"age","dyspnea","NLR","LMR","CD8","Th.Ts","CD45","LDH","CK","Myo","D.Dimer","class","death","survival","predclass"
76,"1",19.1875,1.157993776,11.49,2.09,67.12,483,115,28,0.62,"death",0.99,0.01,"death"
68,"1",10.78947368,3.0507386,104.27,0.44,321.51,488,152.7,48.9,9.79,"death",0.982,0.018,"death"
77,"1",8.626666667,1.655190678,31.16,2.01,131.6,709,153.4,354,0.63,"death",1,0,"death"
71,"1",23.96226415,1.069928941,64.08,3.62,653.26,573,64.5,47.5,5.14,"death",0.994,0.006,"death"
80,"1",5.466666667,1.710311277,59.27,1.15,360.08,342,411,189,0.95,"death",0.998,0.002,"death"
80,"1",36.7,0.524769102,23.62,2.51,131.88,286,60,109.2,0.73,"death",0.992,0.008,"death"
68,"1",4.380952381,2.252574371,115.5,2.09,477.15,338,148.8,55,0.39,"death",0.992,0.008,"death"
71,"1",4.666666667,2.079002079,61.15,1.54,456.7,337,259,83,0.5,"death",1,0,"death"
80,"1",33.36111111,0.734963864,22.2,3.44,183.57,328,56.1,100,1.12,"death",0.996,0.004,"death"
71,"1",8.518248175,0.015577387,54.08,4.57,805.93,719,63.2,103,6.41,"death",0.978,0.022,"death"
69,"1",3.851851852,2.155172414,73.76,0.98,381.75,659,114.3,273,2.59,"death",1,0,"death"
81,"0",33.57142857,1.227827841,19.1,2.9,173.81,375,211,191,60.14,"death",0.974,0.026,"death"
68,"1",10.78947368,3.0507386,104.27,0.44,321.51,488,152.7,48.9,9.79,"death",0.982,0.018,"death"
71,"1",23.96226415,1.069928941,64.08,3.62,653.26,573,64.5,47.5,5.14,"death",0.994,0.006,"death"
68,"1",4.380952381,2.252574371,115.5,2.09,477.15,338,148.8,55,0.39,"death",0.992,0.008,"death"
72,"1",18.5,0.748669033,45.47,2.51,293.17,344,50.4,22.6,0.22,"death",0.898,0.102,"death"
76,"1",19.1875,1.157993776,11.49,2.09,67.12,483,115,28,0.62,"death",0.99,0.01,"death"
80,"1",5.466666667,1.710311277,59.27,1.15,360.08,342,411,189,0.95,"death",0.998,0.002,"death"
80,"1",36.7,0.524769102,23.62,2.51,131.88,286,60,109.2,0.73,"death",0.992,0.008,"death"
76,"1",19.1875,1.157993776,11.49,2.09,67.12,483,115,28,0.62,"death",0.99,0.01,"death"
68,"1",10.78947368,3.0507386,104.27,0.44,321.51,488,152.7,48.9,9.79,"death",0.982,0.018,"death"
80,"1",33.36111111,0.734963864,22.2,3.44,183.57,328,56.1,100,1.12,"death",0.996,0.004,"death"
71,"1",23.96226415,1.069928941,64.08,3.62,653.26,573,64.5,47.5,5.14,"death",0.994,0.006,"death"
72,"1",18.5,0.748669033,45.47,2.51,293.17,344,50.4,22.6,0.22,"death",0.898,0.102,"death"
80,"1",5.466666667,1.710311277,59.27,1.15,360.08,342,411,189,0.95,"death",0.998,0.002,"death"
71,"1",4.666666667,2.079002079,61.15,1.54,456.7,337,259,83,0.5,"death",1,0,"death"
80,"1",5.466666667,1.710311277,59.27,1.15,360.08,342,411,189,0.95,"death",0.998,0.002,"death"
77,"1",8.626666667,1.655190678,31.16,2.01,131.6,709,153.4,354,0.63,"death",1,0,"death"
69,"1",3.851851852,2.155172414,73.76,0.98,381.75,659,114.3,273,2.59,"death",1,0,"death"
68,"1",10.78947368,3.0507386,104.27,0.44,321.51,488,152.7,48.9,9.79,"death",0.982,0.018,"death"
69,"1",3.851851852,2.155172414,73.76,0.98,381.75,659,114.3,273,2.59,"death",1,0,"death"
71,"1",4.666666667,2.079002079,61.15,1.54,456.7,337,259,83,0.5,"death",1,0,"death"
77,"1",8.626666667,1.655190678,31.16,2.01,131.6,709,153.4,354,0.63,"death",1,0,"death"
68,"1",4.380952381,2.252574371,115.5,2.09,477.15,338,148.8,55,0.39,"death",0.992,0.008,"death"
71,"1",4.666666667,2.079002079,61.15,1.54,456.7,337,259,83,0.5,"death",1,0,"death"
80,"1",36.7,0.524769102,23.62,2.51,131.88,286,60,109.2,0.73,"death",0.992,0.008,"death"
53,"0",3.27027027,3.915343915,59.73,4.8,636.17,827,98,70,17.8,"death",0.978,0.022,"death"
69,"1",3.851851852,2.155172414,73.76,0.98,381.75,659,114.3,273,2.59,"death",1,0,"death"
76,"1",19.1875,1.157993776,11.49,2.09,67.12,483,115,28,0.62,"death",0.99,0.01,"death"
70,"1",8.1875,3.293807642,109.32,1.5,483.72,566,380,55.8,0.46,"death",0.978,0.022,"death"
68,"1",4.380952381,2.252574371,115.5,2.09,477.15,338,148.8,55,0.39,"death",0.992,0.008,"death"
69,"1",3.851851852,2.155172414,73.76,0.98,381.75,659,114.3,273,2.59,"death",1,0,"death"
69,"1",3.851851852,2.155172414,73.76,0.98,381.75,659,114.3,273,2.59,"death",1,0,"death"
53,"0",3.27027027,3.915343915,59.73,4.8,636.17,827,98,70,17.8,"death",0.978,0.022,"death"
68,"1",4.380952381,2.252574371,115.5,2.09,477.15,338,148.8,55,0.39,"death",0.992,0.008,"death"
77,"1",8.626666667,1.655190678,31.16,2.01,131.6,709,153.4,354,0.63,"death",1,0,"death"
77,"1",8.626666667,1.655190678,31.16,2.01,131.6,709,153.4,354,0.63,"death",1,0,"death"
81,"0",33.57142857,1.227827841,19.1,2.9,173.81,375,211,191,60.14,"death",0.974,0.026,"death"
81,"0",33.57142857,1.227827841,19.1,2.9,173.81,375,211,191,60.14,"death",0.974,0.026,"death"
80,"1",36.7,0.524769102,23.62,2.51,131.88,286,60,109.2,0.73,"death",0.992,0.008,"death"
80,"1",5.466666667,1.710311277,59.27,1.15,360.08,342,411,189,0.95,"death",0.998,0.002,"death"
53,"0",3.27027027,3.915343915,59.73,4.8,636.17,827,98,70,17.8,"death",0.978,0.022,"death"
68,"1",4.380952381,2.252574371,115.5,2.09,477.15,338,148.8,55,0.39,"death",0.992,0.008,"death"
71,"1",4.666666667,2.079002079,61.15,1.54,456.7,337,259,83,0.5,"death",1,0,"death"
69,"1",3.851851852,2.155172414,73.76,0.98,381.75,659,114.3,273,2.59,"death",1,0,"death"
69,"1",3.851851852,2.155172414,73.76,0.98,381.75,659,114.3,273,2.59,"death",1,0,"death"
71,"1",4.666666667,2.079002079,61.15,1.54,456.7,337,259,83,0.5,"death",1,0,"death"
69,"1",3.851851852,2.155172414,73.76,0.98,381.75,659,114.3,273,2.59,"death",1,0,"death"
62,"1",35.57142857,0.673076923,25.38,2.17,126.81,337,18,20,0.5,"death",0.956,0.044,"death"
80,"1",5.466666667,1.710311277,59.27,1.15,360.08,342,411,189,0.95,"death",0.998,0.002,"death"
68,"1",10.78947368,3.0507386,104.27,0.44,321.51,488,152.7,48.9,9.79,"death",0.982,0.018,"death"
62,"1",35.57142857,0.673076923,25.38,2.17,126.81,337,18,20,0.5,"death",0.956,0.044,"death"
68,"1",4.380952381,2.252574371,115.5,2.09,477.15,338,148.8,55,0.39,"death",0.992,0.008,"death"
76,"1",19.1875,1.157993776,11.49,2.09,67.12,483,115,28,0.62,"death",0.99,0.01,"death"
68,"1",4.380952381,2.252574371,115.5,2.09,477.15,338,148.8,55,0.39,"death",0.992,0.008,"death"
71,"1",8.518248175,0.015577387,54.08,4.57,805.93,719,63.2,103,6.41,"death",0.978,0.022,"death"
70,"1",8.1875,3.293807642,109.32,1.5,483.72,566,380,55.8,0.46,"death",0.978,0.022,"death"
69,"1",3.851851852,2.155172414,73.76,0.98,381.75,659,114.3,273,2.59,"death",1,0,"death"
81,"0",33.57142857,1.227827841,19.1,2.9,173.81,375,211,191,60.14,"death",0.974,0.026,"death"
71,"1",4.666666667,2.079002079,61.15,1.54,456.7,337,259,83,0.5,"death",1,0,"death"
53,"0",3.27027027,3.915343915,59.73,4.8,636.17,827,98,70,17.8,"death",0.978,0.022,"death"
71,"1",8.518248175,0.015577387,54.08,4.57,805.93,719,63.2,103,6.41,"death",0.978,0.022,"death"
71,"1",23.96226415,1.069928941,64.08,3.62,653.26,573,64.5,47.5,5.14,"death",0.994,0.006,"death"
80,"1",33.36111111,0.734963864,22.2,3.44,183.57,328,56.1,100,1.12,"death",0.996,0.004,"death"
62,"1",35.57142857,0.673076923,25.38,2.17,126.81,337,18,20,0.5,"death",0.956,0.044,"death"
70,"1",8.1875,3.293807642,109.32,1.5,483.72,566,380,55.8,0.46,"death",0.978,0.022,"death"
80,"1",33.36111111,0.734963864,22.2,3.44,183.57,328,56.1,100,1.12,"death",0.996,0.004,"death"
76,"1",19.1875,1.157993776,11.49,2.09,67.12,483,115,28,0.62,"death",0.99,0.01,"death"
70,"1",8.1875,3.293807642,109.32,1.5,483.72,566,380,55.8,0.46,"death",0.978,0.022,"death"
80,"1",33.36111111,0.734963864,22.2,3.44,183.57,328,56.1,100,1.12,"death",0.996,0.004,"death"
70,"1",8.1875,3.293807642,109.32,1.5,483.72,566,380,55.8,0.46,"death",0.978,0.022,"death"
69,"1",3.851851852,2.155172414,73.76,0.98,381.75,659,114.3,273,2.59,"death",1,0,"death"
71,"1",4.666666667,2.079002079,61.15,1.54,456.7,337,259,83,0.5,"death",1,0,"death"
72,"0",2.705263158,2.230675308,384.21,1.12,909.17,225,281,22,0.29,"survival",0.016,0.984,"survival"
87,"0",4.355769231,2.203576574,132.15,2.91,696.09,300,153,24,3.57,"survival",0.076,0.924,"survival"
69,"0",2.987179487,2.781343603,119.92,2.7,587.3,171,17.2,20,0.15,"survival",0.016,0.984,"survival"
32,"1",2.943262411,3.467440488,343.8,1.08,1141.25,386,183.8,35,0.17,"survival",0.02,0.98,"survival"
55,"0",1.207920792,4,126.67,1.1,483.72,288,308,24,0.2,"survival",0.004,0.996,"survival"
57,"0",4.276923077,2.393577847,97.72,2.9,457.07,318,43.2,27,0.21,"survival",0.008,0.992,"survival"
54,"0",6.1953125,1.93365158,108.9,1.28,480.11,206,36.4,9.4,0.27,"survival",0.002,0.998,"survival"
68,"0",4.920634921,1.533406353,109.32,1.5,483.72,226,24,11.3,0.445,"survival",0.02,0.98,"survival"
51,"1",6.469879518,3.04029304,44.83,1.5,406.23,240,65.8,37.4,0.16,"survival",0.06,0.94,"survival"
55,"1",4.2,2.39412641,141.59,1.11,438.95,241,34.3,11.6,0.445,"survival",0.026,0.974,"survival"
39,"0",4.712121212,6.550868486,84.29,3.17,385.52,215,44.9,11,0.11,"survival",0.012,0.988,"survival"
42,"0",3.095238095,5.865594101,217.3,0.83,750.87,285,81,13,0.34,"survival",0,1,"survival"
45,"1",10.78,1.645819618,133.67,1.06,535.53,258,32,5.7,0.03,"survival",0.024,0.976,"survival"
70,"1",19.74285714,5.305441868,45.89,0.9,267.41,321,56.6,28.8,1.29,"survival",0.11,0.89,"survival"
49,"1",35.38461538,1.496833621,36.3,1.63,167.73,351,62.9,16.2,0.26,"survival",0.162,0.838,"survival"
60,"1",5.924050633,1.591650884,90.28,3.18,764.38,226,22.4,26,0.32,"survival",0.042,0.958,"survival"
43,"1",22.45901639,1.534822866,59.64,1.35,293.12,167,16.9,15.7,0.15,"survival",0.066,0.934,"survival"
55,"1",19.0754717,2.315421581,110.52,6.09,1176.11,181,76.1,27.2,0.47,"survival",0.076,0.924,"survival"
62,"0",7.947368421,1.949317739,106.77,0.94,714.2,308,262,42.9,0.68,"survival",0.02,0.98,"survival"
63,"1",1.253012048,6.012749928,141.08,2.89,773.41,245,64.5,31.8,0.2,"survival",0.032,0.968,"survival"
62,"1",2.795275591,7.696969697,109.32,1.5,483.72,245,44.9,29.4,0.36,"survival",0.018,0.982,"survival"
80,"1",25.17391304,4.199762622,37.57,1.76,296.05,320,90,36.2,0.4,"survival",0.138,0.862,"survival"
63,"1",24.11666667,0.949968334,119.65,1.62,528.33,554,24,76.6,19.8,"survival",0.168,0.832,"survival"
60,"1",3,4.944444444,173.46,1.07,645.99,452,137,42.4,0.39,"survival",0.032,0.968,"survival"
49,"0",3.327868852,1.706603998,109.32,1.5,483.72,243,64.5,14.8,0.14,"survival",0.006,0.994,"survival"
63,"1",18.19607843,5.718129835,88.11,0.74,281,317,54,10.8,0.46,"survival",0.04,0.96,"survival"
70,"1",17.2,1.281769574,86.16,2.3,566.01,462,59.7,27.2,7.49,"survival",0.212,0.788,"survival"
44,"0",4.7,2.801512817,95.41,0.82,263.59,277,62,46.4,0.46,"survival",0.072,0.928,"survival"
66,"0",7.21978022,2.438501527,399.32,0.13,714.86,425,74.7,33.7,0.49,"survival",0.006,0.994,"survival"
73,"0",7.075,5.47645126,30.72,1.59,272.53,582,228,54.5,0.95,"survival",0.178,0.822,"survival"
33,"0",1.196261682,5.334396889,621.02,1.46,1962.77,144,61.4,9.3,0.13,"survival",0,1,"survival"
63,"1",4.908045977,3.375232775,155.04,1.92,724.67,253,107.3,25,0.49,"survival",0.036,0.964,"survival"
31,"0",1.845679012,3.927653591,622.91,0.44,1233.12,187,63,12.1,0.05,"survival",0.004,0.996,"survival"
55,"1",28.1,2.413127413,56.75,0.91,274.1,305,24,14.3,0.61,"survival",0.046,0.954,"survival"
36,"0",16.27272727,1.637294594,89.77,0.76,313.76,233,24.2,18,0.22,"survival",0.008,0.992,"survival"
53,"0",4.445945946,4.287121256,110.35,2.01,437.61,322,44.7,18.2,0.58,"survival",0.022,0.978,"survival"
82,"1",6.795918367,1.723652737,133.83,1.7,739.2,245,21.2,31,1.34,"survival",0.056,0.944,"survival"
57,"0",14.05128205,1.161128975,85.51,0.94,292.3,199,24,10.8,1.33,"survival",0.01,0.99,"survival"
64,"0",5.358695652,2.145522388,160.67,2.01,840.27,245,87.8,32.9,0.25,"survival",0.01,0.99,"survival"
69,"0",7.255319149,1.784764943,37.56,4.12,295.01,355,141.8,78.6,0.43,"survival",0.276,0.724,"survival"
80,"1",0.799204771,12.28747313,278.09,1.05,2586.24,451,298,125,0.43,"survival",0.1,0.9,"survival"
74,"1",5.802325581,1.106536284,142.89,1.96,725.04,316,52.2,90.8,7.3,"survival",0.168,0.832,"survival"
62,"0",17.90243902,1.642957323,32.94,2.96,302,382,41.4,38.1,3.33,"survival",0.116,0.884,"survival"
27,"0",1.673202614,5.458047945,422.96,0.93,1040.16,305,167,15,0.16,"survival",0,1,"survival"
68,"1",26.74576271,1.297615906,214.89,1.31,862.75,430,26,50.3,0.49,"survival",0.122,0.878,"survival"
45,"1",3,3.088235294,80.33,0.91,446.31,356,153.8,27,0.42,"survival",0.066,0.934,"survival"
57,"1",12.58227848,4.255548373,109.32,1.5,483.72,376,64.5,33,3.64,"survival",0.074,0.926,"survival"
57,"1",2.085365854,6.676437062,202.36,0.85,526.57,183,35.7,9.5,0.18,"survival",0.014,0.986,"survival"
60,"1",6.055555556,3.083599817,65.89,1.69,317.26,288,29.1,24,1.82,"survival",0.048,0.952,"survival"
56,"1",49.14285714,0.878955299,63.81,0.59,182.86,371,130.6,23.7,0.54,"survival",0.198,0.802,"survival"
53,"0",12.63157895,1.756007394,89.44,1.66,682.26,887,1178,240,0.89,"survival",0.15,0.85,"survival"
70,"1",8.681818182,3.117913832,70.09,1.5,336.12,295,28.2,23,1.16,"survival",0.108,0.892,"survival"
49,"0",4,3.486215058,194.97,1.5,723.04,275,24,11.7,0.08,"survival",0,1,"survival"
39,"0",2.057142857,8.272927829,432.59,1.84,1507.78,170,34.6,19,0.26,"survival",0,1,"survival"
49,"1",0.08238806,1.422958479,88.18,1.06,281.58,399,71.5,18.3,0.36,"survival",0.054,0.946,"survival"
49,"1",5.294117647,2.697128352,109.32,1.59,409.91,173,79.8,18,1.56,"survival",0.036,0.964,"survival"
46,"0",8.056818182,2.236965861,109.32,1.5,483.72,282,177,32.2,1.37,"survival",0.018,0.982,"survival"
57,"1",6.431372549,2.785667468,37.01,1.8,184.71,121,24,14,1.73,"survival",0.064,0.936,"survival"
50,"0",1.958333333,3.629215182,202,1.58,742.82,271,24.4,8.7,1.16,"survival",0,1,"survival"
66,"0",2.593984962,2.674657121,189.25,0.95,621.51,162,26,14,0.29,"survival",0.004,0.996,"survival"
42,"0",0.876712329,5.974791292,109.32,1.5,483.72,370,272.7,28,0.27,"survival",0.016,0.984,"survival"
48,"0",7.932432432,2.677279305,109.32,1.5,483.72,534,130,104,0.5,"survival",0.134,0.866,"survival"
60,"0",1.575757576,12.01966855,183.9,1.57,816.18,302,99.5,26,0.29,"survival",0.006,0.994,"survival"
75,"0",10.19565217,0.999956524,125.02,1.06,378.46,252,73.3,20.8,0.39,"survival",0.038,0.962,"survival"
72,"0",3.2,2.677100494,112.86,1.85,993.07,344,52.5,27.2,2.54,"survival",0.054,0.946,"survival"
55,"1",3.5625,2.360317168,141.59,1.11,438.95,241,34.3,11.6,0.445,"survival",0.026,0.974,"survival"
64,"0",4.324675325,2.158071749,109.32,1.5,483.72,196,64.5,20,0.18,"survival",0.002,0.998,"survival"
74,"1",12.890625,2.590568711,222.97,0.31,401.11,371,141,27.2,0.67,"survival",0.146,0.854,"survival"
62,"1",10.75,1.801801802,53.61,2.31,385.16,316,27.6,27.2,0.71,"survival",0.132,0.868,"survival"
68,"1",13.37837838,1.348396501,113.56,0.66,269.93,705,162,36,12.3,"survival",0.24,0.76,"survival"
81,"0",1.659574468,3.373205742,197.47,0.69,499.8,450,608,68.8,0.2,"survival",0.078,0.922,"survival"
51,"0",1.597484277,3.152510112,285.3,1.64,1024.45,260,37.3,15,0.2,"survival",0,1,"survival"
66,"0",16.23404255,0.938985895,86.99,2.63,489.43,341,33,27.2,0.52,"survival",0.066,0.934,"survival"
50,"0",4,3.091546696,128.55,1.11,426.8,244,83.7,27.2,0.16,"survival",0.002,0.998,"survival"
48,"0",3,3.773305712,120.61,0.61,389.88,131,46.3,29.6,0.18,"survival",0.006,0.994,"survival"
65,"1",14.63076923,2.714780938,68.48,1.14,358.7,709,87.3,40,0.36,"survival",0.14,0.86,"survival"
53,"1",31.16393443,1.521197007,36.52,1.34,345.09,195,24,20.3,0.56,"survival",0.066,0.934,"survival"
60,"0",1.616,3.07957625,90.78,2.76,571.35,271,35.2,10.1,0.22,"survival",0,1,"survival"
68,"1",8.117647059,1.686976541,118.53,1.74,529.78,233,59,27.2,1.07,"survival",0.076,0.924,"survival"
56,"1",4.474576271,5.336951606,194.01,0.41,474.7,272,174.4,27.2,0.09,"survival",0.046,0.954,"survival"
55,"1",2.652777778,2.033898305,93.29,1.01,361.53,441,116,29.1,2.09,"survival",0.124,0.876,"survival"
51,"1",5.466666667,1.904761905,146.88,0.66,418.7,206,35.3,29.5,0.5,"survival",0.042,0.958,"survival"
53,"1",11.2967033,1.683626272,120.89,0.98,662.22,597,100.7,38,1.56,"survival",0.078,0.922,"survival"