"AGE","SEX","SMOKSTAT","QUETELET","VITUSE","CALORIES","FAT","FIBER","ALCOHOL","CHOLESTEROL","BETADIET","RETDIET","BETAPLASMA","binaryClass" 64,Female,Former,21.4838,Yes_fairly_often,1298.8,57,6.3,0,170.3,1945,890,200,N 76,Female,Never,23.87631,Yes_fairly_often,1032.5,50.1,15.8,0,75.8,2653,451,124,N 38,Female,Former,20.0108,Yes_not_often,2372.3,83.6,19.1,14.1,257.9,6321,660,328,N 40,Female,Former,25.14062,No,2449.5,97.5,26.5,0.5,332.6,1061,864,153,N 72,Female,Never,20.98504,Yes_fairly_often,1952.1,82.6,16.2,0,170.8,2863,1209,92,N 40,Female,Former,27.52136,No,1366.9,56,9.6,1.3,154.6,1729,1439,148,N 65,Female,Never,22.01154,Yes_not_often,2213.9,52,28.7,0,255.1,5371,802,258,N 58,Female,Never,28.75702,Yes_fairly_often,1595.6,63.4,10.9,0,214.1,823,2571,64,N 35,Female,Never,23.07662,No,1800.5,57.8,20.3,0.6,233.6,2895,944,218,P 55,Female,Former,34.96995,No,1263.6,39.6,15.5,0,171.9,3307,493,81,P 66,Female,Former,20.94647,Yes_fairly_often,1460.8,58,18.2,1,137.4,1714,535,184,N 40,Female,Never,36.43161,Yes_not_often,1638.2,49.3,14.9,0,130.7,2031,492,91,N 57,Male,Never,31.73039,No,2072.9,106.7,9.6,0.9,420,1982,1105,120,N 66,Female,Never,21.78854,Yes_fairly_often,987.5,35.6,10.3,0,254.9,2120,1047,61,P 66,Male,Never,27.31916,No,1574.3,75,7.1,0,361.5,1388,980,108,N 64,Male,Former,31.44674,No,2868.5,128.8,15,20,379.5,3888,1545,211,N 62,Male,Former,25.90246,Yes_fairly_often,1751.1,80.7,8.4,14.1,160.3,2194,242,235,N 75,Male,Former,29.15264,Yes_fairly_often,1407.6,35,20.8,7,144.1,3470,479,288,N 68,Female,Never,38.18727,No,1628.5,78.6,11.6,0,512.3,2108,921,102,N 57,Male,Former,25.89669,No,1101.4,48.5,8.5,5,197.2,1157,445,113,N 56,Male,Former,24.45884,No,2433.6,127.6,19.9,7.1,271.2,1739,926,74,N 30,Female,Former,22.72121,No,1437.3,61.5,8.8,2.3,160.9,1008,695,129,P 34,Female,Never,24.08119,No,2062.7,81.1,13.6,18,190.5,606,944,140,N 53,Female,Former,23.15985,Yes_not_often,1276.5,50.1,9,4.7,143.5,1380,708,138,N 60,Female,Never,49.12033,Yes_fairly_often,2114.8,77.6,14.9,0.5,239.9,4916,1150,143,N 50,Female,Never,23.07662,Yes_fairly_often,1113,32.8,12.9,3,104.8,4451,554,416,N 62,Female,Former,33.72441,Yes_not_often,1323,60.8,11.4,0,155.8,5983,320,212,N 61,Female,Never,25.18267,Yes_fairly_often,2837.3,84.2,33.8,0,192.1,2413,656,786,N 65,Male,Never,28.94981,No,2055.9,111.8,15.9,0,226.5,3087,1199,35,P 71,Male,Former,24.67999,No,1285.8,55.4,10.6,2,353.4,521,975,122,N 43,Female,Former,28.40151,No,1786.9,93.9,10.6,0,247,2431,914,119,N 33,Female,Former,20.5696,Yes_not_often,3144.8,155,17.6,4.1,308.8,3141,1579,182,N 74,Female,Current_Smoker,16.33114,No,1241,53.1,10.8,0.1,206.1,1668,1618,186,N 41,Female,Never,21.03125,No,2419.3,122.7,16.2,0.3,325.2,4366,1759,216,P 56,Male,Former,22.64384,Yes_not_often,2712.7,145.3,13.4,8,242.6,494,608,751,N 44,Female,Current_Smoker,25.87867,Yes_fairly_often,1810,95.3,17.5,0,253.1,7026,508,39,P 37,Female,Former,35.36012,Yes_not_often,1778.1,75.9,10.8,0.5,332.6,1529,517,107,P 37,Female,Former,25.94005,No,1147.9,47.6,7.3,0.1,117,241,314,74,P 39,Male,Current_Smoker,21.99912,Yes_fairly_often,1951.4,109.1,4.7,0,461.1,998,588,418,N 37,Female,Never,22.51215,Yes_fairly_often,2035.5,65.7,22.1,0.7,205.3,6082,674,1415,N 53,Female,Never,27.49272,No,1248.6,56.9,8.2,0,223.2,2741,419,400,P 66,Female,Former,27.49609,No,3184.8,199,16.8,0.2,362.6,2100,1083,102,N 58,Female,Former,24.17971,Yes_not_often,1538.1,78.7,14.2,0.9,231.2,2359,834,135,P 31,Female,Current_Smoker,23.34593,Yes_not_often,1456.5,56.6,8.5,1,182.7,603,473,97,N 49,Female,Never,21.67837,Yes_not_often,1656.3,59.5,13.3,0.1,180.3,1625,707,124,P 75,Female,Never,21.32906,Yes_fairly_often,1396.8,53.3,13.2,3.2,99.3,2888,323,195,P 62,Female,Never,33.74417,Yes_fairly_often,1588.1,88.9,7.4,0,362.6,1099,651,107,P 56,Female,Never,32.07484,No,1566.5,95.2,6.5,7.2,408,2103,855,53,P 69,Male,Former,31.66835,Yes_fairly_often,827.9,32.8,8.7,0,79.8,2260,264,148,P 50,Female,Current_Smoker,25.11194,No,2340.4,110.4,11.3,14,260.7,452,550,77,P 50,Female,Never,20.40345,No,1902.9,72.9,35.4,7.3,175.6,3549,969,316,P 72,Female,Never,39.22295,Yes_fairly_often,1111.9,47.2,10.2,0.2,69.4,2204,239,77,N 60,Female,Never,19.9326,Yes_not_often,1333.8,37.1,16.9,6.5,84,4964,374,266,P 55,Male,Former,21.63617,No,1896.1,82.2,9.3,10,296.8,1052,605,39,N 43,Female,Never,29.00466,Yes_fairly_often,1472.7,61.8,12.2,0,216.3,3572,809,225,P 29,Female,Never,18.83396,Yes_fairly_often,2237.4,77.6,22.6,0.7,180.6,2902,1065,173,P 44,Female,Current_Smoker,29.11351,Yes_not_often,1446.2,63.2,9.5,3.2,208.8,1788,677,79,P 48,Female,Former,32.34834,Yes_fairly_often,2908.5,139.1,16.4,0.2,511.6,5111,1359,102,N 38,Female,Never,23.85727,Yes_not_often,2190.7,96.9,17.7,1.3,192.1,1378,685,158,N 33,Female,Never,19.409,Yes_not_often,1878.2,81.6,9.6,4.9,265.8,1431,724,159,P 56,Female,Never,16.63666,Yes_fairly_often,1436.8,57.2,9.4,0,183.3,1727,898,157,P 65,Male,Current_Smoker,23.37617,No,6662.2,164.3,11.3,203,603,2893,1364,96,P 48,Female,Never,30.29495,Yes_fairly_often,2893.3,125.8,18.8,1.7,256.7,2524,1250,160,P 66,Male,Former,22.57426,Yes_fairly_often,1902.4,76.7,17.7,3.1,216.7,2533,592,100,N 78,Female,Former,26.36754,Yes_fairly_often,1531.6,69.5,5.4,0,168,982,854,293,P 65,Male,Never,23.54244,No,1220.7,34.6,16.5,5.6,152.8,1535,493,171,P 72,Female,Former,22.01188,No,1247.7,46.8,10.2,0,347.9,326,407,89,N 31,Female,Current_Smoker,21.07775,Yes_not_often,1631.5,75.2,8.5,0.7,277.1,1487,1120,109,P 74,Female,Former,25.7393,No,818.1,34.3,6.6,3.7,55.4,1114,453,129,P 61,Female,Never,25.18267,No,1570.1,58.7,19.3,2,158.3,1080,724,87,P 83,Female,Never,25.20677,Yes_not_often,1331.2,50.6,7.7,0.3,380.7,2492,1310,328,N 46,Female,Former,30.70965,Yes_not_often,2052.4,120.4,10.2,0,195.2,1349,860,298,P 62,Female,Former,23.92168,Yes_fairly_often,1823,80.3,17.4,6.2,256.8,6948,417,379,N 56,Female,Current_Smoker,20.64102,No,1743.8,85.3,13.2,7.2,349.6,1086,464,204,N 33,Male,Never,26.63693,Yes_fairly_often,3457.2,166,17.5,10.5,452.8,2629,1470,75,P 45,Female,Former,22.36111,No,1126.7,20.4,12.5,7.2,71.8,1307,178,127,P 41,Female,Former,23.09389,Yes_fairly_often,3258.3,101.2,26.2,0.5,341.7,1306,1163,131,P 73,Male,Former,24.67999,No,2833.7,119.9,14.6,18.2,365,3465,743,21,P 31,Female,Former,21.33144,Yes_not_often,2264.3,105.5,13.4,3.2,396.5,1846,760,233,P 50,Male,Never,25.11989,Yes_fairly_often,2026,85.5,11.2,21,268.2,1334,486,73,N 65,Female,Never,28.40199,No,1747.6,83.6,10.9,0,244.8,4848,1005,25,P 35,Female,Current_Smoker,21.83403,Yes_fairly_often,1575.5,53.9,7,1,216.2,1734,1215,137,N 42,Male,Former,29.03568,Yes_fairly_often,1785.4,94.1,10,0.7,288,1120,619,82,N 19,Female,Never,29.24145,Yes_fairly_often,2558.9,116.1,12.3,0,324.5,1498,1066,327,N 37,Female,Never,19.98613,Yes_fairly_often,839,29.2,4.7,6.4,66.5,330,394,142,P 44,Female,Former,24.08119,Yes_fairly_often,2391.3,95.4,20.6,0,283.3,5909,1702,86,P 36,Female,Former,23.34593,No,1887.4,110.2,6,0.1,211.7,3326,928,150,P 53,Male,Current_Smoker,25.14062,No,2798.2,125.9,17.7,7,239,2110,1458,53,P 69,Male,Current_Smoker,27.22886,No,2654.9,126,23.3,0,248,2719,1323,112,P 74,Female,Never,27.98617,Yes_fairly_often,1202,46.6,11.4,0,59.2,2309,578,104,P 70,Female,Never,22.53312,Yes_fairly_often,1235.9,51.1,9.6,3,142,1153,1048,170,P 56,Female,Former,26.3173,No,2225.1,111.5,10.4,6.8,283.7,1432,1006,150,N 77,Female,Never,27.79046,Yes_fairly_often,866.9,31,9.8,0.2,59.7,2493,640,282,P 73,Male,Former,24.41719,Yes_fairly_often,1666.8,76.5,13.3,0,747.5,3054,4041,91,P 43,Female,Former,23.0381,Yes_fairly_often,3711,202.7,14.9,18,469.2,1861,783,125,P 41,Male,Never,23.61695,Yes_not_often,1055,33.2,12.9,0.9,220,4268,341,282,P 22,Female,Former,27.00534,Yes_fairly_often,2733,123.8,5.1,0.3,440.3,1652,1525,16,N 44,Female,Former,23.46046,Yes_fairly_often,1660.1,80.3,13.6,0.1,89,1802,233,129,P 51,Female,Former,25.1571,No,1952.7,63.8,17.9,11,201.3,2308,1838,180,N 46,Male,Current_Smoker,35.25969,No,2667.5,131.6,10.1,0,550.5,1210,1291,39,P 25,Female,Current_Smoker,20.64102,Yes_fairly_often,1517.4,59.1,5.9,0,127.6,214,914,54,P 69,Male,Former,23.00561,Yes_not_often,1711.4,98.2,10.8,0.3,332.4,1370,695,78,P 69,Male,Former,25.23171,No,1756.4,82.3,8.8,0,500.3,2354,842,34,P 58,Female,Never,27.33692,Yes_not_often,2186.2,99.3,14.9,0.2,263.8,2446,881,95,P 77,Male,Never,25.88131,Yes_not_often,2075.2,75.6,21.4,0,228.8,3473,1326,174,P 67,Male,Former,24.73525,No,2021.2,94.8,13.3,8,417.6,3359,1060,95,N 37,Female,Former,29.32557,Yes_not_often,1653.2,77.3,12.5,1,162.6,1062,1070,97,P 47,Female,Former,21.1882,Yes_not_often,1076.6,33.4,22.5,4.1,138.8,1489,490,204,P 60,Female,Current_Smoker,19.67728,No,1506.7,76.3,14.6,0,239.2,3982,350,25,P 49,Female,Former,25.06996,Yes_not_often,1511.7,54.4,16.1,4.2,200.5,1656,652,270,P 83,Male,Former,25.59772,Yes_fairly_often,1933.6,98.8,11.1,0,224.7,768,719,285,P 56,Female,Never,22.01188,Yes_fairly_often,1830,52.8,13.8,8.5,689.4,1496,546,110,N 39,Female,Never,30.29128,No,1256.7,43.7,5.3,0.3,133.6,683,627,162,P 41,Female,Never,41.85592,Yes_not_often,1823.7,54.7,14.6,0,188,885,687,179,P 37,Female,Current_Smoker,28.3357,No,1902.8,81.7,8.2,0,178.6,1662,779,131,P 66,Female,Never,26.50808,No,958.5,37.7,8.3,0,108.6,1552,326,86,P 55,Female,Never,21.07775,Yes_not_often,2328.3,112.6,13.9,2.9,281.9,2144,815,225,P 49,Female,Former,39.46498,Yes_fairly_often,1574,74.6,14.1,0,440.6,3567,963,249,P 31,Female,Former,18.98362,Yes_fairly_often,1646.2,52.2,13.2,5,174.9,1423,1845,254,P 64,Female,Never,18.87834,Yes_fairly_often,1828,63.4,14.7,0,87.9,1293,1101,189,P 57,Female,Never,23.22115,Yes_fairly_often,1288.7,63.2,10.6,0,200.2,2111,950,108,P 42,Female,Current_Smoker,26.84912,Yes_fairly_often,1084.3,25.2,21.8,1,105.7,2874,159,121,N 40,Male,Former,25.88131,Yes_fairly_often,2431.9,93.7,17.8,0.1,364.6,1699,2263,238,N 73,Male,Current_Smoker,19.409,No,2453.5,118.5,10.3,0,516.5,954,1328,127,P 37,Female,Never,19.57075,Yes_not_often,1645.7,76,6.6,4,225.9,1368,427,141,N 43,Female,Never,20.297,No,2075.9,96.5,17.3,7,271.8,3318,651,427,P 66,Female,Never,26.42051,Yes_not_often,1563.7,73.3,12,1.1,300.9,2247,728,305,N 26,Female,Never,20.37946,No,1663.3,64.6,7.6,2,124.7,910,605,74,P 45,Female,Former,29.24145,Yes_fairly_often,1601.4,93.9,8.8,0,255.8,1171,453,156,N 74,Female,Never,30.29495,Yes_not_often,1718.9,57.9,15,1.2,272.7,2077,1374,168,P 49,Female,Never,21.47901,No,1010.6,29.4,9.1,6.2,98.8,1210,555,116,P 41,Female,Former,19.409,Yes_fairly_often,1372.7,61.6,9.5,0,182.5,1826,386,290,P 74,Male,Never,27.31916,No,1837,76.9,13.6,0,383.6,2628,966,304,N 38,Female,Current_Smoker,21.84508,No,1662.7,58.7,15.7,3.7,163.7,561,947,198,P 83,Male,Never,22.22237,Yes_fairly_often,1534.7,54.9,26.3,0,77.5,1893,426,253,N 70,Female,Never,28.04696,Yes_fairly_often,2005.8,89.5,8.5,0.1,121.2,1312,688,148,N 39,Female,Former,26.09433,Yes_not_often,1187.8,32.8,11.6,0,154.9,1913,1048,492,P 65,Female,Never,21.58515,Yes_fairly_often,1446.2,56.8,10.8,0,127.9,924,684,156,P 72,Female,Former,21.03125,Yes_fairly_often,976.7,68.4,3.1,0,99.6,728,797,27,P 46,Male,Former,23.67727,No,2706.7,104.9,16.8,22,416,4387,926,52,P 46,Female,Never,30.05871,No,1546,73.6,10.3,7,284.8,1976,417,210,P 51,Female,Never,34.18512,No,1324,46,12.7,0,151,2422,208,83,P 39,Female,Never,24.08119,Yes_fairly_often,1368.9,61.6,14.4,6.7,314.9,1407,1335,182,P 33,Female,Current_Smoker,20.16133,No,3228,141.1,14.4,0,718.8,1301,307,40,P 49,Male,Former,31.72627,No,2825.8,97.8,7.5,35,374.3,1112,735,69,N 44,Female,Never,23.39316,No,1220.9,35.1,14,0,99.2,1052,441,172,P 69,Female,Never,24.26126,No,1174.7,47.4,9.9,0.1,89.9,1008,783,253,N 52,Female,Former,27.83348,No,828.2,52.3,6.1,1.2,141.1,1054,366,435,N 82,Female,Never,20.21771,Yes_fairly_often,1708.1,94.2,15.1,2,224.7,1484,790,429,P 46,Female,Never,23.47858,No,1182.9,60.2,5.2,0.2,164.5,657,441,326,P 25,Female,Never,22.70512,Yes_not_often,928.4,29.7,6,0.5,120.7,604,432,75,P 54,Female,Never,37.86868,Yes_fairly_often,4373.6,235.9,22.9,0.1,814.7,2912,2104,121,P 70,Female,Never,25.7393,Yes_not_often,1387.7,55.2,11.2,0,114,869,1595,292,N 35,Female,Never,18.43855,Yes_not_often,1555.6,72.8,11.5,0,174.1,1578,689,207,P 46,Female,Never,33.19482,Yes_not_often,1581.7,64.1,12.3,0.1,170.1,1210,795,118,N 70,Male,Never,29.59659,No,1397.4,60.5,9.2,0,228.5,1554,675,108,N 71,Female,Former,22.15318,Yes_fairly_often,1305.4,43.3,10.2,0,72.7,3445,1015,385,N 59,Female,Never,26.88677,Yes_fairly_often,1249.6,24.2,14.7,0,97.2,3014,1340,408,N 42,Female,Never,20.5412,Yes_fairly_often,2347.3,104.4,12.5,0,249.3,1666,859,97,P 46,Female,Never,39.40624,No,1207.1,42.8,11.6,0,155.1,1462,868,118,N 37,Female,Former,33.37234,Yes_fairly_often,1688.1,45,17.1,0.8,141.1,1272,145,60,P 39,Female,Former,21.94091,Yes_not_often,1719.3,49.7,18.4,11,164.6,5296,554,357,P 43,Female,Former,25.58279,Yes_fairly_often,2501.6,121.1,19.5,0,343,5605,858,858,N 23,Female,Never,20.12592,Yes_fairly_often,2219.1,120.9,13.1,2,415.8,2430,746,104,P 45,Female,Former,20.23978,Yes_fairly_often,1827.7,71.2,10.4,2,267.5,2375,1284,219,N 63,Female,Never,23.92168,Yes_fairly_often,1282.3,26.4,13.6,0.1,100.6,3753,649,296,N 44,Female,Current_Smoker,28.34863,Yes_not_often,1427.2,60.6,8.3,0.2,195,695,270,164,P 43,Female,Never,20.40345,Yes_fairly_often,2000.8,86.7,14.8,0.9,200.9,1649,751,487,P 33,Female,Former,27.86945,No,1622.4,71.5,12.9,1,214.8,2317,437,70,P 35,Female,Former,34.08181,No,3114,160.2,14.9,0.2,432.3,1702,1224,43,P 50,Female,Never,23.07159,No,2012,112.9,14.3,6.5,456.9,1007,6901,274,P 50,Female,Former,29.01566,Yes_not_often,2106.4,97,12.9,0,344.3,2308,982,231,P 59,Female,Former,25.59772,Yes_fairly_often,1546.6,72.9,15.1,0.7,192.8,4694,864,346,N 38,Female,Former,23.07662,No,1149,43.6,8.6,10.5,122.5,2749,329,181,N 60,Female,Former,29.74753,No,659.3,22.2,7,0.1,102,1497,244,116,N 54,Female,Former,19.17702,Yes_fairly_often,1580.6,82.9,9.4,5.2,98.3,1171,465,391,P 71,Male,Former,24.46343,No,1850.5,75.9,16.1,7.2,247.9,3054,629,85,N 48,Female,Former,22.53187,Yes_fairly_often,1242.1,37.5,13.3,1,148.4,1488,706,800,P 49,Female,Never,32.01772,Yes_fairly_often,1099.4,56.9,5.2,0.5,169.9,829,887,286,P 27,Female,Current_Smoker,29.24145,No,1127.6,59.4,7.4,0,183.4,1037,239,87,P 27,Female,Current_Smoker,25.44536,Yes_not_often,2919.5,125.3,14.3,1,370,846,2118,74,P 75,Female,Never,21.52782,Yes_fairly_often,1049.1,51.7,8,0,188.9,1382,222,460,N 45,Female,Never,26.42051,Yes_not_often,1366.6,42.5,12.9,2.5,141.2,3407,532,154,P 35,Female,Never,30.44551,No,1884.8,91.6,11.1,5,518,758,454,206,N 56,Female,Former,33.59213,Yes_fairly_often,1494.5,59.1,6.8,0,111.5,599,845,19,P 41,Female,Current_Smoker,27.52136,Yes_not_often,1444.6,89.1,6.8,0,280.1,1073,486,168,P 48,Female,Never,32.99127,Yes_fairly_often,445.2,14.4,5,0,102.8,862,160,108,P 48,Female,Never,21.83513,Yes_fairly_often,1849.8,80.6,13.8,3.2,549.1,4291,661,274,P 32,Female,Former,20.15787,Yes_not_often,1678.2,54.3,12.9,1.5,147.3,1668,666,120,N 38,Female,Never,46.73763,Yes_not_often,1390.4,55.7,10.8,0,195.1,2809,482,53,P 52,Female,Never,33.29617,Yes_not_often,1749.9,81.3,12.1,0,226.5,2373,1816,105,P 40,Female,Never,24.01031,No,742.3,36.5,5.9,2.1,133.9,1850,309,159,P 44,Female,Never,23.07159,No,1148.5,50.3,7.1,0.1,139.2,1352,455,83,N 70,Female,Never,22.4821,Yes_fairly_often,1730.6,72.9,14.4,0.2,363.1,2315,1196,425,P 55,Female,Current_Smoker,29.03568,No,1162.5,54,5.6,0.2,175.2,1417,451,99,N 48,Female,Never,20.21771,Yes_fairly_often,1738.9,63.5,12.2,0.5,205.9,4504,294,159,P 38,Female,Former,20.71761,No,1432.1,58.5,6.3,0.2,131.9,998,699,111,P 49,Female,Never,20.40345,Yes_fairly_often,3098.9,106.2,25.2,1.2,447.6,4430,632,316,P 36,Female,Former,32.95942,Yes_not_often,2342.3,95.8,19.2,1.7,389.4,3201,1574,105,P 64,Female,Never,21.50106,Yes_fairly_often,2319.9,97.6,22.3,0,155.3,3686,523,317,P 49,Female,Former,23.67945,Yes_not_often,1292.8,43.1,10.6,11,180.7,2131,227,372,N 49,Female,Current_Smoker,22.72159,Yes_fairly_often,784.4,40.6,4.9,3,97.4,852,311,116,P 43,Female,Never,22.91464,Yes_not_often,2038.5,80.7,17.1,0,232.3,2781,757,229,N 33,Female,Never,23.93777,Yes_not_often,1366.8,55.9,6.2,0,196,1151,498,51,P 38,Female,Never,26.09433,Yes_fairly_often,1550,66.8,12.1,0,253.2,3970,390,286,P 36,Female,Never,19.76645,Yes_not_often,1240.7,50.9,6.9,0.3,116,808,349,110,P 33,Female,Former,21.67339,Yes_not_often,2814.6,111.2,16.8,0,399.3,843,1616,143,P 47,Female,Former,20.81303,Yes_fairly_often,1612.5,45.5,9,15,149.9,2537,295,1212,P 53,Female,Never,40.68923,Yes_fairly_often,1576.3,54.8,13.5,0.1,308.9,2205,824,174,P 41,Female,Never,29.14229,Yes_fairly_often,1197.7,54.5,4.9,0,135.6,587,215,86,N 36,Female,Never,21.07775,Yes_fairly_often,2045.3,84.8,13.2,0.7,271.9,3591,1178,132,P 32,Female,Former,35.97525,Yes_not_often,3328.4,163.3,20,4.1,425.5,3434,2167,58,P 57,Female,Former,26.94287,Yes_fairly_often,2513.3,98.9,10.6,0,428.1,2869,741,77,P 42,Female,Never,21.67837,Yes_fairly_often,1737.4,62.1,16.3,0.2,211.7,2515,1340,237,N 37,Female,Current_Smoker,27.26545,Yes_fairly_often,1034.4,34.5,8.9,0,118.5,807,141,41,P 52,Female,Never,32.67183,Yes_fairly_often,2083.9,93.1,8.8,0,328.1,766,604,103,N 45,Female,Current_Smoker,28.72542,Yes_not_often,1481.8,75.3,10.4,0.2,336.9,720,701,193,N 42,Female,Never,20.76896,No,1051.2,44,10.9,0.2,165.5,516,730,153,P 42,Female,Never,21.20646,Yes_fairly_often,1730.1,58.3,16.6,4.5,196.1,3785,642,1391,N 41,Female,Current_Smoker,20.71761,No,1102.8,56.6,5.3,0,329.8,1436,522,89,P 41,Female,Never,26.31172,Yes_fairly_often,1496.7,64.6,5.9,1,239.8,613,509,84,P 26,Female,Current_Smoker,20.5412,Yes_fairly_often,1987.2,76.6,9.8,0,156.1,1460,322,36,P 70,Female,Never,20.16133,No,2017.2,136,7.6,0,195.8,2251,1404,494,P 44,Female,Never,26.36754,Yes_fairly_often,1525.6,85.4,7.9,0.1,179.4,2029,898,78,P 46,Female,Never,28.40199,No,1342.2,69.7,5.9,1,215.4,8046,453,102,N 22,Female,Never,50.40333,No,1511.7,64.4,10.2,0,190.3,1074,399,50,P 46,Female,Current_Smoker,21.67837,No,1570.1,74.1,13.7,0.9,145.7,3556,577,211,P 32,Female,Never,20.05597,Yes_fairly_often,2703.4,120.6,11.4,0.1,284.3,1218,978,159,N 27,Female,Former,23.87631,No,1200.6,61.5,8.7,1.5,208.7,2199,481,89,P 52,Female,Never,37.11131,No,1891.6,73.8,17.6,0,226,5810,840,108,N 42,Female,Never,36.59729,Yes_fairly_often,1434.9,59.3,11.2,0,281.1,1214,1119,188,N 34,Female,Never,28.5795,No,2118.1,93,20.1,0,170,2215,1450,75,P 36,Female,Never,40.29532,Yes_not_often,1414.6,51.2,13.7,0,135.8,1678,1307,14,P 59,Female,Former,24.80399,Yes_fairly_often,2192.3,78.7,14.2,0,173.5,2579,1026,165,N 75,Female,Never,36.47368,Yes_not_often,1380.6,54.5,13.5,0.1,201.6,925,707,143,P 43,Female,Never,45.85808,Yes_fairly_often,1626.3,72.2,7.9,0,157.5,404,1050,241,P 56,Male,Former,30.48244,No,2210.7,113.1,10.5,6.1,340.1,2008,638,97,N 48,Female,Former,19.70388,No,1600.7,77.7,11.2,7.2,180.1,2469,538,76,P 34,Female,Current_Smoker,21.96384,No,1076.2,52.7,6.1,0,78.3,755,417,169,P 37,Female,Never,23.34593,Yes_not_often,2094.5,78.9,17.3,1,193.4,1718,1052,222,P 41,Female,Former,31.82158,Yes_not_often,1823,74.8,12.1,1.3,196.9,2133,728,82,P 74,Female,Never,23.34593,Yes_fairly_often,1512.1,73.8,8.7,5.7,182.8,1167,1169,324,N 73,Female,Never,21.01134,No,840.6,34.3,8.2,0.1,81.1,619,79,146,P 53,Female,Current_Smoker,19.78098,Yes_not_often,1996.1,98.8,9.2,0,436.8,908,1478,126,P 74,Male,Never,21.13641,No,2171.6,76.6,20.4,0,176.3,3690,1113,293,N 77,Female,Former,24.32719,Yes_fairly_often,1481.4,55,11.2,0,191.7,3425,859,183,N 39,Female,Never,21.17809,Yes_fairly_often,1829.2,79,15.6,0,178.4,2787,1210,170,N 29,Female,Never,18.6003,Yes_not_often,1041.6,45.4,6,3,139.5,675,403,129,N 37,Female,Never,44.91065,Yes_not_often,2010.4,101.2,16,0.1,362.4,2142,601,129,P 47,Female,Never,23.96418,No,2120.8,77.4,17,8.4,185.9,2299,1529,92,P 64,Female,Never,21.20646,No,1008.4,35.4,5.6,14,37.7,544,30,44,P 36,Female,Former,42.88865,No,798.2,30.6,7.9,2.4,46.3,604,378,51,P 42,Female,Former,20.41723,No,3099.2,134.9,19,0.8,469.3,6558,816,103,P 64,Female,Former,25.65988,Yes_not_often,2055.7,114.4,13,0,248.4,2661,854,101,P 38,Female,Former,20.70294,Yes_fairly_often,2585.3,129.8,21.1,4,429.5,7362,964,372,P 39,Female,Never,28.40151,Yes_not_often,1906.5,86.4,10.4,15.5,265.9,2583,632,78,P 40,Female,Never,31.24219,Yes_fairly_often,3014.9,165.7,14.4,0,900.7,1028,3061,0,P 29,Female,Never,37.93996,Yes_fairly_often,1631,55.6,13.8,0.5,189.5,3435,1104,84,N 71,Female,Former,24.98825,No,1399.5,66.5,9.6,8,260,1527,822,161,N 45,Female,Never,23.43164,Yes_fairly_often,2319,122.1,13.4,0.1,305.7,2047,1125,331,N 63,Female,Never,18.92094,No,1655.9,70.8,15.1,0.1,177.3,2897,505,366,P 46,Female,Former,24.26126,Yes_not_often,1422.8,58.3,7.8,7.1,206.3,1987,608,990,P 75,Female,Never,21.67837,Yes_fairly_often,2511.5,92.3,36.8,0.6,228.3,4271,916,1010,P 46,Female,Never,35.19069,Yes_not_often,740.6,38.5,5.3,0,113.9,868,106,236,N 44,Female,Former,22.54403,Yes_not_often,1292.6,49.4,10.4,1.2,186.5,578,319,175,N 24,Female,Never,31.99715,No,3021.9,171,11.4,0.1,466.3,953,1176,67,P 32,Female,Never,22.51215,Yes_fairly_often,1918.4,63.1,16.1,5,202.2,1048,991,129,N 66,Female,Never,22.64384,No,2086.6,72.3,16,0,112.8,1439,476,317,P 43,Female,Never,26.34755,Yes_not_often,3449.7,172.8,20.5,1.4,381.3,3324,1558,168,P 73,Female,Former,24.94123,Yes_fairly_often,1186.4,46.1,10.5,1.5,119.7,921,668,613,N 54,Female,Never,25.75009,Yes_fairly_often,1724.7,75.1,18.2,0,173.3,1192,657,274,P 44,Female,Current_Smoker,29.97738,No,1877.4,92.2,7.7,0.2,211.6,1665,937,94,N 55,Female,Former,22.87713,No,2272.6,94.5,10.9,14.2,269.2,3610,1825,122,P 70,Female,Current_Smoker,23.82703,No,1514.4,51.7,14.2,7,97.5,3317,766,232,P 32,Female,Former,25.45726,Yes_fairly_often,2170.3,95.1,15.2,0.2,175.2,3313,1250,167,P 33,Male,Never,23.26895,Yes_not_often,2271.1,114.6,10.4,0,574.2,1270,544,32,P 49,Female,Former,22.50636,No,1469.9,50.4,12.1,0.7,118.8,1915,594,128,N 69,Female,Former,44.20619,No,2332.2,109.6,19.7,0.1,286.7,4013,1485,151,N 38,Female,Never,20.71735,Yes_not_often,1619.3,83.7,8.4,0.5,310.1,902,302,206,P 34,Female,Current_Smoker,34.08181,No,1148.7,41.7,9.8,1,173.4,2247,682,75,P 49,Female,Never,20.08955,Yes_fairly_often,2512,64.9,30.2,0.6,168.5,4832,793,447,P 40,Female,Current_Smoker,18.34323,Yes_not_often,833,38.8,5.5,0,145.3,577,444,339,P 41,Female,Former,28.04696,No,1808.4,61.5,10.5,17,176.1,1884,641,89,N 62,Female,Former,29.84944,No,2115.4,84.1,23.9,0,189.5,3172,658,39,P 28,Female,Never,20.125,Yes_not_often,1600.9,68,14.2,0.2,171.2,3102,453,88,N 78,Female,Never,41.68569,Yes_not_often,647.7,30.9,3.7,0,87.5,1186,466,114,N 67,Female,Never,30.73092,Yes_fairly_often,849.2,25.4,10.9,0,91.7,1237,285,66,N 51,Female,Never,24.90822,Yes_not_often,2166.9,105.8,15.6,0,349.1,4098,909,407,N 29,Female,Current_Smoker,26.68738,Yes_not_often,2476.2,121.1,14.3,0,263.5,2889,1529,105,P 36,Female,Current_Smoker,25.7393,No,1959.3,112.4,6.7,0.5,326.7,1097,966,140,N 43,Female,Former,18.57692,No,1695.3,62.4,17.7,0,147.3,570,747,150,N 55,Female,Former,25.42584,Yes_not_often,2307.8,111,18.4,3.4,487.8,2627,1627,95,N 54,Female,Never,24.95499,Yes_fairly_often,1392.2,47.8,12.9,0,87.5,849,962,74,N 32,Female,Never,39.56196,Yes_not_often,3511.1,114.7,13.9,0.2,444.7,2174,1814,202,N 65,Female,Never,26.75958,No,1276,60.5,12,3.5,87.3,1456,443,133,N 41,Male,Current_Smoker,41.64947,Yes_fairly_often,2685.1,133.1,11.1,15,432.4,3728,587,63,N 60,Female,Former,40.69531,No,1327,64.8,9.3,0.1,341,1987,670,22,P 73,Female,Former,25.84728,Yes_not_often,853.1,29.8,6.3,10,160.5,1022,125,151,N 71,Female,Never,21.81089,Yes_fairly_often,1215.8,43.8,12.3,5,110.8,2079,597,473,N 47,Female,Never,37.27761,No,1927.6,92.5,10.7,0,359.1,406,806,58,N 35,Female,Former,29.58546,Yes_not_often,2466.9,112.6,9.6,0.1,331.9,621,579,87,P 34,Female,Current_Smoker,21.32906,Yes_fairly_often,3103.7,124.7,18.1,8.3,431,2652,1098,113,N 41,Female,Never,34.61493,No,2046.9,103,13.1,0,334.2,1745,445,117,N 33,Female,Former,18.57692,Yes_fairly_often,1835.9,74.1,23,0.7,184.2,2121,426,155,P 73,Female,Current_Smoker,20.71119,Yes_not_often,1678.5,82.3,6.3,14.1,249.5,1078,416,41,N 67,Female,Former,26.94287,Yes_fairly_often,1049.2,44.6,9.6,0,247.2,2672,294,73,N 66,Female,Never,33.10759,Yes_not_often,1762.1,72.9,16.5,0,240.3,4935,422,113,N 44,Female,Current_Smoker,23.27717,Yes_not_often,3183.1,119.4,6.9,35,378.8,1118,1257,100,N 36,Female,Former,24.74345,Yes_not_often,2838.8,88.5,24,4.5,252.4,9642,634,265,N 48,Female,Former,24.61465,Yes_not_often,2021.1,72.2,16.6,9,299.1,1392,1027,144,N 46,Female,Former,25.89669,No,2263.6,98.2,19.4,2.6,306.5,2572,1261,164,P 45,Female,Never,23.82703,Yes_fairly_often,1841.1,84.2,14.1,2.2,257.7,1665,465,80,P 49,Female,Never,24.26126,Yes_fairly_often,1125.6,44.8,11.9,4,150.5,6943,520,300,P 31,Female,Former,23.45255,Yes_fairly_often,2729.6,144.4,13.2,2.2,381.8,741,644,121,N 45,Female,Never,26.50808,Yes_fairly_often,1627,77.4,9.9,0.2,195.6,1242,554,233,N