test.data

朴素贝叶斯分类器

2105,12,?,26.9,6.67,11.73,0,0
2243,6,10816,204.77,0,0,0,0
2160,34,10736,222.61,171.67,44.92,0,0
2156,32,10758,70.35,67.5,43.64,0,0
2242,11,10809,0,13,0,10302.17,0
2101,0,14232,204.44,174.33,91.83,0,0
2105,16,16205,109.88,60.17,26.87,214.17,0
2135,22,11144,109.62,32.5,9.55,0,0
2154,22,?,137.52,100.5,20.94,0,0
2156,6,10823,39.59,10,2.59,0,0
2241,4,10669,97.83,80.5,57.12,0,0
2241,3,11233,168.19,90.17,33.14,340657.5,0
2104,20,11227,434.18,343.33,119.58,125916.17,0
2242,7,11233,131.64,91.67,52.19,0,0
2105,29,11216,30.45,17.83,17.52,0,0
2243,1,11241,567.08,1154.67,357.18,73734.83,0
2102,8,11232,448.95,269,78.47,2499769.67,0
2101,0,10829,170.24,244.33,109.92,247,0
2242,0,10829,174.02,333.33,103.54,42581.5,0
2242,10,10817,486.89,63.83,25.74,11335408.83,0
2206,20,11227,158.46,91.5,28.75,0,0
2252,11,11232,102.59,48.67,14.17,0,0
2209,5,10828,327.55,244.33,201.8,7301,0
2241,11,10809,70.04,0,0,0,0
2248,11,11232,255.79,206.67,92.53,5179,0
2104,0,10829,498.7,618.17,336.38,26778.67,0
2102,0,16219,365.65,515.67,359.58,0,0
2242,0,10829,327.91,215.33,148.53,2614410.83,0
2103,18,10778,50.26,4.17,4.7,0,0
2166,4,10810,194.89,205,143.34,68395.67,0
2102,44,10733,248.41,335.67,263.42,0,0
2119,25,11029,21.76,33,21.47,0,0
2242,2,11058,70.05,40.17,15.54,82455.83,0
2120,17,16210,334.3,496.33,253.66,6833.5,0
2156,5,?,107.05,159.33,51.89,14093.17,0
2105,28,10758,35.6,30.5,20.37,0,0
2156,10,10808,107.31,71.33,43.18,10212.33,0
2161,23,10799,184.41,8.33,18.1,0,0
2206,18,14602,120.69,69.67,12.2,0,0
2102,0,10816,487.19,190.33,100.77,0,0
2206,15,11148,175.98,58.5,30.94,691556.83,0
2101,21,10758,105.07,105.67,78.46,5876.5,0
2107,2,10830,101.79,146.67,82.02,52071.83,0
2135,12,10809,321.48,343.83,84.89,2097.83,0
2119,4,10809,56.02,130,21.64,0,0
2241,6,11035,83.63,114,61.68,0,0
2114,9,11159,31.89,38.5,29.97,0,0
2243,7,10816,453.32,457.5,287.78,12188,0
2243,34,10757,454.86,528.33,296.28,95658.17,0
2242,9,10809,100.38,132,30.53,32337.17,0
2135,13,10809,122.64,154.33,21.5,66372.17,0
2166,53,11120,233.47,374,301.78,0,0
2102,0,10799,184.89,203.17,149.12,26752.17,0
2107,0,10829,143.68,117.33,48.97,31394,0
2135,18,10799,220.3,99,255.13,0,0
2156,8,11046,85.25,151.67,41.94,0,0
2242,2,16201,141.93,66.17,26.91,725080.5,0
2241,19,16201,54.81,0,0,0,0
2155,17,?,112.4,52.67,30.53,0,0
2156,18,10808,50.03,38.83,11.19,0,0
2135,20,16201,2598.71,0,0,0,0
2156,15,11228,67.07,44.67,18.73,0,0
2127,7,10821,258.85,101.17,34.82,0,0
2242,14,10928,383.09,293,175.38,521.5,0
2107,7,10811,181.61,109.17,103.12,5525.5,0
2241,10,10815,78.42,14.67,2.6,10614,0
2104,0,11059,1043.03,2147.17,824.7,4435.17,0
2102,1,16203,497.72,114,89.89,148074.67,0
2242,9,10778,102.79,70.33,42.1,0,0
2242,1,10818,245.73,173.17,92.73,219859.67,0
2242,2,10827,128.23,110.33,25.45,115470.83,0
2248,0,10726,346.81,439.33,231.79,0,0
2105,0,10827,51.58,59.83,27.74,0,0
2135,17,10809,122.65,123.5,45.47,2126,0
2101,1,16115,66.99,42.33,13.61,0,0
2241,12,10809,114.19,48,15,0,0
2119,17,10809,42.87,38.83,5.79,0,0
2242,9,10758,115.26,79.5,35.4,0,0
2206,19,16205,146.02,139.5,37.58,31201.33,0
2189,22,11227,124.77,175.83,48.38,530181,0
2242,34,10736,130.4,132,28.52,0,0
2102,2,10811,271.9,509.17,117.06,31077.33,0
2119,60,10214,15.94,18,4.19,0,0
2155,34,?,55.56,72.67,14.14,4065.67,0
2102,27,10795,192.67,238.17,102.66,9964.33,0
2135,22,16202,133.51,66,32.41,137.5,0
2242,14,11037,151.37,112.17,116.9,0,0
2102,8,10815,341.94,525,192.02,178277.33,0
2101,12,10808,116.71,70.33,32.82,0,0
2241,6,11233,198.32,144.67,68.66,26778.33,0
2120,21,10657,408.68,130.17,18.83,41205.17,0
2248,2,10829,438.44,377.17,134.73,5958337.67,0
2156,0,16203,83.81,0,0,0,0
2135,10,10808,508.99,522.83,774.13,9972.67,0
2137,2,10828,720.4,1346.17,847.74,12425.5,0
2101,40,10643,102.13,146.33,21.79,0,0
2101,5,10816,82.98,95.83,13.42,0,0
2102,11,10808,216.84,300,270.51,9191.33,0
2101,10,10808,112.09,101.67,55.01,27694.5,0
2105,0,14233,15.23,0.33,0,0,0
2241,14,16201,1414.91,289.17,563.01,0,0
2105,0,10685,34.7,77.83,50.07,0,0
2242,4,11044,186.71,228.5,67.78,348548.33,0
2166,8,10809,154.49,225,280.18,2870,0
2102,10,10808,631.14,644.17,480.25,0,0
2105,10,10669,45.68,4.83,1.67,0,0
2242,14,11228,88.31,46,19.18,0,0
2101,12,10818,123.54,68.67,86.08,222476.83,0
2135,17,11227,246.24,171.67,141.42,10548.67,0
2105,9,10746,47.59,91.5,42.36,6643.5,0
2206,19,16105,179.77,116.83,28.75,0,0
2101,0,16223,104.1,112.33,14.36,0,0
2242,7,10818,91.91,46.17,23.92,0,0
2101,55,11120,82.22,16.67,6.44,0,0
2107,8,10823,230.7,210.67,120.61,0,0
2242,0,10800,140.79,527.17,24.15,236204.67,0
2105,15,10808,107.14,72.17,24.51,0,0
2242,15,11148,126.88,6.33,0.16,0,0
2241,11,10810,147.94,72.17,95.02,0,0
2105,30,10749,45.97,52.83,22.39,2640.17,0
2156,0,16219,356.61,113,68.31,16928.17,0
2156,53,?,39.59,34.17,13.36,0,0
2135,16,11148,100.61,142,27.23,0,0
2156,19,11037,84.18,172.33,40.17,28604.17,0
2101,9,10809,85.24,74.17,20.05,0,0
2102,27,11227,306.47,354.83,416.27,2551.33,0
2243,10,10808,255.79,222.33,77.6,262790.33,0
2102,24,11227,437.61,273.5,157.76,15452.83,0
2107,9,14605,1446.33,145.33,55.2,137.5,0
2135,26,10778,162.72,101.67,25.88,351018.33,0
2101,2,10731,147.34,98.5,47.54,213846.17,0
2242,7,10818,188.91,358.83,79.13,35639,0
2243,4,11059,505.69,468,337.22,983053,0
2105,3,16112,82.31,43.17,24.52,252816.67,0
2242,14,10928,213.33,167.67,182.07,2138.67,0
2119,38,10736,36.45,21,14.82,0,0
2161,10,10815,107.8,70,23.3,0,0
2104,0,14601,781.09,695.17,570.72,234187.5,0
2114,26,10778,45.39,41.67,28.58,0,0
2102,34,?,212.63,315.67,104.88,0,0
2153,5,?,106.27,58.83,66.98,0,0
2151,3,10731,455.18,967.33,491.2,312.17,0
2242,29,10758,215.62,51.17,53.96,46155.33,0
2105,0,11228,91.41,132.17,37.47,22954.83,0
2206,20,16201,178.45,134.17,118.19,13887.5,0
2102,37,10749,256.49,262.33,270.21,354058.33,0
2102,19,10660,243.97,319,275.85,21003.67,0
2101,60,10324,360.13,310.67,258.2,0,0
2156,22,10758,50.1,57,19.01,17206.17,0
2242,8,11232,199.17,0,0,0,0
2114,5,11059,187.48,35.33,12.63,0,0
2241,11,11233,82.87,139.33,4.75,23809.17,0
2242,10,11234,194.54,382.33,92.84,11938.17,0
2101,49,10733,136.77,80.17,37.24,0,0
2206,5,10815,209.66,165.5,64.36,528763.33,0
2102,5,10685,332.31,390.17,191.88,2789059.17,0
2241,19,11038,49.79,116.5,35.91,206,0
2241,21,10758,202.99,198.67,94.6,0,0
2242,9,10809,0,0,0,0,0
2137,0,10829,678.43,2019.67,970.57,30460.5,0
2104,0,10829,832.69,934,778.15,1059134.83,0
2243,7,10821,544.02,331.33,153.81,1560789.17,0
2242,12,10810,173.4,369.17,80.39,15328.67,0
2241,14,11232,83.07,60.83,21.02,1206.5,0
2208,13,?,702.87,516,642.99,30771.83,0
2241,21,10758,64.13,2.5,1.39,0,0
2107,2,10942,88.6,116.17,64.53,22588,0
2102,11,10808,216.95,334.83,205.04,0,0
2101,31,10761,182.97,169.83,37.78,18654.67,0
2104,14,11035,923.14,448.17,181.45,5186144.5,0
2101,18,16201,108.19,71.83,12.39,8381.67,0
2241,10,10808,111.77,47,12.38,524482.67,0
2101,29,10740,119.02,202.83,24.59,0,0
2248,2,11059,211.93,295,119.41,97802.67,0
2242,8,11232,77.2,263.67,17.72,50375.17,0
2206,17,11038,116.54,60.67,20.26,0,0
2206,20,16202,231.16,129.67,65.15,808881.17,0
2101,37,10750,119.65,19.67,12.08,0,0
2102,11,11233,241.65,281,86.56,1429.83,0
2156,0,16201,350,59,44.03,23450.67,0
2248,0,16219,515.3,147.67,106.81,1069.83,0
2242,6,10810,200.63,506,153.25,20802.17,0
2248,8,10809,194.21,224.67,193.32,0,0
2156,3,11232,82.91,45,10.87,0,0
2101,10,11234,162.28,225.17,62.75,8631.67,0
2242,8,10818,183.58,43.5,18.92,1144199.33,0
2242,11,11038,289.34,554,154.63,570366,0
2156,22,10925,412.88,61.83,55.49,0,0
2135,24,15000,139.53,67.67,36.9,0,0
2101,0,11239,83.93,8.33,2.1,645.67,0
2135,10,10811,151.83,65.67,14.5,68609.5,0
2135,17,16201,256.81,432.67,196.62,0,0
2241,0,10808,120.83,169.67,33.78,0,0
2166,15,10758,162.93,410,200.36,93984.5,0
2101,7,10822,168.92,246,115.21,6569.5,0
2242,0,16219,211.54,248.67,160.58,9411.83,0
2107,13,10809,172.93,158.83,50.27,41707.83,0
2243,0,10669,568.76,606,519.24,1009078.83,0
2248,10,11154,481.87,529.5,516.43,0,0
2242,12,11037,108.94,63.67,26.61,6256.83,0
2206,20,11228,111.88,27.67,12.52,2153.5,0
2101,56,10736,174.02,12.5,4.06,0,0
2242,2,11241,200.57,130.17,32.84,17680.83,0
2106,9,10811,63.17,29.83,4.16,0,0
2242,6,11046,186.73,100.67,44.9,688244,0
2248,3,10829,362.07,451.33,268.88,743474.17,0
2241,9,10808,54.81,0,0,0,0
2242,1,16218,121.81,168.67,50.53,266987,0
2117,7,?,30.47,0,0,318835.33,0
2241,12,11037,482.93,360.17,290.68,0,0
2104,1,14607,517.71,351.83,178.57,3752.5,0
2102,15,10810,2128.06,324.33,271.61,2137.33,0
2156,11,?,43.44,15.83,39.24,34026.83,0
2104,0,16219,1334.54,847.83,710.54,1089861.83,0
2243,16,14602,357.08,346.33,216.47,0,0
2248,3,11062,266.45,338.33,350.67,0,0
2136,12,10811,1233.46,282.83,183.3,2468.33,0
2241,12,10808,79.27,33.83,6.73,0,0
2105,8,11044,99.22,127.17,92.63,26324.17,0
2101,22,10800,69.02,26.5,16.41,4745,0
2114,35,10736,32.7,24.83,87.24,0,0
2107,9,11232,300.72,660.67,155.72,0,0
2119,32,10749,6.09,0,0,0,0
2105,10,11233,30.65,19.83,9.87,5652.83,0
2241,3,10674,68.11,2.33,0.6,0,0
2183,18,16201,328.37,459.67,491.39,47167,0
2105,22,10758,61.49,110.33,33.01,0,0
2101,10,11234,256.72,192.83,97.6,4040.33,0
2105,60,10718,80.23,65.67,35.24,0,0
2101,25,10758,128.54,62.17,14.64,79491,0
2137,0,14229,1249.28,1251.67,860.32,795969.5,0
2101,5,11240,255.68,173.17,76.67,1378105.67,0
2241,12,10733,175.1,197.33,57.68,58962.33,0
2135,0,14605,328.25,83.67,32.43,0,0
2206,6,11233,213.81,115.83,19.99,4285,0
2101,59,10720,98.62,61.67,9.45,4072,0
2242,12,11037,184.24,250.17,66.86,16714.67,0
2105,12,11154,62.02,63.83,19.35,0,0
2242,2,10829,259.47,132.67,63.59,456869.17,0
2206,0,13001,102.84,28.83,12.83,83245.67,0
2135,19,11227,116.32,51.67,9.27,4449.67,0
2104,0,11059,428.76,706,407.26,76119.17,0
2134,0,16219,574.58,144.83,72.81,111703.5,0
2103,6,11239,106.28,38.17,12.96,294714,0
2102,5,10827,269.99,219.5,171.97,987717.5,0
2105,55,10733,78.44,125,84.59,234.5,0
2105,30,10758,117.05,210.83,46.16,0,0
2101,0,10939,761.96,354.17,202.47,56126.67,0
2156,12,11227,163.87,14.33,25.66,0,0
2242,7,11232,108.29,139.33,25.91,63869.5,0
2242,9,10808,104.72,71.33,31.4,20538,0
2102,0,16219,235.63,225.83,83.38,0,0
2102,0,16219,441.48,533.17,434.2,19843.17,0
2135,6,16112,390.12,418.17,227.05,101222,0
2102,4,10830,461.9,330.17,170.42,1539.83,0
2135,7,10818,145.35,195.17,47.94,39322.17,0
2102,4,10823,292.06,300.67,228.31,0,0
2135,5,11058,244,386.5,110.17,8374.83,0
2101,9,10818,370.59,140.33,67.53,51265.83,0
2135,18,10758,148.21,247.5,103.76,0,0
2242,12,11020,294.88,114,320.98,0,0
2101,18,16201,101.25,86.17,60.09,21632.83,0
2105,6,11044,63.08,116.83,36.99,0,0
2101,11,11154,140.23,179.33,41.68,0,0
2105,22,10758,70.01,80.5,33.08,0,0
2135,22,16201,161.43,93.33,23.35,0,0
2135,22,11227,219.37,78.83,73.65,21238.17,0
2135,20,11228,101.25,51.5,17.44,0,0
2241,13,10929,65.08,96.83,17.02,0,0
2135,8,10823,1153.98,567.67,432.54,138470.17,0
2115,51,10733,7.89,6.33,3.52,0,0
2156,0,11233,174.9,165.67,64.88,0,0
2105,2,10828,212.57,394.33,60.83,0,0
2212,8,10818,205.35,99.5,21.38,5678.5,0
2102,45,10728,189.54,78.33,39.37,0,0
2242,0,10808,202.12,231.17,133.28,20804.67,0
2114,34,10757,27.6,0,0,0,0
2136,2,11064,597.6,975.83,398.5,5281476.5,0
2241,21,10758,88.46,62,25.46,4288.67,0
2242,15,16201,201.07,438.67,132.32,0,0
2135,12,10758,180.87,151.33,69.67,78894.5,0
2242,2,16218,112.12,105.83,79.17,3952.5,0
2115,51,10733,5.53,7.17,1.7,0,0
2161,24,11030,116.89,222.5,125.19,0,0
2103,32,10749,51.6,8.5,12.6,0,0
2120,26,11227,2859.91,366.67,677.68,1628.33,0
2114,4,11046,46.87,54.67,9.63,3760.67,0
2135,48,10736,102.93,13.17,8.02,0,0
2242,15,10928,91.17,14.67,12.74,41861.17,0
2101,18,11232,462.83,244.67,78.58,1010316.5,0
2156,2,11239,44.3,17.83,5.77,202781.83,0
2242,3,11241,209.87,204.33,103.67,721667.5,0
2135,5,11232,130.49,122.33,20.27,3421,0
2242,26,10800,237.13,222.5,85.64,268454.83,0
2210,14,14602,403.3,1079.17,569.5,0,0
2119,13,?,15.23,0.5,0.46,0,0
2114,32,10749,30.16,0,0,0,0
2102,19,10925,239.52,176,40.23,217897.33,0
2242,12,11156,158.94,83.17,38.7,6757.17,0
2156,16,11232,101.23,97.83,21.03,286383.33,0
2103,14,10925,75.52,0,0,0,0
2135,21,11228,205.27,383.33,94.23,0,0
2208,12,11044,93.02,144.33,59.51,0,0
2242,12,10809,0,0,0,0,0
2206,15,10809,106.91,54.33,15.07,0,0
2135,14,10809,116.7,90,15.99,0,0
2101,12,10811,100.95,84.67,31.31,27773.83,0
2114,0,10809,72.7,119,41.54,0,0
2242,23,16203,95.82,127.33,17.03,8410,0
2189,9,11227,121.13,165.83,104.54,0,0
2105,7,11233,35.83,14.83,14.85,5359,0
2242,7,10809,200.4,197.5,76.04,27228.5,0
2119,33,10750,15.23,5.17,0.81,0,0
2241,10,10759,1.54,8.83,0,0,0
2242,18,11227,198.69,285.67,103.31,246499,0
2105,19,16204,231.14,70.17,23.15,1480111.5,0
2101,43,10740,151.24,194.83,134.49,11003,0
2105,5,10800,52.3,35,49.85,0,0
2135,10,10666,213.3,212.67,63.71,23808.83,0
2242,1,11233,206.11,274,43.17,2740.67,0
2101,5,10674,94.39,79.17,21.77,188562.33,0
2101,25,11227,82.32,79.67,17.57,0,0
2102,8,11233,350.18,416.5,409.75,10886,0