src/preprocessed_data/kidney_disease_dataset.csv

Age,Creatinine_Level,BUN,Diabetes,Hypertension,GFR,Urine_Output,CKD_Status,Dialysis_Needed
71,0.3,40.9,0,1,46.8,1622.0,1,0
34,1.79,17.1,0,0,43.8,1428.0,1,0
80,2.67,15.0,0,1,78.2,1015.0,1,0
40,0.97,31.1,0,1,92.8,1276.0,1,0
43,2.05,22.8,1,1,62.2,1154.0,0,0
22,0.58,15.9,0,1,89.2,1795.0,0,0
41,0.93,10.3,1,1,93.8,1641.0,0,0
72,0.47,61.9,1,1,67.9,229.0,1,0
21,0.3,22.3,1,1,80.2,2251.0,0,0
49,1.17,31.0,0,1,64.4,1156.0,1,0
57,1.32,5.7,1,0,41.9,2161.0,1,0
21,2.16,11.1,1,1,51.3,1658.0,1,0
83,1.92,43.3,1,0,78.2,1424.0,1,0
79,1.93,34.8,0,0,67.0,1253.0,1,0
40,0.32,23.5,0,0,88.4,2679.0,0,0
52,1.61,13.4,1,1,22.8,1164.0,1,0
77,2.62,15.2,0,1,28.8,964.0,1,0
41,1.54,9.9,0,1,31.8,1009.0,1,0
68,2.85,5.0,1,0,74.2,1301.0,1,0
78,3.02,29.1,0,1,35.5,1300.0,1,0
61,0.96,24.5,0,1,78.0,1802.0,0,0
79,0.57,26.8,0,0,88.8,1679.0,0,0
34,0.51,14.0,1,0,107.9,1680.0,0,0
81,0.3,21.1,0,0,105.1,1186.0,0,0
81,0.73,12.8,1,1,52.6,1638.0,1,0
66,2.29,9.3,0,1,28.3,1691.0,1,0
81,0.3,38.0,0,0,54.2,1260.0,1,0
70,0.3,19.5,1,1,94.4,1440.0,0,0
74,1.09,24.1,0,0,60.3,1690.0,0,0
83,0.41,28.0,1,0,69.4,1406.0,0,0
22,0.73,19.6,0,0,56.1,1453.0,1,0
70,0.74,20.9,0,0,109.5,2004.0,0,0
26,0.97,5.0,0,0,44.6,1410.0,1,0
40,0.54,7.2,0,0,71.7,996.0,0,0
58,0.47,6.6,1,1,97.7,627.0,0,0
37,2.04,25.3,1,0,116.0,1357.0,0,0
23,2.14,18.9,0,1,52.6,1134.0,1,0
79,0.3,7.2,0,1,94.0,1704.0,0,0
33,0.3,25.0,1,0,54.2,2089.0,1,0
28,2.16,24.5,0,1,104.4,785.0,0,0
72,0.3,9.7,0,0,113.2,857.0,0,0
21,1.39,17.7,1,1,47.8,1288.0,1,0
79,0.3,24.6,1,1,86.3,900.0,0,0
90,2.37,7.7,1,0,97.8,1189.0,0,0
63,3.49,24.8,1,1,62.6,1032.0,1,0
27,1.36,21.6,1,1,83.7,796.0,0,0
66,1.12,6.0,0,1,85.0,1713.0,0,0
54,0.91,20.6,0,1,120.0,1338.0,0,0
55,1.9,22.4,0,0,20.7,2215.0,1,0
69,1.71,10.5,1,1,68.6,1480.0,0,0
23,2.1,11.4,1,0,38.7,1944.0,1,0
21,0.63,5.9,1,0,70.3,936.0,0,0
25,1.51,12.6,1,0,50.4,929.0,1,0
73,0.71,17.9,1,0,63.6,2410.0,0,0
23,0.3,11.5,1,1,48.1,996.0,1,0
73,1.16,5.0,0,1,73.9,825.0,0,0
82,0.37,9.7,1,1,96.8,714.0,0,0
37,2.26,13.0,0,0,60.7,2258.0,0,0
63,0.42,27.8,0,1,105.8,1163.0,0,0
53,1.53,25.1,1,1,96.1,1502.0,0,0
81,0.66,28.0,1,0,120.0,1376.0,0,0
33,1.45,9.1,0,0,80.3,938.0,0,0
67,0.73,19.7,0,1,68.5,1152.0,0,0
34,0.3,5.0,1,1,30.4,1723.0,1,0
81,1.64,23.1,1,1,50.5,687.0,1,0
59,0.99,25.3,1,1,64.8,1637.0,0,0
72,1.46,13.8,0,0,67.8,2017.0,0,0
43,0.81,21.5,0,0,120.0,1446.0,0,0
45,0.3,5.0,0,1,64.8,1967.0,0,0
79,2.17,8.4,0,0,25.8,614.0,1,0
60,1.86,27.2,0,1,86.6,385.0,0,0
48,0.69,24.1,1,1,85.2,1421.0,0,0
34,1.26,13.1,0,1,58.5,1007.0,1,0
64,2.14,27.7,0,1,120.0,1739.0,0,0
84,0.79,19.7,0,0,22.6,1145.0,1,0
90,0.93,11.9,0,1,101.2,1374.0,0,0
28,1.42,15.8,1,1,62.7,1340.0,0,0
20,0.79,12.5,1,1,46.2,1356.0,1,0
27,1.97,5.0,1,1,120.0,1029.0,0,0
82,1.05,33.1,0,0,88.4,618.0,1,0
30,0.49,11.2,0,1,62.5,1190.0,0,0
27,1.75,8.0,0,1,62.0,2025.0,0,0
54,0.3,5.0,0,0,76.9,996.0,0,0
54,3.01,5.0,1,1,58.5,993.0,1,0
52,2.62,26.4,0,1,102.5,1379.0,1,0
24,1.66,27.5,1,1,72.2,711.0,0,0
60,1.59,32.3,0,0,95.4,1802.0,1,0
47,1.54,16.2,1,1,75.2,759.0,0,0
26,0.76,14.1,1,1,91.7,1155.0,0,0
31,1.47,11.9,1,1,103.6,2569.0,0,0
53,0.37,13.0,0,0,112.0,729.0,0,0
52,1.65,31.4,1,0,82.3,2036.0,1,0
67,1.98,17.7,1,1,48.3,1361.0,1,0
42,0.86,22.5,0,1,65.7,1431.0,0,0
81,0.66,12.7,0,0,69.3,895.0,0,0
56,0.3,33.9,1,0,55.7,1699.0,1,0
63,2.51,5.0,1,0,51.5,1117.0,1,0
54,0.74,5.0,0,1,74.4,726.0,0,0
84,1.02,22.6,0,0,45.4,2028.0,1,0
66,1.47,39.0,1,0,40.6,1107.0,1,0
22,1.45,15.3,0,0,27.6,370.0,1,0
20,1.87,7.9,0,1,82.0,1166.0,0,0
24,0.86,30.0,0,0,78.5,1704.0,0,0
33,0.3,21.9,1,0,61.9,1624.0,0,0
46,0.3,33.5,0,1,94.9,980.0,1,0
28,0.68,5.0,1,0,45.0,811.0,1,0
34,0.34,32.5,0,0,79.5,617.0,1,0
61,0.93,5.0,1,1,71.4,1289.0,0,0
70,2.38,14.5,1,0,51.5,1375.0,1,0
82,0.86,23.0,0,1,57.7,1654.0,1,0
71,0.86,20.2,0,0,55.8,1225.0,1,0
23,1.19,30.7,0,1,76.3,1211.0,1,0
42,0.83,5.0,0,0,84.8,1161.0,0,0
34,1.14,19.7,1,1,59.3,1376.0,1,0
62,1.69,32.4,0,0,52.2,1233.0,1,0
48,2.0,18.7,1,0,73.4,1770.0,0,0
55,2.1,5.0,0,1,28.7,1455.0,1,0
32,3.05,30.1,0,1,70.9,1354.0,1,0
51,1.71,10.2,0,0,109.0,1279.0,0,0
90,3.21,8.1,0,1,52.4,829.0,1,0
78,0.5,6.6,0,0,65.6,1300.0,0,0
47,3.08,15.6,1,1,95.6,977.0,1,0
85,0.86,20.2,0,0,88.9,1473.0,0,0
61,0.95,5.0,0,1,71.5,1196.0,0,0
64,1.09,5.2,1,0,68.5,2132.0,0,0
81,1.0,9.7,1,0,39.1,669.0,1,0
76,1.28,6.5,0,0,82.3,100.0,0,0
25,0.68,18.4,1,0,36.4,1434.0,1,0
47,1.95,22.3,0,1,18.4,978.0,1,0
47,0.7,20.7,1,1,95.2,1381.0,0,0
63,1.79,20.7,1,1,79.7,682.0,0,0
49,2.57,38.1,1,0,92.0,2254.0,1,0
81,0.88,23.1,1,0,51.6,1107.0,1,0
81,1.91,27.4,0,1,81.7,946.0,0,0
20,1.7,13.0,1,1,59.0,2245.0,1,0
46,3.23,29.3,0,0,61.8,1720.0,1,0
81,0.75,12.5,0,1,94.3,1995.0,0,0
22,1.92,22.9,0,1,66.3,1214.0,0,0
89,0.3,5.0,1,1,52.6,1323.0,1,0
46,0.75,20.0,1,0,35.9,1002.0,1,0
28,1.52,6.3,0,0,79.0,943.0,0,0
81,2.45,29.2,1,0,96.5,1499.0,0,0
56,0.3,28.5,1,1,50.4,1116.0,1,0
70,1.91,12.4,0,0,87.2,2410.0,0,0
63,1.14,42.6,0,0,46.4,1721.0,1,0
43,0.3,14.6,1,1,88.7,2242.0,0,0
78,1.36,5.0,0,0,70.8,186.0,0,0
51,2.74,8.7,0,0,76.7,2248.0,1,0
71,0.3,5.5,1,1,52.6,108.0,1,0
81,1.1,22.6,1,1,78.9,670.0,0,0
77,0.31,5.0,1,1,55.1,424.0,1,0
71,0.78,11.5,1,0,59.7,1422.0,1,0
31,2.49,21.8,0,1,32.1,1291.0,1,0
58,0.96,19.7,0,1,50.7,1697.0,1,0
21,2.46,17.8,1,0,56.9,1256.0,1,0
22,2.2,19.5,0,1,77.8,1913.0,0,0
75,0.87,13.6,1,0,84.9,834.0,0,0
78,0.75,5.0,0,0,54.8,1924.0,1,0
21,0.39,13.2,0,0,65.9,1285.0,0,0
21,0.36,23.6,0,0,112.2,2478.0,0,0
73,1.52,16.4,1,0,73.3,1736.0,0,0
20,1.18,22.7,0,1,56.6,1148.0,1,0
38,0.64,11.0,0,0,28.0,1283.0,1,0
21,0.3,29.9,0,1,48.7,795.0,1,0
72,1.3,5.0,1,1,47.7,1480.0,1,0
63,0.78,19.7,0,0,119.4,1148.0,0,0
51,1.02,34.2,0,0,48.8,1662.0,1,0
89,1.47,36.0,0,1,71.3,631.0,1,0
51,0.3,15.2,1,1,79.3,1135.0,0,0
87,0.3,5.0,0,0,97.7,720.0,0,0
74,3.27,34.4,0,0,70.2,751.0,1,0
75,0.74,17.4,0,1,57.2,1603.0,1,0
36,0.3,16.1,0,0,55.6,1862.0,1,0
57,0.3,7.3,1,1,78.9,134.0,0,0
43,3.44,5.0,0,1,52.9,2231.0,1,0
88,0.57,24.8,1,0,42.4,2002.0,1,0
89,2.24,26.0,1,0,57.2,627.0,1,0
30,1.31,20.4,0,0,36.9,1713.0,1,0
35,0.76,8.8,1,1,116.3,1070.0,0,0
78,1.9,5.2,1,0,84.9,1251.0,0,0
89,0.3,5.0,1,0,110.5,1601.0,0,0
22,0.3,11.3,0,1,82.1,1540.0,0,0
39,0.76,5.9,0,0,108.1,1014.0,0,0
78,0.3,5.0,0,0,79.2,1011.0,0,0
55,0.68,25.8,1,1,88.2,1041.0,0,0
38,1.97,5.0,0,0,16.7,1871.0,1,0
86,1.32,29.8,0,1,47.1,369.0,1,0
38,2.4,22.7,0,1,70.9,1219.0,0,0
39,1.38,21.5,0,0,71.5,2086.0,0,0
90,2.09,38.0,0,0,68.1,1652.0,1,0
71,1.14,5.0,0,0,81.3,1825.0,0,0
52,0.67,28.5,0,1,82.4,1226.0,0,0
59,2.53,14.4,1,0,91.6,718.0,1,0
58,0.56,48.9,0,1,86.7,1328.0,1,0
20,1.51,13.4,1,1,100.1,956.0,0,0
30,1.89,11.5,0,0,100.3,2415.0,0,0
76,1.96,23.1,0,1,74.4,1221.0,0,0
69,0.3,15.5,1,0,120.0,1619.0,0,0
42,2.15,8.9,1,1,104.0,2151.0,0,0
50,0.32,6.4,0,1,49.8,752.0,1,0
61,1.93,35.5,1,0,79.8,160.0,1,0
26,1.68,5.0,1,0,23.9,1545.0,1,0
35,1.94,20.7,1,1,28.1,1639.0,1,0
79,0.3,30.7,0,1,57.5,1093.0,1,0
21,1.73,31.3,0,1,48.1,722.0,1,0
20,2.18,10.8,1,0,57.7,1455.0,1,0
67,1.37,15.5,1,0,78.2,1288.0,0,0
31,0.46,13.2,0,0,100.6,1461.0,0,0
88,2.03,5.0,1,1,99.3,734.0,0,0
56,1.3,24.5,0,0,80.3,1462.0,0,0
51,0.3,18.5,0,0,42.8,1710.0,1,0
28,0.39,35.3,0,1,56.1,547.0,1,0
38,0.73,8.1,1,1,85.9,2030.0,0,0
67,2.56,31.1,0,0,49.3,1427.0,1,0
22,2.4,31.9,1,0,38.3,1725.0,1,0
39,2.39,18.6,0,1,82.3,661.0,0,0
43,1.41,5.0,1,0,68.8,1641.0,0,0
73,2.02,11.8,1,0,64.7,478.0,0,0
52,0.3,39.4,1,0,97.7,826.0,1,0
43,1.21,21.6,1,1,97.2,1432.0,0,0
55,1.61,26.3,0,1,114.5,1162.0,0,0
57,0.3,16.9,0,0,53.7,1314.0,1,0
44,1.39,15.3,0,0,80.7,2264.0,0,0
37,2.72,5.0,0,1,70.5,1306.0,1,0
85,1.7,27.5,1,1,78.5,1655.0,0,0
73,2.03,31.0,0,1,41.6,1267.0,1,0
54,0.3,6.6,0,1,34.9,1252.0,1,0
80,2.6,15.9,0,1,69.0,811.0,1,0
60,1.03,14.2,0,1,48.9,1484.0,1,0
52,0.51,23.0,0,0,93.5,2568.0,0,0
87,1.04,11.5,1,0,32.5,1344.0,1,0
52,0.3,29.2,0,0,34.5,1166.0,1,0
33,2.14,18.9,0,1,59.6,1870.0,1,0
40,0.9,5.0,1,1,31.5,1811.0,1,0
67,0.54,23.3,1,1,111.9,1520.0,0,0
39,1.05,30.0,0,0,65.4,1146.0,0,0
27,2.21,5.0,1,0,54.9,1872.0,1,0
26,1.32,22.9,0,0,81.7,1360.0,0,0
86,0.3,40.0,0,0,92.1,1757.0,1,0
36,1.62,19.3,0,1,75.2,890.0,0,0
52,0.36,31.7,0,1,68.3,1007.0,1,0
67,0.3,12.7,1,0,45.4,1348.0,1,0
78,2.55,17.8,0,0,85.8,682.0,1,0
41,1.61,15.5,0,1,105.4,1115.0,0,0
49,1.13,13.4,1,0,64.5,660.0,0,0
57,0.89,16.2,0,1,48.8,528.0,1,0
70,2.46,5.0,0,0,74.5,2518.0,0,0
73,3.98,14.0,1,0,70.1,996.0,1,0
27,1.6,34.1,0,0,39.6,1039.0,1,0
46,0.3,6.4,1,0,57.4,1340.0,1,0
46,1.06,5.2,0,1,114.7,769.0,0,0
40,1.59,18.7,1,0,36.3,1049.0,1,0
49,0.3,19.3,0,0,52.7,2217.0,1,0
47,1.5,22.5,1,0,46.3,1479.0,1,0
83,1.59,16.6,0,0,48.5,1793.0,1,0
88,2.39,18.9,1,0,58.9,2087.0,1,0
80,2.3,13.8,0,1,81.2,1405.0,0,0
67,1.3,5.0,0,1,102.7,1189.0,0,0
38,2.56,17.1,0,1,75.1,583.0,1,0
23,3.03,26.7,1,0,52.9,1109.0,1,0
54,1.23,24.2,1,0,108.5,1219.0,0,0
83,1.58,5.0,0,0,18.3,896.0,1,0
68,0.3,21.0,0,0,86.8,2073.0,0,0
36,0.3,7.3,1,1,44.3,1851.0,1,0
63,0.45,34.7,0,1,68.7,1793.0,1,0
49,0.8,21.9,1,1,84.1,1242.0,0,0
65,0.3,28.8,1,0,29.9,783.0,1,0
25,1.17,18.3,1,0,73.5,1964.0,0,0
56,0.83,17.2,0,1,75.5,1468.0,0,0
43,2.16,36.0,0,0,106.6,1687.0,1,0
65,0.77,29.7,1,0,120.0,1610.0,0,0
72,0.3,19.4,1,1,31.2,1455.0,1,0
79,1.31,15.6,1,1,105.4,2300.0,0,0
82,1.19,5.0,0,1,69.1,971.0,0,0
51,0.42,21.9,0,0,49.8,1146.0,1,0
52,1.29,16.5,0,0,79.2,2121.0,0,0
86,0.3,24.6,1,0,37.4,1341.0,1,0
37,1.5,28.3,0,1,38.9,1237.0,1,0
44,3.57,32.8,0,0,26.6,1173.0,1,0
73,0.3,22.0,0,1,83.7,1640.0,0,0
77,0.74,5.4,0,1,78.2,1185.0,0,0
86,0.59,5.0,1,1,49.6,1129.0,1,0
65,0.81,8.1,0,0,108.1,1631.0,0,0
43,2.12,34.0,0,0,53.4,1347.0,1,0
51,1.69,39.9,0,1,102.1,795.0,1,0
66,1.96,15.1,0,1,73.1,1316.0,0,0
42,1.23,5.0,0,1,53.1,1997.0,1,0
85,0.3,10.2,0,0,67.1,1683.0,0,0
46,0.3,31.7,1,1,38.7,2059.0,1,0
21,1.87,10.9,0,1,75.4,934.0,0,0
36,1.35,25.1,0,0,70.8,1835.0,0,0
52,2.33,20.0,0,1,83.2,976.0,0,0
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