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
68
0
0
0
0
0
0
0
0
0
0
0
0
0
0
13.963661
1.81399
82.860096
1.023286
81.531456
0
5
Hypothyroid
59
0
0
0
0
0
0
0
0
0
0
0
0
0
0
7.705102
0
76.257788
0.976289
77.628894
0
5
Hypothyroid
59
0
0
0
0
0
0
0
0
0
0
0
0
0
0
8.972264
0.587787
80.440203
0.96
83.720102
0
5
Hypothyroid
63
0
0
0
0
0
0
0
0
0
0
0
0
0
0
8.2
2.1
80
1.01676
78.324008
0
5
Hypothyroid
59
0
0
0
0
0
0
0
0
0
0
0
0
0
0
7.458868
1.911698
122.354725
1.03766
117.294341
0
5
Hypothyroid
51
0
0
0
0
0
0
0
0
0
0
0
0
0
0
21.78678
0.835999
38.381529
0.836984
46.02154
0
3
Hypothyroid
63
1
0
0
0
0
0
0
0
0
0
0
0
0
0
13.727775
1.576587
63.297624
0.857659
73.914687
0
3
Hypothyroid
66
0
0
0
0
0
0
0
0
0
0
0
0
0
0
16.445425
1.32246
72.222082
0.811117
89.332493
0
3
Hypothyroid
57
0
0
0
0
0
0
0
0
0
0
0
0
0
0
8.749252
0.33321
100.473879
1.118246
89.649253
0
4
Hypothyroid
43
0
0
0
0
0
0
0
0
0
0
0
0
0
0
518.250501
1.412525
8.04175
1.147415
6.737575
0
5
Hypothyroid
71
0
0
0
0
0
0
0
0
0
0
0
0
0
0
21.888704
0.533389
51.666943
0.855556
59.666943
0
3
Hypothyroid
66
0
0
0
0
0
0
0
0
0
0
0
0
0
0
48.056004
0.488799
4.244803
1.349359
3.150404
0
4
Hypothyroid
75
0
0
0
0
0
0
0
0
0
0
0
0
0
0
33.952161
1.709568
61.191355
0.88287
70
0
5
Hypothyroid
60
0
0
0
0
0
0
0
0
0
0
0
0
0
0
7.785017
0
70.651548
0.912021
77.299656
0
3
Hypothyroid
58
0
0
0
0
0
0
0
0
0
0
0
0
0
0
7.501692
1.601209
81.995165
1.079855
77.002417
0
5
Hypothyroid
24
0
0
0
0
0
0
0
0
0
0
0
0
0
0
10.486149
2.432165
110.113058
1.162086
94.791405
0
5
Hypothyroid
61
0
0
0
0
0
0
0
0
0
0
0
0
0
0
6.711821
1.864004
118.189563
1.279148
92.706071
0
5
Hypothyroid
78
0
0
0
0
0
0
0
0
0
0
0
0
0
0
6.2
0.750833
92.368754
0.777431
119.502776
0
3
Hypothyroid
45
0
0
0
0
0
0
0
0
0
0
0
0
0
0
11.231314
1.61424
95.462628
1.056121
90.850513
0
5
Hypothyroid
69
0
0
0
0
0
0
0
0
0
0
0
0
0
0
17
2.408336
89.734851
0.726743
123.856046
4.772691
5
Hypothyroid
38
0
0
0
0
0
0
0
0
0
0
0
0
0
0
15.436468
1.352288
99.867972
0
0
0
5
Hypothyroid
83
0
0
0
0
0
0
0
0
0
0
0
0
0
0
8.951346
1.994376
102.239603
1.038875
97.528119
0
4
Hypothyroid
58
1
0
0
0
0
0
0
0
0
0
0
0
0
0
12.853896
1.657305
65.505681
0.850787
77
0
4
Hypothyroid
72
0
0
0
0
0
0
0
0
0
0
0
0
0
0
10.631463
1.874983
70.749825
0.618711
79.374913
0
5
Hypothyroid
59
0
0
0
0
0
0
0
0
0
0
0
0
0
0
13.154005
0.128337
63.743325
0.959733
66.51335
0
4
Hypothyroid
38
0
0
0
0
0
0
0
0
0
0
0
0
0
0
12.478102
2.35219
83.840633
1.24
67.840633
0
0
Hypothyroid
75
0
0
0
0
0
0
0
0
0
0
0
0
0
0
7.422742
1.445708
116.218877
0.953712
121.695281
0
5
Hypothyroid
46
0
0
0
0
0
0
0
0
0
0
0
0
0
0
55.944128
0
79.284303
1.164823
67.857849
0
5
Hypothyroid
58
0
0
0
0
0
0
0
0
0
0
0
0
0
0
6.788088
1.888088
90.119119
0.975235
92.595593
0
5
Hypothyroid
55
0
0
0
0
0
0
0
0
0
0
0
0
0
0
9.715174
1.902873
64.834481
0.90892
71.359772
0
4
Hypothyroid
49
0
0
0
0
0
0
0
0
0
0
0
0
0
0
120.179909
0.320502
14.615068
1.108201
13.410045
0
3
Hypothyroid
12
0
0
0
0
0
0
0
0
0
0
0
0
0
0
10.372975
0
139.337596
1.33746
104.591645
0
3
Hypothyroid
75
0
0
0
0
0
0
0
0
0
0
0
0
0
0
24
0
74.111791
0.84
88.111791
0
3
Hypothyroid
87
0
0
0
0
0
0
0
0
0
0
0
0
0
0
9.350507
1.597147
45.087243
1.031745
43.681207
0
5
Hypothyroid
40
0
0
0
0
0
0
0
0
0
0
0
0
0
0
156.689845
0.210848
7.216965
1.235271
5.873572
0
5
Hypothyroid
37
0
0
0
0
0
0
0
0
0
0
0
0
0
0
12
2.388276
83.882764
1.234138
68.234472
0
0
Hypothyroid
43
0
0
0
0
0
0
0
0
0
0
0
0
0
0
7.320514
1.627709
66.578156
0.817709
81.722913
0
5
Hypothyroid
62
0
0
0
0
0
0
0
0
0
0
0
0
0
0
67.848209
0
48.151791
1.021518
47.101194
0
5
Hypothyroid
48
0
0
0
0
0
0
0
0
0
0
0
0
0
0
89.07372
0.214744
9.8157
1.115993
8.88942
0
3
Hypothyroid
74
0
0
0
0
0
0
0
0
0
0
0
0
0
0
18.076737
0.038369
53.884894
1.02271
53.30695
0
3
Hypothyroid
76
0
0
0
0
0
0
0
0
0
0
0
0
0
0
6.963215
1.318949
134
1.138631
118.136941
0
3
Hypothyroid
75
0
0
0
0
0
0
0
0
0
0
0
0
0
0
13.265274
0.541112
58.058336
1.036764
56.381947
0
3
Hypothyroid
45
0
0
0
0
0
0
0
0
0
0
0
0
0
0
7.870823
0
88.092269
0.986309
89.461345
0
5
Hypothyroid
62
0
0
0
0
0
0
0
0
0
0
0
0
0
0
8.957353
1.856565
80.811449
1.01
79.811449
0
5
Hypothyroid
54
1
0
0
0
0
0
0
0
0
0
0
0
0
0
12.089918
1.830542
93.652712
0.877364
106.568986
0
5
Hypothyroid
45
0
0
0
0
0
0
0
0
0
0
0
0
0
0
16.172601
2.385365
73.3621
0
0
0
5
Hypothyroid
69
0
0
0
0
0
0
0
0
0
0
0
0
0
0
7.3
1.316959
140.11863
1.191016
118.016988
0
5
Hypothyroid
58
0
0
0
0
0
0
0
0
0
0
0
0
0
0
19.708865
0.218351
60.873405
0.957278
63.436703
0
3
Hypothyroid
41
0
0
0
0
0
0
0
0
0
0
0
0
0
0
8.01222
1.856334
118.9389
1.119084
106.03055
0
5
Hypothyroid
71
0
0
0
0
0
0
0
0
0
0
0
0
0
0
47.788715
1.043663
50.760591
0.886479
57.323959
0
5
Hypothyroid
49
0
0
0
0
0
0
0
0
0
0
0
0
0
0
11.654077
2.157688
76.654284
1.147699
66.423117
0
2
Hypothyroid
25
0
0
0
0
0
0
0
0
0
0
0
0
0
0
6.802379
0.065522
113.590485
1.187133
95.877145
0
5
Hypothyroid
79
0
0
0
0
0
0
0
0
0
0
0
0
0
0
8.827319
0.992629
105.581959
1.096912
95.945361
0
5
Hypothyroid
77
0
0
0
0
0
0
0
0
0
0
0
0
0
0
12.743205
2.363642
68
1.015228
67.136314
0
4
Hypothyroid
52
0
0
0
0
0
0
0
0
0
0
0
0
0
0
14.832687
0.372891
106.837873
1.333787
79.97276
0
5
Hypothyroid
43
0
0
0
0
0
0
0
0
0
0
0
0
0
0
5.394504
0.493775
47.117218
0.881172
53.117218
0
5
Hypothyroid
71
0
0
0
0
0
0
0
0
0
0
0
0
0
0
77.62361
0.323385
18.311805
1.063898
17.233854
0
5
Hypothyroid
59
0
0
0
0
0
0
0
0
0
0
0
0
0
0
28.954721
0.985019
44.686416
0.917317
48.372833
0
5
Hypothyroid
37
0
0
0
0
0
0
0
0
0
0
0
0
0
0
11.31764
0
70.446197
0.652187
109.583781
0
4
Hypothyroid
49
0
0
0
0
0
0
0
0
0
0
0
0
0
0
144.872925
0.62019
36.986939
1.06557
34.543946
0
5
Hypothyroid
40
0
0
0
0
0
0
0
0
0
0
0
0
0
0
7.2
2.278795
112.272328
1.010145
111.151781
0
5
Hypothyroid
60
0
0
0
0
0
0
0
0
0
0
0
0
0
0
8.830744
0.051301
74.948699
0.97077
76.897398
0
5
Hypothyroid
38
0
0
0
0
0
0
0
0
0
0
0
0
0
0
8.739859
1.716729
67.416357
0.902313
75.23131
0
5
Hypothyroid
75
0
0
0
0
0
0
0
0
0
0
0
0
0
0
10.968255
0.711548
75.22113
1.003076
75.490419
0
5
Hypothyroid
56
0
0
0
0
0
0
0
0
0
0
0
0
0
0
44.638683
1.259369
26.083952
0.963613
27.083952
0
4
Hypothyroid
27
0
0
0
0
0
0
0
0
0
0
0
0
0
0
6.577983
0
114.488068
1.175358
97.708239
0
5
Hypothyroid
82
0
0
0
0
0
0
0
0
0
0
0
0
0
0
6.77569
1.392058
93.243102
0.824441
113.957867
0
1
Hypothyroid
19
1
0
0
0
0
0
0
0
0
0
0
0
0
0
10.126948
2.176022
115.561344
0
0
0
5
Hypothyroid
71
0
0
0
0
0
0
0
0
0
0
0
0
0
0
18.248251
1.187899
127.263647
1.370767
93.802265
0
5
Hypothyroid
25
0
0
0
0
0
0
0
0
0
0
0
0
0
0
9.24272
0.534751
67.483524
0.887088
76.831035
0
4
Hypothyroid
50
0
0
0
0
0
0
0
0
0
0
0
0
0
0
87.453038
0.288398
10
1.088011
9.220995
0
3
Hypothyroid
25
0
0
0
0
0
0
0
0
0
0
0
0
0
0
460.240633
0.524063
22.240633
1.375789
16.260685
0
2
Hypothyroid
54
0
0
0
0
0
0
0
0
0
0
0
0
0
0
10.10953
2.189047
80.342817
1.081238
74
0
4
Hypothyroid
63
0
0
0
0
0
0
0
0
0
0
0
0
0
0
7.643072
0.775294
108.722875
1.041536
104.569281
0
5
Hypothyroid
35
0
0
0
0
0
0
0
0
0
0
0
0
0
0
6.764273
0.282136
115.435727
1.111191
104.128545
0
5
Hypothyroid
76
0
0
0
0
0
0
0
0
0
0
0
0
0
0
27.423814
0.219206
14.522401
1.046492
13.580019
0
3
Hypothyroid
54
0
0
0
0
0
0
0
0
0
0
0
0
0
0
10.849427
2.024059
95.430442
0.885696
107.671031
0
5
Hypothyroid
59
0
0
0
0
0
0
0
0
0
0
0
0
0
0
10.52626
2.244914
91
0.957797
95.220344
0
5
Hypothyroid
65
0
0
0
0
0
0
0
0
0
0
0
0
0
0
7.360644
1.226188
123.93416
0.95049
130.163862
0
4
Hypothyroid
30
0
0
0
0
0
0
0
0
0
0
0
0
0
0
20.782135
0
77.748585
1.141229
68
0
5
Hypothyroid
28
0
0
0
0
0
0
0
0
0
0
0
0
0
0
7.60025
0
111.099625
1.063493
104.050438
0
4
Hypothyroid
38
0
0
0
0
0
0
0
0
0
0
0
0
0
0
38.166653
0.829764
3.48571
0.653571
3.921423
0
5
Hypothyroid
45
0
0
0
0
0
0
0
0
0
0
0
0
0
0
173.469206
0.484183
6.790873
1.416783
4.775056
0
5
Hypothyroid
64
1
0
0
0
0
0
0
0
0
0
0
0
0
0
11.299013
1.489704
67.700987
0.940099
72.093089
0
5
Hypothyroid
39
0
0
0
0
0
0
0
0
0
0
0
0
0
0
14.422442
1.816598
98
0.88
111.683402
0
5
Hypothyroid
63
0
0
0
0
0
0
0
0
0
0
0
0
0
0
10.717764
1.006832
106.643892
0.876439
121.671222
0
4
Hypothyroid
36
0
0
0
0
0
0
0
0
0
0
0
0
0
0
25.044024
0.072326
71.062892
1.041572
67.968554
0
5
Hypothyroid
37
0
0
0
0
0
0
0
0
0
0
0
0
0
0
160
0.37265
10.589745
0.900856
6.465821
0
4
Hypothyroid
38
0
0
0
0
0
0
0
0
0
0
0
0
0
0
17.078662
1.282108
100.850482
0
0
0
5
Hypothyroid
69
0
0
0
0
0
0
0
0
0
0
0
0
0
0
182.866401
0.124549
4.981963
0.435922
4.566799
0
5
Hypothyroid
43
0
0
0
0
0
0
0
0
0
0
0
0
0
0
59.645848
2.000294
25.705364
1.160625
21.880969
0
3
Hypothyroid
65
0
0
0
0
0
0
0
0
0
0
0
0
0
0
28.320427
1.517461
124.682393
0
0
0
5
Hypothyroid
39
0
0
0
0
0
0
0
0
0
0
0
0
0
0
50.488354
1.093356
45.966781
1.081894
42.355479
0
5
Hypothyroid
70
0
0
0
0
0
0
0
0
0
0
0
0
0
0
19.84583
0.041112
71.89722
0.935333
75.077085
0
5
Hypothyroid
58
0
0
0
0
0
0
0
0
0
0
0
0
0
0
20
0
39.041015
0.999727
39.054687
0
3
Hypothyroid
57
0
0
0
0
0
0
0
0
0
0
0
0
0
0
11.181513
1.127731
102.89916
1.252605
82.07563
0
5
Hypothyroid
53
0
0
0
0
0
0
0
0
0
0
0
0
0
0
13.93427
1.378876
77
0.940657
81.93427
0
5
Hypothyroid
66
0
0
0
0
0
0
0
0
0
0
0
0
0
0
15.372723
1.452273
64.340885
0.926363
69.613653
0
3
Hypothyroid
60
0
0
0
0
0
0
0
0
0
0
0
0
0
0
57.207469
0.425047
43.332705
0.82957
52
0
5
Hypothyroid
7
1
0
0
0
0
0
0
0
0
0
0
0
0
0
14.158395
2.433101
145.996511
1.047296
139.868295
0
1
Hypothyroid