processed_kidney_data.csv

age,blood_pressure,specific_gravity,albumin,sugar,red_blood_cells,pus_cell,pus_cell_clumps,bacteria,blood_glucose_random,blood_urea,serum_creatinine,sodium,potassium,haemoglobin,packed_cell_volume,white_blood_cell_count,red_blood_cell_count,hypertension,diabetes_mellitus,coronary_artery_disease,appetite,peda_edema,aanemia,class
48.0,80.0,1.02,1.0,0.0,1,1,0,0,121.0,36.0,1.2,140.0,4.22,15.4,32,72,34,1,1,0,0,0,0,0
7.0,50.0,1.02,4.0,0.0,1,1,0,0,110.4,18.0,0.8,137.8,4.0200000000000005,11.3,26,56,34,0,0,0,0,0,0,0
62.0,80.0,1.01,2.0,3.0,1,1,0,0,423.0,53.0,1.8,136.2,4.32,9.6,19,70,34,0,1,0,1,0,1,0
48.0,70.0,1.005,4.0,0.0,1,0,1,0,117.0,56.0,3.8,111.0,2.5,11.2,20,62,19,1,0,0,1,1,1,0
51.0,80.0,1.01,2.0,0.0,1,1,0,0,106.0,26.0,1.4,138.4,4.26,11.6,23,68,27,0,0,0,0,0,0,0
60.0,90.0,1.015,3.0,0.0,1,1,0,0,74.0,25.0,1.1,142.0,3.2,12.2,27,72,25,1,1,0,0,1,0,0
68.0,70.0,1.01,0.0,0.0,1,1,0,0,100.0,54.0,24.0,104.0,4.0,12.4,24,90,34,0,0,0,0,0,0,0
24.0,66.0,1.015,2.0,4.0,1,0,0,0,410.0,31.0,1.1,137.8,4.14,12.4,32,64,31,0,1,0,0,1,0,0
52.0,100.0,1.015,3.0,0.0,1,0,1,0,138.0,60.0,1.9,140.0,4.9799999999999995,10.8,21,88,21,1,1,0,0,0,1,0
53.0,90.0,1.02,2.0,0.0,0,0,1,0,70.0,107.0,7.2,114.0,3.7,9.5,17,18,17,1,1,0,1,0,1,0
50.0,60.0,1.01,2.0,4.0,1,0,1,0,490.0,55.0,4.0,139.0,4.56,9.4,16,90,34,1,1,0,0,0,1,0
63.0,70.0,1.01,3.0,0.0,0,0,1,0,380.0,60.0,2.7,131.0,4.2,10.8,20,43,18,1,1,0,1,1,0,0
68.0,70.0,1.015,3.0,1.0,1,1,1,0,208.0,72.0,2.1,138.0,5.8,9.7,16,19,14,1,1,1,1,1,0,0
68.0,70.0,1.018,1.0,0.4,1,1,0,0,98.0,86.0,4.6,135.0,3.4,9.8,29,90,34,1,1,1,1,1,0,0
68.0,80.0,1.01,3.0,2.0,1,0,1,1,157.0,90.0,4.1,130.0,6.4,5.6,4,10,5,1,1,1,1,1,0,0
40.0,80.0,1.015,3.0,0.0,1,1,0,0,76.0,162.0,9.6,141.0,4.9,7.6,12,39,7,1,0,0,0,0,1,0
47.0,70.0,1.015,2.0,0.0,1,1,0,0,99.0,46.0,2.2,138.0,4.1,12.6,29,90,34,0,0,0,0,0,0,0
47.0,80.0,1.012,1.6,0.4,1,1,0,0,114.0,87.0,5.2,139.0,3.7,12.1,29,90,34,1,0,0,1,0,0,0
60.0,100.0,1.025,0.0,3.0,1,1,0,0,263.0,27.0,1.3,135.0,4.3,12.7,25,13,24,1,1,1,0,0,0,0
62.0,60.0,1.015,1.0,0.0,1,0,1,0,100.0,31.0,1.6,142.8,4.02,10.3,18,49,17,1,0,1,0,0,0,0
61.0,80.0,1.015,2.0,0.0,0,0,0,0,173.0,148.0,3.9,135.0,5.2,7.7,12,84,12,1,1,1,1,1,1,0
60.0,90.0,1.0150000000000001,0.8,0.8,1,1,0,0,223.0,180.0,76.0,4.5,5.18,10.9,20,57,16,1,1,1,0,0,0,0
48.0,80.0,1.025,4.0,0.0,1,0,0,0,95.0,163.0,7.7,136.0,3.8,9.8,20,64,14,1,0,0,0,0,1,0
21.0,70.0,1.01,0.0,0.0,1,1,0,0,159.0,65.2,2.5999999999999996,136.0,3.96,12.719999999999999,29,90,34,0,0,0,1,0,1,0
42.0,100.0,1.015,4.0,0.0,1,0,0,1,207.8,50.0,1.4,129.0,4.0,11.1,27,77,27,1,0,0,1,0,0,0
61.0,60.0,1.025,0.0,0.0,1,1,0,0,108.0,75.0,1.9,141.0,5.2,9.9,17,78,17,1,1,0,0,0,1,0
75.0,80.0,1.015,0.0,0.0,1,1,0,0,156.0,45.0,2.4,140.0,3.4,11.6,23,4,20,1,1,0,1,0,0,0
69.0,70.0,1.01,3.0,4.0,1,0,0,0,264.0,87.0,2.7,130.0,4.0,12.5,25,88,22,1,1,1,0,1,0,0
75.0,70.0,1.018,1.0,3.0,1,1,0,0,123.0,31.0,1.4,140.2,4.24,14.319999999999999,29,90,34,0,1,0,0,0,0,0
68.0,70.0,1.005,1.0,0.0,0,0,1,0,180.8,28.0,1.4,138.2,4.5,12.9,26,90,34,0,0,1,0,0,0,0
44.8,70.0,1.0190000000000001,0.0,0.0,1,1,0,0,93.0,155.0,7.3,132.0,4.9,13.440000000000001,29,90,34,1,1,0,0,0,0,0
73.0,90.0,1.015,3.0,0.0,1,0,1,0,107.0,33.0,1.5,141.0,4.6,10.1,18,72,20,0,0,0,1,0,0,0
61.0,90.0,1.01,1.0,1.0,1,1,0,0,159.0,39.0,1.5,133.0,4.9,11.3,22,88,21,1,1,0,1,0,0,0
60.0,100.0,1.02,2.0,0.0,0,0,0,0,140.0,55.0,2.5,140.0,4.8,10.1,17,90,34,1,0,0,1,0,0,0
70.0,70.0,1.01,1.0,0.0,1,1,1,1,171.0,153.0,5.2,135.4,4.539999999999999,14.84,29,90,34,0,1,0,1,0,0,0
65.0,90.0,1.02,2.0,1.0,0,1,0,0,270.0,39.0,2.0,137.8,4.08,12.0,24,90,30,1,1,0,1,0,1,0
76.0,70.0,1.015,1.0,0.0,1,1,0,0,92.0,29.0,1.8,133.0,3.9,10.3,20,90,34,1,0,0,0,0,0,0
72.0,80.0,1.0150000000000001,1.4,1.2,1,1,0,0,137.0,65.0,3.4,141.0,4.7,9.7,16,64,4,1,1,0,1,0,1,0
69.0,80.0,1.02,3.0,0.0,0,1,0,0,178.2,103.0,4.1,132.0,5.9,12.5,29,90,34,1,0,0,0,0,0,0
82.0,80.0,1.01,2.0,2.0,1,1,0,0,140.0,70.0,3.4,136.0,4.2,13.0,28,90,23,1,1,0,0,0,0,0
46.0,90.0,1.01,2.0,0.0,1,0,0,0,99.0,80.0,2.1,136.2,4.799999999999999,11.1,20,83,22,1,0,0,0,0,0,0
45.0,70.0,1.01,0.0,0.0,1,1,0,0,113.6,20.0,0.7,139.2,3.9800000000000004,13.080000000000002,29,90,34,0,0,0,0,1,0,0
47.0,100.0,1.01,0.0,0.0,1,1,0,0,204.0,29.0,1.0,139.0,4.2,9.7,21,84,26,1,0,0,0,0,1,0
35.0,80.0,1.01,1.0,0.0,0,1,0,0,79.0,202.0,10.8,134.0,3.4,7.9,12,73,11,0,1,0,0,0,0,0
54.0,80.0,1.01,3.0,0.0,0,0,0,0,207.0,77.0,6.3,134.0,4.8,9.7,16,90,34,1,1,0,1,1,0,0
54.0,80.0,1.02,3.0,0.0,1,0,0,0,208.0,89.0,5.9,130.0,4.9,9.3,29,90,34,1,1,0,1,1,0,0
48.0,70.0,1.015,0.0,0.0,1,1,0,0,124.0,24.0,1.2,142.0,4.2,12.4,25,59,28,0,1,0,0,0,0,0
11.0,80.0,1.01,3.0,0.0,1,1,0,0,118.2,17.0,0.8,137.8,3.9799999999999995,15.0,33,80,34,0,0,0,0,0,0,0
73.0,70.0,1.005,0.0,0.0,1,1,0,0,70.0,32.0,0.9,125.0,4.0,10.0,17,33,15,1,1,0,0,1,0,0
60.0,70.0,1.01,2.0,0.0,1,0,1,0,144.0,72.0,3.0,136.0,4.52,9.7,17,35,15,1,1,0,1,0,1,0
53.0,60.0,1.0189999999999997,0.8,0.0,1,1,0,0,91.0,114.0,3.25,142.0,4.3,8.6,16,10,18,1,1,0,1,1,1,0
54.0,100.0,1.015,3.0,0.0,1,1,1,0,162.0,66.0,1.6,136.0,4.4,10.3,21,90,34,1,1,0,1,1,0,0
53.0,90.0,1.015,0.0,0.0,1,1,0,0,165.2,38.0,2.2,138.2,4.18,10.9,22,42,17,0,0,0,1,0,1,0
62.0,80.0,1.015,0.0,5.0,1,1,0,0,246.0,24.0,1.0,138.2,4.8,13.6,28,79,28,1,1,0,0,0,0,0
63.0,80.0,1.01,2.0,2.0,1,1,0,0,283.2,52.2,3.4,136.0,4.2,13.0,28,90,23,1,0,1,0,0,0,0
35.0,80.0,1.005,3.0,0.0,0,1,0,0,101.4,89.6,4.54,140.2,3.9200000000000004,9.5,16,90,34,0,0,0,0,1,0,0
76.0,70.0,1.015,3.0,4.0,1,0,1,0,156.6,164.0,9.7,131.0,4.4,10.2,18,12,14,1,1,1,1,1,0,0
76.0,90.0,1.017,1.8,1.6,1,1,0,0,93.0,155.0,7.3,132.0,4.9,11.62,29,90,34,1,1,1,1,0,0,0
73.0,80.0,1.02,2.0,0.0,0,0,0,0,253.0,142.0,4.6,138.0,5.8,10.5,21,67,24,1,1,1,0,0,0,0
59.0,100.0,1.0139999999999998,2.0,1.0,1,1,0,0,204.4,96.0,6.4,134.4,3.9599999999999995,6.6,29,90,34,1,1,0,0,0,1,0
67.0,90.0,1.02,1.0,0.0,1,0,1,0,141.0,66.0,3.2,138.0,6.6,12.02,29,90,34,1,0,0,0,0,0,0
67.0,80.0,1.01,1.0,3.0,1,0,0,0,182.0,391.0,32.0,163.0,39.0,12.76,29,90,34,0,0,0,0,1,0,0
15.0,60.0,1.02,3.0,0.0,1,1,0,0,86.0,15.0,0.6,138.0,4.0,11.0,21,71,18,1,1,0,0,0,0,0
46.0,70.0,1.015,1.0,0.0,0,1,0,0,150.0,111.0,6.1,131.0,3.7,7.5,15,90,34,0,0,0,0,0,1,0
55.0,80.0,1.01,0.0,0.0,1,1,0,0,146.0,48.2,3.06,136.8,4.88,9.8,29,90,34,0,0,0,0,0,0,0
44.0,90.0,1.01,1.0,0.0,1,1,0,0,109.4,20.0,1.1,141.4,4.32,15.0,36,90,34,0,0,0,0,0,0,0
67.0,70.0,1.02,2.0,0.0,0,1,0,0,150.0,55.0,1.6,131.0,4.8,12.940000000000001,1,90,34,1,1,0,0,1,0,0
45.0,80.0,1.02,3.0,0.0,1,0,0,0,425.0,33.2,1.3199999999999998,131.8,4.9799999999999995,12.940000000000001,29,90,34,0,0,0,1,0,0,0
65.0,70.0,1.01,2.0,0.0,1,1,1,0,112.0,73.0,3.3,137.8,4.56,10.9,25,90,34,0,0,0,0,0,0,0
26.0,70.0,1.015,0.0,4.0,1,1,0,0,250.0,20.0,1.1,139.8,4.08,15.6,40,64,42,0,1,0,0,0,0,0
61.0,80.0,1.015,0.0,4.0,1,1,0,0,360.0,19.0,0.7,137.0,4.4,15.2,32,77,34,1,1,0,0,0,0,0
46.0,60.0,1.01,1.0,0.0,1,1,0,0,163.0,92.0,3.3,141.0,4.0,9.8,16,27,12,1,1,0,0,0,0,0
64.0,90.0,1.01,3.0,3.0,1,0,1,0,232.4,35.0,1.3,138.0,4.4799999999999995,10.3,29,90,34,1,1,0,0,1,0,0
46.2,100.0,1.015,2.0,0.0,0,0,0,0,129.0,107.0,6.7,132.0,4.4,4.8,2,58,34,1,0,0,0,1,1,0
56.0,90.0,1.015,2.0,0.0,0,0,0,0,129.0,107.0,6.7,131.0,4.8,9.1,17,59,14,1,0,0,0,0,0,0
5.0,62.0,1.015,1.0,0.0,1,1,0,0,114.8,16.0,0.7,138.0,3.2,8.1,29,90,34,0,0,0,0,0,1,0
48.0,80.0,1.005,4.0,0.0,0,0,0,1,133.0,139.0,8.5,132.0,5.5,10.3,24,0,20,0,1,0,0,1,0,0
67.0,70.0,1.01,1.0,0.0,1,1,0,0,102.0,48.0,3.2,137.0,5.0,11.9,22,66,17,1,1,0,0,1,0,0
70.0,80.0,1.014,2.0,1.2,1,1,0,0,158.0,85.0,3.2,141.0,3.5,10.1,18,90,34,1,0,0,0,1,0,0
56.0,80.0,1.01,1.0,0.0,1,1,0,0,165.0,55.0,1.8,137.4,3.88,13.5,28,15,32,1,1,0,1,1,0,0
74.0,80.0,1.01,0.0,0.0,1,1,0,0,132.0,98.0,2.8,133.0,5.0,10.8,19,86,18,1,1,0,0,0,0,0
45.0,90.0,1.013,2.0,0.6,1,1,0,0,360.0,45.0,2.4,128.0,4.4,8.3,17,51,17,1,1,0,0,0,0,0
38.0,70.0,1.013,1.4,0.0,1,1,0,0,104.0,77.0,1.9,140.0,3.9,11.68,29,90,34,1,0,0,1,1,0,0
48.0,70.0,1.015,1.0,0.0,1,1,0,0,127.0,19.0,1.0,134.0,3.6,13.4,29,90,34,1,1,0,0,0,0,0
59.0,70.0,1.01,3.0,0.0,1,0,0,0,76.0,186.0,15.0,135.0,7.6,7.1,10,39,1,1,0,0,1,1,1,0
70.0,70.0,1.015,2.0,1.0,1,1,0,0,203.4,46.0,1.5,137.8,4.539999999999999,9.9,29,90,34,0,1,0,1,1,0,0
56.0,80.0,1.0139999999999998,1.0,0.8,1,1,0,0,415.0,37.0,1.9,137.0,4.34,12.180000000000001,29,90,34,0,1,0,0,0,0,0
70.0,100.0,1.005,1.0,0.0,1,0,1,0,169.0,47.0,2.9,137.6,4.42,11.1,20,54,31,1,1,0,1,0,0,0
58.0,110.0,1.01,4.0,0.0,1,1,0,0,251.0,52.0,2.2,135.0,4.18,11.46,29,25,28,1,1,0,0,0,0,0
50.0,70.0,1.02,0.0,0.0,1,1,0,0,109.0,32.0,1.4,139.0,4.7,15.260000000000002,29,90,34,0,0,0,1,0,0,0
63.0,100.0,1.01,2.0,2.0,1,1,0,1,280.0,35.0,3.2,143.0,3.5,13.0,28,90,23,1,0,1,0,0,0,0
56.0,70.0,1.015,4.0,1.0,0,1,0,0,210.0,26.0,1.7,136.0,3.8,16.1,40,22,38,0,0,0,0,0,0,0
71.0,70.0,1.01,3.0,0.0,1,0,1,1,219.0,82.0,3.6,133.0,4.4,10.4,21,52,16,1,1,1,0,0,0,0
73.0,100.0,1.01,3.0,2.0,0,0,1,0,295.0,90.0,5.6,140.0,2.9,9.2,18,65,12,1,1,1,1,0,0,0
65.0,70.0,1.01,0.0,0.0,1,1,0,0,93.0,66.0,1.6,137.0,4.5,11.6,24,16,19,0,1,0,0,0,0,0
62.0,90.0,1.015,1.0,0.0,1,1,0,0,94.0,25.0,1.1,131.0,3.7,12.280000000000001,29,90,34,1,0,0,0,1,1,0
60.0,80.0,1.01,1.0,1.0,1,1,0,0,172.0,32.0,2.7,137.4,3.8800000000000003,11.2,24,90,34,0,1,1,1,0,0,0
65.0,60.0,1.015,1.0,0.0,1,1,0,0,91.0,51.0,2.2,132.0,3.8,10.0,20,83,21,1,1,0,1,1,0,0
50.0,140.0,1.0139999999999998,2.2,0.0,1,1,0,0,101.0,106.0,6.5,135.0,4.3,6.2,6,54,2,1,1,0,1,0,1,0
56.0,180.0,1.013,0.0,4.0,1,0,0,0,298.0,24.0,1.2,139.0,3.9,11.2,20,5,23,1,1,0,1,1,0,0
34.0,70.0,1.015,4.0,0.0,0,0,0,0,153.0,22.0,0.9,133.0,3.8,13.26,29,90,34,0,0,0,0,1,0,0
71.0,90.0,1.015,2.0,0.0,1,0,1,1,88.0,80.0,4.4,139.0,5.7,11.3,21,7,19,0,0,0,0,0,0,0
17.0,60.0,1.01,0.0,0.0,1,1,0,0,92.0,32.0,2.1,141.0,4.2,13.9,40,65,34,0,0,0,0,0,0,0
76.0,70.0,1.015,2.0,0.0,1,0,1,0,226.0,217.0,10.2,127.6,4.5,10.2,24,23,23,1,0,0,1,1,1,0
55.0,90.0,1.013,1.2,0.8,1,1,0,0,143.0,88.0,2.0,135.2,5.1,9.860000000000001,29,90,34,1,1,0,1,1,0,0
65.0,80.0,1.015,0.0,0.0,1,1,0,0,115.0,32.0,11.5,139.0,4.0,14.1,30,63,34,0,0,0,0,0,0,0
50.0,90.0,1.016,1.0,1.2,1,1,0,0,89.0,118.0,6.1,127.0,4.4,6.0,5,60,34,1,1,0,0,1,1,0
55.0,100.0,1.015,1.0,4.0,1,1,0,0,297.0,53.0,2.8,139.0,4.5,11.2,22,26,25,1,1,0,0,0,0,0
45.0,80.0,1.015,0.0,0.0,1,0,0,0,107.0,15.0,1.0,141.0,4.2,11.8,25,3,23,0,0,0,0,0,0,0
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