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
78.674499
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
10.564985
1.8302
68
0.957438
71.581663
1
52.876232
0.163367
0
0
0
0
0
0
0
0
0
0
0
0
0
0
9.36287
2.116337
66.470301
0
0
1
60
0.815541
0
0
0
0
0
0
0
0
0
0
0
0
0
0
98.815541
0.726216
10.856354
1.183304
9.446623
1
25.606882
0.202294
0
0
0
0
0
0
0
0
0
0
0
0
0
0
9.245046
1.754953
108.393118
0.97
112.393118
1
78.906344
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
7.669487
1.5
99.386707
0.888399
111.933535
1
83.590798
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
11.861894
0
101.306901
1.082558
94.05115
1
43.740423
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
395.784554
0.198897
13.408826
1.177956
11.448605
1
32
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
9.413707
2.004683
72.581952
0.956288
75.976585
1
54.832943
0.516706
0
0
0
0
0
0
0
0
0
0
0
0
0
0
93.349649
0.296659
7.970164
0.970513
8.033411
1
76.468864
0.382784
0
0
0
0
0
0
0
0
0
0
0
0
0
0
21.727102
1.932051
101.851648
0.888516
114.382784
1
31.03488
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
8.14128
1.846123
75.03488
1.000349
74.839147
1
63.8201
0.854673
0
0
0
0
0
0
0
0
0
0
0
0
0
0
77.588339
1.538412
118.726633
1.240935
96.197187
1
71
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
7.159684
0.692025
66
0.650114
101.48291
1
19.372249
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
8.669712
2.532488
108.372249
1.114963
96.937959
1
62.640401
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0
38.928844
1.23596
44.430755
0.814308
54.644222
1
57.852268
0.573866
0
0
0
0
0
0
0
0
1
0
0
0
0
0
7.168748
1.032959
90.147732
0.901648
100.409073
1
70.35824
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
7.549028
0.650972
114.584442
0.740563
153.867963
1
24.365899
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
11.243933
1.668264
91.390168
0.84122
109.146235
1
40.115747
0.442126
0
0
0
0
0
0
0
0
0
0
0
0
0
0
15.074021
1.676851
68.905116
0
0
1
49.919582
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
116.236029
0.460313
17.482508
1.138794
15.442299
1
36.805221
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
11.732178
0.058434
69.071287
0.631687
110.707831
1
43.372108
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
6.868605
1.2
43.313946
0.888621
49.431877
1
62.955934
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
107.647473
0.4
13.823737
0.980881
13.823737
1
73.111661
0.185277
0
0
0
0
0
0
0
0
0
0
0
0
0
0
25.555831
0.281472
6.490071
1.164797
5.734488
1
75.257138
1
0
0
0
0
0
0
0
1
0
0
0
0
0
0
44
0.91746
34.211109
1.035413
32.669839
1
33
0.354428
0
0
0
0
0
0
0
0
0
0
0
0
0
0
10.121533
0.968358
87.417711
1.007089
86.708856
1
64.90883
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
103.227926
1.258973
30.225052
0.044673
0.638192
1
28.756408
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
47.054029
0.189194
2.302563
0.849725
2.29716
1
28.789173
0.842165
0
0
0
0
0
0
0
0
0
0
0
0
0
0
7.005299
1.621083
95.052992
0.885265
107.526496
1
42.966125
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
6.544919
0.504241
135.737263
1.269915
107.449187
1
57.231563
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
7.738594
0.131219
63.154375
0.821578
78.150937
1
70
0.830113
0
0
0
0
0
0
0
0
0
0
0
0
0
0
6.284944
1.494203
122.81079
1.098108
112.169887
1
23.808332
0.873056
0
0
0
0
0
0
0
0
0
0
0
0
0
0
90.476667
0.177722
39.253889
1.201114
32.507778
1
49.767162
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
58.260297
0.224657
12.593164
0.179994
0.813673
1
71.407192
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
21.444315
0.614849
50.518562
0.844814
59.555685
1
82.491695
0.245847
0
0
0
0
0
0
0
0
0
0
0
0
0
0
7.927576
1.206644
94.212627
1.019668
91.737542
1
33.790699
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
15.824185
2.114884
92.148838
1.252977
73.64186
1
41.853075
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
7.188456
2.101049
123.136431
1.18063
104.062968
1
69.262743
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
20.315686
0
62.052943
1.06051
58.527457
1
78.051019
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
24.489807
0.920408
50
0.843571
59.744903
1
67.57233
0.142557
0
0
0
0
0
0
0
0
0
0
0
0
0
0
55
0.614256
15
0.917086
16.57233
1
64.382139
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
9.702493
0.741433
69.292837
0.761464
90.910697
1
32.562146
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
22.226341
0
75.437854
1.106568
68
1
57.230274
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
7.738379
0.130489
63.153516
0.821514
78.155661
1
41.987438
0.995813
0
0
0
0
0
0
0
0
0
0
0
0
0
0
12.982413
1.899581
61.025125
0.820335
74.004187
1
58.715646
0.670434
0
0
0
0
0
0
0
0
0
0
0
0
0
0
71.954788
0.461392
45.69304
1.059548
43.374778
1
53.790902
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
8.907453
1.476185
104.209098
1.203437
86.790902
1
58.71369
0.410789
0
0
0
0
0
0
0
1
0
0
0
0
0
0
39.410789
1.546473
46.232366
0.807676
57.464733
1
61.082847
0.510356
0
0
0
0
0
0
0
0
0
0
0
0
0
0
15.026342
1.493786
78.855017
0
0
1
60.246329
0.584557
0
0
0
0
0
0
0
0
0
0
0
0
0
0
75.908101
0.166177
42.584557
0.829228
51.830886
1
62.024005
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
149.423879
1.592798
34.120025
1.07024
32.120025
1
65.347601
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
7.16524
1.329257
118.993885
1.026707
115.658514
1
67.40626
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
6.865623
1.553125
51.59374
0.853021
60.177082
1
44.590545
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
15.704727
0.127951
86.901576
0.906063
95.393697
1
75.567204
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
28.125269
2.269704
134.04785
1.52918
88
1
46.794878
0.59936
0
0
0
0
0
0
0
0
0
0
0
0
0
0
55.596158
1.758976
26.201921
1.069776
25.208324
1
57.82925
0.728656
0
0
0
0
0
0
0
0
0
0
0
0
0
0
7.991462
2.017075
58.457313
0.954573
61
1
54.261455
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
13.82399
0
105.107818
1.277466
82.469001
1
37.641117
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
44.75203
0.278629
6.451218
0.958972
6.81533
1
32.473848
0.763076
0
0
0
0
0
0
0
0
0
0
0
0
0
0
14.81538
1.220922
63.658468
0.898954
71.236924
1
42.030343
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
8.144854
1.715765
94.515172
1.155455
81.67876
1
58.790316
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
12.122745
0.985162
108.358063
0.90179
120.179032
1
56.190056
0.797514
0
0
0
0
0
0
0
0
1
0
0
0
0
0
7.064475
1.779751
91.404972
0.933925
98.01243
1
76.322454
1
0
0
0
0
0
0
0
1
0
0
0
0
0
0
38.032637
0
82.677546
1.128407
73.546996
1
65.546929
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
9.249828
0
75.187716
0.769061
97.828502
1
76.375449
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
19.199281
0.722599
50
0.878505
56.57473
1
67.534606
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
15.767303
1.291408
68.54296
1.036372
66.069211
1
32
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
10.774522
1.829094
69.509145
0.908001
76.85453
1
64.280601
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
9.489262
0.863279
68.683605
0.758418
90.403004
1
61.049814
0.349938
0
0
0
0
0
0
0
0
0
0
0
0
0
0
28.449565
1.965006
67.600249
0.959502
70.650062
1
71.129703
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
29.129703
0.534728
13.041832
1.33205
9.477822
1
58.985029
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
7.114971
1.885778
98.022456
1.110075
88.014971
1
28.203353
0.759329
0
0
0
0
0
0
0
0
0
0
0
0
0
0
94.57274
0.351866
6.416983
0.959254
6.416983
1
64.382619
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
7.174307
0.213678
142.502771
1.254972
113.754156
1
55.508132
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
8.808805
1.967751
85
1.068306
80
1
61.449315
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
66.123287
0
53.695889
1.081452
49.89863
1
21.593993
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
12.399333
1.321468
91.204672
0.916073
99.996663
1
58.819346
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
7.096443
0.860313
117.409673
1.044097
112.590327
1
59.869324
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
400.784056
0.48911
11.021779
1.18608
9.163159
1
62.457324
0.819108
0
0
0
0
0
0
0
0
0
0
0
0
0
0
31.733757
1.918089
65.723568
0.945427
70.180892
1
71
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
9.257306
1.820084
89.401684
0.998034
89.799158
1
75.665807
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
11.873283
0.46787
105.997422
1.136684
93.329036
1
19.538259
0.73087
0
0
0
0
0
0
0
0
0
0
0
0
0
0
12.498686
0.403694
98.229556
0.880765
112.153037
1
67.899945
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
11.910116
1.357999
63.300165
0
0
1
37.891799
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
39.048518
0.242164
4.462688
0.520524
3.123143
1
64.497835
0.832612
0
0
0
0
0
0
0
0
0
0
0
0
0
0
12.004329
0.28456
71.660894
0.763261
94.502165
1
76.216662
0.804166
0
0
0
0
0
0
0
0
0
0
0
0
0
0
12.653746
2.206248
71.133351
1.1005
64.824993
1
59.534307
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
11.42562
1.553431
88.133577
0.988015
89.332116
1
68.417321
0.059617
0
0
0
0
0
0
0
0
0
0
0
0
0
0
14.678066
1.994038
80.880765
1.009404
80.940383
1
57.076152
0.692051
0
0
0
0
0
0
0
0
0
0
0
0
0
0
28.152303
0.392385
15.463596
0.97
15.771545
1
31.740114
0.860013
0
0
0
0
0
0
0
0
0
0
0
0
0
0
393.979912
0.027997
13.460139
1.146202
11.740114
1
24.415819
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
8.627799
1.460454
111.663274
1.178316
94.831637
1
77.805646
0.451412
0
0
0
0
0
0
0
0
0
0
0
0
0
0
7.80627
0
118.840119
0.903887
131.805646
1
54.027395
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
93.027395
0.441644
10.805479
1.186384
9.402739
1
63.196117
0.480388
0
0
0
0
0
0
0
0
0
0
0
0
0
0
27.921553
0.3
9.362718
0.881666
10.194097
1
75.993053
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
12.003474
1.500347
126.006947
0.950208
132.979158
1
50.864783
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
129.106958
0.313522
9.562869
1.027578
9.205955
1
53.298176
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
32.403648
1.418458
76.026368
1.070791
71.298176
1
22.831992
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
467.128017
0.302
31.108022
1.34832
23.128017
1
61.197088
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
7.887183
1.839903
58.600971
0.948029
61.399029
1