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Sepsis_Prediction_App_Streamlit

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rasmodev commited on Dec 3, 2023

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69d125f

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1 Parent(s): 1c29d02

Upload Train.csv

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Train.csv +600 -1

Train.csv CHANGED Viewed

	@@ -1 +1,600 @@
1	- ~~ID,~~PRG,PL,PR,SK,TS,M11,BD2,Age,~~Insurance,~~Sepssis

+PRG,PL,PR,SK,TS,M11,BD2,Age,Sepssis
+6,148.0,72.0,35.0,0,33.6,0.627,50,Positive
+1,85.0,66.0,29.0,0,26.6,0.351,31,Negative
+8,183.0,64.0,21.47228381374723,0,23.3,0.672,32,Positive
+1,89.0,66.0,23.0,94,28.1,0.167,21,Negative
+0,137.0,40.0,35.0,168,43.1,2.288,33,Positive
+5,116.0,74.0,21.47228381374723,0,25.6,0.201,30,Negative
+3,78.0,50.0,32.0,88,31.0,0.248,26,Positive
+10,115.0,66.56762749445676,21.47228381374723,0,35.3,0.134,29,Negative
+2,197.0,70.0,45.0,543,30.5,0.158,53,Positive
+8,125.0,96.0,18.793650793650794,0,33.31269841269841,0.232,54,Positive
+4,110.0,92.0,21.47228381374723,0,37.6,0.191,30,Negative
+10,168.0,74.0,21.47228381374723,0,38.0,0.537,34,Positive
+10,139.0,80.0,18.793650793650794,0,27.1,1.441,57,Negative
+1,189.0,60.0,23.0,846,30.1,0.398,59,Positive
+5,166.0,72.0,19.0,175,25.8,0.587,51,Positive
+7,100.0,66.56762749445676,21.47228381374723,0,30.0,0.484,32,Positive
+0,118.0,84.0,47.0,230,45.8,0.551,31,Positive
+7,107.0,74.0,21.47228381374723,0,29.6,0.254,31,Positive
+1,103.0,30.0,38.0,83,43.3,0.183,33,Negative
+1,115.0,70.0,30.0,96,34.6,0.529,32,Positive
+3,126.0,88.0,41.0,235,39.3,0.704,27,Negative
+8,99.0,84.0,18.793650793650794,0,35.4,0.388,50,Negative
+7,196.0,90.0,18.793650793650794,0,39.8,0.451,41,Positive
+9,119.0,80.0,35.0,0,29.0,0.263,29,Positive
+11,143.0,94.0,33.0,146,36.6,0.254,51,Positive
+10,125.0,70.0,26.0,115,31.1,0.205,41,Positive
+7,147.0,76.0,18.793650793650794,0,39.4,0.257,43,Positive
+1,97.0,66.0,15.0,140,23.2,0.487,22,Negative
+13,145.0,82.0,19.0,110,22.2,0.245,57,Negative
+5,117.0,92.0,21.47228381374723,0,34.1,0.337,38,Negative
+5,109.0,75.0,26.0,0,36.0,0.546,60,Negative
+3,158.0,76.0,36.0,245,31.6,0.851,28,Positive
+3,88.0,58.0,11.0,54,24.8,0.267,22,Negative
+6,92.0,92.0,21.47228381374723,0,19.9,0.188,28,Negative
+10,122.0,78.0,31.0,0,27.6,0.512,45,Negative
+4,103.0,60.0,33.0,192,24.0,0.966,33,Negative
+11,138.0,76.0,21.47228381374723,0,33.2,0.42,35,Negative
+9,102.0,76.0,37.0,0,32.9,0.665,46,Positive
+2,90.0,68.0,42.0,0,38.2,0.503,27,Positive
+4,111.0,72.0,47.0,207,37.1,1.39,56,Positive
+3,180.0,64.0,25.0,70,34.0,0.271,26,Negative
+7,133.0,84.0,21.47228381374723,0,40.2,0.696,37,Negative
+7,106.0,92.0,18.0,0,22.7,0.235,48,Negative
+9,171.0,110.0,24.0,240,45.4,0.721,54,Positive
+7,159.0,64.0,21.47228381374723,0,27.4,0.294,40,Negative
+0,180.0,66.0,39.0,0,42.0,1.893,25,Positive
+1,146.0,56.0,21.47228381374723,0,29.7,0.564,29,Negative
+2,71.0,70.0,27.0,0,28.0,0.586,22,Negative
+7,103.0,66.0,32.0,0,39.1,0.344,31,Positive
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+1,103.0,80.0,11.0,82,19.4,0.491,22,Negative
+1,101.0,50.0,15.0,36,24.2,0.526,26,Negative
+5,88.0,66.0,21.0,23,24.4,0.342,30,Negative
+8,176.0,90.0,34.0,300,33.7,0.467,58,Positive
+7,150.0,66.0,42.0,342,34.7,0.718,42,Negative
+1,73.0,50.0,10.0,0,23.0,0.248,21,Negative
+7,187.0,68.0,39.0,304,37.7,0.254,41,Positive
+0,100.0,88.0,60.0,110,46.8,0.962,31,Negative
+0,146.0,82.0,18.793650793650794,0,40.5,1.781,44,Negative
+0,105.0,64.0,41.0,142,41.5,0.173,22,Negative
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+8,133.0,72.0,21.47228381374723,0,32.9,0.27,39,Positive
+5,44.0,62.0,21.47228381374723,0,25.0,0.587,36,Negative
+2,141.0,58.0,34.0,128,25.4,0.699,24,Negative
+7,114.0,66.0,18.793650793650794,0,32.8,0.258,42,Positive
+5,99.0,74.0,27.0,0,29.0,0.203,32,Negative
+0,109.0,88.0,30.0,0,32.5,0.855,38,Positive
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+4,146.0,85.0,27.0,100,28.9,0.189,27,Negative
+2,100.0,66.0,20.0,90,32.9,0.867,28,Positive
+5,139.0,64.0,35.0,140,28.6,0.411,26,Negative
+13,126.0,90.0,18.793650793650794,0,43.4,0.583,42,Positive
+4,129.0,86.0,20.0,270,35.1,0.231,23,Negative
+1,79.0,75.0,30.0,0,32.0,0.396,22,Negative
+1,116.66962305986696,48.0,20.0,0,24.7,0.14,22,Negative
+7,62.0,78.0,18.793650793650794,0,32.6,0.391,41,Negative
+5,95.0,72.0,33.0,0,37.7,0.37,27,Negative
+0,131.0,66.56762749445676,21.47228381374723,0,43.2,0.27,26,Positive
+2,112.0,66.0,22.0,0,25.0,0.307,24,Negative
+3,113.0,44.0,13.0,0,22.4,0.14,22,Negative
+2,74.0,66.56762749445676,21.47228381374723,0,31.690243902439022,0.102,22,Negative
+7,83.0,78.0,26.0,71,29.3,0.767,36,Negative
+0,101.0,65.0,28.0,0,24.6,0.237,22,Negative
+5,137.0,108.0,21.47228381374723,0,48.8,0.227,37,Positive
+2,110.0,74.0,29.0,125,32.4,0.698,27,Negative
+13,106.0,72.0,54.0,0,36.6,0.178,45,Negative
+2,100.0,68.0,25.0,71,38.5,0.324,26,Negative
+15,136.0,70.0,32.0,110,37.1,0.153,43,Positive
+1,107.0,68.0,19.0,0,26.5,0.165,24,Negative
+1,80.0,55.0,21.47228381374723,0,19.1,0.258,21,Negative
+4,123.0,80.0,15.0,176,32.0,0.443,34,Negative
+7,81.0,78.0,40.0,48,46.7,0.261,42,Negative
+4,134.0,72.0,18.793650793650794,0,23.8,0.277,60,Positive
+2,142.0,82.0,18.0,64,24.7,0.761,21,Negative
+6,144.0,72.0,27.0,228,33.9,0.255,40,Negative
+2,92.0,62.0,28.0,0,31.6,0.13,24,Negative
+1,71.0,48.0,18.0,76,20.4,0.323,22,Negative
+6,93.0,50.0,30.0,64,28.7,0.356,23,Negative
+1,122.0,90.0,51.0,220,49.7,0.325,31,Positive
+1,163.0,72.0,21.47228381374723,0,39.0,1.222,33,Positive
+1,151.0,60.0,21.47228381374723,0,26.1,0.179,22,Negative
+0,125.0,96.0,21.47228381374723,0,22.5,0.262,21,Negative
+1,81.0,72.0,18.0,40,26.6,0.283,24,Negative
+2,85.0,65.0,21.47228381374723,0,39.6,0.93,27,Negative
+1,126.0,56.0,29.0,152,28.7,0.801,21,Negative
+1,96.0,122.0,21.47228381374723,0,22.4,0.207,27,Negative
+4,144.0,58.0,28.0,140,29.5,0.287,37,Negative
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+0,95.0,85.0,25.0,36,37.4,0.247,24,Positive
+3,171.0,72.0,33.0,135,33.3,0.199,24,Positive
+8,155.0,62.0,26.0,495,34.0,0.543,46,Positive
+1,89.0,76.0,34.0,37,31.2,0.192,23,Negative
+4,76.0,62.0,21.47228381374723,0,34.0,0.391,25,Negative
+7,160.0,54.0,32.0,175,30.5,0.588,39,Positive
+4,146.0,92.0,11.047619047619047,0,31.2,0.539,61,Positive
+5,124.0,74.0,21.47228381374723,0,34.0,0.22,38,Positive
+5,78.0,48.0,21.47228381374723,0,33.7,0.654,25,Negative
+4,97.0,60.0,23.0,0,28.2,0.443,22,Negative
+4,99.0,76.0,15.0,51,23.2,0.223,21,Negative
+0,162.0,76.0,56.0,100,53.2,0.759,25,Positive
+6,111.0,64.0,39.0,0,34.2,0.26,24,Negative
+2,107.0,74.0,30.0,100,33.6,0.404,23,Negative
+5,132.0,80.0,11.047619047619047,0,26.8,0.186,69,Negative
+0,113.0,76.0,21.47228381374723,0,33.3,0.278,23,Positive
+1,88.0,30.0,42.0,99,55.0,0.496,26,Positive
+3,120.0,70.0,30.0,135,42.9,0.452,30,Negative
+1,118.0,58.0,36.0,94,33.3,0.261,23,Negative
+1,117.0,88.0,24.0,145,34.5,0.403,40,Positive
+0,105.0,84.0,11.047619047619047,0,27.9,0.741,62,Positive
+4,173.0,70.0,14.0,168,29.7,0.361,33,Positive
+9,122.0,56.0,21.47228381374723,0,33.3,1.114,33,Positive
+3,170.0,64.0,37.0,225,34.5,0.356,30,Positive
+8,84.0,74.0,31.0,0,38.3,0.457,39,Negative
+2,96.0,68.0,13.0,49,21.1,0.647,26,Negative
+2,125.0,60.0,20.0,140,33.8,0.088,31,Negative
+0,100.0,70.0,26.0,50,30.8,0.597,21,Negative
+0,93.0,60.0,25.0,92,28.7,0.532,22,Negative
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+7,194.0,68.0,28.0,0,35.9,0.745,41,Positive
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+3,111.0,62.0,21.47228381374723,0,22.6,0.142,21,Negative
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+1,79.0,80.0,25.0,37,25.4,0.583,22,Negative
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+7,181.0,84.0,21.0,192,35.9,0.586,51,Positive
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+9,164.0,84.0,21.0,0,30.8,0.831,32,Positive
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+3,139.0,54.0,21.47228381374723,0,25.6,0.402,22,Positive
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+10,122.0,68.0,18.793650793650794,0,31.2,0.258,41,Negative
+0,165.0,90.0,33.0,680,52.3,0.427,23,Negative
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+3,141.0,66.56762749445676,21.47228381374723,0,30.0,0.761,27,Positive
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+2,128.0,64.0,42.0,0,40.0,1.101,24,Negative
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+2,146.0,66.56762749445676,21.47228381374723,0,27.5,0.24,28,Positive
+10,101.0,86.0,37.0,0,45.6,1.136,38,Positive
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+7,106.0,60.0,24.0,0,26.5,0.296,29,Positive
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+10,129.0,76.0,28.0,122,35.9,0.28,39,Negative
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+7,136.0,74.0,26.0,135,26.0,0.647,51,Negative
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+2,128.0,78.0,37.0,182,43.3,1.224,31,Positive
+1,128.0,48.0,45.0,194,40.5,0.613,24,Positive
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+2,146.0,70.0,38.0,360,28.0,0.337,29,Positive
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+14,100.0,78.0,25.0,184,36.6,0.412,46,Positive
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+0,167.0,66.56762749445676,21.47228381374723,0,32.3,0.839,30,Positive
+2,144.0,58.0,33.0,135,31.6,0.422,25,Positive
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+3,150.0,76.0,21.47228381374723,0,21.0,0.207,37,Negative
+2,120.0,76.0,37.0,105,39.7,0.215,29,Negative
+10,161.0,68.0,23.0,132,25.5,0.326,47,Positive
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+2,124.0,68.0,28.0,205,32.9,0.875,30,Positive
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+2,155.0,74.0,17.0,96,26.6,0.433,27,Positive
+3,113.0,50.0,10.0,85,29.5,0.626,25,Negative
+7,109.0,80.0,31.0,0,35.9,1.127,43,Positive
+2,112.0,68.0,22.0,94,34.1,0.315,26,Negative
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+3,182.0,74.0,21.47228381374723,0,30.5,0.345,29,Positive
+3,115.0,66.0,39.0,140,38.1,0.15,28,Negative
+6,194.0,78.0,18.793650793650794,0,23.5,0.129,59,Positive
+4,129.0,60.0,12.0,231,27.5,0.527,31,Negative
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+13,152.0,90.0,33.0,29,26.8,0.731,43,Positive
+2,112.0,75.0,32.0,0,35.7,0.148,21,Negative
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+1,122.0,64.0,32.0,156,35.1,0.692,30,Positive
+10,179.0,70.0,21.47228381374723,0,35.1,0.2,37,Negative
+2,102.0,86.0,36.0,120,45.5,0.127,23,Positive
+6,105.0,70.0,32.0,68,30.8,0.122,37,Negative
+8,118.0,72.0,19.0,0,23.1,1.476,46,Negative
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+1,180.0,75.69047619047619,18.793650793650794,0,43.3,0.282,41,Positive
+12,106.0,80.0,18.793650793650794,0,23.6,0.137,44,Negative
+1,95.0,60.0,18.0,58,23.9,0.26,22,Negative
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+0,117.0,75.69047619047619,18.793650793650794,0,33.8,0.932,44,Negative
+5,115.0,76.0,18.793650793650794,0,31.2,0.343,44,Positive
+9,152.0,78.0,34.0,171,34.2,0.893,33,Positive
+7,178.0,84.0,18.793650793650794,0,39.9,0.331,41,Positive
+1,130.0,70.0,13.0,105,25.9,0.472,22,Negative
+1,95.0,74.0,21.0,73,25.9,0.673,36,Negative
+1,116.66962305986696,68.0,35.0,0,32.0,0.389,22,Negative
+5,122.0,86.0,21.47228381374723,0,34.7,0.29,33,Negative
+8,95.0,72.0,18.793650793650794,0,36.8,0.485,57,Negative
+8,126.0,88.0,36.0,108,38.5,0.349,49,Negative
+1,139.0,46.0,19.0,83,28.7,0.654,22,Negative
+3,116.0,66.56762749445676,21.47228381374723,0,23.5,0.187,23,Negative
+3,99.0,62.0,19.0,74,21.8,0.279,26,Negative
+5,116.66962305986696,80.0,32.0,0,41.0,0.346,37,Positive
+4,92.0,80.0,21.47228381374723,0,42.2,0.237,29,Negative
+4,137.0,84.0,21.47228381374723,0,31.2,0.252,30,Negative
+3,61.0,82.0,28.0,0,34.4,0.243,46,Negative
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+3,90.0,78.0,21.47228381374723,0,42.7,0.559,21,Negative
+9,165.0,88.0,18.793650793650794,0,30.4,0.302,49,Positive
+1,125.0,50.0,40.0,167,33.3,0.962,28,Positive
+13,129.0,75.69047619047619,30.0,0,39.9,0.569,44,Positive
+12,88.0,74.0,40.0,54,35.3,0.378,48,Negative
+1,196.0,76.0,36.0,249,36.5,0.875,29,Positive
+5,189.0,64.0,33.0,325,31.2,0.583,29,Positive
+5,158.0,70.0,11.047619047619047,0,29.8,0.207,63,Negative
+5,103.0,108.0,37.0,0,39.2,0.305,65,Negative
+4,146.0,78.0,11.047619047619047,0,38.5,0.52,67,Positive
+4,147.0,74.0,25.0,293,34.9,0.385,30,Negative
+5,99.0,54.0,28.0,83,34.0,0.499,30,Negative
+6,124.0,72.0,21.47228381374723,0,27.6,0.368,29,Positive
+0,101.0,64.0,17.0,0,21.0,0.252,21,Negative
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+1,133.0,102.0,28.0,140,32.8,0.234,45,Positive
+3,173.0,82.0,48.0,465,38.4,2.137,25,Positive
+0,118.0,64.0,23.0,89,31.690243902439022,1.731,21,Negative
+0,84.0,64.0,22.0,66,35.8,0.545,21,Negative
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+2,122.0,52.0,43.0,158,36.2,0.816,28,Negative
+12,140.0,82.0,43.0,325,39.2,0.528,58,Positive
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+1,87.0,60.0,37.0,75,37.2,0.509,22,Negative
+4,156.0,75.0,21.47228381374723,0,48.3,0.238,32,Positive
+0,93.0,100.0,39.0,72,43.4,1.021,35,Negative
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+1,109.0,60.0,8.0,182,25.4,0.947,21,Negative
+1,90.0,62.0,18.0,59,25.1,1.268,25,Negative
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+1,119.0,54.0,13.0,50,22.3,0.205,24,Negative
+5,116.0,74.0,29.0,0,32.3,0.66,35,Positive
+8,105.0,100.0,36.0,0,43.3,0.239,45,Positive
+5,144.0,82.0,26.0,285,32.0,0.452,58,Positive
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+5,166.0,76.0,21.47228381374723,0,45.7,0.34,27,Positive
+1,131.0,64.0,14.0,415,23.7,0.389,21,Negative
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+3,193.0,70.0,31.0,0,34.9,0.241,25,Positive
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+5,136.0,84.0,41.0,88,35.0,0.286,35,Positive
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+5,168.0,64.0,18.793650793650794,0,32.9,0.135,41,Positive
+2,123.0,48.0,32.0,165,42.1,0.52,26,Negative
+4,115.0,72.0,18.793650793650794,0,28.9,0.376,46,Positive
+0,101.0,62.0,21.47228381374723,0,21.9,0.336,25,Negative
+8,197.0,74.0,21.47228381374723,0,25.9,1.191,39,Positive
+1,172.0,68.0,49.0,579,42.4,0.702,28,Positive
+6,102.0,90.0,39.0,0,35.7,0.674,28,Negative
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+1,143.0,84.0,23.0,310,42.4,1.076,22,Negative
+1,143.0,74.0,22.0,61,26.2,0.256,21,Negative
+0,138.0,60.0,35.0,167,34.6,0.534,21,Positive
+3,173.0,84.0,33.0,474,35.7,0.258,22,Positive
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+4,144.0,82.0,32.0,0,38.5,0.554,37,Positive
+1,83.0,68.0,21.47228381374723,0,18.2,0.624,27,Negative
+3,129.0,64.0,29.0,115,26.4,0.219,28,Positive
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+2,94.0,68.0,18.0,76,26.0,0.561,21,Negative
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+2,115.0,64.0,22.0,0,30.8,0.421,21,Negative
+8,151.0,78.0,32.0,210,42.9,0.516,36,Positive
+4,184.0,78.0,39.0,277,37.0,0.264,31,Positive
+0,94.0,66.56762749445676,21.47228381374723,0,31.690243902439022,0.256,25,Negative
+1,181.0,64.0,30.0,180,34.1,0.328,38,Positive
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+1,95.0,82.0,25.0,180,35.0,0.233,43,Positive
+2,99.0,66.56762749445676,21.47228381374723,0,22.2,0.108,23,Negative
+3,89.0,74.0,16.0,85,30.4,0.551,38,Negative
+1,80.0,74.0,11.0,60,30.0,0.527,22,Negative
+2,139.0,75.0,21.47228381374723,0,25.6,0.167,29,Negative
+1,90.0,68.0,8.0,0,24.5,1.138,36,Negative
+0,141.0,66.56762749445676,21.47228381374723,0,42.4,0.205,29,Positive
+12,140.0,85.0,33.0,0,37.4,0.244,41,Negative
+5,147.0,75.0,21.47228381374723,0,29.9,0.434,28,Negative
+1,97.0,70.0,15.0,0,18.2,0.147,21,Negative
+6,107.0,88.0,21.47228381374723,0,36.8,0.727,31,Negative
+0,189.0,104.0,25.0,0,34.3,0.435,41,Positive
+2,83.0,66.0,23.0,50,32.2,0.497,22,Negative
+4,117.0,64.0,27.0,120,33.2,0.23,24,Negative
+8,108.0,70.0,21.47228381374723,0,30.5,0.955,33,Positive
+4,117.0,62.0,12.0,0,29.7,0.38,30,Positive
+0,180.0,78.0,63.0,14,59.4,2.42,25,Positive
+1,100.0,72.0,12.0,70,25.3,0.658,28,Negative
+0,95.0,80.0,45.0,92,36.5,0.33,26,Negative
+0,104.0,64.0,37.0,64,33.6,0.51,22,Positive
+0,120.0,74.0,18.0,63,30.5,0.285,26,Negative
+1,82.0,64.0,13.0,95,21.2,0.415,23,Negative
+2,134.0,70.0,21.47228381374723,0,28.9,0.542,23,Positive
+0,91.0,68.0,32.0,210,39.9,0.381,25,Negative
+2,119.0,73.23809523809524,11.047619047619047,0,19.6,0.832,72,Negative
+2,100.0,54.0,28.0,105,37.8,0.498,24,Negative
+14,175.0,62.0,30.0,0,33.6,0.212,38,Positive
+1,135.0,54.0,11.047619047619047,0,26.7,0.687,62,Negative
+5,86.0,68.0,28.0,71,30.2,0.364,24,Negative
+10,148.0,84.0,48.0,237,37.6,1.001,51,Positive
+9,134.0,74.0,33.0,60,25.9,0.46,81,Negative
+9,120.0,72.0,22.0,56,20.8,0.733,48,Negative
+1,71.0,62.0,21.47228381374723,0,21.8,0.416,26,Negative
+8,74.0,70.0,40.0,49,35.3,0.705,39,Negative
+5,88.0,78.0,30.0,0,27.6,0.258,37,Negative
+10,115.0,98.0,21.47228381374723,0,24.0,1.022,34,Negative
+0,124.0,56.0,13.0,105,21.8,0.452,21,Negative
+0,74.0,52.0,10.0,36,27.8,0.269,22,Negative
+0,97.0,64.0,36.0,100,36.8,0.6,25,Negative
+8,120.0,66.56762749445676,21.47228381374723,0,30.0,0.183,38,Positive
+6,154.0,78.0,41.0,140,46.1,0.571,27,Negative
+1,144.0,82.0,40.0,0,41.3,0.607,28,Negative
+0,137.0,70.0,38.0,0,33.2,0.17,22,Negative
+0,119.0,66.0,27.0,0,38.8,0.259,22,Negative
+7,136.0,90.0,18.793650793650794,0,29.9,0.21,50,Negative
+4,114.0,64.0,21.47228381374723,0,28.9,0.126,24,Negative
+0,137.0,84.0,27.0,0,27.3,0.231,59,Negative
+2,105.0,80.0,45.0,191,33.7,0.711,29,Positive
+7,114.0,76.0,17.0,110,23.8,0.466,31,Negative
+8,126.0,74.0,38.0,75,25.9,0.162,39,Negative
+4,132.0,86.0,31.0,0,28.0,0.419,63,Negative
+3,158.0,70.0,30.0,328,35.5,0.344,35,Positive
+0,123.0,88.0,37.0,0,35.2,0.197,29,Negative
+4,85.0,58.0,22.0,49,27.8,0.306,28,Negative
+0,84.0,82.0,31.0,125,38.2,0.233,23,Negative
+0,145.0,66.56762749445676,21.47228381374723,0,44.2,0.63,31,Positive
+0,135.0,68.0,42.0,250,42.3,0.365,24,Positive
+1,139.0,62.0,41.0,480,40.7,0.536,21,Negative
+0,173.0,78.0,32.0,265,46.5,1.159,58,Negative
+4,99.0,72.0,17.0,0,25.6,0.294,28,Negative
+8,194.0,80.0,11.047619047619047,0,26.1,0.551,67,Negative
+2,83.0,65.0,28.0,66,36.8,0.629,24,Negative
+2,89.0,90.0,30.0,0,33.5,0.292,42,Negative
+4,99.0,68.0,38.0,0,32.8,0.145,33,Negative
+4,125.0,70.0,18.0,122,28.9,1.144,45,Positive
+3,80.0,66.56762749445676,21.47228381374723,0,31.690243902439022,0.174,22,Negative
+6,166.0,74.0,11.047619047619047,0,26.6,0.304,66,Negative
+5,110.0,68.0,21.47228381374723,0,26.0,0.292,30,Negative
+2,81.0,72.0,15.0,76,30.1,0.547,25,Negative
+7,195.0,70.0,33.0,145,25.1,0.163,55,Positive
+6,154.0,74.0,32.0,193,29.3,0.839,39,Negative
+2,117.0,90.0,19.0,71,25.2,0.313,21,Negative
+3,84.0,72.0,32.0,0,37.2,0.267,28,Negative
+6,129.56349206349208,68.0,41.0,0,39.0,0.727,41,Positive
+7,94.0,64.0,25.0,79,33.3,0.738,41,Negative
+3,96.0,78.0,39.0,0,37.3,0.238,40,Negative
+10,75.0,82.0,21.47228381374723,0,33.3,0.263,38,Negative
+0,180.0,90.0,26.0,90,36.5,0.314,35,Positive
+1,130.0,60.0,23.0,170,28.6,0.692,21,Negative
+2,84.0,50.0,23.0,76,30.4,0.968,21,Negative
+8,120.0,78.0,11.047619047619047,0,25.0,0.409,64,Negative
+12,84.0,72.0,31.0,0,29.7,0.297,46,Positive
+0,139.0,62.0,17.0,210,22.1,0.207,21,Negative
+9,91.0,68.0,18.793650793650794,0,24.2,0.2,58,Negative
+2,91.0,62.0,21.47228381374723,0,27.3,0.525,22,Negative
+3,99.0,54.0,19.0,86,25.6,0.154,24,Negative
+3,163.0,70.0,18.0,105,31.6,0.268,28,Positive
+9,145.0,88.0,34.0,165,30.3,0.771,53,Positive
+7,125.0,86.0,18.793650793650794,0,37.6,0.304,51,Negative
+13,76.0,60.0,18.793650793650794,0,32.8,0.18,41,Negative
+6,129.0,90.0,7.0,326,19.6,0.582,60,Negative
+2,68.0,70.0,32.0,66,25.0,0.187,25,Negative
+3,124.0,80.0,33.0,130,33.2,0.305,26,Negative
+6,114.0,66.56762749445676,21.47228381374723,0,31.690243902439022,0.189,26,Negative
+9,130.0,70.0,18.793650793650794,0,34.2,0.652,45,Positive
+3,125.0,58.0,21.47228381374723,0,31.6,0.151,24,Negative
+3,87.0,60.0,18.0,0,21.8,0.444,21,Negative
+1,97.0,64.0,19.0,82,18.2,0.299,21,Negative
+3,116.0,74.0,15.0,105,26.3,0.107,24,Negative
+0,117.0,66.0,31.0,188,30.8,0.493,22,Negative
+0,111.0,65.0,21.47228381374723,0,24.6,0.66,31,Negative
+2,122.0,60.0,18.0,106,29.8,0.717,22,Negative
+0,107.0,76.0,21.47228381374723,0,45.3,0.686,24,Negative
+1,86.0,66.0,52.0,65,41.3,0.917,29,Negative
+6,91.0,66.56762749445676,21.47228381374723,0,29.8,0.501,31,Negative
+1,77.0,56.0,30.0,56,33.3,1.251,24,Negative
+4,132.0,66.56762749445676,21.47228381374723,0,32.9,0.302,23,Positive
+0,105.0,90.0,18.793650793650794,0,29.6,0.197,46,Negative
+0,57.0,60.0,11.047619047619047,0,21.7,0.735,67,Negative
+0,127.0,80.0,37.0,210,36.3,0.804,23,Negative
+3,129.0,92.0,49.0,155,36.4,0.968,32,Positive
+8,100.0,74.0,40.0,215,39.4,0.661,43,Positive
+3,128.0,72.0,25.0,190,32.4,0.549,27,Positive
+10,90.0,85.0,32.0,0,34.9,0.825,56,Positive
+4,84.0,90.0,23.0,56,39.5,0.159,25,Negative
+1,88.0,78.0,29.0,76,32.0,0.365,29,Negative
+8,186.0,90.0,35.0,225,34.5,0.423,37,Positive
+5,187.0,76.0,27.0,207,43.6,1.034,53,Positive
+4,131.0,68.0,21.0,166,33.1,0.16,28,Negative
+1,164.0,82.0,43.0,67,32.8,0.341,50,Negative
+4,189.0,110.0,31.0,0,28.5,0.68,37,Negative
+1,116.0,70.0,28.0,0,27.4,0.204,21,Negative
+3,84.0,68.0,30.0,106,31.9,0.591,25,Negative
+6,114.0,88.0,11.047619047619047,0,27.8,0.247,66,Negative
+1,88.0,62.0,24.0,44,29.9,0.422,23,Negative
+1,84.0,64.0,23.0,115,36.9,0.471,28,Negative
+7,124.0,70.0,33.0,215,25.5,0.161,37,Negative
+1,97.0,70.0,40.0,0,38.1,0.218,30,Negative
+8,110.0,76.0,18.793650793650794,0,27.8,0.237,58,Negative
+11,103.0,68.0,40.0,0,46.2,0.126,42,Negative
+11,85.0,74.0,21.47228381374723,0,30.1,0.3,35,Negative
+6,125.0,76.0,18.793650793650794,0,33.8,0.121,54,Positive
+0,198.0,66.0,32.0,274,41.3,0.502,28,Positive
+1,87.0,68.0,34.0,77,37.6,0.401,24,Negative
+6,99.0,60.0,19.0,54,26.9,0.497,32,Negative
+0,91.0,80.0,21.47228381374723,0,32.4,0.601,27,Negative
+2,95.0,54.0,14.0,88,26.1,0.748,22,Negative
+1,99.0,72.0,30.0,18,38.6,0.412,21,Negative
+6,92.0,62.0,32.0,126,32.0,0.085,46,Negative
+4,154.0,72.0,29.0,126,31.3,0.338,37,Negative
+0,121.0,66.0,30.0,165,34.3,0.203,33,Positive
+3,78.0,70.0,21.47228381374723,0,32.5,0.27,39,Negative
+2,130.0,96.0,21.47228381374723,0,22.6,0.268,21,Negative
+3,111.0,58.0,31.0,44,29.5,0.43,22,Negative
+2,98.0,60.0,17.0,120,34.7,0.198,22,Negative
+1,143.0,86.0,30.0,330,30.1,0.892,23,Negative
+1,119.0,44.0,47.0,63,35.5,0.28,25,Negative
+6,108.0,44.0,20.0,130,24.0,0.813,35,Negative
+2,118.0,80.0,21.47228381374723,0,42.9,0.693,21,Positive
+10,133.0,68.0,21.47228381374723,0,27.0,0.245,36,Negative
+2,197.0,70.0,99.0,0,34.7,0.575,62,Positive
+0,151.0,90.0,46.0,0,42.1,0.371,21,Positive
+6,109.0,60.0,27.0,0,25.0,0.206,27,Negative
+12,121.0,78.0,17.0,0,26.5,0.259,62,Negative
+8,100.0,76.0,18.793650793650794,0,38.7,0.19,42,Negative
+8,124.0,76.0,24.0,600,28.7,0.687,52,Positive
+1,93.0,56.0,11.0,0,22.5,0.417,22,Negative
+8,143.0,66.0,18.793650793650794,0,34.9,0.129,41,Positive
+6,103.0,66.0,21.47228381374723,0,24.3,0.249,29,Negative
+3,176.0,86.0,27.0,156,33.3,1.154,52,Positive
+0,73.0,66.56762749445676,21.47228381374723,0,21.1,0.342,25,Negative
+11,111.0,84.0,40.0,0,46.8,0.925,45,Positive
+2,112.0,78.0,50.0,140,39.4,0.175,24,Negative
+3,132.0,80.0,18.793650793650794,0,34.4,0.402,44,Positive
+2,82.0,52.0,22.0,115,28.5,1.699,25,Negative
+6,123.0,72.0,45.0,230,33.6,0.733,34,Negative
+0,188.0,82.0,14.0,185,32.0,0.682,22,Positive
+0,67.0,76.0,18.793650793650794,0,45.3,0.194,46,Negative
+1,89.0,24.0,19.0,25,27.8,0.559,21,Negative
+1,173.0,74.0,21.47228381374723,0,36.8,0.088,38,Positive