test.data

朴素贝叶斯分类器

2135,0,16219,185.83,218.83,20.42,702999.67,0
2242,10,10808,127.71,218.5,46.77,0,0
2248,18,11227,302.11,477.83,141.3,0,0
2114,6,10822,104.41,130.67,76.52,2030.33,0
2101,4,10828,163.71,112,38.79,5814.33,0
2119,30,11216,15.58,6.5,4.31,0,0
2166,6,11233,281.58,274.67,342.52,0,0
2101,10,10811,233.17,260.83,173.99,0,0
2248,6,10829,481.83,283.83,151.48,55639.33,0
2105,20,16201,30.45,136.67,31.14,0,0
2248,9,11037,304.07,630.5,327.73,8292.83,0
2248,0,14229,243.27,96,61.53,251339.33,0
2241,1,16218,55.07,133.83,15.13,0,0
2101,0,16219,839.23,254.83,182.65,807.17,0
2105,30,10736,30.47,39.33,6.75,0,0
2155,6,11232,71.58,24.33,2.98,0,0
2242,2,11062,83.2,136.67,58.62,86739.33,0
2242,25,11227,154.66,92.33,46.3,0,0
2242,9,11038,280.68,341.83,144.59,179691.67,0
2137,6,10810,987.86,863.67,970.1,0,0
2102,6,10810,874.02,400.83,194.53,14365.17,0
2135,24,10761,146.59,12,2.3,31945.83,0
2102,14,16202,947.06,130.17,150.49,308626.83,0
2135,23,16204,189.91,114.17,30.17,5007.67,0
2135,16,16201,109.72,76.17,35.75,2298.17,0
2242,34,10736,77.29,100.83,39.93,0,0
2248,0,14232,209.25,234,100.43,19000,0
2242,0,10829,141.25,274.67,22.82,126002,0
2118,28,10795,0.93,111.67,65.71,3657.83,0
2248,0,16218,1013.37,217.33,141.9,15874.33,0
2242,35,10740,86,95,51.05,0,0
2105,2,10931,43.79,95,25.78,19470.83,0
2127,5,16210,252.95,228.67,181.52,36410.5,0
2248,0,16219,197.82,99,55.94,26460.83,0
2166,17,11232,409.88,380.5,370.65,0,0
2105,60,?,105.8,92.33,69.09,0,0
2241,12,10777,0,0,0,109363.83,0
2135,2,11239,115.26,59.17,7.95,0,0
2105,8,10778,30.45,9.5,3.3,0,0
2107,12,11037,139.63,174.5,81.87,17467,0
2241,11,11037,77.25,36.5,17.11,3120.33,0
2105,9,10810,51.5,108.33,16.15,2378.83,0
2242,5,11239,307.32,50.67,107.73,790427.5,0
2242,4,10685,339.44,76.33,99.34,2555107,0
2242,5,11239,256.38,192.67,107.95,340506.17,0
2243,19,16202,414.79,723,330.32,1496.33,0
2241,7,11232,132.77,7.5,5.46,10344.67,0
2102,29,10749,256.35,180.33,69.39,23090.83,0
2102,57,10733,216.74,331.67,39.01,0,0
2107,18,16201,98.98,15.5,3.33,0,0
2137,5,10822,1128.89,1050.83,1118.4,4413,0
2135,19,16205,100.59,83.5,11.49,367,0
2104,0,14229,1127.18,1017.33,565.59,501343.17,0
2156,4,11059,87.9,146.5,62.29,36297.5,0
2241,15,10928,71.54,50.17,20.72,19569.83,0
2242,12,10809,164.25,186.83,77.41,38689.33,0
2135,20,11227,102.07,196.5,14.38,2417.33,0
2242,7,10818,220.56,249.83,79.73,299657.5,0
2107,12,11038,250.01,598,115.11,496,0
2248,10,10811,563.11,457,64.1,3799824.67,0
2101,22,16201,104.58,38.67,8.57,0,0
2242,3,10819,117.03,197.83,23.66,0,0
2101,38,10749,111.22,0,0,0,0
2242,0,10829,182.43,324.67,78.31,359497.83,0
2101,6,10676,145.57,154.5,56.65,2449.33,0
2242,9,10822,197.8,242.5,78.78,31231.83,0
2206,16,10925,168.11,93.67,31.38,0,0
2105,6,10822,183.8,208.5,142.8,174499,0
2135,22,10758,109.62,191.83,15.82,0,0
2102,1,11240,302.71,330.83,146.71,44713,0
2242,6,10816,95.7,74.17,21.77,62228.83,0
2105,6,10815,52.52,53.5,18.69,0,0
2248,41,10736,359.62,273,216.07,10256.67,0
2107,20,10758,120.28,182.67,114.12,15574.67,0
2156,0,16218,45.06,112,17.08,0,0
2114,6,11057,32.92,12,1.83,1600.17,0
2241,6,10823,101.76,116.17,49.04,289,0
2242,6,11233,255.01,417,218.36,0,0
2105,1,10733,36.32,4.17,0.9,487.17,0
2206,19,10758,205.86,88.17,15.51,312395.17,0
2206,8,10822,281.88,160.83,118.97,246260.17,0
2102,18,10808,193.74,460.67,246.81,301601.5,0
2242,9,10818,268.69,202.5,35.81,3603,0
2156,21,11142,133.8,196.83,175.87,106.33,0
2105,26,11227,47.46,62.67,20.16,18842.83,0
2101,20,10758,76.69,101.83,43.86,9551.33,0
2242,6,10829,622.81,624.67,126.89,1438826.17,0
2242,0,11239,197.8,129.83,17.6,5556125,0
2135,0,14607,121.68,156.33,7.21,0,0
2102,4,10819,210.26,124.17,108.13,49533.17,0
2107,42,10736,472,59.5,46.25,0,0
2105,22,10800,150.25,161.17,70.93,0,0
2101,22,10758,99.71,38.67,24.54,0,0
2243,6,10817,290.69,657.5,130.2,0,0
2114,34,11216,59.54,60.17,22.39,0,0
2105,60,10214,30.45,21.67,8.52,0,0
2156,29,?,324.78,112.5,40.07,0,0
2156,0,10811,71.5,81.33,18.91,47987.67,0
2242,0,10821,127.07,64.33,47.37,286407.5,0
2242,10,10811,107.99,78.5,16.01,23819.17,0
2242,11,16205,231.19,127.67,190.79,0,0
2136,21,16205,371.25,460.83,463.98,0,0
2242,12,11044,105.57,65.5,17.44,11774.67,0
2242,10,10809,0,0,0,0,0
2242,36,10740,404.87,100.5,69.11,395.67,0
2206,20,11227,288.51,139.67,87.4,517969.83,0
2156,26,10758,41.49,54.5,10.95,3967,0
2102,11,11045,278.73,474.33,486.84,35793.17,0
2156,19,?,39.59,2.17,5.66,0,0
2241,20,10733,135.78,198.33,63.46,0,0
2242,20,16202,71.31,36.17,30.8,5708.67,0
2241,6,11239,73.84,15.5,4.47,0,0
2102,1,10811,208.14,403.17,151.94,29865.83,0
2107,21,10749,410.51,147.33,62.77,0,0
2102,16,10808,3348.58,182.67,152.31,9082.67,0
2248,0,10816,292.18,599.17,250.85,8150.5,0
2105,6,11239,44.17,101.17,16.71,0,0
2242,8,10818,249.07,190,158.87,789831,0
2101,0,11059,114.13,163,77.46,13103.83,0
2102,19,16205,263.46,410.5,193.25,375512,0
2102,8,11030,575.25,247.67,100.72,352965.5,0
2248,4,10685,337.95,845.67,204.89,100738,0
2242,19,16205,269.29,287.83,73.11,3872469.33,0
2242,1,11059,184.76,280.17,93.01,168711.17,0
2101,0,10828,145.85,67.67,60.95,2850.17,0
2206,19,10657,95.72,21,4.72,351.17,0
2101,27,10758,119.43,77.5,28.68,0,0
2242,9,10934,127.4,129.67,94.81,15093,0
2114,10,11008,33.39,73,6.34,0,0
2101,16,10810,311.83,401.67,124.39,138992.17,0
2105,11,10809,54.1,26.17,10.21,280270.17,0
2241,14,10808,365.45,195.33,84.12,361186.5,0
2156,25,?,122.12,126,89.7,41204.83,0
2135,2,10758,228.57,334.17,127.26,0,0
2135,13,10758,489.48,440.67,339.85,253239.33,0
2135,26,11216,103.45,95.33,28.73,0,0
2208,10,11044,105.19,201.67,80.54,39094.67,0
2156,22,10799,72.76,109.33,34.03,13042.33,0
2105,20,10758,56.59,70.17,44.01,0,0
2102,13,10925,258.68,393,212.6,213449,0
2206,9,11037,190.71,128.83,47.24,46315.83,0
2248,1,11242,352.63,211.17,154.28,917659.5,0
2242,8,11232,91.31,44.83,16.66,22377.83,0
2101,20,10758,89.35,40.5,72.27,0,0
2242,5,10214,324.39,327.67,65.92,176,0
2101,3,10809,195.88,225.17,76.45,1740554,0
2101,10,11045,105.41,77,39.01,0,0
2102,26,?,231.28,557.5,238.63,301529.17,0
2102,3,10830,219.33,245,237.71,5068,0
2241,6,10827,99.41,91.33,33.31,0,0
2164,29,?,201.41,206.17,319.95,0,0
2242,15,11227,139.64,67.5,26.62,1100,0
2135,3,10669,203,272.67,59.35,331503.67,0
2136,0,16203,378.96,953.67,336.34,1018504,0
2104,20,10758,564.58,970,733.35,0,0
2206,12,11044,98.03,6.67,6.41,0,0
2135,21,11031,205.88,494.83,164.2,0,0
2241,4,10809,78.7,75.17,5.5,48925,0
2156,8,10822,79.35,30.83,11.35,45317,0
2166,28,10795,332.24,431.67,227.02,669.33,0
2241,4,11232,76.28,32.83,11.96,0,0
2242,2,11062,113.61,97.33,26.76,0,0
2135,15,10810,269.17,119,92.36,0,0
2242,4,16201,83.78,64.33,13.95,1366.5,0
2101,5,10669,677.57,71.67,73.98,153677,0
2241,15,16205,125.34,158.5,39.43,208387.17,0
2135,22,10758,74.07,16.17,3.44,0,0
2105,43,10911,30.45,22,14.58,0,0
2105,12,10809,549.89,62,65.8,7418763.67,0
2107,22,10761,132.5,164.17,146.41,0,0
2156,6,10822,62.99,46,7.22,0,0
2135,6,10809,101.4,42.17,19.5,0,0
2248,19,10657,237.58,445.67,271.24,19011.67,0
2248,37,10740,416.59,559.33,439.64,63624,0
2242,17,16201,169.63,349.17,89.74,0,0
2242,7,11037,134.47,201.17,12.1,2996.33,0
2105,13,10808,198.55,21,4.46,0,0
2101,25,10761,186.89,165.83,60.36,17239.5,0
2136,7,11232,404.32,507.5,510.04,5351.5,0
2118,4,10816,1275.99,374.83,510.06,0,0
2183,10,10761,679.99,398.83,168.07,9990.33,0
2137,7,10821,732.82,3137.5,2137.9,0,0
2242,9,10808,242.64,147.83,94.6,999100,0
2104,27,11227,551.99,736,627.72,8283,0
2242,2,10823,214.98,263,77.36,195688.33,0
2105,60,10324,108.78,200.33,31.94,0,0
2156,31,?,444.62,537.17,294.87,248811.67,0
2101,26,10778,111.47,70.33,13.43,8105.5,0
2166,8,14604,168.06,134.67,70.17,3029.67,0
2101,36,10350,155.68,94,30.8,0,0
2102,4,11242,537.57,166.67,94.04,61392.33,0
2166,51,10736,186.17,20,3.77,0,0
2248,7,11045,488.06,336,148.6,114509,0
2241,11,10808,73.23,96,26.07,0,0
2241,9,10934,110.52,127,53.34,0,0
2241,8,10809,80.52,104.17,38.18,3689.67,0
2101,20,16201,82.22,34.33,12.14,0,0
2105,20,11227,49.41,107.83,9.32,19653.67,0
2101,1,10758,259.16,228.5,62.91,0,0
2135,0,10758,478.06,419.5,188.69,98684,0
2101,6,10828,85.94,48,49.53,0,0
2252,0,10828,212.01,257.67,133.71,424.83,0
2107,0,11038,137.72,154.5,79.77,0,0
2101,19,10761,142.02,82.83,54.51,2426.67,0
2242,15,11037,213.49,106.83,57.46,0,0
2135,0,10778,116.31,164.33,69.4,0,0
2101,32,10920,171.23,205.17,70.49,46975.67,0
2242,11,10808,208.55,197.33,86.05,239.33,0
2103,20,16201,74,44.5,3.53,37075.67,0
2241,18,16201,135.4,51.5,16.54,315086,0
2242,8,11157,141.43,157.33,93.32,28467.5,0
2242,6,10669,175.04,210.5,127,980890,0
2102,16,11227,478.64,367.5,368.26,412.5,0
2103,3,10822,132.2,94.83,39.76,345.5,0
2101,16,10353,94.81,77.17,54.17,5760,0
2135,6,10809,115.95,208,40.96,0,0
2101,1,10827,172.93,83.17,91.71,322480,0
2135,20,16201,178.49,261.33,43.02,0,0
2241,12,10809,118.91,115.5,40.03,0,0
2101,16,10925,185.21,120.5,37.85,0,0
2103,6,11046,78.22,20.5,6.37,0,0
2105,0,11069,53.08,14.67,6.54,0,0
2241,10,11037,229.67,152.17,76.74,0,0
2166,14,11232,294.75,285.5,230.07,0,0
2242,1,10809,91.03,135.83,32.98,2948.17,0
2135,24,16201,113.22,190,9.83,37684.67,0
2101,9,10809,82.32,49.83,26.79,2704,0
2206,19,16201,295.78,342.5,154.97,95477.83,0
2241,9,10761,113.89,66.17,56.34,0,0
2241,8,10778,95.13,78.17,10.32,0,0
2117,7,?,30.45,0,0,6713.83,0
2101,0,11241,176.14,154,90.78,5143.33,0
2206,20,11227,116.81,36.33,13.28,40097.67,0
2102,18,16210,436.2,238.17,201.63,83222.17,0
2242,13,11154,89.89,33.67,21.86,0,0
2242,0,10810,284.01,320.17,159.44,9681.33,0
2206,5,10731,380.85,268.33,172.33,363881.5,0
2135,52,10733,115.27,136.17,26.64,16675.83,0
2183,19,?,493.18,373.5,166.83,7906.83,0
2248,37,10749,231.47,245.5,122.46,13992.33,0
2102,0,10685,647.24,671.67,614.63,368330.67,0
2206,3,10809,163.85,84.67,8.32,6378,0
2114,4,10828,193.26,194.83,94.08,13772,0
2135,2,10829,375.26,360.17,128.18,13995.5,0
2135,21,10736,160.76,363.33,119.77,215751,0
2242,43,10749,44.15,0,0,0,0
2166,1,10758,146.3,261.33,291.76,438394.17,0
2105,27,10758,72.5,152.67,44.81,7375.67,0
2242,3,16205,163.3,148.17,36.01,1026590,0
2101,21,11035,199.97,187.83,36.77,544955.5,0
2105,8,11159,43.9,76.33,24.16,0,0
2107,0,11241,100.27,56,19.08,15221.67,0
2102,10,10808,1030.68,436.33,340.7,656.83,0
2166,32,?,555.05,544.67,392.25,4477,0
2241,14,10810,81.24,52.17,20.06,17239.17,0
2101,21,10749,149.85,166.5,67.18,0,0
2105,18,11148,30.45,15.17,4.09,0,0
2102,3,11066,4773.17,256.83,374.46,3009861,0
2209,2,11065,103.16,261.17,84.8,134479,0
2156,55,10733,162.51,113,71.23,0,0
2206,17,16201,717.32,318.83,208.4,7220,0
2206,18,11037,182.05,108.33,28.01,4968.5,0
2156,0,14231,126.31,54.67,18.05,17261.83,0
2156,14,11035,106.28,131,33.23,0,0
2242,14,11227,105.37,31.17,13.51,15643.17,0
2242,7,11160,182.99,402.17,274.46,0,0
2242,16,10799,112.16,74.5,57.61,71122.5,0
2101,0,10942,216.93,249.83,101.69,11844.67,0
2243,2,10811,968.85,308.67,678.37,0,0
2101,5,10827,111.79,96.17,80,320414.67,0
2136,4,10822,580.71,759.5,281.09,88476.67,0
2117,10,?,30.45,0,0,72056.67,0
2137,5,11059,599.21,1880.33,1037.56,0,0
2166,0,10685,206.91,315.5,176.59,7293.33,0
2242,4,11062,167.56,355.83,50.55,34648.33,0
2248,15,10808,394.61,291.83,155.74,56532.67,0
2104,0,16219,989.82,462.33,292.46,81541.33,0
2242,5,11232,328.55,45.5,33.23,207778.67,0
2104,0,11065,442.32,564.33,298.38,691986.17,0
2101,6,10674,464.16,157.17,167.82,99233.83,0
2114,30,11216,80.43,99.17,111.63,0,0
2101,19,11037,115.12,83.67,23.36,2118.17,0
2117,7,?,30.65,0,0,35073.67,0
2242,27,10761,105.39,81.67,53.29,25498.5,0
2242,8,10809,172.71,180.83,77.47,0,0
2101,2,10830,163.32,116.67,26.98,2984.17,0
2241,10,11046,71.31,17.33,14.11,0,0
2166,2,10808,412.8,239.5,261.42,27065.67,0
2135,22,11227,167.2,304.33,57.54,0,0
2242,13,10808,167.26,56.17,26.26,214661.5,0
2135,19,10761,181.28,114,46.27,0,0
2242,7,11148,221.14,150.5,47.53,0,0
2101,0,16219,116.9,63.67,27.06,0,0
2241,5,10809,71.97,54,14.92,0,0
2135,7,10828,220.28,435,202.51,12664.83,0
2242,11,10814,182.67,183,25.46,192799.83,0
2102,18,10808,399.79,445.5,252.88,130589.17,0
2102,13,10761,503.58,174.83,147.37,11231.5,0
2242,3,10214,205.84,551.33,51.09,0,0
2104,0,10829,523.9,689.5,322.94,233502.83,0
2156,11,10925,39.59,1.17,0.33,0,0
2242,6,10778,122.34,79.17,25.42,0,0
2102,22,10658,554.4,257.5,134.43,0,0
2243,10,10808,342.74,578.83,253.72,6175,0
2114,2,14229,120.49,74.67,38.05,514136.83,0
2137,15,10758,751.57,1521.33,807.33,34818,0
2105,31,11216,0,1,4.2,0,0
2209,21,16202,287.51,190,127.06,585530.5,0
2102,20,10758,611.12,756.33,373.22,2326707,0
2101,12,10809,84.2,67.33,26.91,25968.17,0
2135,24,10758,164.43,233.33,151.44,0,0
2242,13,10808,121.69,72.5,56.22,3396.67,0
2101,19,16205,114.87,62.67,15.49,2468.33,0
2135,20,10758,100.71,18.67,6.77,0,0
2206,10,10808,114.97,72.5,32.17,5899.17,0
2101,6,10809,288.67,249.83,91.96,0,0
2101,24,10758,67.74,9.33,2.89,0,0
2135,18,10761,175.01,141.33,105.37,0,0
2135,16,11037,100.49,30,7.93,0,0
2101,16,10808,81.93,7.83,0.84,0,0
2242,13,10731,242.87,607.67,206.09,0,0
2103,0,11165,215.09,96.5,21.48,18612.5,0
2242,10,10669,293.83,171.5,88.02,36605.67,0