% [NHANES I data with surivival times](https://wwwn.cdc.gov/nchs/nhanes/nhefs/publicuse.aspx)
% Converted from output of https://github.com/slundberg/shap/blob/master/shap/datasets.py .
% Race is: White=1, Negro=2, Other=3
@RELATION NHANES1_survival

@ATTRIBUTE Age REAL
@ATTRIBUTE "Diastolic BP" REAL
@ATTRIBUTE "Poverty index" REAL
@ATTRIBUTE Race INTEGER
@ATTRIBUTE "Red blood cells" REAL
@ATTRIBUTE "Sedimentation rate" REAL
@ATTRIBUTE "Serum Albumin" REAL
@ATTRIBUTE "Serum Cholesterol" REAL
@ATTRIBUTE "Serum Iron" REAL
@ATTRIBUTE "Serum Magnesium" REAL
@ATTRIBUTE "Serum Protein" REAL
@ATTRIBUTE Sex INTEGER
@ATTRIBUTE "Systolic BP" REAL
@ATTRIBUTE TIBC REAL
@ATTRIBUTE TS REAL
@ATTRIBUTE "White blood cells" REAL
@ATTRIBUTE BMI REAL
@ATTRIBUTE "Pulse pressure" REAL
@ATTRIBUTE death INTEGER
@ATTRIBUTE time REAL

@DATA
35.0,92.0,126.0,2,77.7,12.0,5.0,165.0,135.0,1.37,7.6,2,142.0,323.0,41.8,5.800000000000002,31.109433569346102,50.0,1,15.274657534246671
71.0,78.0,210.0,2,77.7,37.0,4.0,298.0,89.0,1.38,6.4,2,156.0,331.0,26.9,5.300000000000002,32.362571547903926,78.0,1,11.586073059360842
74.0,86.0,999.0,2,77.7,31.0,3.8,222.0,115.0,1.37,7.4,2,170.0,299.0,38.5,8.1,25.388496935587245,84.0,1,8.149086757990974
64.0,92.0,385.0,1,77.7,30.0,4.3,265.0,94.0,1.97,7.300000000000002,2,172.0,349.0,26.9,6.7,26.446610410693197,80.0,0,21.094292237443145
32.0,70.0,183.0,2,77.7,18.0,5.0,203.0,192.0,1.35,7.300000000000002,1,128.0,386.0,49.7,8.1,20.35468427015943,58.0,0,0.0
40.0,78.0,297.0,2,77.7,24.0,4.0,173.0,121.0,1.71,6.7,2,118.0,370.0,32.7,10.7,27.21720136834319,40.0,0,21.0805936073059
53.0,76.0,461.0,1,77.7,2.0,4.3,276.0,135.0,1.74,7.6,1,124.0,334.0,40.40000000000001,6.0,23.09182320004831,48.0,0,21.072374429224052
36.0,66.0,423.0,1,77.7,11.0,4.2,160.0,107.0,1.69,6.300000000000002,2,108.0,289.0,37.0,9.5,20.313169017229285,42.0,0,21.355251141552802
49.0,86.0,385.0,1,77.7,34.0,4.3,326.0,85.0,1.62,7.300000000000002,1,134.0,385.0,22.1,6.4,30.004221578147703,48.0,0,21.370091324200985
31.0,90.0,461.0,1,77.7,4.0,4.3,172.0,104.0,1.39,6.0,1,130.0,436.0,23.9,9.7,29.67573386115209,40.0,0,21.154566210045687
51.0,72.0,174.0,1,77.7,26.0,5.4,265.0,85.0,1.69,9.1,2,138.0,339.0,25.1,6.1000000000000005,25.31187877804373,66.0,0,21.094292237442914
34.0,82.0,358.0,1,77.7,12.0,4.6000000000000005,238.0,147.0,1.63,7.0,2,118.0,316.0,46.5,6.0,20.91997763630133,36.0,0,21.207762557077785
51.0,76.0,544.0,1,77.7,16.0,4.4,182.0,116.0,1.69,8.0,2,148.0,331.0,35.0,10.4,17.800831443688587,72.0,1,20.053196347032102
28.0,58.0,262.0,1,77.7,36.0,4.4,185.0,107.0,1.71,7.9,2,112.0,383.0,27.9,8.9,20.946412757804467,54.0,0,21.883789954338003
42.0,88.0,539.0,1,77.7,5.0,4.800000000000002,124.0,124.0,1.9,7.6,1,122.0,285.0,43.5,10.1,21.841041584093013,34.0,0,21.07785388127877
41.0,84.0,539.0,1,77.7,6.0,5.6000000000000005,271.0,126.0,1.74,8.6,2,162.0,287.0,43.90000000000001,11.3,23.88089675304164,78.0,0,21.07785388127877
74.0,74.0,152.0,1,77.7,20.0,4.5,211.0,91.0,1.74,8.1,1,126.0,379.0,24.0,5.5,25.989265273708128,52.0,1,16.371689497716943
68.0,84.0,152.0,1,77.7,40.0,3.8,200.0,50.0,1.92,7.0,2,158.0,423.0,11.8,10.9,18.236046041954392,74.0,1,5.710502283105142
28.0,88.0,85.0,2,77.7,36.0,4.4,183.0,108.0,1.68,8.200000000000001,2,136.0,304.0,35.5,4.9,33.37894227193659,48.0,0,21.350913242009252
71.0,82.0,155.0,2,77.7,38.0,3.2,159.0,130.0,1.44,6.2,1,110.0,269.0,48.3,9.8,25.12404983108108,28.0,1,4.5
27.0,88.0,155.0,2,77.7,3.0,4.3,142.0,68.0,2.52,7.7,1,128.0,468.0,14.5,5.2,26.35184008478982,40.0,0,21.87168949771717
65.0,88.0,156.0,1,77.7,41.0,3.6,193.0,122.0,1.68,8.1,2,150.0,302.0,40.40000000000001,8.0,41.468152761744534,62.0,1,6.975342465753556
38.0,76.0,238.0,2,77.7,12.0,4.6000000000000005,203.0,294.0,1.64,7.2,2,114.0,365.0,80.5,7.6,26.74552784076593,38.0,0,21.110730593607517
37.0,76.0,262.0,2,77.7,6.0,4.4,213.0,69.0,1.87,8.0,1,126.0,291.0,23.700000000000006,5.4,20.860124495722502,50.0,0,16.032876712328743
46.0,86.0,421.0,1,77.7,16.0,4.0,251.0,56.0,1.58,6.800000000000002,2,118.0,299.0,18.7,8.1,22.862401645723835,32.0,0,21.099771689497853
71.0,106.0,79.0,1,77.7,30.0,4.0,290.0,67.0,1.75,7.5,2,224.0,361.0,18.6,8.6,28.994152046783622,118.0,1,1.163926940639385
65.0,84.0,204.0,2,77.7,19.0,4.5,297.0,94.0,1.61,6.9,1,130.0,342.0,27.5,4.9,18.21113518666485,46.0,1,11.8020547945207
28.0,90.0,156.0,2,77.7,28.0,3.6,140.0,98.0,1.64,6.4,2,118.0,344.0,28.5,9.2,29.598351525952328,28.0,0,21.368949771689586
38.0,86.0,87.0,1,77.7,8.0,4.7,201.0,103.0,2.01,7.2,2,142.0,383.0,26.9,7.800000000000002,22.55458333333333,56.0,0,21.247260273972646
31.0,78.0,205.0,1,77.7,11.0,5.2,275.0,70.0,1.92,8.0,2,156.0,471.0,14.9,9.8,26.718673503568763,78.0,0,21.127168949771885
41.0,82.0,256.0,1,77.7,5.0,4.0,206.0,79.0,1.71,7.1000000000000005,2,128.0,351.0,22.5,8.3,33.9011159622116,46.0,0,21.044977168950027
42.0,88.0,770.0,1,77.7,8.0,4.7,180.0,89.0,1.79,7.7,1,142.0,456.0,19.5,13.1,26.671408250355626,54.0,0,21.091552511415557
44.0,78.0,319.0,1,77.7,7.0,4.7,187.0,69.0,1.46,6.800000000000002,2,122.0,379.0,18.2,7.2,22.54025754422477,44.0,0,21.08607305936084
30.0,72.0,205.0,1,77.7,14.0,4.2,229.0,101.0,1.68,7.2,2,124.0,325.0,31.1,7.7,25.892596451847073,52.0,0,21.155707762557316
65.0,92.0,150.0,1,77.7,21.0,4.0,181.0,101.0,1.61,6.4,1,170.0,358.0,28.200000000000006,16.6,23.736060777301887,78.0,1,9.726940639269515
56.0,92.0,999.0,1,77.7,14.0,4.0,268.0,162.0,1.57,6.7,1,158.0,369.0,43.90000000000001,8.0,26.85744185731612,66.0,0,21.0888127853882
74.0,84.0,120.0,1,77.7,23.0,4.1000000000000005,246.0,138.0,1.26,6.800000000000002,2,178.0,418.0,33.0,4.5,26.216041666666666,94.0,0,22.058675799086814
53.0,68.0,311.0,2,77.7,11.0,4.1000000000000005,190.0,138.0,1.24,6.7,1,112.0,302.0,45.7,5.800000000000002,20.74135165657066,44.0,0,21.08607305936107
40.0,72.0,123.0,2,77.7,17.0,3.0,167.0,106.0,1.19,6.5,2,114.0,316.0,33.5,4.9,28.168283702941622,42.0,0,21.247260273972646
55.0,86.0,145.0,2,77.7,35.0,3.6,194.0,110.0,1.49,7.5,2,134.0,305.0,36.1,9.3,32.737337278106516,48.0,0,21.225342465753556
68.0,80.0,199.0,2,77.7,26.0,4.4,215.0,60.0,1.81,7.9,1,146.0,304.0,19.700000000000006,8.8,30.803281351526962,66.0,1,17.327853881278546
43.0,92.0,256.0,2,77.7,22.0,4.2,266.0,101.0,1.48,7.1000000000000005,2,148.0,386.0,26.200000000000006,5.800000000000002,22.614524916255785,56.0,0,21.11347031963487
36.0,80.0,256.0,2,77.7,22.0,2.9000000000000004,146.0,89.0,2.25,5.6000000000000005,2,158.0,232.0,38.40000000000001,6.2,26.54680075709662,78.0,0,21.23904109589057
28.0,78.0,125.0,2,77.7,33.0,4.4,133.0,126.0,1.68,8.200000000000001,2,140.0,337.0,37.4,3.7,23.939566948160106,62.0,0,0.0
32.0,74.0,126.0,2,77.7,12.0,4.3,177.0,63.0,1.57,6.2,1,110.0,336.0,18.8,6.300000000000002,20.731326530612247,36.0,0,0.0
70.0,104.0,272.0,2,77.7,49.0,4.0,246.0,50.0,1.41,7.2,2,238.0,398.0,12.6,5.9,24.713759813166085,134.0,1,14.927625570776401
65.0,94.0,918.0,1,77.7,16.0,4.4,153.0,98.0,1.84,6.6000000000000005,1,156.0,395.0,24.8,4.3,20.502101297866787,62.0,1,13.478082191780686
32.0,62.0,461.0,1,77.7,14.0,4.2,177.0,151.0,1.51,6.5,2,118.0,348.0,43.40000000000001,5.300000000000002,20.63006934773608,56.0,0,21.19680365296813
47.0,90.0,262.0,2,77.7,15.0,4.3,221.0,109.0,1.59,7.2,2,128.0,272.0,40.1,3.5,25.84582994323336,38.0,0,21.110730593607517
27.0,70.0,302.0,2,77.7,42.0,2.9000000000000004,193.0,43.0,1.29,6.2,2,130.0,386.0,11.1,11.2,24.490964216878385,60.0,0,21.928767123287567
53.0,92.0,262.0,2,77.7,19.0,4.1000000000000005,188.0,94.0,1.32,6.7,1,120.0,339.0,27.700000000000006,10.0,23.692326530425404,28.0,1,17.057534246575415
60.0,108.0,126.0,2,77.7,33.0,4.3,303.0,83.0,2.19,8.0,2,196.0,320.0,25.9,3.4000000000000004,30.532917501365862,88.0,1,14.663926940639383
41.0,84.0,358.0,2,77.7,16.0,4.800000000000002,208.0,111.0,1.79,8.700000000000001,1,138.0,351.0,31.6,6.0,26.496556837066738,54.0,0,21.26369863013701
41.0,78.0,358.0,2,77.7,20.0,4.1000000000000005,181.0,236.0,1.64,7.4,2,112.0,381.0,61.90000000000001,5.5,28.353708255192256,34.0,0,21.121689497716943
51.0,120.0,205.0,2,77.7,33.0,3.2,168.0,49.0,1.47,6.4,2,190.0,342.0,14.3,6.300000000000002,46.63711327422655,70.0,1,8.139269406392714
42.0,92.0,248.0,1,77.7,16.0,4.5,250.0,114.0,1.63,7.800000000000002,2,136.0,307.0,37.1,9.5,22.57624087767628,44.0,0,21.4643835616439
73.0,100.0,96.0,1,77.7,15.0,4.5,261.0,47.0,2.15,7.800000000000002,2,150.0,420.0,11.2,8.3,19.797322721383935,50.0,1,2.7417808219177005
31.0,88.0,256.0,1,77.7,5.0,4.4,223.0,129.0,1.71,7.300000000000002,1,140.0,433.0,29.8,8.8,26.931111251299853,52.0,0,21.44406392694077
69.0,88.0,72.0,1,77.7,52.0,3.4000000000000004,142.0,35.0,1.8,8.1,2,148.0,235.0,14.9,7.5,21.79715976331361,60.0,1,4.352511415525214
69.0,94.0,770.0,1,77.7,30.0,3.4000000000000004,314.0,75.0,1.5,5.7,1,178.0,276.0,27.200000000000006,10.5,27.16058349609375,84.0,1,12.527397260274027
72.0,80.0,199.0,1,77.7,24.0,3.4000000000000004,256.0,82.0,1.54,5.9,2,145.0,391.0,21.0,6.4,26.26581463062692,65.0,1,15.485159817351587
73.0,128.0,135.0,1,77.7,22.0,3.9,159.0,95.0,1.75,8.3,1,175.0,309.0,30.700000000000006,4.3,24.87133677000212,47.0,1,14.505479452054715
67.0,72.0,347.0,1,77.7,16.0,4.3,222.0,126.0,1.45,7.1000000000000005,2,118.0,347.0,36.3,7.0,18.81270542303326,46.0,1,20.091552511415557
66.0,88.0,265.0,1,77.7,26.0,4.5,220.0,107.0,1.7,7.2,2,172.0,307.0,34.9,7.7,31.21782953575994,84.0,0,21.4194063926941
65.0,84.0,347.0,1,77.7,11.0,4.1000000000000005,233.0,214.0,1.93,7.1000000000000005,1,156.0,236.0,90.7,9.1,26.54459145477027,72.0,1,9.050456621004514
26.0,74.0,423.0,1,77.7,17.0,3.2,162.0,124.0,1.4,5.4,2,120.0,335.0,37.0,8.200000000000001,32.7606453463075,46.0,0,21.072374429223828
43.0,112.0,604.0,1,77.7,19.0,4.6000000000000005,390.0,149.0,1.42,6.7,1,154.0,443.0,33.6,17.900000000000006,30.797411278119252,42.0,0,21.08059360730613
49.0,74.0,421.0,1,77.7,11.0,3.0,171.0,87.0,1.27,4.800000000000002,2,120.0,348.0,25.0,12.0,19.889167998958946,46.0,0,21.113470319634644
25.0,94.0,423.0,1,77.7,27.0,4.1000000000000005,204.0,193.0,1.88,7.1000000000000005,2,118.0,313.0,61.7,4.4,25.100163904571108,24.0,0,21.099771689497853
69.0,84.0,195.0,1,77.7,15.0,3.6,224.0,134.0,1.47,5.9,1,136.0,303.0,44.2,6.7,30.917653061224488,52.0,1,6.035616438356102
41.0,72.0,302.0,1,77.7,2.0,4.0,165.0,108.0,1.74,7.1000000000000005,2,116.0,267.0,40.40000000000001,9.6,19.39495968650061,44.0,0,21.1776255707764
62.0,86.0,458.0,1,77.7,13.0,4.4,171.0,114.0,1.73,7.800000000000002,1,160.0,314.0,36.3,7.6,24.86553809414585,74.0,0,21.11461187214627
68.0,84.0,458.0,1,77.7,18.0,4.7,230.0,109.0,1.99,7.9,2,130.0,287.0,38.0,5.7,25.90155199582809,46.0,0,21.11461187214627
33.0,52.0,87.0,1,77.7,22.0,4.2,450.0,88.0,1.73,7.2,2,90.0,482.0,18.3,6.1000000000000005,26.50538690810358,38.0,0,21.241780821917924
69.0,80.0,91.0,1,77.7,20.0,3.4000000000000004,234.0,97.0,1.74,8.1,2,162.0,302.0,32.1,9.0,30.23317466302196,82.0,1,14.672146118721685
44.0,96.0,293.0,1,77.7,11.0,4.800000000000002,245.0,142.0,1.63,7.800000000000002,1,148.0,349.0,40.7,7.2,28.15543579534409,52.0,0,21.438584474886056
60.0,102.0,229.0,2,77.7,21.0,3.3000000000000003,226.0,106.0,1.74,6.4,1,148.0,400.0,26.5,6.0,19.59524412626963,46.0,0,0.0
54.0,98.0,56.0,2,77.7,4.0,4.1000000000000005,244.1,144.0,1.71,7.7,1,150.0,334.0,43.1,7.4,24.25908240977778,52.0,1,4.491780821917928
42.0,100.0,256.0,2,77.7,11.0,4.9,197.0,77.0,1.8,7.1000000000000005,1,172.0,340.0,22.6,8.200000000000001,26.030342374350816,72.0,0,21.110730593607517
36.0,74.0,155.0,1,77.7,22.0,5.4,301.0,87.0,1.77,8.5,1,116.0,342.0,25.4,6.7,23.039157268043326,42.0,0,21.724200913242157
70.0,88.0,236.0,1,77.7,24.0,3.9,211.0,124.0,1.87,6.9,2,174.0,302.0,41.1,6.300000000000002,28.61038590701576,86.0,1,11.363470319634875
47.0,84.0,544.0,1,77.7,12.0,4.5,254.0,167.0,1.88,7.300000000000002,2,128.0,318.0,52.5,5.6000000000000005,23.880513583474514,44.0,0,21.099771689497853
68.0,76.0,163.0,1,77.7,17.0,4.5,256.0,74.0,1.44,7.800000000000002,2,142.0,405.0,18.3,6.5,24.76999383223684,66.0,1,9.760958904109657
55.0,108.0,155.0,2,77.7,37.0,3.7,157.0,137.0,1.38,7.1000000000000005,2,178.0,369.0,37.1,7.7,35.36064406594008,70.0,1,15.183105022831116
54.0,104.0,205.0,2,77.7,12.0,4.6000000000000005,239.0,97.0,1.77,7.1000000000000005,1,160.0,299.0,32.4,8.8,28.27618408203125,56.0,0,21.367351598173627
50.0,104.0,66.0,2,77.7,22.0,4.5,256.0,76.0,1.69,7.5,2,192.0,293.0,25.9,5.7,35.0594654891179,88.0,1,5.718721461187442
64.0,78.0,157.0,2,77.7,29.0,3.7,133.0,99.0,1.99,7.4,1,114.0,343.0,28.9,5.300000000000002,20.977105034722218,36.0,1,3.583333333333485
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