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
56
0
0
0
0
0
0
0
0
0
0
0
0
0
0
8.029517
1.318069
64.977104
0.895675
73.068688
0
4
Hypothyroid
82
0
0
0
0
0
0
0
0
0
0
0
0
0
0
11.899089
1.505046
93.798178
0.937477
100.050456
0
3
Hypothyroid
19
0
0
0
0
0
0
0
0
0
0
0
0
0
0
38.208171
0.198669
117.26806
1.126863
104.581749
0
5
Hypothyroid
29
0
0
0
0
0
0
0
0
0
0
0
0
0
0
35.713975
2.204803
42.713975
1.029039
41
0
3
Hypothyroid
64
1
0
0
0
0
0
0
0
0
0
0
0
0
0
10.57576
2.358249
93.890016
0
0
0
5
Hypothyroid
68
0
0
0
0
0
0
0
0
0
0
0
0
0
0
7.007972
1.484707
43.073209
0.844458
51.525489
0
3
Hypothyroid
44
0
0
0
0
0
0
0
0
0
0
0
0
0
0
141.433877
0.22942
33.143388
1.07
31.143388
0
5
Hypothyroid
33
1
0
0
0
0
0
0
0
0
0
1
0
0
0
11.855349
1.550628
86
0.993491
86.650929
0
1
Hypothyroid
55
0
0
0
0
0
0
0
0
0
0
0
0
0
0
14.613685
1.994641
132.698975
0.966488
137.200683
0
5
Hypothyroid
58
0
0
0
0
0
0
0
0
0
0
0
0
0
0
19.109652
0.934866
63.561394
1.007873
63
0
3
Hypothyroid
34
0
0
0
0
0
0
0
0
0
0
0
0
0
0
9.249756
2.131796
89.069182
0.937282
95.34102
0
0
Hypothyroid
68
0
0
0
0
0
0
0
0
0
0
0
0
0
0
6.226695
1.827543
89.228811
0.944195
94.809324
0
5
Hypothyroid
75
0
0
0
0
0
0
0
0
1
0
0
0
0
0
44
0.905187
34.168155
1.035474
32.620749
0
4
Hypothyroid
40
0
0
0
0
0
0
0
0
0
0
0
0
0
0
52.29322
0.387149
9.385162
1.424018
6.522897
0
5
Hypothyroid
18
0
0
0
0
0
0
0
0
0
0
0
0
0
0
6.80728
0.785892
106.571106
1.114994
95.07167
0
3
Hypothyroid
45
0
0
0
0
0
0
0
0
0
0
0
0
0
0
37.464532
1.189557
2.820887
0.528916
3.173498
0
5
Hypothyroid
34
1
0
0
0
0
0
0
0
0
0
0
0
0
0
161.667314
0.320841
9.135275
0.1511
0.416829
0
3
Hypothyroid
61
0
0
0
0
0
0
0
0
0
0
0
0
0
0
38.121315
1.338725
25.387251
0.983064
25.734064
0
3
Hypothyroid
65
0
0
0
0
0
0
0
0
0
0
0
0
0
0
9.429264
0.73301
56.650948
0.954623
59.443367
0
4
Hypothyroid
39
0
0
0
0
0
0
0
0
0
0
0
0
0
0
6.693245
0.040529
87.101323
0.869662
100.168871
0
2
Hypothyroid
65
0
0
0
0
0
0
0
0
0
0
0
0
0
0
7.482591
0.238057
78.190283
0.771903
101
0
4
Hypothyroid
49
0
0
0
0
0
0
0
0
0
0
0
0
0
0
7.219543
2.489125
59.587077
0.954783
62.47833
0
5
Hypothyroid
62
0
0
0
0
0
0
0
0
0
0
0
0
0
0
10.150517
0.527265
57.58585
0.988283
58.171701
0
5
Hypothyroid
55
0
0
0
0
0
0
0
0
0
0
0
0
0
0
7.162646
0.784435
75.867701
0.909883
83.62646
0
5
Hypothyroid
60
0
0
0
0
0
0
0
0
0
0
0
0
0
0
9.923093
0.561051
72.359759
0.936997
77
0
5
Hypothyroid
46
0
0
0
0
0
0
0
0
0
0
0
0
0
0
6.493575
2.321594
63.496134
0.977121
64.712077
0
5
Hypothyroid
56
0
0
0
0
0
0
0
0
0
0
0
0
0
0
12.152954
1.858299
78.026722
0.952567
81.770042
0
5
Hypothyroid
51
0
0
0
0
0
0
0
0
0
0
0
0
0
0
27.85291
1.856142
1.430495
0.286099
1.430495
0
5
Hypothyroid
27
0
0
0
0
0
0
0
0
0
0
0
0
0
0
6.292007
2.559991
106.199815
1.228397
86.920074
0
5
Hypothyroid
75
0
0
0
0
0
0
0
0
0
0
0
0
0
0
12.402394
1.659761
125.011968
1.021952
122.816755
0
5
Hypothyroid
78
0
0
0
0
0
0
0
0
0
0
0
0
0
0
192.363119
0.739417
5.757288
1.054233
5.478549
0
4
Hypothyroid
44
0
0
0
0
0
0
0
0
0
0
0
0
0
0
14.697812
2.225596
73.116302
0
0
0
5
Hypothyroid
63
0
0
0
0
0
0
0
0
0
0
0
0
0
0
37.356853
1.739484
65
0.935414
70.229308
0
4
Hypothyroid
36
0
0
0
0
0
0
0
0
0
0
0
0
0
0
6.1
0.580828
138.207962
1.320959
104.84809
0
5
Hypothyroid
79
0
0
0
0
0
0
0
0
0
0
0
0
0
0
17.967609
1.989203
76.005399
1.079892
70.016196
0
3
Hypothyroid
71
0
0
0
0
0
0
0
0
0
0
0
0
0
0
35.657475
1.002757
86.342525
1.099779
78.690564
0
5
Hypothyroid
28
0
0
0
0
0
0
0
0
0
0
0
0
0
0
46.863133
0.2
2.076646
0.841642
2.09307
0
5
Hypothyroid
63
0
0
0
0
0
0
0
0
0
0
0
0
0
0
45.640959
0.321365
12.786347
1.279229
10.240202
0
5
Hypothyroid
60
1
0
0
0
0
0
0
0
0
0
0
0
0
0
6.415859
1.211992
83
0.823598
100.640234
0
3
Hypothyroid
60
0
0
0
0
0
0
0
0
0
0
0
0
0
0
27.603665
2
67.717068
0.979622
69.075601
0
5
Hypothyroid
61
0
0
0
0
0
0
0
0
0
0
0
0
0
0
63.544058
0.079415
49.676416
1.014263
49.397075
0
5
Hypothyroid
24
0
0
0
0
0
0
0
0
0
0
0
0
0
0
140.395408
1.086054
32.046343
0.953491
34.650934
0
5
Hypothyroid
39
0
0
0
0
0
0
0
0
0
0
0
0
0
0
437.569216
0.196152
16.707649
1.131614
14.353825
0
5
Hypothyroid
19
0
0
0
0
0
0
0
0
0
0
0
0
0
0
33.349247
0.604007
113.570617
1.041412
110.234726
0
4
Hypothyroid
60
0
0
0
0
0
0
0
0
0
0
0
0
0
0
10.755684
0
97.960781
0.965843
101.376469
0
4
Hypothyroid
78
0
0
0
0
0
0
0
0
0
0
0
0
0
0
8.444921
0
122.186593
0.94933
128.880441
0
3
Hypothyroid
76
0
0
0
0
0
0
0
0
0
0
0
0
0
0
14.543012
1.18853
133.143375
1.035717
128.800181
0
5
Hypothyroid
64
0
0
0
0
0
0
0
0
0
0
0
0
0
0
61.95432
0.666159
22.338409
1.023232
21.338409
0
5
Hypothyroid
37
0
0
0
0
0
0
0
0
0
0
0
0
0
0
24.29099
0.330871
71
1.023456
69.181683
0
5
Hypothyroid
80
0
0
0
0
0
0
0
0
0
0
0
0
0
0
6.219571
0
97.902143
0.842936
116.510715
0
4
Hypothyroid
80
0
0
0
0
0
0
0
0
0
0
0
0
0
0
8.72384
1.209935
105.271522
1.089669
96.152319
0
5
Hypothyroid
53
0
0
0
0
0
0
0
0
0
0
0
0
0
0
11.661034
0.664413
109.338967
0.877684
124.909544
0
3
Hypothyroid
63
0
0
0
0
0
0
0
0
0
0
0
0
0
0
19.11459
0.282578
42.37677
0.98
43.37677
0
5
Hypothyroid
52
0
0
0
0
0
0
0
0
0
0
0
0
0
0
8.071876
2.360627
131.775013
1.268751
103.8437
0
5
Hypothyroid
63
0
0
0
0
0
0
0
0
0
0
0
0
0
0
7.219292
0.137204
142.322834
1.256772
113.484251
0
5
Hypothyroid
26
0
0
0
0
0
0
0
0
0
0
0
0
0
0
6.500723
2.295663
100.963855
1.138916
89.057832
0
5
Hypothyroid
66
0
0
0
0
0
0
0
0
0
0
0
0
0
0
8.414173
1.378358
79.432832
0.917836
86.649248
0
5
Hypothyroid
50
0
0
0
0
0
0
0
0
0
0
0
0
0
0
19.219875
0.085814
4.609937
0.921987
4.609937
0
5
Hypothyroid
45
0
0
0
0
0
0
0
0
0
0
0
0
0
0
10.278298
2.424451
91.780219
0
0
0
5
Hypothyroid
43
0
0
0
0
0
0
0
0
0
0
0
0
0
0
8.352682
1.819716
108.118294
1.009211
107.197157
0
5
Hypothyroid
65
0
0
0
0
0
0
0
0
0
0
0
0
0
0
20.572037
1.214265
72
0
0
0
4
Hypothyroid
75
0
0
0
0
0
0
0
0
0
0
0
0
0
0
79.618064
0.745459
26.018164
0.913638
28.563573
0
2
Hypothyroid
40
0
0
0
0
0
0
0
0
0
0
0
0
0
0
234.148478
0.670304
7.790347
1.25703
5.75979
0
5
Hypothyroid
68
0
0
0
0
0
0
0
0
0
0
0
0
0
0
16.236553
0.454744
91.250983
1.151028
79.09882
0
5
Hypothyroid
76
0
0
0
0
0
0
0
0
0
0
0
0
0
0
9.354211
0.637243
123.699314
0.944248
131.274486
0
3
Hypothyroid
76
0
0
0
0
0
0
0
0
0
0
0
0
0
0
7.584399
1.392278
89.128185
0.74
121.128185
0
3
Hypothyroid
54
0
0
0
0
0
0
0
0
0
0
0
0
0
0
30.385391
2.31728
0.737531
0.098338
0.934206
0
5
Hypothyroid
34
0
0
0
0
0
0
0
0
0
0
0
0
0
0
12.690244
1.7
82.608636
0
0
0
5
Hypothyroid
62
1
0
0
0
0
0
0
0
0
0
0
0
0
0
9.89681
1.756384
108.351065
1.047021
103.648935
0
2
Hypothyroid
46
0
0
0
0
0
0
0
0
0
0
0
0
0
0
28.668002
0.734402
35.894677
0.7668
46.777333
0
3
Hypothyroid
71
0
0
0
0
0
0
0
0
0
0
0
0
0
0
21.329954
0.645346
50.556682
0.844433
59.670046
0
3
Hypothyroid
71
0
0
0
0
0
0
0
0
0
0
0
0
0
0
30.605129
1.291519
86.874556
1.386643
62.896648
0
5
Hypothyroid
61
1
0
0
0
0
0
0
0
0
0
0
0
0
0
11.958096
1.495945
105.054069
0.860946
121.932414
0
5
Hypothyroid
69
0
0
0
0
0
0
0
0
1
0
0
0
0
0
6.583783
1.597302
50.973024
0.836487
60.648683
0
3
Hypothyroid
28
0
0
0
0
0
0
0
0
0
0
0
0
0
0
24.075426
0.028662
62.924574
1.197436
53.045256
0
5
Hypothyroid
41
0
0
0
0
0
0
0
0
0
0
0
0
0
0
7.124006
1.940414
122.468046
1.1762
103.924007
0
5
Hypothyroid
30
0
0
0
0
0
0
0
0
0
0
0
0
0
0
9.624241
1.907273
89.393941
1.108606
81.248482
0
3
Hypothyroid
57
0
0
0
0
0
0
0
0
0
0
0
0
0
0
8.659793
0.387382
100.647835
1.127043
89.119587
0
5
Hypothyroid
35
0
0
0
0
0
0
0
0
0
0
0
0
0
0
27.832814
0.3
8.300312
0.845728
6.020436
0
5
Hypothyroid
53
0
0
0
0
0
0
0
0
0
0
0
0
0
0
60
0.417604
13.29401
1.025281
13
0
5
Hypothyroid
74
0
0
0
0
0
0
0
0
1
0
0
0
0
0
23.468398
0.363939
50
0.847658
58.468398
0
3
Hypothyroid
61
0
0
0
0
0
0
0
0
0
0
0
0
0
0
68.651828
0
59.225118
1.125288
52.730366
0
5
Hypothyroid
54
0
0
0
0
0
0
0
0
0
0
0
0
0
0
60
0.561908
13.654771
1.068572
13
0
5
Hypothyroid
80
0
0
0
0
0
0
0
0
0
0
0
0
0
0
193.340516
0.487931
8.510774
0.870065
11.930062
0
4
Hypothyroid
73
0
0
0
0
0
0
0
0
0
0
0
0
0
0
29.610904
0.522181
15.389096
1.388562
11.167288
0
3
Hypothyroid
52
0
0
0
0
0
0
0
0
0
0
0
0
0
0
60.536641
0.219504
10.182636
1.043664
10.182636
0
5
Hypothyroid
49
0
0
0
0
0
0
0
0
0
0
0
0
0
0
11.445069
1.546244
106.308295
0.933873
113.76682
0
3
Hypothyroid
80
0
0
0
0
0
0
0
0
0
0
0
0
0
0
73.577425
0.898951
23.989506
1.000105
23.845149
0
1
Hypothyroid
68
0
0
0
0
0
0
0
0
0
0
0
0
0
0
55.51467
0.6
19.117356
0.95176
19.573348
0
4
Hypothyroid
66
0
0
0
0
0
0
0
0
0
0
0
0
0
0
19.577198
2.235748
110.577198
1.546746
71.845605
0
5
Hypothyroid
77
0
0
0
0
0
0
0
0
0
0
0
0
0
0
15.917783
0.902294
51.223711
0.946711
54.388145
0
3
Hypothyroid
64
0
0
0
0
0
0
0
0
0
0
0
0
0
0
8.72892
2.032753
94.076652
0
0
0
5
Hypothyroid
70
0
0
0
0
0
0
0
0
0
0
0
0
0
0
6.229806
1.650971
124.298058
1.098078
113.490288
0
5
Hypothyroid
71
1
0
0
0
0
0
0
0
0
0
0
0
0
0
7.018317
0.808445
66
0.648451
101.732382
0
5
Hypothyroid
60
1
0
0
0
0
0
0
0
0
0
0
0
0
0
73.104987
0.5
4.701662
1.031435
4.754156
0
4
Hypothyroid
66
0
0
0
0
0
0
0
0
0
0
0
0
0
0
9.71538
0.368236
116.895793
1.19263
98.158819
0
4
Hypothyroid
34
0
0
0
0
0
0
0
0
0
0
0
0
0
0
6.867278
0
85.327217
0.886728
95.818042
0
4
Hypothyroid
55
0
0
0
0
0
0
0
0
0
0
0
0
0
0
22.902137
0.072553
36.823397
0.89117
41.902137
0
3
Hypothyroid
43
0
0
0
0
0
0
0
0
0
0
0
0
0
0
6.525888
2.075296
116.992102
1.027451
113.498026
0
5
Hypothyroid
60
0
0
0
0
0
0
0
0
0
0
0
0
0
0
27.582828
2
67.733738
0.979497
69.100607
0
5
Hypothyroid