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
67.812694
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.095755
3.258912
209.365544
0.951873
219.392746
2
65.763025
0.923698
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.001526
0
148.152605
0.852289
173.771093
2
34.5346
0.7327
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0.008019
4.95251
180.198101
1.06673
169.188603
2
50.253271
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.107467
1.455838
238.811651
1.128961
212.019502
2
48.994177
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.050291
0.01252
192.988353
1.050058
183.976706
2
67.075359
0.99058
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.05467
3.070798
156.934061
0.919623
171
2
54.956035
0.191207
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.046329
3.733845
141.617586
1.316043
108.881375
2
52.406003
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.059079
5.036082
169.518799
0.850376
199.184202
2
50.269738
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.024084
2.798988
188.814272
0.779975
242.094129
2
41.183142
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.050421
3.499636
130.454214
0.889964
147.278355
2
32.81488
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.040971
1.037932
225.31715
0.92044
244.77541
2
54.996467
0.083039
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.014982
3.541873
142.249117
1.231661
115.083039
2
47.9585
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.299042
8.871589
212.044692
0.88016
240.009577
2
59.692632
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.031147
3.823158
123.922105
0.975389
127.536841
2
59.218533
1
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0.097203
5.793329
210.274072
0.87137
240.862964
2
69.275701
0.733979
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.043573
3.945828
118.201936
0.910641
130.339786
2
58.544895
1
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0.052724
4.931734
203.862238
0.849541
239.363263
2
37.953817
0.505773
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0.02224
3.302309
119.505773
0.789885
151.528864
2
56.748166
0.982012
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.069101
0.052166
141.784142
0.868741
163
2
30.201686
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
13.992578
5.559663
275.714224
0.772605
356.403372
2
71.590113
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.023825
4.48616
233.746767
0.910601
256.488214
2
61.570408
0.688219
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.020323
3.806466
135.80603
1.23
110.182468
2
26.859973
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.011825
0
206.625171
0.798501
258.074966
2
70.952878
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.010118
3.538586
119.204712
0.912283
131.362303
2
70.270989
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.006355
3.418703
194.541978
0.901355
215.270989
2
57.68542
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.2
3.689514
279.069072
1.472507
194.378498
2
33.488287
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.511713
176.46486
0.993177
177.658858
2
56.816075
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.2
3.660536
286.168719
1.562339
187.133961
2
51.209738
1
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0.086854
4.20645
189.935497
1.037258
183.01623
2
55.727206
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.054092
2.763383
201.636763
0.77364
261.272061
2
24.562617
1
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0.010729
1.390654
170.072897
0.965364
176
2
70.093245
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.000561
0
161
0.9
180
2
26.281988
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.163463
4.141056
223.275621
0.891859
250.083385
2
27.776352
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.024425
0
200.8978
0.775591
259.22044
2
81.172166
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.03192
3.594036
152.615905
0.920398
166.748308
2
23.178008
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1.619648
156.619648
0.973191
160.601172
2
59.878606
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.025076
0
174.81791
1.028786
169.045523
2
76
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.005
0.851237
147.256183
0.791212
187.297527
2
49
1
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0.032744
3.638051
239.563418
1.263097
189.817091
2
31.901391
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
5.502552
5.219722
256.450903
0.710282
359.802782
2
57.399585
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.118991
4.025026
251.099896
1.075994
233.251298
2
43.351268
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.093714
3.066218
157.689085
0.936622
168.702536
2
27.283309
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.039476
1.552395
193.597679
0.766572
254.238025
2
40.061653
0.242293
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0.034097
3.196917
119.242293
0.795154
150.211467
2
32.867414
1
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0.00151
4.89982
180.244943
1.034715
174.151011
2
41.434865
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.010435
1.721753
198.086973
0.971305
204.304311
2
61.053638
1
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0.025
7.945021
201.074748
0.016494
1.448221
2
20.077785
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.020542
4.780554
22.62228
0
0
2
32.567806
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.098107
0.146007
153.243345
0.671622
227.83777
2
39.771607
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
7.966435
4.500694
123.221451
0.282215
441.235335
2
53.110267
1
0
0
1
0
0
0
0
0
1
0
0
0
0
0
0.037776
3.302804
133.721484
1.06471
126.472908
2
46.932405
0.058275
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0.036317
4.622378
156.757579
0.765828
204.533798
2
31.502092
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.050664
0
148.551861
0.948423
156.788373
2
58.879081
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.131163
2.623251
148
0.902465
164.381413
2
61.853118
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.033555
1.770389
158.715627
0.911422
174.860162
2
36.098985
1
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0.085585
4.4982
197.919012
1.14928
172.035995
2
28.101593
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.04082
0
149.804676
0.944844
158.578109
2
32.627291
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.061023
3.854328
161.661404
1.005932
160.881872
2
31.300321
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.013802
3.577955
136.498397
1.274377
108.060705
2
71.641782
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.010535
8.367409
217.664995
0.632139
344.534819
2
34.164739
0.967052
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.032471
3.229653
123.263583
1.075717
114.790749
2
61.014969
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
3.246845
8.181751
183.783123
0.498347
388.347769
2
21.289856
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.017621
5.633092
261.531403
0.889106
295.751205
2
27.377012
1
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0.081885
6.511301
398.452028
1.03981
382.811011
2
33.886072
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.113928
177.658216
0.998481
177.924048
2
55.010812
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.035351
4.411893
194.972971
0.820216
236.918913
2
56.590069
0.518014
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.108423
3.96261
140.963972
1.463106
98.423558
2
33.268013
1
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0
4.73881
178.072051
1.02048
174.487992
2
62.166198
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.141199
3.66676
142.26157
1.485505
97.926363
2
57.870489
1
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0.289855
3.923002
202.172681
0.800432
253.04317
2
56.519963
1
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0.086068
4.128802
349.408839
0.826688
427.708746
2
60
0.67989
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.018598
2.272782
177.880991
1.03
171.560881
2
45.605411
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.079041
3.251506
238.353412
1.296165
184.413646
2
42.65423
0
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0.028644
2.969154
126.19653
0.8
158.15922
2
80.694841
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.028983
3.043194
153.754299
0.885509
174.203439
2
59.03226
0.96774
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.2
4.290322
137.677277
1.658063
82.483839
2
40.929251
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.034469
4.192925
209.321542
1.076077
194.749207
2
30.994702
0.998234
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.000035
0.010419
195.977042
0.939788
209.024724
2
44.938619
0.996164
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.084751
0.021867
171.003836
0.879923
194.023018
2
25.294526
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.008088
2.345489
209.015421
0.881473
236.529684
2
32.196904
0.312741
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.072857
4.643629
58.903452
0.525405
25.957513
2
68.597691
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
154.681425
0.875698
177.083735
2
27.015396
0.335899
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0.06641
3.19923
165.679497
0.953359
173.343597
2
42.481661
0.528047
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.167988
3.694391
75.121898
0.538608
48.580365
2
57.511064
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.063778
3.390832
129.21391
0.951528
136
2
55.932076
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.07224
5.082803
214.343935
0.86276
248.239892
2
54.939776
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.01606
3.930364
192.908404
1
192.908404
2
18.105098
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.225828
2.774198
161.156073
0.907357
176.894902
2
39.934796
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.086304
3.788401
127.260815
0.90326
141.427586
2
63.524643
1
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0.010299
5.973238
213.36619
0.928908
230.059882
2
33
0.212323
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0.017123
5.063697
251.218987
0.693356
360.726061
2
52.645487
0.688963
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.054448
0.902006
138.26756
0.848227
163
2
42.711747
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.071538
4.403864
213.595826
1.103462
194.249612
2
44.924411
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.065216
4.593521
210.118782
1.109784
190.140379
2
60.804045
1
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0.211798
5.79273
172.587865
0.889899
194.309101
2
61.546921
1
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0.266585
6.294172
170.359237
0.871327
195.980572
2
56.047448
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1.862379
3.258984
181.193163
0.521864
355.349226
2
74.032529
0.491868
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.155996
4.145934
188.951207
0.925244
204.394282
2
74.352839
0.21572
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.015686
0
152.372922
0.884314
172.941482
2
40.24822
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.080036
3.683927
126.007118
0.887589
142.576808
2