test.data

朴素贝叶斯分类器

2207,3,10685,373.78,253.67,92.08,70107.5,0
2105,1,16218,60.36,73,51.97,24432.17,0
2105,32,10749,45.68,7.67,6.87,0,0
2242,6,10828,98.06,277.33,51.59,149482.5,0
2242,3,10827,89.38,89,22.29,17489.5,0
2210,7,10821,335.69,58.83,268.65,0,0
2101,17,16201,397.64,104.17,47.73,4326070.83,0
2241,10,10809,73.14,97,11.16,0,0
2242,11,10808,115.32,267,34.81,127983.67,0
2242,6,11233,160.12,164.33,33.6,1111120,0
2101,11,11037,179.63,297.67,68.86,16171,0
2119,36,10736,25.38,0.17,0.02,0,0
2103,33,10636,87.48,30.83,56.79,0,0
2206,13,11037,111.59,146.33,14.29,0,0
2105,8,14228,68.79,113.67,44.81,0,0
2156,7,11050,53.87,74.5,48.35,32545.83,0
2166,0,16219,219.32,487.5,120.84,16193,0
2101,3,10674,561.65,248.5,326.98,0,0
2102,12,16202,303.84,435.17,275.63,13449.17,0
2107,0,10829,176.59,218.17,93.95,10368.83,0
2156,15,11035,66.46,139.67,37.64,20728.17,0
2166,2,10731,185.29,187.5,53.33,37285.5,0
2119,33,10749,126.15,100,16.06,8035,0
2101,29,10795,67.07,13,7.74,0,0
2105,29,10736,169.92,256.17,42.15,0,0
2242,11,11041,371.43,94.83,123.48,17145.5,0
2242,8,10823,124.87,70.83,47.72,257355.67,0
2242,0,10942,135.1,118.83,35.89,232139.17,0
2102,5,10827,965.22,339.5,417.81,200510.5,0
2242,6,10822,123.61,70,29.86,9337.33,0
2242,12,10808,189.12,335,138.08,324.17,0
2101,1,10829,293.27,173.17,23.56,55487.83,0
2119,37,10749,33.59,10,4.8,0,0
2135,3,10669,520.16,276.67,61.59,17023.67,0
2101,1,16214,74.74,105.67,20.03,4555.83,0
2242,2,10818,318.6,237.67,175.69,1498562.17,0
2119,37,10736,71.65,52.67,13.1,0,0
2242,15,11037,226.73,264.5,68.01,14683.67,0
2101,10,11156,87.46,34.67,13.52,5004,0
2102,4,11044,233.8,323.67,240.59,19273.33,0
2242,11,10758,325.85,295.33,87.85,0,0
2166,5,11045,196.41,197.67,121.07,95331.17,0
2156,5,16001,179.2,96.83,37.27,866.67,0
2161,16,11148,101.67,119.83,83.6,59.83,0
2105,5,16201,224.51,119.17,37.51,58058.5,0
2241,12,10808,105.03,57.5,39.04,0,0
2242,23,10758,140.32,93.83,73.86,3795,0
2242,5,10685,229.92,91.83,40.39,7617,0
2241,12,11227,70.04,1.17,0.06,0,0
2241,0,10761,96.37,70,35.37,0,0
2101,0,10811,315.77,57.83,30.25,79259,0
2242,0,10829,177.41,108.67,64.12,0,0
2137,13,11232,688.87,1229.17,271.2,7022.83,0
2107,19,11227,284.3,356.5,108.32,50318.33,0
2242,12,10808,167.62,143,48.47,20346.67,0
2242,0,16219,525.19,111.17,58.28,1450.17,0
2210,6,14605,332.15,386.33,237.14,5740.33,0
2105,50,10733,110.61,104.83,59.58,0,0
2166,6,10818,192.77,178.33,61.94,36087.5,0
2241,22,10758,81.86,99.5,21.45,52.17,0
2107,35,11136,233.1,146.33,86.38,0,0
2103,14,10733,305.26,375.83,144.75,211310.33,0
2114,18,11037,63.53,86.17,26.28,0,0
2101,11,10808,87.38,41.5,22.53,12833.67,0
2156,18,?,45.3,45.5,56.58,4749.17,0
2105,46,?,235.62,197.17,161.23,53319.67,0
2102,19,16205,248.13,296.83,114.9,6420.17,0
2208,3,?,200.81,241.83,34.18,806479.17,0
2209,8,?,234.84,353.67,54.99,157216,0
2242,8,10818,117.21,104.17,47.62,47514.17,0
2242,11,10810,291.95,219.5,99.55,0,0
2206,19,11037,117.18,85.67,23.34,2440.83,0
2242,8,10818,95.37,116.17,22.71,621.83,0
2101,7,10799,114.39,101,55.08,158845.5,0
2166,3,11062,142.38,256,215.38,0,0
2243,7,11233,272.82,443.5,311.31,60094.5,0
2101,13,10809,72.54,61.5,46.81,0,0
2242,2,10809,314.96,113.67,85.7,5066.83,0
2114,7,10823,102,87,57.8,128.33,0
2242,18,11037,261.35,362,45.67,1605800.67,0
2242,45,10740,122.95,226.17,52.46,258781.33,0
2135,24,10921,161.83,194,133.85,0,0
2215,11,10811,296.68,451.83,252.54,197048.17,0
2206,12,11227,197.99,112.5,61.62,138.67,0
2101,3,11233,125.45,154.33,67.64,0,0
2105,43,10643,59.45,18.83,4.68,0,0
2104,10,10809,486.61,704.5,355.15,11122,0
2248,23,11126,214.7,67,68.1,405.5,0
2105,49,?,30.71,5.17,0.4,538.17,0
2101,27,10758,85.83,43.33,18.07,114.5,0
2101,0,10829,163.87,159,52.17,37231,0
2101,9,11159,248.68,353.17,109.91,17986.5,0
2242,5,10818,256.85,356.33,158.26,88915.33,0
2241,14,11233,338.97,83.5,17.71,0,0
2242,13,10809,174.18,217.17,45.03,280043.5,0
2101,0,10727,156.93,122,87.26,0,0
2101,16,10809,318.49,277.5,120.11,9139.83,0
2101,15,10660,160.71,134,78.75,29715.33,0
2212,10,?,1534.47,291.33,273.07,10465.17,0
2135,16,16205,342.02,390.33,82.67,253996.5,0
2241,10,11234,91.79,211.33,77.17,0,0
2241,13,10809,77.89,83,26.94,26989,0
2101,5,11227,166.1,146,66.48,285093.33,0
2135,2,10669,97.51,78.67,14,126755.83,0
2242,14,10809,114.24,93.83,25.36,1858.5,0
2135,10,10808,176.78,524.17,75.37,23540.67,0
2105,21,10749,178.97,99.5,34.05,114610.5,0
2101,60,10718,139.32,109.17,34.7,0,0
2105,21,11227,247.09,97.33,96.59,806,0
2206,7,10809,266.43,223.5,137.12,13929.17,0
2206,20,16201,130.28,108.83,14.38,0,0
2243,0,16219,509.97,159.83,47.29,162046.67,0
2102,0,16219,219.79,75.83,170.32,60714.17,0
2242,6,11239,96.34,21.17,8.3,0,0
2242,31,10642,308.44,402.17,184.71,4076.5,0
2166,9,11233,179.53,198.83,92.88,238187.67,0
2242,13,11035,246.67,279.33,116.59,145843.17,0
2119,26,10750,50.61,72.83,23.34,0,0
2206,0,10778,155.94,100.17,24.66,19836.67,0
2101,9,11159,169.36,74.33,91.51,0,0
2206,3,10778,223.01,184.67,44.39,797710,0
2105,4,11232,46.8,3.5,0.56,17570.67,0
2166,9,10818,180.9,334,143.81,0,0
2242,6,10758,86.27,78,37.22,7540,0
2242,13,10810,262.17,106.33,37.8,0,0
2166,7,10823,364.59,396.5,344.02,432368,0
2243,17,11227,279.67,200.83,100.92,0,0
2101,60,10214,114.84,73,52.87,0,0
2105,10,11153,119.56,266.33,32.96,35.83,0
2105,46,10726,70.09,153.83,28.11,14928.67,0
2206,20,16201,146.82,218.17,55.54,112483,0
2206,17,11032,106.46,94,38.15,0,0
2209,16,11232,116.52,201.33,21.11,622.17,0
2101,27,10749,156.8,127.67,46.25,393962.33,0
2135,24,10922,168.64,120,65.14,0,0
2206,15,10809,245.34,117.83,69.9,9738.67,0
2135,4,11232,357.36,516,228.68,37932.17,0
2242,10,10808,89.3,35,8.08,8474.5,0
2206,18,11035,91.5,13.33,6.8,0,0
2206,17,16201,131.24,99.33,21.87,60809.67,0
2241,3,10685,104.37,328.67,48.55,8243.17,0
2107,1,11060,115.05,132,43.93,5100.67,0
2156,18,11037,65.16,70.17,13.9,0,0
2102,10,11157,204.96,325.33,139.54,49786.17,0
2101,5,10828,405.35,211,170.95,52071.5,0
2242,6,11239,535.92,156.33,135.06,38014.83,0
2242,7,10818,0,0,0,0,0
2102,7,10828,776.74,277.5,642.56,173212.67,0
2102,0,10829,356.12,145,56.55,103620.17,0
2113,0,11233,214.37,5,0.63,174545.5,0
2241,0,10810,333.04,207,143.62,62615.17,0
2107,2,10931,136.1,116.33,59.95,38372.83,0
2114,33,10736,70.31,138.67,39.99,0,0
2248,0,11233,98.75,56,16.04,0,0
2241,13,11154,316.64,468.67,271.59,0,0
2206,14,10809,443.53,69.83,4.34,183866.5,0
2107,0,10674,676.09,123.67,84.12,5394.33,0
2209,13,11233,124.09,238.33,35.63,0,0
2101,0,16214,182.74,164.5,70.01,0,0
2107,20,11035,253.21,202.5,63.69,25804,0
2242,0,16219,255.48,470.83,293.77,90243.17,0
2105,6,11239,150.14,123.67,33.36,79119.33,0
2242,2,10827,90.19,187.83,66.57,9493.17,0
2242,14,10810,313.57,522.5,209.42,35729.17,0
2242,0,11241,137.34,291.33,97.13,98485.67,0
2135,0,16214,88.8,63.83,21.53,0,0
2241,36,10736,64.28,53.83,19.51,0,0
2212,16,10722,449.64,251.83,168.37,7931.33,0
2242,8,10669,171.31,158,73.3,62957.67,0
2105,0,11069,147.75,139.33,28.33,2443622,0
2107,0,?,148.35,176.67,44.29,275317.5,0
2101,6,10816,75.76,10.5,13.41,0,0
2101,25,10758,203.05,59.83,30.52,0,0
2105,10,10815,100.92,172.67,60.81,0,0
2242,27,10798,120.16,354,72.97,50531.17,0
2102,10,11233,245.74,162,79.09,9444,0
2119,32,10758,35.27,13.5,3.94,0,0
2242,21,11227,258.85,291.67,202.84,47701.67,0
2105,56,10630,45.68,65.5,17.07,0,0
2102,9,11046,198.19,249.83,151.19,0,0
2154,13,?,99.89,70,65.63,224.33,0
2135,21,10736,242.06,55.33,11.65,66358.83,0
2114,16,11038,45.46,27.17,33.68,344.5,0
2206,17,11037,104.49,53.5,12.12,108319.5,0
2135,24,10778,173.45,92.5,16.7,403,0
2107,3,10827,175.39,229.67,76.15,8596.17,0
2242,36,10733,148.26,151.5,59.83,0,0
2156,20,16201,47.53,122.67,18.69,3465.17,0
2101,12,10809,82.22,24.33,8.42,0,0
2101,9,10808,138.09,82.33,27.64,8450.5,0
2105,2,11239,71.37,92.5,21.33,271335.67,0
2242,8,11156,89.18,107.83,29.89,0,0
2135,18,10758,279.73,212.67,76.46,0,0
2135,0,16223,115.83,134.83,52.75,2829.33,0
2105,11,10810,30.45,0,0,0,0
2206,17,10758,93.45,148.83,36.45,0,0
2105,18,11148,30.45,47.83,24.21,0,0
2101,6,11239,192.72,290.5,30.15,25739,0
2135,16,11228,83.88,71.67,33.43,0,0
2101,30,10761,359.19,280.83,64.2,857327.17,0
2103,51,10733,161.11,154.83,38.79,94.33,0
2206,16,10761,94.83,14,0.84,41371.17,0
2242,17,10808,119.56,136.33,31.31,242553.67,0
2101,22,11227,413.96,81.83,80.2,22358.33,0
2242,9,11154,130.84,95.5,48.62,510578.83,0
2242,0,10829,90.03,52.67,34.53,0,0
2105,17,10928,57.76,94.33,34.16,0,0
2101,20,16201,102.55,88.5,13.22,384210.17,0
2242,8,11046,96.19,158.17,35.06,0,0
2241,31,10749,73.23,84.83,13.46,0,0
2242,11,11232,139.51,115.83,79.73,158742.83,0
2137,0,10829,588.25,2319.67,961.62,154638.17,0
2102,6,10933,184.86,33.83,16.88,7056,0
2241,10,11044,147.73,74.67,39.47,6045.33,0
2242,8,10931,207.79,51.17,16.9,0,0
2189,3,11035,116.36,202.83,18.77,5644.33,0
2102,8,10821,516.01,81,55.77,158164.17,0
2101,6,10795,7706.18,1141.67,1026.61,1373.33,0
2102,13,10810,211.37,208.67,184.89,4840.17,0
2119,34,10718,15.23,0,0,0,0
2242,10,10808,225.77,67.67,30.33,22466.5,0
2102,14,10810,547.53,405.33,222.73,0,0
2105,0,11234,103.59,128.5,19.05,1002417.17,0
2243,1,16214,613.98,438.67,244.64,2575210.5,0
2156,0,10731,97.65,76.33,30.38,7071.67,0
2101,30,10778,337.31,236.33,77.2,0,0
2242,1,10808,125.57,246.83,16.73,485494.33,0
2102,5,10808,1026.13,484.83,929.64,1072579,0
2241,10,10823,125.62,143.17,15.63,75176.67,0
2206,20,10758,106.22,15,9.31,33775.67,0
2119,2,10799,71.45,23,8.88,191792.83,0
2105,5,10933,49.5,32.67,11.57,153.17,0
2241,8,10810,70.95,36.83,4.13,0,0
2243,1,10818,411.7,161.33,82.57,820067.83,0
2135,4,11062,205.83,337,95.15,583.17,0
2242,13,10736,251.06,173.17,85.17,5133,0
2103,30,10749,200.8,24,25.29,18225.67,0
2102,5,10829,228.47,171.17,609.19,348642.67,0
2242,0,16219,268.45,83,23.85,0,0
2212,0,10808,113.12,85.67,50.7,4249.67,0
2104,0,16219,442.83,1058.33,452.1,62281.83,0
2242,9,10818,126.55,112.17,37.67,13908.5,0
2156,0,11241,138.41,138.17,39.96,1250989,0
2104,9,14604,600.31,633.5,601.29,25871.67,0
2161,2,14606,147.51,82.67,48.55,15909,0
2242,5,11232,232.28,471,125.27,744219.17,0
2101,16,16201,84.79,84.67,10.98,0,0
2120,0,10827,275.79,717.5,113.05,0,0
2105,10,11037,0.32,1.33,0,512.5,0
2204,13,?,68.43,0,0,0,0
2119,33,11014,54.16,27,6.8,0,0
2101,10,10740,95.9,1,0.61,10517.33,0
2101,3,10680,123.79,94.33,22.17,541779,0
2135,27,11030,373.17,146,63.54,3827407.5,0
2101,10,11234,320.61,281.5,234.32,244.83,0
2135,23,10778,147.45,227.17,56.65,0,0
2101,1,11063,183.13,74,58.6,292306.83,0
2104,2,10829,818.67,603.83,336.88,51241.67,0
2242,12,10808,88.33,89,39.81,1059.5,0
2135,23,10799,134.2,111.5,27.87,37.33,0
2105,3,10939,153.1,239,64.51,0,0
2243,10,11234,222.36,218.17,188.85,1132,0
2242,12,11232,94.38,127.83,43.15,2241.83,0
2107,0,10827,127.73,143.17,47.16,0,0
2156,19,11038,54.72,128,33.38,0,0
2101,11,10808,140.84,89.17,24.17,6782.67,0
2107,10,10808,246.5,225,127.63,1484784.67,0
2241,13,10810,364.23,4.67,3.88,0,0
2242,10,10808,159.64,156.5,71.99,0,0
2242,19,16205,413.56,518.17,148.98,3354.83,0
2105,14,10928,33.13,24,39.93,0,0
2101,19,10758,507.58,629.33,257.16,4248464.83,0
2105,10,11234,102.56,141.5,80.91,1178,0
2243,7,10674,470.12,436.33,429.52,120246.83,0
2101,30,15000,171.72,109.5,43.23,61589.83,0
2212,16,11148,108.85,113.83,35.85,2622.33,0
2101,23,10761,93.4,60.67,39.5,0,0
2101,30,10758,83.17,71.5,21.46,0,0
2105,2,16112,47.75,54.83,16.01,0,0
2135,22,10758,679.71,212.67,172.48,2007.17,0
2241,9,11232,90.49,94.67,25.9,0,0
2105,0,11233,59.35,109.33,20.71,1624,0
2119,13,10758,0,0,0,0,0
2161,41,10733,176.22,44.67,298.8,0,0
2242,5,11062,116.69,63.5,16.46,24377.5,0
2107,8,10669,102.03,37.83,8.47,0,0
2241,0,16212,92.69,105,25.82,0,0
2248,22,16100,394.94,404,164.3,137.5,0
2156,20,10758,39.59,33.5,8.17,0,0
2241,11,10669,75.46,46.67,32.38,2001.83,0
2156,24,10778,39.59,7.33,3.75,0,0
2102,20,10758,172.7,287.5,128.5,0,0
2242,9,10934,172.51,263.83,59.38,185262.67,0
2114,2,10811,31.61,38.5,17.36,0,0
2153,60,?,337.6,180.5,180.32,0,0
2242,11,11044,108.89,102,49.04,539,0
2242,6,10669,713.25,213.5,167.53,31385,0
2242,0,10809,167.23,331.17,115.1,0,0
2206,0,10811,130.68,73.33,66.14,0,0
2102,4,11062,617.03,383.17,282.37,13608.33,0
2101,6,10818,473.61,445.17,180.62,63275.5,0
2105,0,10827,60.1,107,27.29,92070.5,0
2105,6,10809,46.34,22.5,27.71,0,0
2242,10,10808,197.81,340.67,65.96,60723.33,0
2242,13,10808,139.07,167.17,80.17,13910.83,0
2242,19,11229,165.54,96.83,44.43,8216.5,0
2241,11,10814,76.74,35.83,8.01,0,0
2104,6,10818,409.92,517.83,452.38,17304.67,0
2103,0,16214,96.86,66.17,9.58,0,0
2242,20,16201,237.65,85,43.95,0,0
2114,1,16218,63.22,109.67,39.84,10315.33,0
2101,4,10811,213.37,95.17,48.51,0,0
2135,17,11148,116.64,104.5,23.96,0,0
2241,15,16201,107.6,110.33,21.66,0,0
2242,6,10827,92.29,9.5,3.48,0,0
2101,27,10778,75.73,54.83,65.61,0,0
2105,4,11044,59.48,70,24.77,897.67,0
2101,26,10795,143.08,113.17,85.99,12802.5,0
2102,7,10811,248.44,396.5,178.71,525292.5,0
2102,12,16202,235.56,139.17,113.13,1316.33,0
2101,3,11239,120.98,59.33,47.69,1334,0
2242,40,10736,179.11,188.5,90.25,0,0
2241,1,11227,272.4,366,184.39,398427.33,0