Datasets:
anasmakki
/
thyroidDFBalanced

Dataset card Data Studio Files
xet
 Community
1
age
int64
sex
int64
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
psych
int64
TSH
float64
T3
float64
TT4
float64
T4U
float64
FTI
float64
TBG
float64
referral_source
int64
target
string
27
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0
0
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0
0
0
0
7.113935
1.687532
95.992666
0.889853
108.014668
0
3
Hypothyroid
63
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0
0
0
0
0
0
0
0
0
0
7.3
0.0542
141.922572
1.257161
113.206475
0
5
Hypothyroid
56
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0
0
0
0
0
0
0
0
0
0
0
6.431974
2.023355
89.659872
0.926599
97
0
4
Hypothyroid
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0
0
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0
0
0
0
0
0
0
0
0
0
0
15.397753
0.719326
64.959101
0.984387
66
0
4
Hypothyroid
77
0
0
0
0
0
0
0
0
0
0
0
0
0
0
9.783745
1.392415
134.05418
1.091084
122.934984
0
5
Hypothyroid
82
0
0
0
0
0
0
0
0
0
0
0
0
0
0
13.009209
0.282579
101.605526
1.094129
93.192633
0
4
Hypothyroid
81
0
0
0
0
0
0
0
0
0
0
0
0
0
0
173.032416
0
34.93639
0.940661
36.806728
0
3
Hypothyroid
32
0
0
0
0
0
0
0
0
0
0
0
0
0
0
7.941042
2.216148
90
0.957948
94.205216
0
1
Hypothyroid
57
0
0
0
0
0
0
0
0
0
0
0
0
0
0
7.648423
1.624737
82.247371
1.079175
77.247371
0
4
Hypothyroid
64
0
0
0
0
0
0
0
0
0
0
0
0
0
0
8.988784
0
95.110944
0.954444
99.666566
0
3
Hypothyroid
52
0
0
0
0
0
0
0
0
0
0
0
0
0
0
6.766491
1.562444
88
1.01467
86.532983
0
5
Hypothyroid
65
0
0
0
0
0
0
0
0
0
0
0
0
0
0
10.708291
0
72.319347
0.768332
94.583417
0
5
Hypothyroid
70
0
0
0
0
0
0
0
0
0
0
0
0
0
0
10.16823
0
119.8506
1.073257
112.0498
0
3
Hypothyroid
58
0
0
0
0
0
0
0
0
0
0
0
0
0
0
55.292841
0.541432
71.585682
1.024273
69.902386
0
4
Hypothyroid
75
0
0
0
0
0
0
0
0
0
0
0
0
0
0
10.330391
1.467843
88.678434
0.876784
101
0
4
Hypothyroid
36
0
0
0
0
0
0
0
0
0
0
0
0
0
0
11.933225
1.905393
74.589215
0
0
0
5
Hypothyroid
39
0
0
0
0
0
0
0
0
0
0
0
0
0
0
159.185824
0.781711
32
1.094513
29.637165
0
3
Hypothyroid
63
0
0
0
0
0
0
0
0
0
0
0
0
0
0
8.387035
0
79.257828
0.796125
99.645303
0
4
Hypothyroid
32
0
0
0
0
0
0
0
0
0
0
0
0
0
0
11.779248
1.537843
86.315361
1.010092
85.558495
0
1
Hypothyroid
34
0
0
0
0
0
0
0
0
0
0
0
0
0
0
6.883036
2.361676
96.015968
1.059202
90.111779
0
5
Hypothyroid
30
0
0
0
0
0
0
0
0
0
0
0
0
0
0
160.505079
0.661055
32.814062
1.011508
32.831641
0
3
Hypothyroid
76
0
0
0
0
0
0
0
0
0
0
0
0
0
0
12.497301
2.135137
71.891871
1.117567
64.540549
0
4
Hypothyroid
52
1
0
0
0
0
0
0
0
0
0
0
0
0
0
5.098605
1.063888
48.083349
0.835972
57.805582
0
5
Hypothyroid
59
0
0
0
0
0
0
0
0
0
0
0
0
0
0
9.450888
0.348757
80.833925
0.968304
83.169626
0
5
Hypothyroid
64
0
0
0
0
0
0
0
0
0
0
0
0
0
0
20.349836
1.253195
71.586259
0
0
0
5
Hypothyroid
26
0
0
0
0
0
0
0
0
0
0
0
0
0
0
11.329877
2.314436
110.309274
1.148351
96.164916
0
5
Hypothyroid
64
0
0
0
0
0
0
0
0
0
0
0
0
0
0
6.818636
0.59667
96.084855
1.079834
88.643931
0
5
Hypothyroid
59
0
0
0
0
0
0
0
0
0
0
0
0
0
0
11
1.485908
88.718162
1.114833
79.140919
0
3
Hypothyroid
73
0
0
0
0
0
0
0
0
0
0
0
0
0
0
14.712207
1.942441
80.43169
0.831439
96.359741
0
4
Hypothyroid
28
0
0
0
0
0
0
0
0
0
0
0
0
0
0
11.300764
0.173167
106.455703
0.981848
109.179734
0
3
Hypothyroid
41
0
0
0
0
0
0
0
0
0
0
0
0
0
0
32.284597
1.213969
80.001304
0.931449
86.142298
0
5
Hypothyroid
71
1
0
0
0
0
0
0
0
0
0
0
0
0
0
6.856937
0.941346
66
0.646552
102.017169
0
5
Hypothyroid
25
0
0
0
0
0
0
0
0
0
0
0
0
0
0
8.984936
1.411217
63.358981
0.783975
81.471147
0
2
Hypothyroid
84
0
0
0
0
0
0
0
0
0
0
0
0
0
0
196.722921
0
13.224178
0.585642
21.725435
0
3
Hypothyroid
25
0
0
0
0
0
0
0
0
0
0
0
0
0
0
465.350828
0.633771
21.331146
1.192721
18.006561
0
4
Hypothyroid
31
0
0
0
0
0
0
0
0
0
0
0
0
0
0
9.34472
2.059583
85.765972
0.91
94.531943
0
1
Hypothyroid
37
0
0
0
0
0
0
0
0
0
0
0
0
0
0
13.490902
0.879482
101.309429
0.904821
112.827357
0
5
Hypothyroid
42
0
0
0
0
0
0
0
0
0
0
0
0
0
0
10.744324
1.865297
60.652973
0.844292
71.57081
0
2
Hypothyroid
22
0
0
0
0
0
0
0
0
0
0
0
0
0
0
9.519753
0.924838
139.477715
1.31535
106.522285
0
5
Hypothyroid
15
0
0
0
0
0
0
0
0
0
0
0
0
0
0
12.022218
0
91.888908
0.957556
96.155529
0
4
Hypothyroid
52
0
0
0
0
0
0
0
0
0
0
0
0
0
0
25.12606
0.006876
32.8854
0.956791
34
0
4
Hypothyroid
62
1
0
0
0
0
0
0
0
0
0
0
0
0
0
6.828427
1.487572
101.538565
0.657871
154.212866
0
5
Hypothyroid
59
0
0
0
0
0
0
0
0
0
0
0
0
0
0
72.839014
0
43.160986
0.855474
50.871211
0
5
Hypothyroid
58
0
0
0
0
0
0
0
0
0
0
0
0
0
0
15.299185
2.145014
69.350407
1.224043
57.59837
0
4
Hypothyroid
39
0
0
0
0
0
0
0
0
0
0
0
0
0
0
6.692632
0.044209
87.110523
0.869632
100.184205
0
2
Hypothyroid
83
0
0
0
0
0
0
0
0
0
0
0
0
0
0
7.459014
0
72.26229
0.791475
90.344261
0
4
Hypothyroid
44
0
0
0
0
0
0
0
0
0
0
0
0
0
0
12.980817
1.117265
1.961634
0.4806
1.961634
0
5
Hypothyroid
85
0
0
0
0
0
0
0
0
0
0
0
0
0
0
13
0.271207
123.847521
0.99339
124.508512
0
3
Hypothyroid
34
0
0
0
0
0
0
0
0
0
0
0
0
0
0
9.831783
2.087855
86.050975
0.907961
95.254874
0
1
Hypothyroid
55
0
0
0
0
0
0
0
0
0
0
0
0
0
0
9.238247
1.838247
86.235058
1.051474
82.470116
0
1
Hypothyroid
72
0
0
0
0
0
0
0
0
0
1
0
0
0
0
40.662267
0.394789
82.168866
1.169611
70
0
5
Hypothyroid
84
0
0
0
0
0
0
0
0
0
0
0
0
0
0
32.824606
0.288612
53.763091
0.980707
55.815455
0
4
Hypothyroid
53
0
0
0
0
0
0
0
0
0
0
0
0
0
0
43.775271
2.398872
65.325813
1.187414
55.123645
0
5
Hypothyroid
34
0
0
0
0
0
0
0
0
0
0
0
0
0
0
6.765993
0
111.344108
0.93332
120.012122
0
5
Hypothyroid
61
0
0
0
0
0
0
0
0
0
0
0
0
0
0
66.091837
0
53.620409
1.080571
49.87347
0
5
Hypothyroid
45
0
0
0
0
0
0
0
0
0
0
0
0
0
0
54.622309
1.499282
26.688845
1.012968
27.31833
0
4
Hypothyroid
37
0
0
0
0
0
0
0
0
0
0
0
0
0
0
18.978037
1.192716
63
1.124671
55.510982
0
5
Hypothyroid
39
0
0
0
0
0
0
0
0
0
0
0
0
0
0
7.558305
0
101.769495
0.904746
113.294916
0
3
Hypothyroid
77
0
0
0
0
0
0
0
0
0
0
0
0
0
0
499.624818
0.734367
11.68751
1.347814
8.921878
0
3
Hypothyroid
56
0
0
0
0
0
0
0
0
0
0
0
0
0
0
11.4
1.417662
96.974768
0.909243
106.72554
0
5
Hypothyroid
26
0
0
0
0
0
0
0
0
0
0
0
0
0
0
15.248201
0
61.938113
0.994365
62.876227
0
5
Hypothyroid
68
1
0
0
0
0
0
0
0
0
0
0
0
0
0
23.769695
0.065253
74.884847
0.839232
88.961616
0
3
Hypothyroid
52
0
0
0
0
0
0
0
0
0
0
0
0
0
0
29.158053
1.734878
76.269757
1.092698
70
0
5
Hypothyroid
75
0
0
0
0
0
0
0
0
1
0
0
0
0
0
196.081036
0.204052
5.101295
0.607054
4.591166
0
3
Hypothyroid
65
1
0
0
0
0
0
0
0
0
0
0
0
0
0
11.002937
2.310785
94.52287
0
0
0
5
Hypothyroid
43
0
0
0
0
0
0
0
0
0
0
0
0
0
0
7.898729
0.312381
126.739683
0.9
140.739683
0
5
Hypothyroid
61
0
0
0
0
0
0
0
0
0
0
0
0
0
0
30.735033
0.967365
22.836827
0.982246
23.224552
0
3
Hypothyroid
39
0
0
0
0
0
0
0
0
0
0
0
0
0
0
6.1
0.036687
138.949973
1.348166
103.116731
0
5
Hypothyroid
86
0
0
0
0
0
0
0
0
0
0
0
0
0
0
7.927073
1.288362
121.389547
0.901425
135.273171
0
4
Hypothyroid
70
0
0
0
0
0
0
0
0
0
0
0
0
0
0
6.775813
1.975813
90.810468
1.020523
89.568595
0
2
Hypothyroid
77
0
0
0
0
0
0
0
0
0
0
0
0
0
0
27.364096
1.218289
47.817952
0.937282
50.726506
0
4
Hypothyroid
40
0
0
0
0
0
0
0
0
0
0
0
0
0
0
6.992625
0.671095
103.852497
0.923894
113.194686
0
5
Hypothyroid
36
0
0
0
0
0
0
0
0
0
0
0
0
0
0
37.604842
0.262788
4.297696
0.334908
2.009449
0
5
Hypothyroid
73
0
0
0
0
0
0
0
0
0
0
0
0
0
0
8.121216
0.717174
98.434347
0.87
113.434347
0
3
Hypothyroid
59
0
0
0
0
0
0
0
0
0
0
0
0
0
0
7.645621
1.677648
110.864053
1.067281
104.135947
0
5
Hypothyroid
34
0
0
0
0
0
0
0
0
0
0
0
0
0
0
33.187744
1.146284
76.731421
0.990874
77.825293
0
5
Hypothyroid
61
0
0
0
0
0
0
0
0
0
0
0
0
0
0
29.385227
2.348636
58.085606
0.98214
58.957197
0
4
Hypothyroid
74
0
0
0
0
0
0
0
0
1
0
0
0
0
0
22.45069
0.178028
50.439448
0.869775
57.45069
0
3
Hypothyroid
71
0
0
0
0
0
0
0
0
0
0
0
0
0
0
6.526138
1.469545
103.781799
0
0
0
3
Hypothyroid
20
0
0
0
0
0
0
0
0
0
0
0
0
0
0
244.645686
1.010533
10.056091
1.01565
10.515735
0
5
Hypothyroid
82
0
0
0
0
0
0
0
0
0
0
0
0
0
0
7.151205
1.762119
95.890864
1.019454
92.945432
0
2
Hypothyroid
47
0
0
0
0
0
0
0
0
0
0
0
0
0
0
109.051118
0.676278
4.641494
0.954836
4.866893
0
3
Hypothyroid
57
1
0
0
0
0
0
0
0
0
0
0
0
0
0
104.705657
0.788303
19.060403
0.631093
4.946405
0
4
Hypothyroid
63
0
0
0
0
0
0
0
0
0
0
0
0
0
0
214.00601
0.935506
42.585761
0.973079
43.934813
0
3
Hypothyroid
23
0
0
0
0
0
0
0
0
0
0
0
0
0
0
474.687896
0.5
15.757644
1.310232
11.593631
0
3
Hypothyroid
54
0
0
0
0
0
0
0
0
0
0
0
0
0
0
57.38244
1.645812
35.6892
1.067608
33.76892
0
3
Hypothyroid
74
0
0
0
0
0
0
0
0
0
0
0
0
0
0
6.602367
1.391714
115.005918
0.939763
122.03551
0
4
Hypothyroid
64
0
0
0
0
0
0
0
0
0
0
0
0
0
0
54.988921
0.995569
49.900293
1.165679
43.099707
0
5
Hypothyroid
67
0
0
0
0
0
0
0
0
0
0
0
0
0
0
7.714219
1.533364
56.269827
0.905077
62.111214
0
3
Hypothyroid
69
0
0
0
0
0
0
0
0
0
0
0
0
0
0
7.972546
2.11461
99.279582
0
0
0
5
Hypothyroid
56
0
0
0
0
0
0
0
0
0
0
0
0
0
0
8.518706
1.769784
83.697843
1.074341
78.697843
0
2
Hypothyroid
39
0
0
0
0
0
0
0
0
0
0
0
0
0
0
70.703737
0.114813
43.25514
0.891687
48.234579
0
5
Hypothyroid
60
0
0
0
0
0
0
0
0
0
0
0
0
0
0
58.409085
0.777262
36.81817
1.05909
35.18183
0
4
Hypothyroid
58
0
0
0
0
0
0
0
0
0
0
0
0
0
0
8.036868
0.815068
84.126263
0.864806
97.645623
0
3
Hypothyroid
60
0
0
0
0
0
0
0
0
0
0
0
0
0
0
12.30283
1.533774
72.21132
1.384859
52.21132
0
3
Hypothyroid
24
0
0
0
0
0
0
0
0
0
0
0
0
0
0
18.561472
1.784704
104.192639
0
0
0
5
Hypothyroid
57
0
0
0
0
0
0
0
0
0
0
0
0
0
0
13.299274
0.598549
63.401451
0.949051
66.897823
0
5
Hypothyroid
58
0
0
0
0
0
0
0
0
0
0
0
0
0
0
7.99451
1.001334
64.17804
0.898353
72.520779
0
3
Hypothyroid
49
0
0
0
0
0
0
0
0
0
0
0
0
0
0
42.024061
2.206134
75.736022
1.016747
74.245341
0
5
Hypothyroid
34
0
0
0
0
0
0
0
0
0
0
0
0
0
0
23.300291
0
63.699709
1.182507
54.399418
0
5
Hypothyroid