filename
stringlengths
14
14
age
float64
9.47
98.6
gender
stringclasses
2 values
race
stringclasses
3 values
ethnicity
stringclasses
2 values
language
stringclasses
4 values
marriage_status
stringclasses
7 values
glaucoma
stringclasses
2 values
use
stringclasses
3 values
md
float64
-32.53
2.56
se
float64
-17.25
18
avgcdratio
float64
0
0.96
rnflt
float64
5.96
674
sphere
float64
-14.25
18
cylinder
float64
-25
4.25
verticalcdratio
float64
0
0.98
tds_upper
float64
-33.5
3.04
tds_lower
float64
-32.96
2.65
clocks_upper
float64
0.04
736
clocks_lower
float64
0.12
562
md_severity
stringclasses
4 values
cdr_status
stringclasses
3 values
near_vision_refraction_stage
stringclasses
3 values
rnflt_status
stringclasses
3 values
data_00901.npz
52.443836
male
black
non-hispanic
english
married/civil union
no
training
-0.88
3.25
0.795804
91.0331
3.25
0
0.735294
-1.384615
-0.269231
83.464043
89.2054
normal
abnormal
positive
high
data_00902.npz
30.591781
female
white
non-hispanic
english
single
yes
training
-3.79
1
0.430032
80.4049
1
0
0.304348
-5.538462
-2.769231
83.174971
69.077471
mild
normal
positive
medium
data_00903.npz
77.175342
female
white
non-hispanic
english
single
no
training
0.28
0.75
0.777885
76.8157
0.75
0
0.8125
0.153846
0.615385
78.371186
67.952686
normal
abnormal
positive
low
data_00904.npz
58.260274
male
white
non-hispanic
unknown or not reported
married/civil union
yes
training
-9.76
3
0.056621
143.68
3
0
0.042254
-0.923077
-16.846154
141.120029
130.798657
moderate
normal
positive
high
data_00905.npz
48.520548
male
white
non-hispanic
english
married/civil union
no
training
1.19
0.5
0.45925
84.5117
0.5
0
0.45098
1.692308
0.653846
75.290171
86.248643
normal
normal
neutral
medium
data_00906.npz
73.852055
male
white
non-hispanic
english
married/civil union
yes
training
-6.1
5.5
0.768858
104.276
4.25
-1.25
0.735849
-8.615385
-3.038462
99.215986
110.2783
moderate
abnormal
positive
high
data_00907.npz
49.926027
female
asian
non-hispanic
english
married/civil union
no
training
-0.6
-3.25
0.483218
96.6304
-2.75
-1.25
0.442308
0.153846
-1.115385
92.759457
91.015186
normal
normal
negative
high
data_00908.npz
78.383562
female
white
non-hispanic
english
unknown or not reported
yes
training
-6.89
3.25
0.715167
73.0674
3.25
0
0.736842
-6.423077
-7.961538
66.901629
74.6527
moderate
abnormal
positive
low
data_00909.npz
42.00274
female
white
non-hispanic
english
married/civil union
no
training
-0.48
0
0.073922
88.1727
0
0
0.06383
-0.653846
-0.230769
87.238743
79.960757
normal
normal
neutral
medium
data_00910.npz
60.465753
female
white
non-hispanic
english
married/civil union
no
training
0.19
5
0.758387
78.7541
5
0
0.741935
-0.230769
0.115385
71.010629
79.177071
normal
abnormal
positive
medium
data_00911.npz
80.164384
male
white
non-hispanic
english
single
yes
training
-9.94
4.5
0.398182
87.2209
4.5
0
0.217391
-3.346154
-17.346154
76.027743
91.379686
moderate
normal
positive
medium
data_00912.npz
66.030137
male
white
non-hispanic
english
married/civil union
no
training
0.63
-3
0.705399
80.2349
-3
0
0.685185
0.769231
0.692308
80.381157
72.842171
normal
abnormal
negative
medium
data_00913.npz
76.293151
female
white
non-hispanic
english
married/civil union
no
training
-0.38
5.25
0.662521
86.0702
5.25
0
0.62
-0.423077
-0.538462
77.948186
83.7929
normal
borderline
positive
medium
data_00914.npz
69.046575
female
white
non-hispanic
english
widowed
yes
training
-4.13
3.25
0.485244
78.0787
3.25
0
0.5
-4.269231
-4.538462
74.5839
71.741257
mild
normal
positive
medium
data_00915.npz
57.194521
male
black
non-hispanic
english
single
yes
training
-4.94
3
0.741689
84.1848
3
0
0.71875
-10.230769
-2.615385
79.715614
80.850071
mild
abnormal
positive
medium
data_00916.npz
80.210959
male
white
non-hispanic
english
married/civil union
yes
training
-13.19
3.25
0.82792
60.1722
3.25
0
0.923077
-27.192308
-0.653846
66.336957
50.143171
severe
abnormal
positive
low
data_00917.npz
79.290411
female
white
non-hispanic
english
married/civil union
yes
training
-4.98
3.25
0.855786
50.989
3.25
0
0.818182
-1.807692
-8.384615
47.221129
52.106786
mild
abnormal
positive
low
data_00918.npz
71.334247
female
white
non-hispanic
english
married/civil union
yes
training
-15.37
3.25
0.785831
49.9608
3.75
-1.25
0.824561
-22.5
-9.653846
49.498043
48.892414
severe
abnormal
positive
low
data_00919.npz
64.331507
female
white
non-hispanic
english
married/civil union
yes
training
-4.89
0
0.541633
101.702
0
0
0.510638
-6.384615
-6.846154
93.547986
96.453371
mild
normal
neutral
high
data_00920.npz
67.065753
female
white
non-hispanic
english
married/civil union
no
training
0.89
6.25
0.593239
110.126
6.25
0
0.559322
1.192308
0.653846
100.666286
107.034843
normal
normal
positive
high
data_00921.npz
30.586301
female
white
non-hispanic
english
married/civil union
no
training
-0.74
0
0.716234
98.0611
0
0
0.657143
-0.846154
-0.538462
91.050871
92.717571
normal
abnormal
neutral
high
data_00922.npz
80.69863
male
white
non-hispanic
english
married/civil union
no
training
-0.86
3.25
0.697176
86.4729
3.25
0
0.653846
-0.538462
-1.230769
84.701957
82.740486
normal
borderline
positive
medium
data_00923.npz
73.767123
female
white
non-hispanic
english
married/civil union
no
training
-0.4
3.5
0.693784
89.3307
3.5
0
0.666667
-0.269231
-0.461538
84.769971
84.100143
normal
borderline
positive
medium
data_00924.npz
64.150685
female
white
non-hispanic
english
married/civil union
no
training
1.53
-0.25
0.777903
98.1044
-0.25
0
0.768116
1.576923
1.846154
91.244971
94.359557
normal
abnormal
neutral
high
data_00925.npz
37.282192
female
white
non-hispanic
english
single
no
training
-0.16
0
0.064927
66.1042
0
0
0.06
0.230769
-0.461538
66.868657
63.222186
normal
normal
neutral
low
data_00926.npz
47.517808
male
asian
non-hispanic
other languages
married/civil union
no
training
0.12
0
0.78991
90.753
0
0
0.818182
0.807692
-0.692308
83.256471
87.934314
normal
abnormal
neutral
high
data_00927.npz
79.090411
female
white
non-hispanic
english
divorced
no
training
-0.72
3.75
0.534722
83.7134
3.75
0
0.574074
-0.230769
-1.307692
78.973543
79.568929
normal
normal
positive
medium
data_00928.npz
43.276712
female
white
non-hispanic
english
unknown or not reported
yes
training
-8.93
1.5
0.059051
90.1466
-10.25
-2
0.057692
-10.153846
-9.5
78.981629
99.723643
moderate
normal
positive
high
data_00929.npz
43.830137
male
black
non-hispanic
english
single
yes
training
-11.03
1.5
0.528853
85.0717
1.5
0
0.490566
-16.038462
-9.384615
78.271786
82.225
moderate
normal
positive
medium
data_00930.npz
67.627397
male
white
non-hispanic
spanish
married/civil union
no
training
0.6
5.5
0.661884
95.2295
6.25
-1.75
0.64
0.153846
1.038462
91.8498
87.232143
normal
borderline
positive
high
data_00931.npz
73.024658
male
white
non-hispanic
english
married/civil union
yes
training
-4.25
1.25
0.432142
66.6851
1.25
0
0.51282
-4.615385
-4.115385
64.896914
63.895329
mild
normal
positive
low
data_00932.npz
60.912329
female
black
non-hispanic
english
married/civil union
no
training
-0.82
4
0.701862
88.8726
4
0
0.625
-0.461538
-1.192308
82.405343
83.658386
normal
abnormal
positive
medium
data_00933.npz
59.69589
female
white
non-hispanic
english
married/civil union
no
training
1.39
3
0.401727
85.886
3
0
0.442308
1.384615
1.538462
77.5711
85.903229
normal
normal
positive
medium
data_00934.npz
57.868493
female
white
non-hispanic
english
married/civil union
yes
training
-3.43
3.75
0.567584
79.0931
3.75
0
0.574468
-1.653846
-4.846154
77.097543
75.253257
mild
normal
positive
medium
data_00935.npz
73.39726
female
white
non-hispanic
english
married/civil union
yes
training
-19.76
3.25
0.474678
45.5071
5.5
-4
0.538462
-12.192308
-26.346154
45.090586
44.806457
severe
normal
positive
low
data_00936.npz
76.438356
male
black
non-hispanic
english
married/civil union
yes
training
-14.95
2.75
0.711635
70.402
2.75
0
0.773585
-15.384615
-14.153846
69.645414
65.894429
severe
abnormal
positive
low
data_00937.npz
52.720548
female
white
non-hispanic
english
legally separated
no
training
0.34
0
0.499449
86.0422
0
0
0.444444
0.269231
0.115385
81.365814
80.502386
normal
normal
neutral
medium
data_00938.npz
37.536986
male
asian
non-hispanic
english
married/civil union
no
training
0.23
1
0.682078
117.587
1
0
0.633803
-0.192308
0.538462
112.0712
108.562271
normal
borderline
positive
high
data_00939.npz
43.457534
male
white
non-hispanic
english
married/civil union
no
training
-0.08
1.75
0.749291
75.1085
1.75
0
0.705882
0.115385
-0.307692
68.166771
72.5773
normal
abnormal
positive
low
data_00940.npz
63.279452
female
white
non-hispanic
other languages
married/civil union
no
training
-0.63
-0.25
0.575714
85.3274
-0.25
0
0.566038
-0.884615
-0.5
82.880543
78.889186
normal
normal
neutral
medium
data_00941.npz
73.254795
female
black
non-hispanic
english
married/civil union
yes
training
-4.03
3
0.702358
96.0738
3.5
-1.25
0.623188
-3
-4.615385
96.719929
87.262757
mild
abnormal
positive
high
data_00942.npz
61.923288
female
white
non-hispanic
english
married/civil union
no
training
0.34
4
0.591769
84.3698
4
0
0.563636
1.038462
0.038462
79.672157
79.153314
normal
normal
positive
medium
data_00943.npz
50.624658
male
white
non-hispanic
english
married/civil union
no
training
-0.39
0
0.651834
93.0834
0
0
0.639344
0.038462
-0.615385
92.072343
81.865114
normal
borderline
neutral
high
data_00944.npz
28.158904
male
white
non-hispanic
english
single
yes
training
-31.03
0
0.064595
117.258
0
0
0.058824
-27.038462
-32.461538
120.779343
100.631814
severe
normal
neutral
high
data_00945.npz
78.882192
female
white
non-hispanic
english
widowed
yes
training
-7.19
3.25
0.816497
61.424
3.25
0
0.84
-3.461538
-9.538462
55.810486
64.315
moderate
abnormal
positive
low
data_00946.npz
47.789041
male
black
non-hispanic
english
married/civil union
no
training
0.42
2.75
0.658507
106.57
2.75
0
0.639344
0.153846
0.346154
106.759071
96.1655
normal
borderline
positive
high
data_00947.npz
55.378082
female
white
non-hispanic
english
married/civil union
no
training
-0.87
3.5
0.726396
97.0422
3.5
0
0.672414
-1.076923
-0.884615
86.271557
97.589214
normal
abnormal
positive
high
data_00948.npz
33.424658
female
asian
non-hispanic
english
married/civil union
no
training
0.28
-0.5
0.561612
117.893
-0.5
0
0.47541
0.5
0.5
105.804586
111.977414
normal
normal
negative
high
data_00949.npz
45.432877
female
white
non-hispanic
english
divorced
no
training
0.29
2
0.664582
96.9744
2
0
0.65
0.538462
0.230769
91.812057
88.859086
normal
borderline
positive
high
data_00950.npz
68.145205
female
white
non-hispanic
english
married/civil union
yes
training
-3.05
1.5
0.604913
68.1097
5.25
-2
0.528302
-4.576923
-1.923077
68.873829
60.8245
mild
borderline
positive
low
data_00951.npz
69.30137
male
white
non-hispanic
english
married/civil union
yes
training
-6.94
1
0.846673
51.2732
-1.5
-1.5
0.826923
-6.230769
-4.807692
50.827729
50.491186
moderate
abnormal
positive
low
data_00952.npz
39.734247
female
black
non-hispanic
english
single
no
training
-0.39
-0.5
0.060695
156.885
-0.5
0
0.04918
-0.461538
-0.192308
179.533486
110.5554
normal
normal
negative
high
data_00953.npz
62.367123
female
asian
non-hispanic
english
single
no
training
-0.54
-7
0.397241
82.4525
-7
0
0.416667
-0.423077
-0.538462
80.717443
75.848271
normal
normal
negative
medium
data_00954.npz
73.739726
male
white
non-hispanic
english
married/civil union
yes
training
-3.16
3.25
0.640524
32.5921
3.25
0
0.632653
-4.615385
-1.961538
28.596
41.042086
mild
borderline
positive
low
data_00955.npz
70.139726
female
black
hispanic
spanish
married/civil union
yes
training
-7.71
5
0.782692
90.5286
5
0
0.737705
-4.769231
-12.038462
83.751157
87.041129
moderate
abnormal
positive
high
data_00956.npz
56.539726
male
white
non-hispanic
english
divorced
yes
training
-4.9
3
0.552239
94.9146
3
0
0.428571
-6.153846
-6.038462
90.401457
87.194557
mild
normal
positive
high
data_00957.npz
41.871233
female
white
non-hispanic
english
married/civil union
no
training
-0.75
0
0.154416
91.035
0
0
0.098039
-1.5
-0.230769
82.827429
90.177814
normal
normal
neutral
high
data_00958.npz
19.682192
female
white
non-hispanic
english
single
no
training
-0.97
0
0.067608
195.598
0
0
0.058824
-0.807692
-1.038462
197.232229
163.462657
normal
normal
neutral
high
data_00959.npz
47.123288
female
black
non-hispanic
english
single
no
training
0.25
1.75
0.623107
113.375
1.75
0
0.534483
0.384615
0.038462
107.877229
104.869757
normal
borderline
positive
high
data_00960.npz
76.890411
male
white
non-hispanic
english
married/civil union
yes
training
-6.67
3.75
0.618881
85.4262
3.75
0
0.61194
-9.576923
-4.769231
80.966643
79.106129
moderate
borderline
positive
medium
data_00961.npz
70.282192
female
asian
non-hispanic
english
legally separated
no
training
-0.54
5.5
0.746427
94.4627
6
-1.25
0.741379
-1.846154
0.153846
90.233671
87.141343
normal
abnormal
positive
high
data_00962.npz
59.230137
female
white
non-hispanic
english
married/civil union
no
training
1.86
3.5
0.651366
89.7594
3.5
0
0.617647
2.153846
1.653846
87.290743
80.3738
normal
borderline
positive
medium
data_00963.npz
68.038356
male
white
non-hispanic
english
married/civil union
no
training
0.91
3.25
0.774101
86.2712
3.25
0
0.711864
1.461538
0.423077
79.515271
84.395443
normal
abnormal
positive
medium
data_00964.npz
88.175342
male
white
non-hispanic
english
married/civil union
yes
training
-3.15
1.75
0.68855
83.0269
3
-2.25
0.698413
-2.423077
-4.192308
72.671657
85.793
mild
borderline
positive
medium
data_00965.npz
78.890411
male
white
non-hispanic
english
unknown or not reported
yes
training
-3.88
3.25
0.711497
97.4611
3.25
0
0.66129
-1.076923
-8
94.874214
87.199057
mild
abnormal
positive
high
data_00966.npz
77.553425
male
white
non-hispanic
english
married/civil union
no
training
-0.52
2.5
0.714134
86.4064
3.5
-1.75
0.698113
-0.961538
-0.384615
80.148786
82.353514
normal
abnormal
positive
medium
data_00967.npz
71.060274
female
white
hispanic
spanish
single
no
training
0.94
7.5
0.495116
98.0997
7.5
0
0.433962
1.5
0.5
97.722129
86.712286
normal
normal
positive
high
data_00968.npz
32.40274
female
white
non-hispanic
english
married/civil union
no
training
-0.28
-0.75
0.437569
96.0893
-0.75
0
0.42
-0.384615
-0.076923
89.761771
90.777414
normal
normal
negative
high
data_00969.npz
67.723288
male
white
non-hispanic
english
married/civil union
no
training
0.41
5
0.743202
92.761
5
0
0.724138
0.807692
0.115385
87.779243
87.099629
normal
abnormal
positive
high
data_00970.npz
68.569863
female
black
non-hispanic
other languages
single
yes
training
-12.83
2.75
0.710616
61.7952
2.75
0
0.72
-9.192308
-16.807692
64.7582
55.849386
severe
abnormal
positive
low
data_00971.npz
37.731507
male
white
hispanic
english
legally separated
no
training
1.73
1
0.568522
87.8767
1
0
0.461538
1.5
1.807692
84.496857
80.595071
normal
normal
positive
medium
data_00972.npz
79.09589
female
white
non-hispanic
english
married/civil union
yes
training
-6.21
5.75
0.563817
93.6793
5.75
0
0.611111
-4.423077
-9.769231
90.229671
86.702386
moderate
normal
positive
high
data_00973.npz
53.953425
female
white
non-hispanic
english
married/civil union
no
training
-0.28
-1.25
0.683484
91.9614
-1.25
0
0.64
0.538462
-1.076923
86.123471
91.955714
normal
borderline
negative
high
data_00974.npz
55.49589
male
white
non-hispanic
english
married/civil union
no
training
1.37
2.5
0.554863
83.3695
2.5
0
0.5
1.346154
1.423077
81.586
79.268057
normal
normal
positive
medium
data_00975.npz
54.810959
male
white
non-hispanic
english
married/civil union
no
training
-0.45
0
0.644286
92.887
2
-1.5
0.647059
-1.153846
0.230769
86.381086
87.690529
normal
borderline
neutral
high
data_00976.npz
65.169863
male
white
non-hispanic
english
married/civil union
no
training
-0.23
2.75
0.373697
66.4539
2.75
0
0.5
0
-0.346154
65.640686
64.683371
normal
normal
positive
low
data_00977.npz
51.969863
female
asian
non-hispanic
english
married/civil union
no
training
-0.26
1.75
0.259924
103.564
1.75
0
0.255319
0.038462
-0.461538
98.875614
93.709429
normal
normal
positive
high
data_00978.npz
40.926027
male
black
non-hispanic
english
legally separated
yes
training
-7.16
1.5
0.545636
96.6523
1.5
0
0.5
-9.846154
-5.576923
88.183471
94.381243
moderate
normal
positive
high
data_00979.npz
71.29863
female
white
non-hispanic
english
widowed
no
training
0.07
2
0.586376
92.7907
2
0
0.509434
-0.461538
0.5
95.6245
81.319171
normal
normal
positive
high
data_00980.npz
61.553425
female
white
non-hispanic
english
divorced
no
training
1.98
2.5
0.561808
86.4419
2.5
0
0.557377
2.115385
2.038462
79.883957
84.059786
normal
normal
positive
medium
data_00981.npz
71.591781
female
white
non-hispanic
english
married/civil union
no
training
2.46
3.25
0.696956
86.1795
3.25
0
0.721312
2.653846
2.5
79.943843
82.413314
normal
borderline
positive
medium
data_00982.npz
83.994521
female
white
non-hispanic
english
divorced
yes
training
-3.36
5.75
0.637178
80.567
2
-1.25
0.627451
-2.538462
-4.5
76.130714
77.036443
mild
borderline
positive
medium
data_00983.npz
52.169863
male
white
non-hispanic
english
married/civil union
no
training
0.25
2.75
0.658383
89.6507
2.75
0
0.633333
0.269231
0.5
80.089394
82.81898
normal
borderline
positive
medium
data_00984.npz
81.460274
female
white
non-hispanic
other languages
widowed
yes
training
-26.53
3.25
0.794466
25.2681
3.25
0
0.782609
-24.576923
-28
41.735286
10.586986
severe
abnormal
positive
low
data_00985.npz
64.10137
male
asian
non-hispanic
english
married/civil union
yes
training
-3.18
3.25
0.791627
75.4282
3.25
0
0.74
-8.538462
-0.269231
86.777429
59.5027
mild
abnormal
positive
low
data_00986.npz
79.586301
male
white
non-hispanic
english
married/civil union
yes
training
-16.01
2.75
0.864745
60.3005
2.75
0
0.892857
-5.038462
-25.653846
60.605243
56.378314
severe
abnormal
positive
low
data_00987.npz
52.191781
female
white
non-hispanic
other languages
married/civil union
no
training
-0.3
2.25
0.614915
83.0362
2
-1.5
0.641509
-0.769231
0.038462
80.053314
76.320029
normal
borderline
positive
medium
data_00988.npz
73.465753
female
white
non-hispanic
english
widowed
no
training
0.49
4.25
0.491216
85.5105
4.75
-1.25
0.557692
0.807692
0.384615
80.119643
82.177986
normal
normal
positive
medium
data_00989.npz
71.356164
female
white
non-hispanic
english
single
yes
training
-3.57
4.75
0.679809
64.9925
4.75
0
0.74
-4.346154
-3.346154
64.275771
59.681814
mild
borderline
positive
low
data_00990.npz
64.764384
female
white
non-hispanic
other languages
widowed
yes
training
-3.21
2.75
0.623131
69.4406
2.75
0
0.604167
-7.846154
0.961538
78.851871
55.831929
mild
borderline
positive
low
data_00991.npz
27.832877
male
white
non-hispanic
english
single
no
training
-0.59
1
0.721101
101.309
1
0
0.650794
-0.807692
-0.230769
101.217686
91.776943
normal
abnormal
positive
high
data_00992.npz
46.583562
female
white
non-hispanic
english
married/civil union
no
training
0.29
2
0.572254
117.177
2
0
0.518519
0.576923
0.269231
104.731114
113.005529
normal
normal
positive
high
data_00993.npz
24.150685
female
white
non-hispanic
english
single
no
training
-0.79
-1.5
0.070457
87.2562
-1.5
0
0.057692
-1.038462
-0.192308
83.778829
78.549929
normal
normal
negative
medium
data_00994.npz
59.99726
female
black
non-hispanic
english
single
yes
training
-7.74
2.75
0.851069
56.1051
2.75
0
0.861539
-6.576923
-10.076923
54.823457
54.1332
moderate
abnormal
positive
low
data_00995.npz
64.668493
female
white
non-hispanic
english
married/civil union
no
training
1.51
-1.75
0.079625
84.9574
-1.75
0
0.08
2.346154
1.038462
75.138657
83.107471
normal
normal
negative
medium
data_00996.npz
64.789041
female
black
non-hispanic
english
married/civil union
yes
training
-7.65
4.25
0.682089
75.0358
4.25
0
0.65
-7.615385
-8.423077
77.697971
63.125886
moderate
borderline
positive
low
data_00997.npz
56.975342
female
white
non-hispanic
english
married/civil union
no
training
0.98
2.25
0.627854
89.3772
2.25
0
0.584906
1.307692
0.730769
87.258671
81.906286
normal
borderline
positive
medium
data_00998.npz
48.446575
male
asian
non-hispanic
english
single
yes
training
-17.99
5.75
0.771926
53.0663
-2.25
-3
0.8
-23.269231
-12.923077
56.822686
46.610371
severe
abnormal
positive
low
data_00999.npz
47.353425
female
white
non-hispanic
english
married/civil union
no
training
-0.13
2
0.756228
87.8963
2
0
0.735849
0.692308
-0.576923
77.971757
87.7826
normal
abnormal
positive
medium
data_01000.npz
56.30411
female
white
non-hispanic
english
married/civil union
no
training
-0.55
3.25
0.503283
98.2357
3.25
0
0.468085
-0.192308
-0.384615
93.133743
90.644671
normal
normal
positive
high