preprocessed_data.csv

age,bp,sg,al,su,rbc,pc,pcc,ba,bgr,bu,sc,sod,pot,hemo,pcv,wbcc,rbcc,htn,dm,cad,appet,pe,ane,class
48,80,1.02,1,0,0,0,0,0,121,36,1.2,137.6127451,4.62852459,15.4,44,7800,5.2,1,1,0,1,0,0,1
7,50,1.02,4,0,0,0,0,0,147.4035088,18,0.8,137.6127451,4.62852459,11.3,38,6000,4.707434944,0,0,0,1,0,0,1
62,80,1.01,2,3,0,0,0,0,42.3,53,1.8,137.6127451,4.62852459,9.6,31,7500,4.707434944,0,1,0,0,0,1,1
48,70,1.005,4,0,0,1,1,0,117,56,3.8,111,2.5,11.2,32,6700,3.9,1,0,0,0,1,1,1
51,80,1.01,2,0,0,0,0,0,106,26,1.4,137.6127451,4.62852459,11.6,35,7300,4.6,0,0,0,1,0,0,1
60,90,1.015,3,0,0,0,0,0,74,25,1.1,142,3.2,12.2,39,7800,4.4,1,1,0,1,1,0,1
68,70,1.01,0,0,0,0,0,0,100,54,2.4,104,4,12.4,36,8401.365188,4.707434944,0,0,0,1,0,0,1
24,76.47540984,1.015,2,4,0,1,0,0,41,31,1.1,137.6127451,4.62852459,12.4,44,6900,5,0,1,0,1,1,0,1
52,100,1.015,3,0,0,1,1,0,138,60,1.9,137.6127451,4.62852459,10.8,33,9600,4,1,1,0,1,0,1,1
53,90,1.02,2,0,1,1,1,0,70,107,7.2,114,3.7,9.5,29,12100,3.7,1,1,0,0,0,1,1
50,60,1.01,2,4,0,1,1,0,49,55,4,137.6127451,4.62852459,9.4,28,8401.365188,4.707434944,1,1,0,1,0,1,1
63,70,1.01,3,0,1,1,1,0,38,60,2.7,131,4.2,10.8,32,4500,3.8,1,1,0,0,1,0,1
68,70,1.015,3,1,0,0,1,0,208,72,2.1,138,5.8,9.7,28,12200,3.4,1,1,1,0,1,0,1
68,70,1.02,0,0,0,0,0,0,98,86,4.6,135,3.4,9.8,38.87195122,8401.365188,4.707434944,1,1,1,0,1,0,1
68,80,1.01,3,2,0,1,1,1,157,90,4.1,130,6.4,5.6,16,11000,2.6,1,1,1,0,1,0,1
40,80,1.015,3,0,0,0,0,0,76,16.2,9.6,141,4.9,7.6,24,3800,2.8,1,0,0,1,0,1,1
47,70,1.015,2,0,0,0,0,0,99,46,2.2,138,4.1,12.6,38.87195122,8401.365188,4.707434944,0,0,0,1,0,0,1
47,80,1.02,0,0,0,0,0,0,114,87,5.2,139,3.7,12.1,38.87195122,8401.365188,4.707434944,1,0,0,0,0,0,1
60,100,1.025,0,3,0,0,0,0,263,27,1.3,135,4.3,12.7,37,11400,4.3,1,1,1,1,0,0,1
62,60,1.015,1,0,0,1,1,0,100,31,1.6,137.6127451,4.62852459,10.3,30,5300,3.7,1,0,1,1,0,0,1
61,80,1.015,2,0,1,1,0,0,173,148,3.9,135,5.2,7.7,24,9200,3.2,1,1,1,0,1,1,1
60,90,1.02,0,0,0,0,0,0,147.4035088,18,7.6,4.5,4.62852459,10.9,32,6200,3.6,1,1,1,1,0,0,1
48,80,1.025,4,0,0,1,0,0,95,16.3,7.7,136,3.8,9.8,32,6900,3.4,1,0,0,1,0,1,1
42,100,1.015,4,0,0,1,0,1,147.4035088,50,1.4,129,4,11.1,39,8300,4.6,1,0,0,0,0,0,1
61,60,1.025,0,0,0,0,0,0,108,75,1.9,141,5.2,9.9,29,8400,3.7,1,1,0,1,0,1,1
75,80,1.015,0,0,0,0,0,0,156,45,2.4,140,3.4,11.6,35,10300,4,1,1,0,0,0,0,1
69,70,1.01,3,4,0,1,0,0,264,87,2.7,130,4,12.5,37,9600,4.1,1,1,1,1,1,0,1
68,70,1.005,1,0,1,1,1,0,147.4035088,28,1.4,137.6127451,4.62852459,12.9,38,8401.365188,4.707434944,0,0,1,1,0,0,1
73,90,1.015,3,0,0,1,1,0,107,33,1.5,141,4.6,10.1,30,7800,4,0,0,0,0,0,0,1
61,90,1.01,1,1,0,0,0,0,159,39,1.5,133,4.9,11.3,34,9600,4,1,1,0,0,0,0,1
60,100,1.02,2,0,1,1,0,0,140,55,2.5,137.6127451,4.62852459,10.1,29,8401.365188,4.707434944,1,0,0,0,0,0,1
70,70,1.01,1,0,0,0,1,1,171,153,5.2,137.6127451,4.62852459,12.58450292,38.87195122,8401.365188,4.707434944,0,1,0,0,0,0,1
65,90,1.02,2,1,1,0,0,0,270,39,2,137.6127451,4.62852459,12,36,9800,4.9,1,1,0,0,0,1,1
76,70,1.015,1,0,0,0,0,0,92,29,1.8,133,3.9,10.3,32,8401.365188,4.707434944,1,0,0,1,0,0,1
72,80,1.02,0,0,0,0,0,0,137,65,3.4,141,4.7,9.7,28,6900,2.5,1,1,0,0,0,1,1
69,80,1.02,3,0,1,0,0,0,147.4035088,103,4.1,132,5.9,12.5,38.87195122,8401.365188,4.707434944,1,0,0,1,0,0,1
82,80,1.01,2,2,0,0,0,0,140,70,3.4,136,4.2,13,40,9800,4.2,1,1,0,1,0,0,1
46,90,1.01,2,0,0,1,0,0,99,80,2.1,137.6127451,4.62852459,11.1,32,9100,4.1,1,0,0,1,0,0,1
45,70,1.01,0,0,0,0,0,0,147.4035088,20,0.7,137.6127451,4.62852459,12.58450292,38.87195122,8401.365188,4.707434944,0,0,0,1,1,0,1
47,100,1.01,0,0,0,0,0,0,204,29,1,139,4.2,9.7,33,9200,4.5,1,0,0,1,0,1,1
35,80,1.01,1,0,1,0,0,0,79,20.2,10.8,134,3.4,7.9,24,7900,3.1,0,1,0,1,0,0,1
54,80,1.01,3,0,1,1,0,0,207,77,6.3,134,4.8,9.7,28,8401.365188,4.707434944,1,1,0,0,1,0,1
54,80,1.02,3,0,0,1,0,0,208,89,5.9,130,4.9,9.3,38.87195122,8401.365188,4.707434944,1,1,0,0,1,0,1
48,70,1.015,0,0,0,0,0,0,124,24,1.2,142,4.2,12.4,37,6400,4.7,0,1,0,1,0,0,1
11,80,1.01,3,0,0,0,0,0,147.4035088,17,0.8,137.6127451,4.62852459,15,45,8600,4.707434944,0,0,0,1,0,0,1
73,70,1.005,0,0,0,0,0,0,70,32,0.9,125,4,10,29,3780,3.5,1,1,0,1,1,0,1
60,70,1.01,2,0,0,1,1,0,144,72,3,137.6127451,4.62852459,9.7,29,4320,3.5,1,1,0,0,0,1,1
53,60,1.02,0,0,0,0,0,0,91,114,3.25,142,4.3,8.6,28,11000,3.8,1,1,0,0,1,1,1
54,100,1.015,3,0,0,0,1,0,162,66,1.6,136,4.4,10.3,33,8401.365188,4.707434944,1,1,0,0,1,0,1
53,90,1.015,0,0,0,0,0,0,147.4035088,38,2.2,137.6127451,4.62852459,10.9,34,4300,3.7,0,0,0,0,0,1,1
62,80,1.015,0,5,0,0,0,0,246,24,1,137.6127451,4.62852459,13.6,40,8500,4.7,1,1,0,1,0,0,1
63,80,1.01,2,2,0,0,0,0,147.4035088,56.61735537,3.4,136,4.2,13,40,9800,4.2,1,0,1,1,0,0,1
35,80,1.005,3,0,1,0,0,0,147.4035088,56.61735537,2.915753425,137.6127451,4.62852459,9.5,28,8401.365188,4.707434944,0,0,0,1,1,0,1
76,70,1.015,3,4,0,1,1,0,147.4035088,16.4,9.7,131,4.4,10.2,30,11300,3.4,1,1,1,0,1,0,1
76,90,1.02,0,0,0,0,0,0,93,155,7.3,132,4.9,12.58450292,38.87195122,8401.365188,4.707434944,1,1,1,0,0,0,1
73,80,1.02,2,0,1,1,0,0,253,142,4.6,138,5.8,10.5,33,7200,4.3,1,1,1,1,0,0,1
67,90,1.02,1,0,0,1,1,0,141,66,3.2,138,6.6,12.58450292,38.87195122,8401.365188,4.707434944,1,0,0,1,0,0,1
67,80,1.01,1,3,0,1,0,0,182,39.1,3.2,163,3.9,12.58450292,38.87195122,8401.365188,4.707434944,0,0,0,1,1,0,1
15,60,1.02,3,0,0,0,0,0,86,15,0.6,138,4,11,33,7700,3.8,1,1,0,1,0,0,1
46,70,1.015,1,0,1,0,0,0,150,111,6.1,131,3.7,7.5,27,8401.365188,4.707434944,0,0,0,1,0,1,1
55,80,1.01,0,0,0,0,0,0,146,56.61735537,2.915753425,137.6127451,4.62852459,9.8,38.87195122,8401.365188,4.707434944,0,0,0,1,0,0,1
44,90,1.01,1,0,0,0,0,0,147.4035088,20,1.1,137.6127451,4.62852459,15,48,8401.365188,4.707434944,0,0,0,1,0,0,1
67,70,1.02,2,0,1,0,0,0,150,55,1.6,131,4.8,12.58450292,38.87195122,8401.365188,4.707434944,1,1,0,1,1,0,1
45,80,1.02,3,0,0,1,0,0,42.5,56.61735537,2.915753425,137.6127451,4.62852459,12.58450292,38.87195122,8401.365188,4.707434944,0,0,0,0,0,0,1
65,70,1.01,2,0,0,0,1,0,112,73,3.3,137.6127451,4.62852459,10.9,37,8401.365188,4.707434944,0,0,0,1,0,0,1
26,70,1.015,0,4,0,0,0,0,250,20,1.1,137.6127451,4.62852459,15.6,52,6900,6,0,1,0,1,0,0,1
61,80,1.015,0,4,0,0,0,0,36,19,0.7,137,4.4,15.2,44,8300,5.2,1,1,0,1,0,0,1
46,60,1.01,1,0,0,0,0,0,163,92,3.3,141,4,9.8,28,2920,3.2,1,1,0,1,0,0,1
64,90,1.01,3,3,0,1,1,0,147.4035088,35,1.3,137.6127451,4.62852459,10.3,38.87195122,8401.365188,4.707434944,1,1,0,1,1,0,1
51.2972973,100,1.015,2,0,1,1,0,0,129,107,6.7,132,4.4,4.8,14,6300,4.707434944,1,0,0,1,1,1,1
56,90,1.015,2,0,1,1,0,0,129,107,6.7,131,4.8,9.1,29,6400,3.4,1,0,0,1,0,0,1
5,76.47540984,1.015,1,0,0,0,0,0,147.4035088,16,0.7,138,3.2,8.1,38.87195122,8401.365188,4.707434944,0,0,0,1,0,1,1
48,80,1.005,4,0,1,1,0,1,133,139,8.5,132,5.5,10.3,36,6200,4,0,1,0,1,1,0,1
67,70,1.01,1,0,0,0,0,0,102,48,3.2,137,5,11.9,34,7100,3.7,1,1,0,1,1,0,1
70,80,1.02,0,0,0,0,0,0,158,85,3.2,141,3.5,10.1,30,8401.365188,4.707434944,1,0,0,1,1,0,1
56,80,1.01,1,0,0,0,0,0,165,55,1.8,137.6127451,4.62852459,13.5,40,11800,5,1,1,0,0,1,0,1
74,80,1.01,0,0,0,0,0,0,132,98,2.8,133,5,10.8,31,9400,3.8,1,1,0,1,0,0,1
45,90,1.02,0,0,0,0,0,0,36,45,2.4,128,4.4,8.3,29,5500,3.7,1,1,0,1,0,0,1
48,70,1.015,1,0,0,0,0,0,127,19,1,134,3.6,12.58450292,38.87195122,8401.365188,4.707434944,1,1,0,1,0,0,1
59,70,1.01,3,0,0,1,0,0,76,18.6,1.5,135,7.6,7.1,22,3800,2.1,1,0,0,0,1,1,1
70,100,1.005,1,0,0,1,1,0,169,47,2.9,137.6127451,4.62852459,11.1,32,5800,5,1,1,0,0,0,0,1
58,110,1.01,4,0,0,0,0,0,251,52,2.2,137.6127451,4.62852459,12.58450292,38.87195122,13200,4.7,1,1,0,1,0,0,1
50,70,1.02,0,0,0,0,0,0,109,32,1.4,139,4.7,12.58450292,38.87195122,8401.365188,4.707434944,0,0,0,0,0,0,1
63,100,1.01,2,2,0,0,0,1,280,35,3.2,143,3.5,13,40,9800,4.2,1,0,1,1,0,0,1
56,70,1.015,4,1,1,0,0,0,210,26,1.7,136,3.8,16.1,52,12500,5.6,0,0,0,1,0,0,1
71,70,1.01,3,0,0,1,1,1,219,82,3.6,133,4.4,10.4,33,5600,3.6,1,1,1,1,0,0,1
73,100,1.01,3,2,1,1,1,0,295,90,5.6,140,2.9,9.2,30,7000,3.2,1,1,1,0,0,0,1
65,70,1.01,0,0,0,0,0,0,93,66,1.6,137,4.5,11.6,36,11900,3.9,0,1,0,1,0,0,1
62,90,1.015,1,0,0,0,0,0,94,25,1.1,131,3.7,12.58450292,38.87195122,8401.365188,4.707434944,1,0,0,1,1,1,1
60,80,1.01,1,1,0,0,0,0,172,32,2.7,137.6127451,4.62852459,11.2,36,8401.365188,4.707434944,0,1,1,0,0,0,1
65,60,1.015,1,0,0,0,0,0,91,51,2.2,132,3.8,10,32,9100,4,1,1,0,0,1,0,1
50,140,1.02,0,0,0,0,0,0,101,106,6.5,135,4.3,6.2,18,5800,2.3,1,1,0,0,0,1,1
56,180,1.02,0,4,0,1,0,0,29.8,24,1.2,139,3.9,11.2,32,10400,4.2,1,1,0,0,1,0,1
34,70,1.015,4,0,1,1,0,0,153,22,0.9,133,3.8,12.58450292,38.87195122,8401.365188,4.707434944,0,0,0,1,1,0,1
71,90,1.015,2,0,0,1,1,1,88,80,4.4,139,5.7,11.3,33,10700,3.9,0,0,0,1,0,0,1
17,60,1.01,0,0,0,0,0,0,92,32,2.1,141,4.2,13.9,52,7000,4.707434944,0,0,0,1,0,0,1
76,70,1.015,2,0,0,1,1,0,226,21.7,10.2,137.6127451,4.62852459,10.2,36,12700,4.2,1,0,0,0,1,1,1
65,80,1.015,0,0,0,0,0,0,115,32,11.5,139,4,14.1,42,6800,5.2,0,0,0,1,0,0,1
50,90,1.02,0,0,0,0,0,0,89,118,6.1,127,4.4,6,17,6500,4.707434944,1,1,0,1,1,1,1
55,100,1.015,1,4,0,0,0,0,297,53,2.8,139,4.5,11.2,34,2720,4.4,1,1,0,1,0,0,1
45,80,1.015,0,0,0,1,0,0,107,15,1,141,4.2,11.8,37,10200,4.2,0,0,0,1,0,0,1
63,90,1.015,0,0,0,0,0,0,123,19,2,142,3.8,11.7,34,11400,4.7,0,0,0,1,0,0,1
65,80,1.01,3,3,0,0,0,0,294,71,4.4,128,5.4,10,32,9000,3.9,1,1,1,1,0,0,1
51.2972973,60,1.015,3,0,1,1,0,0,147.4035088,34,1.2,137.6127451,4.62852459,10.8,33,8401.365188,4.707434944,0,0,0,1,0,0,1
12,60,1.015,3,0,1,1,1,0,147.4035088,51,1.8,137.6127451,4.62852459,12.1,38.87195122,10300,4.707434944,0,0,0,1,0,0,1
47,80,1.01,0,0,0,1,0,0,147.4035088,28,0.9,137.6127451,4.62852459,12.4,44,5600,4.3,0,0,0,1,0,1,1
51.2972973,70,1.015,4,0,1,0,0,0,104,16,0.5,137.6127451,4.62852459,12.58450292,38.87195122,8401.365188,4.707434944,0,0,0,1,1,0,1
51.2972973,70,1.02,0,0,0,0,0,0,219,36,1.3,139,3.7,12.5,37,9800,4.4,0,0,0,1,0,0,1
55,70,1.01,3,0,0,0,0,0,99,25,1.2,137.6127451,4.62852459,11.4,38.87195122,8401.365188,4.707434944,0,0,0,0,1,0,1
60,70,1.01,0,0,0,0,0,0,140,27,1.2,137.6127451,4.62852459,12.58450292,38.87195122,8401.365188,4.707434944,0,0,0,1,0,0,1
72,90,1.025,1,3,0,0,0,0,32.3,40,2.2,137,5.3,12.6,38.87195122,8401.365188,4.707434944,0,1,1,0,0,0,1
54,60,1.02,3,0,0,0,0,0,125,21,1.3,137,3.4,15,46,8401.365188,4.707434944,1,1,0,1,1,0,1
43,80,1.015,2,3,0,1,1,1,147.4035088,30,1.1,137.6127451,4.62852459,14,42,2980,4.707434944,0,0,0,1,0,0,1
65,100,1.015,0,0,0,0,0,0,90,98,2.5,137.6127451,4.62852459,9.1,28,5500,3.6,1,0,0,1,0,0,1
70,90,1.015,0,0,0,0,0,0,144,125,4,136,4.6,12,37,8200,4.5,1,1,0,0,1,0,1
71,60,1.015,4,0,0,0,0,0,118,125,5.3,136,4.9,11.4,35,3040,4.3,1,1,0,0,1,0,1
52,90,1.015,4,3,0,1,0,0,224,16.6,5.6,133,4.7,8.1,23,5000,2.9,1,1,0,1,0,1,1
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52,80,1.025,0,0,0,0,0,0,99,25,0.8,135,3.7,15,52,6300,5.3,0,0,0,1,0,0,0
36,80,1.025,0,0,0,0,0,0,85,16,1.1,142,4.1,15.6,44,5800,6.3,0,0,0,1,0,0,0
57,80,1.02,0,0,0,0,0,0,133,48,1.2,147,4.3,14.8,46,6600,5.5,0,0,0,1,0,0,0
43,60,1.025,0,0,0,0,0,0,117,45,0.7,141,4.4,13,54,7400,5.4,0,0,0,1,0,0,0
50,80,1.02,0,0,0,0,0,0,137,46,0.8,139,5,14.1,45,9500,4.6,0,0,0,1,0,0,0
55,80,1.02,0,0,0,0,0,0,140,49,0.5,150,4.9,15.7,47,6700,4.9,0,0,0,1,0,0,0
42,70,1.025,0,0,0,0,0,0,75,31,1.2,141,3.5,16.5,54,7800,6.2,0,0,0,1,0,0,0
12,80,1.02,0,0,0,0,0,0,100,26,0.6,137,4.4,15.8,49,6600,5.4,0,0,0,1,0,0,0
17,60,1.025,0,0,0,0,0,0,114,50,1,135,4.9,14.2,51,7200,5.9,0,0,0,1,0,0,0
58,80,1.025,0,0,0,0,0,0,131,18,1.1,141,3.5,15.8,53,6800,6.1,0,0,0,1,0,0,0