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
18
0
1
0
0
0
0
0
0
0
0
0
0
0
0
149.894529
1.44362
22.029947
1.109023
20.263019
0
4
Hypothyroid
57
0
0
0
0
0
0
0
0
0
0
0
0
0
0
11.304813
2.35615
109
1.06
102.695188
0
2
Hypothyroid
70
0
0
0
0
0
0
0
0
0
0
0
0
0
0
16.555575
0.3
10.407398
0.925926
10.999993
0
5
Hypothyroid
61
0
0
0
0
0
0
0
0
0
0
0
0
0
0
63.634846
0.136515
50.863485
1.066382
48.180908
0
5
Hypothyroid
69
0
0
0
0
0
0
0
0
0
0
0
0
0
0
6.464576
1.747085
124.396864
1.11
112.264576
0
4
Hypothyroid
63
0
0
0
0
0
0
0
0
0
0
0
0
0
0
8.186554
1.406723
127.02241
1.109328
114.08964
0
3
Hypothyroid
60
0
0
0
0
0
0
0
0
0
0
0
0
0
0
7.79216
1.808686
81.165257
1.054958
77.417371
0
5
Hypothyroid
71
0
0
0
0
0
0
0
0
0
0
0
0
0
0
15.018103
2.190043
97.977371
1.289593
76.004526
0
3
Hypothyroid
69
0
0
0
0
0
0
0
0
0
0
0
0
0
0
20.911515
0.817697
52.823029
0.85823
61
0
3
Hypothyroid
61
0
0
0
0
0
0
0
0
0
0
0
0
0
0
7.5
0.354428
81.221517
1.041076
78.556965
0
5
Hypothyroid
57
0
0
0
0
0
0
0
0
0
0
0
0
0
0
19.297975
0.067394
38.887676
1.00337
38.775352
0
3
Hypothyroid
40
0
0
0
0
0
0
0
0
0
0
0
0
0
0
8.067669
0
97.067669
0.865564
112.511278
0
2
Hypothyroid
26
0
0
0
0
0
0
0
0
0
0
0
0
0
0
45.968582
1.107884
48.582691
1.029135
47.417309
0
3
Hypothyroid
40
0
0
0
0
0
0
0
0
0
0
0
0
0
0
43.313615
1.734319
57.11244
0.997101
57.686385
0
5
Hypothyroid
67
0
0
0
0
0
0
0
0
0
0
0
0
0
0
10.530636
1.400476
88.16746
1.056651
83.334919
0
4
Hypothyroid
83
0
0
0
0
0
0
0
0
0
0
0
0
0
0
9.291895
0
119.238155
0.96313
123.462594
0
3
Hypothyroid
56
0
0
0
0
0
0
0
0
0
0
0
0
0
0
9.090019
0.076516
101.16634
1.124325
89.83366
0
5
Hypothyroid
18
0
0
0
0
0
0
0
0
0
0
0
0
0
0
11.634336
1.931846
94.121888
0.94903
99.462657
0
5
Hypothyroid
23
0
0
0
0
0
0
0
0
0
0
0
0
0
0
9.126691
2.375242
107.504832
1.128414
95.247584
0
3
Hypothyroid
73
0
0
0
0
0
0
0
0
0
0
0
0
0
0
6.501008
0.082069
97.25252
0.873788
111.74748
0
3
Hypothyroid
37
0
0
0
0
0
0
0
0
0
0
0
0
0
0
6.596755
0.833186
118.777285
1.149838
103.396755
0
5
Hypothyroid
39
0
0
0
0
0
0
0
0
0
0
0
0
0
0
8.204587
0.788991
109.681956
0.987339
111.370031
0
5
Hypothyroid
77
0
0
0
0
0
0
0
0
0
0
0
0
0
0
140.743667
0.715887
20.415199
1.074766
18.610133
0
3
Hypothyroid
70
0
0
0
0
0
0
0
0
0
0
0
0
0
0
6.634587
1.9
90.73835
1.018226
89.784951
0
3
Hypothyroid
69
0
0
0
0
0
0
0
0
0
0
0
0
0
0
59.557002
0.845888
101.038001
1.031472
99.360749
0
3
Hypothyroid
30
0
0
0
0
0
0
0
0
0
0
0
0
0
0
6.780788
1.43399
92.807883
0.874039
106.403941
0
1
Hypothyroid
54
0
0
0
0
0
0
0
0
0
0
0
0
0
0
11.617886
2
63.642837
0.916428
69.410709
0
5
Hypothyroid
71
0
0
0
0
0
0
0
0
0
0
0
0
0
0
12.978691
1.545287
68
0.164139
77.635247
0
4
Hypothyroid
66
0
0
0
0
0
0
0
0
0
0
0
0
0
0
45.469208
0
31.524717
1.036852
29.734604
0
5
Hypothyroid
65
1
0
0
0
0
0
0
0
0
0
0
0
0
0
11.557678
1.414676
66.972697
0.952389
70.293515
0
4
Hypothyroid
36
0
0
0
0
0
0
0
0
0
0
0
0
0
0
6.1
0.718198
138.02064
1.31409
105.285174
0
5
Hypothyroid
73
0
0
0
0
0
0
0
0
0
0
0
0
0
0
8.274723
1.327472
100.862638
0.921758
108.961532
0
3
Hypothyroid
87
0
0
0
0
0
0
0
0
0
0
0
0
0
0
13
0
122.16939
0.959544
127.32244
0
3
Hypothyroid
15
0
0
0
0
0
0
0
0
0
0
0
0
0
0
34.539369
1.921693
18.585432
0.960595
19.465668
0
5
Hypothyroid
62
0
0
0
0
0
0
0
0
0
0
0
0
0
0
22.415056
0
87.861648
1.094466
80.276704
0
5
Hypothyroid
48
0
0
0
0
0
0
0
0
0
0
0
0
0
0
59.017604
1.789437
24.321597
1.094672
22.035209
0
3
Hypothyroid
68
0
0
0
0
0
0
0
0
0
0
0
0
0
0
156.594565
1.194181
38.565468
1.110582
34.536371
0
5
Hypothyroid
28
0
0
0
0
0
0
0
0
0
0
0
0
0
0
6.224629
2.644214
107.884283
1.257033
86.246287
0
5
Hypothyroid
56
0
0
0
0
0
0
0
0
0
0
0
0
0
0
8.940863
1.691307
65.691307
0.94463
69.382614
0
5
Hypothyroid
27
1
0
0
0
0
0
0
0
0
0
0
0
0
0
188.135075
0.077881
6.168215
0.703377
4.072182
0
4
Hypothyroid
24
0
0
0
0
0
0
0
0
0
0
0
0
0
0
7.204603
1.600986
85.001644
0.91
93.003288
0
4
Hypothyroid
41
0
0
0
0
0
0
0
0
0
0
0
0
0
0
31.74151
1.060095
80.634905
0.941406
85.870755
0
5
Hypothyroid
24
0
0
0
0
0
0
0
0
0
0
0
0
0
0
7.559411
2.157076
137.716954
1.34731
103.132184
0
5
Hypothyroid
65
0
0
0
0
0
0
0
0
0
0
0
0
0
0
9.327596
1.612777
88.521295
1.049574
84.04259
0
3
Hypothyroid
62
0
0
0
0
0
0
0
0
0
0
0
0
0
0
129.448096
1.313792
39.413772
1.077242
37.275848
0
5
Hypothyroid
72
0
0
0
0
0
0
0
0
0
0
0
0
0
0
46.894595
1.089459
51.578379
0.908432
57.051352
0
4
Hypothyroid
61
0
0
0
0
0
0
0
0
0
0
0
0
0
0
7.776912
0
78.230883
0.985694
79.553823
0
5
Hypothyroid
71
0
0
0
0
0
0
0
0
0
0
0
0
0
0
81.103835
0.453894
20.051917
1.085649
18.538938
0
5
Hypothyroid
28
0
0
0
0
0
0
0
0
0
0
0
0
0
0
6.972318
2.462328
109.030249
1.256535
87.251144
0
5
Hypothyroid
53
0
0
0
0
0
0
0
0
0
0
0
0
0
0
13.822228
1.513326
77
0.941778
81.822228
0
5
Hypothyroid
62
0
0
0
0
0
0
0
0
0
0
0
0
0
0
7.704557
1.874145
58.258546
0.937756
61.741454
0
4
Hypothyroid
70
0
0
0
0
0
0
0
0
0
0
0
0
0
0
6.273286
1.43357
124.732859
1.080686
115.664296
0
5
Hypothyroid
29
0
0
0
0
0
0
0
0
0
0
0
0
0
0
457.02862
0.438096
20.761925
1.334191
15.50477
0
3
Hypothyroid
61
0
0
0
0
0
0
0
0
0
0
0
0
0
0
10.554431
1.349494
0
0
0
0
5
Hypothyroid
22
0
0
0
0
0
0
0
0
0
0
0
0
0
0
52.66765
0.324578
74.927365
0.918547
81.536317
0
5
Hypothyroid
49
0
0
0
0
0
0
0
0
0
0
0
0
0
0
7.511125
1.693351
134.061061
1.300611
103
0
5
Hypothyroid
24
0
0
0
0
0
0
0
0
0
0
0
0
0
0
11.615406
1.315365
90.461486
0.843077
107.84608
0
4
Hypothyroid
47
0
0
0
0
0
0
0
0
0
0
0
0
0
0
10.055519
1.930478
93.304777
1.036096
90.453048
0
5
Hypothyroid
71
0
0
0
0
0
0
0
0
0
0
0
0
0
0
9.414601
1.436502
77.146007
0.89803
86.488975
0
3
Hypothyroid
42
0
0
0
0
0
0
0
0
0
1
0
0
0
0
8.604777
1.723209
109.279857
1.015119
107.511943
0
5
Hypothyroid
30
0
0
0
0
0
0
0
0
0
0
0
0
0
0
7.800496
1.402299
90.577998
0.85422
106.444995
0
2
Hypothyroid
25
0
0
0
0
0
0
0
0
0
0
0
0
0
0
7.483547
1.684101
137.406997
1.270485
108.593003
0
5
Hypothyroid
42
0
0
0
0
0
0
0
0
0
0
0
0
0
0
11.370964
1.874938
60.749379
0.837543
72.245653
0
2
Hypothyroid
53
0
0
0
0
0
0
0
0
0
0
0
0
0
0
60
0.332864
13.082159
0.999859
13
0
5
Hypothyroid
69
1
1
0
0
0
0
0
0
1
0
0
0
0
0
25.594159
0.37562
31.108029
0.674599
46.540145
0
3
Hypothyroid
56
0
0
0
0
0
0
0
0
0
0
0
0
0
0
10.139244
1.151045
143.534727
1.244653
115.30209
0
5
Hypothyroid
48
0
0
0
0
0
0
0
0
0
0
0
0
0
0
57.501565
0.249948
12.175861
0.364619
1.648279
0
3
Hypothyroid
75
0
0
0
0
0
0
0
0
0
0
0
0
0
0
36.901973
1.427451
77.843093
1.001961
77.921547
0
2
Hypothyroid
57
0
0
0
0
0
0
0
0
0
0
0
0
0
0
8.175873
0.450403
109.002688
0.833753
131.002688
0
3
Hypothyroid
39
0
0
0
0
0
0
0
0
0
0
0
0
0
0
34.081164
1.675651
78
0.906493
86.43185
0
5
Hypothyroid
65
0
0
0
0
0
0
0
0
0
0
0
0
0
0
7.338238
0.766917
80.356607
0.915478
87.80881
0
5
Hypothyroid
73
0
0
0
0
0
0
0
0
0
0
0
0
0
0
47.434549
0.3
7.348177
0.864737
2.956366
0
3
Hypothyroid
62
0
0
0
0
0
0
0
0
0
0
0
0
0
0
14.17547
1.3
67.297709
0
0
0
3
Hypothyroid
71
1
0
0
0
0
0
0
0
0
0
0
0
0
0
7.926029
1.059594
102.109567
0.946644
107.445216
0
3
Hypothyroid
59
0
1
0
0
0
0
0
0
0
0
0
0
0
0
30.438726
1.012255
33.593122
0.664313
50.754904
0
5
Hypothyroid
77
0
0
0
0
0
0
0
0
0
0
0
0
0
0
15.709153
0.430951
52.412285
1.039073
50.958652
0
3
Hypothyroid
69
0
0
0
0
0
0
0
0
0
0
0
0
0
0
17.686351
0.722507
94.642061
1.229557
76.671588
0
4
Hypothyroid
43
0
0
0
0
0
0
0
0
0
0
0
0
0
0
5.328699
0.425378
47.12689
0.880317
53.12689
0
5
Hypothyroid
59
1
0
0
0
0
0
0
0
0
0
0
0
0
0
21.230733
1.82098
131.2098
0
0
0
5
Hypothyroid
39
0
0
0
0
0
0
0
0
0
0
0
0
0
0
8.958329
1.80377
66.773814
0.896984
74.962302
0
4
Hypothyroid
51
0
0
0
0
0
0
0
0
0
0
0
0
0
0
162.696814
0.323227
14.312949
1.197677
11.79278
0
5
Hypothyroid
62
0
0
0
0
0
0
0
0
0
0
0
0
0
0
15.075653
1.154768
67.565796
0.712072
96.037826
0
5
Hypothyroid
64
0
0
0
0
0
0
0
0
0
0
0
0
0
0
10.081102
0.525085
70.374576
0.766873
91.812147
0
4
Hypothyroid
21
0
0
0
0
0
0
0
0
0
0
0
0
0
0
7.424943
1.58522
105.117781
1.089561
96.161664
0
2
Hypothyroid
78
0
0
0
0
0
0
0
0
0
0
0
0
0
0
21.695001
0.39125
33.435
0.7048
47.477501
0
3
Hypothyroid
59
0
1
0
0
0
0
0
0
0
0
0
0
0
0
31.021477
1.122699
45
0.899785
49.680985
0
5
Hypothyroid
54
0
0
0
0
0
0
0
0
0
0
0
0
0
0
8.122307
2.140543
102.81086
1.19419
86.195927
0
3
Hypothyroid
49
0
0
0
0
0
0
0
0
0
0
0
0
0
0
185.056164
1.208091
12.766302
1.260652
10.246073
0
5
Hypothyroid
40
0
0
0
0
0
0
0
0
0
0
0
0
0
0
6.547198
1.245972
73.0683
0.906025
80.732925
0
5
Hypothyroid
25
0
0
0
0
0
0
0
0
0
0
0
0
0
0
9.663348
1.774263
86.811948
1.080892
80.861356
0
5
Hypothyroid
33
0
0
0
0
0
0
0
0
0
0
0
0
0
0
14.771224
1.7
77.824771
0
0
0
5
Hypothyroid
69
0
0
0
0
0
0
0
0
0
0
0
0
0
0
74.741187
0
54.067068
0.986294
55.089424
0
5
Hypothyroid
70
0
0
0
0
0
0
0
0
0
0
0
0
0
0
6.653875
1.240255
124.908085
1.071838
116.724254
0
5
Hypothyroid
56
0
0
0
0
0
0
0
0
0
0
0
0
0
0
65.365639
0
48.878121
0.958532
51.390602
0
5
Hypothyroid
28
0
0
0
0
0
0
0
0
0
0
0
0
0
0
9.383552
2.590862
89.03655
1.022559
86.853799
0
5
Hypothyroid
56
0
0
0
0
0
0
0
0
0
0
0
0
0
0
8.495677
0.143797
62.712406
0.807124
78.808271
0
3
Hypothyroid
63
0
0
0
0
0
0
0
0
0
0
0
0
0
0
7.454919
1.958811
120.480541
1.026178
116.794054
0
4
Hypothyroid
23
0
0
0
0
0
0
0
0
0
0
0
0
0
0
7.917033
2.202433
104.048665
1.070811
96.975668
0
1
Hypothyroid
80
0
0
0
0
0
0
0
0
0
0
0
0
0
0
6.209721
0
97.951397
0.841458
116.756984
0
4
Hypothyroid
21
0
0
0
0
0
0
0
0
0
0
0
0
0
0
54.848519
0.191829
74.548084
0.910962
81.725958
0
5
Hypothyroid