054347
90.00526
2
57.048396
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.073872
0.145188
142.290375
0.871936
163
2
56.148517
0.851483
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.220297
3.274259
264.435582
1.001089
264.514826
2
55.413968
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.05879
1.573077
203.516194
0.789302
258.139677
2
31.815551
1
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0.104078
6.768269
408.730749
1.056163
386.782335
2
81.108057
0.263507
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.056384
3.4
154.425593
0.761081
202.209479
2
28.564767
0.356477
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.117824
3.941658
165.06943
0.967824
170.574093
2
40.209463
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.05442
3.083722
156.325552
0.951394
164.372239
2
57.076227
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
4.043178
7.58589
173.380805
0.46098
398.043133
2
58.412313
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.04917
3.44431
116.424441
1.182584
97.166045
2
18.66136
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.097887
1.049783
167.274964
0.946295
176.33864
2
43.832468
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
7.226882
3.456883
140.898704
0.313416
466.046747
2