ID,gender,age,dyspnea,Neu,NLR,PCT,LMR,CD4,CD8,Th/Ts,CD45                 ,LDH,CK,Myo,D-Dimer,Oxigenation,class
1,0,72,0,2.57,2.705263158,0.04,2.230675308,432.18,384.21,1.12,909.17,225,281,22,0.29,433,survival
2,0,87,0,4.53,4.355769231,0.04,2.203576574,383.93,132.15,2.91,696.09,300,153,24,3.57,476,survival
3,0,69,0,2.33,2.987179487,0.04,2.781343603,323.8,119.92,2.7,587.3,171,17.2,20,0.15,466,survival
4,1,49,1,3.63,7.26,0.04,10.82251082,,,,,186,24,34.2,0.16,314,survival
7,1,32,1,4.15,2.943262411,0.06,3.467440488,372.69,343.8,1.08,1141.25,386,183.8,35,0.17,385,survival
10,1,55,0,1.22,1.207920792,0.04,4,139.51,126.67,1.1,483.72,288,308,24,0.2,352,survival
11,1,78,0,3.17,2.536,0.05,4.423213022,496.95,246.65,2.01,1360.22,225,27,31.9,0.34,217,survival
12,1,38,0,14.96,28.22641509,0.1,1.03386392,110.13,110.7,0.99,423.16,353,132,18.2,0.13,405,survival
13,0,57,1,3.87,3.831683168,0.04,1.762529666,277.31,262.88,1.05,805.9,351,38,30,0.56,262,survival
14,0,57,0,2.78,4.276923077,0.04,2.393577847,283.3,97.72,2.9,457.07,318,43.2,27,0.21,379,survival
15,0,66,0,3.94,1.931372549,0.04,8.186195827,513.08,136.72,3.75,2013.83,278,68,22.6,0.27,252,survival
17,0,54,0,7.93,6.1953125,0.06,1.93365158,138.96,108.9,1.28,480.11,206,36.4,9.4,0.27,240,survival
18,1,68,0,3.1,4.920634921,0.04,1.533406353,,,,,226,24,11.3,,218,survival
19,1,51,1,5.37,6.469879518,0.04,3.04029304,67.35,44.83,1.5,406.23,240,65.8,37.4,0.16,289,survival
20,0,62,1,7.47,35.57142857,,0.673076923,55.12,25.38,2.17,126.81,337,18,20,0.5,168,death
22,1,55,1,1.89,4.2,0.16,2.39412641,157.46,141.59,1.11,438.95,241,34.3,11.6,,365,survival
23,0,39,0,6.22,4.712121212,0.4,6.550868486,267.3,84.29,3.17,385.52,215,44.9,11,0.11,366,survival
24,1,42,0,3.25,3.095238095,0.04,5.865594101,180.08,217.3,0.83,750.87,285,81,13,0.34,310,survival
25,1,45,1,5.39,10.78,0.05,1.645819618,142.16,133.67,1.06,535.53,258,32,5.7,0.03,227,survival
26,0,66,1,8.7,14.74576271,0.04,3.105263158,85.69,83.93,1.02,384.49,241,141.3,26.2,0.09,500,survival
27,0,70,1,6.91,19.74285714,0.04,5.305441868,41.41,45.89,0.9,267.41,321,56.6,28.8,1.29,154,survival
28,1,67,1,1.57,5.233333333,0.1,5.940594059,140.21,38.63,3.63,419.72,247,179.7,32.3,0.12,500,survival
29,1,49,1,9.2,35.38461538,0.71,1.496833621,59.09,36.3,1.63,167.73,351,62.9,16.2,0.26,164,survival
31,0,60,1,4.68,5.924050633,0.04,1.591650884,287.3,90.28,3.18,764.38,226,22.4,26,0.32,79,survival
32,0,43,1,13.7,22.45901639,0.04,1.534822866,80.45,59.64,1.35,293.12,167,16.9,15.7,0.15,544,survival
33,1,55,1,10.11,19.0754717,0.04,2.315421581,673.03,110.52,6.09,1176.11,181,76.1,,0.47,357,survival
34,1,76,1,3.07,19.1875,0.04,1.157993776,24.02,11.49,2.09,67.12,483,115,28,0.62,140,death
35,1,62,0,6.04,7.947368421,0.06,1.949317739,100.74,106.77,0.94,714.2,308,262,42.9,0.68,142,survival
36,1,68,1,6.15,10.78947368,0.04,3.0507386,46.36,104.27,0.44,321.51,488,152.7,48.9,9.79,217,death
37,0,63,1,1.04,1.253012048,0.13,6.012749928,407.61,141.08,2.89,773.41,245,,31.8,0.2,164,survival
38,0,62,1,3.55,2.795275591,0.04,7.696969697,,,,,245,44.9,29.4,0.36,433,survival
39,1,77,1,6.47,8.626666667,,1.655190678,62.78,31.16,2.01,131.6,709,153.4,354,0.63,217,death
40,0,80,1,11.58,25.17391304,0.27,4.199762622,66.09,37.57,1.76,296.05,320,90,36.2,0.4,60,survival
41,0,63,1,14.47,24.11666667,0.05,0.949968334,194.11,119.65,1.62,528.33,554,24,76.6,19.8,203,survival
42,0,60,1,2.67,3,0.04,4.944444444,185.3,173.46,1.07,645.99,452,137,42.4,0.39,85,survival
43,1,49,0,4.06,3.327868852,0.05,1.706603998,,,,,243,,14.8,0.14,286,survival
44,1,60,1,6.91,7.852272727,0.04,2.450980392,236,153.34,1.54,561.37,492,,132,0.24,657,survival
45,0,63,1,9.28,18.19607843,0.04,5.718129835,64.87,88.11,0.74,281,317,54,10.8,0.46,142,survival
46,0,71,1,12.7,23.96226415,0.05,1.069928941,231.8,64.08,3.62,653.26,573,,47.5,5.14,188,death
47,0,70,1,6.02,17.2,0.04,1.281769574,197.9,86.16,2.3,566.01,462,59.7,27.2,7.49,60,survival
48,0,44,0,2.82,4.7,0.04,2.801512817,78.1,95.41,0.82,263.59,277,62,46.4,0.46,224,survival
49,1,66,0,6.57,7.21978022,0.04,2.438501527,53.16,399.32,0.13,714.86,425,74.7,33.7,0.49,141,survival
50,0,73,0,2.83,7.075,0.04,5.47645126,48.89,30.72,1.59,272.53,582,228,54.5,0.95,139,survival
51,0,33,0,2.56,1.196261682,0.04,5.334396889,9.7.50,621.02,1.46,1962.77,144,61.4,9.3,0.13,107.4,survival
52,1,54,1,2.2,1.746031746,0.04,3.58524926,117.81,3.3721,0.35,724,327,,22.2,0.7,457,survival
53,1,80,1,2.46,5.466666667,0.04,1.710311277,68.04,59.27,1.15,360.08,342,411,189,0.95,395,death
54,0,63,1,8.54,4.908045977,0.04,3.375232775,297.09,155.04,1.92,724.67,253,107.3,25,0.49,142,survival
55,1,31,0,2.99,1.845679012,0.04,3.927653591,276.38,622.91,0.44,1233.12,187,63,12.1,0.05,331,survival
58,0,55,1,8.43,28.1,0.04,2.413127413,51.84,56.75,0.91,274.1,305,24,14.3,0.61,338,survival
60,1,70,1,6.55,8.1875,0.04,3.293807642,,,,,566,380,55.8,0.46,437,death
61,1,80,1,7.34,36.7,0.55,0.524769102,59.18,23.62,2.51,131.88,286,60,109.2,0.73,,death
62,0,53,0,5.2,2.464454976,0.04,5.228984933,547,533.98,1.03,1899.53,196,67.8,21.1,0.11,470,survival
63,0,36,0,8.95,16.27272727,0.04,1.637294594,68.39,89.77,0.76,313.76,233,24.2,18,0.22,341,survival
65,1,57,0,7.74,10.45945946,0.04,2.037108407,138.91,103.8,1.34,536,367,45.1,12.3,0.12,66,survival
66,0,53,0,3.29,4.445945946,0.04,4.287121256,222.28,110.35,2.01,437.61,322,44.7,18.2,0.58,83,survival
67,0,58,1,2.77,3.297619048,0.04,5.713119771,185,103.43,1.79,644.22,398,113.8,17.7,0.4,462,survival
68,0,82,1,6.66,6.795918367,0.11,1.723652737,227,133.83,1.7,739.2,245,21.2,31,1.34,375,survival
70,0,57,0,5.48,14.05128205,0.04,1.161128975,80.06,85.51,0.94,292.3,199,24,10.8,1.33,262,survival
71,1,64,0,4.93,5.358695652,0.04,2.145522388,322.37,160.67,2.01,840.27,245,87.8,32.9,0.25,385,survival
72,1,69,0,3.41,7.255319149,0.05,1.784764943,154.9,37.56,4.12,295.01,355,141.8,78.6,0.43,227,survival
73,1,80,1,4.02,0.799204771,0.04,12.28747313,292.55,278.09,1.05,2586.24,451,298,125,0.43,248,survival
74,0,74,1,4.99,5.802325581,0.04,1.106536284,280.34,142.89,1.96,725.04,316,52.2,90.8,7.3,234,survival
75,1,62,0,7.34,17.90243902,0.04,1.642957323,97.65,32.94,2.96,302,382,41.4,38.1,3.33,210,survival
76,1,27,0,2.56,1.673202614,0.04,5.458047945,391.36,422.96,0.93,1040.16,305,167,15,0.16,314,survival
77,0,68,1,2.76,4.380952381,0.05,2.252574371,240.9,115.5,2.09,477.15,338,148.8,55,0.39,233,death
78,1,71,1,2.8,4.666666667,0.04,2.079002079,94.07,61.15,1.54,456.7,337,259,83,0.5,258,death
79,0,68,1,15.78,26.74576271,0.12,1.297615906,280.91,214.89,1.31,862.75,430,26,50.3,0.49,597,survival
80,1,45,1,1.89,3,0.04,3.088235294,73.3,80.33,0.91,446.31,356,153.8,27,0.42,207,survival
81,0,57,1,9.94,12.58227848,0.04,4.255548373,,,,,376,,33,3.64,234,survival
82,0,57,1,1.71,2.085365854,0.04,6.676437062,172.61,202.36,0.85,526.57,183,35.7,9.5,0.18,179,survival
83,1,72,1,9.99,18.5,0.04,0.748669033,114.32,45.47,2.51,293.17,344,50.4,22.6,0.22,194,death
84,0,80,1,5.52,9.049180328,0.04,2.262275627,91.2,134.53,0.68,556.6,186,28.3,35.5,0.84,55,survival
85,1,60,1,3.27,6.055555556,0.04,3.083599817,111.18,65.89,1.69,317.26,288,29.1,24,1.82,212,survival
86,0,56,1,6.88,49.14285714,0.13,0.878955299,37.91,63.81,0.59,182.86,371,130.6,23.7,0.54,146,survival
87,0,67,1,2.4,2.285714286,0.04,4.145936982,240.25,73.67,3.26,609.26,426,158.1,30,0.05,330,survival
88,1,62,1,8.04,11.48571429,0.04,0.818435852,83.33,41.17,2.02,351.43,294,85.9,25,0.24,143,survival
88,1,53,0,9.6,12.63157895,0.04,1.756007394,148.62,89.44,1.66,682.26,887,1178,240,0.89,262,survival
89,1,80,1,12.01,33.36111111,0.03,0.734963864,76.3,22.2,3.44,183.57,328,56.1,100,1.12,160,death
90,0,70,1,3.82,8.681818182,0.04,3.117913832,105.31,70.09,1.5,336.12,295,28.2,23,1.16,153,survival
91,1,49,0,4.36,4,0.08,3.486215058,291.76,194.97,1.5,723.04,275,24,11.7,0.08,309,survival
92,0,51,1,1.37,1.397959184,0.04,3.469272161,555.41,266.95,2.08,1272.13,245,55.5,16.3,0.27,171,survival
93,0,39,0,2.16,2.057142857,0.04,8.272927829,795.5,432.59,1.84,1507.78,170,34.6,19,0.26,182,survival
94,1,53,0,2.42,3.27027027,0.31,3.915343915,286.41,59.73,4.8,636.17,827,98,70,17.8,123,death
95,0,84,0,5.56,8.825396825,0.1,2.382302893,385.41,313.06,1.23,968.9,403,94.1,26.9,6.86,107,survival
96,1,49,1,0.0552,0.08238806,0.17,1.422958479,93.48,88.18,1.06,281.58,399,71.5,18.3,0.36,407,survival
97,1,49,1,4.5,5.294117647,0.04,2.697128352,173.87,109.32,1.59,409.91,173,79.8,18,1.56,448,survival
98,1,71,1,11.67,8.518248175,0.31,0.015577387,247.15,54.08,4.57,805.93,719,63.2,103,6.41,343,death
99,0,46,0,7.09,8.056818182,0.04,2.236965861,,,,,282,177,32.2,1.37,139,survival
101,0,69,1,3.12,3.851851852,0.08,2.155172414,72.51,73.76,0.98,381.75,659,114.3,273,2.59,49,death
102,0,57,1,3.28,6.431372549,0.04,2.785667468,66.79,37.01,1.8,184.71,121,24,14,1.73,175,survival
103,0,50,0,2.35,1.958333333,0.04,3.629215182,319,202,1.58,742.82,271,24.4,8.7,1.16,278,survival
104,1,66,0,3.45,2.593984962,0.04,2.674657121,180.56,189.25,0.95,621.51,162,26,14,0.29,120,survival
105,1,42,0,0.64,0.876712329,,5.974791292,,,,,370,272.7,28,0.27,559,survival
106,1,48,0,5.87,7.932432432,0.2,2.677279305,,,,,534,130,104,0.5,264,survival
108,1,60,0,2.08,1.575757576,0.06,12.01966855,289.28,183.9,1.57,816.18,302,99.5,26,0.29,100,survival
109,1,75,0,4.69,10.19565217,0.04,0.999956524,132.74,125.02,1.06,378.46,252,73.3,20.8,0.39,144,survival
110,1,72,0,4.16,3.2,0.16,2.677100494,208.83,112.86,1.85,993.07,344,52.5,,2.54,310,survival
111,1,55,1,2.28,3.5625,0.16,2.360317168,157.46,141.59,1.11,438.95,241,34.3,11.6,,245,survival
112,0,64,0,3.33,4.324675325,0.04,2.158071749,,,,,196,,20,0.18,805,survival
113,1,74,1,8.25,12.890625,0.07,2.590568711,70.19,222.97,0.31,401.11,371,141,,0.67,176,survival
114,0,62,1,3.87,10.75,0.52,1.801801802,123.81,53.61,2.31,385.16,316,27.6,,0.71,109,survival
115,1,68,1,4.95,13.37837838,0.3,1.348396501,74.56,113.56,0.66,269.93,705,162,36,12.3,358,survival
116,1,81,0,2.34,1.659574468,0.18,3.373205742,136.11,197.47,0.69,499.8,450,608,68.8,0.2,120,survival
117,1,51,0,2.54,1.597484277,0.04,3.152510112,467.61,285.3,1.64,1024.45,260,37.3,15,0.2,171,survival
119,0,66,0,7.63,16.23404255,0.06,0.938985895,228.61,86.99,2.63,489.43,341,33,,0.52,445,survival
120,0,50,0,2.68,4,,3.091546696,142.88,128.55,1.11,426.8,244,83.7,,0.16,424,survival
121,0,48,0,3.06,3,0.04,3.773305712,73.16,120.61,0.61,389.88,131,46.3,29.6,0.18,168,survival
122,1,65,1,9.51,14.63076923,0.13,2.714780938,78.22,68.48,1.14,358.7,709,87.3,40,0.36,307,survival
123,1,53,1,19.01,31.16393443,0.23,1.521197007,48.93,36.52,1.34,345.09,195,24,20.3,0.56,100,survival
124,0,60,0,2.02,1.616,,3.07957625,250.83,90.78,2.76,571.35,271,35.2,10.1,0.22,131,survival
125,1,68,1,6.9,8.117647059,0.04,1.686976541,205.9,118.53,1.74,529.78,233,59,,1.07,527,survival
126,1,56,1,2.64,4.474576271,0.04,5.336951606,78.77,194.01,0.41,474.7,272,174.4,,0.09,170,survival
127,1,81,0,18.8,33.57142857,0.9,1.227827841,55.39,19.1,2.9,173.81,375,211,191,60.14,400,death
128,1,76,0,6.64,10.21538462,0.08,1.259397039,87.9,61.42,1.43,249.05,341,48,27.8,14.92,291,survival
129,0,55,1,1.91,2.652777778,0.04,2.033898305,94.15,93.29,1.01,361.53,441,116,29.1,2.09,102,survival
130,1,56,0,3.28,3.123809524,0.04,2.293077091,252.86,143.05,1.77,581.04,450,139.1,33.1,0.08,194,survival
131,0,70,1,5.67,9.45,0.08,1.85528757,187.22,117,1.59,583,231,76.8,29,0.55,357,survival
132,0,51,1,2.46,5.466666667,0.04,1.904761905,96.81,146.88,0.66,418.7,206,35.3,29.5,0.5,220,survival
133,0,53,1,10.28,11.2967033,0.05,1.683626272,118.4,120.89,0.98,662.22,597,100.7,38,1.56,269,survival