test.data

朴素贝叶斯分类器

2102,15,11232,356.96,324.83,174.3,414796.33,0
2242,11,11041,181.16,156.17,65.33,0,0
2135,10,11037,170.94,157.67,102.08,0,0
2248,0,16219,411.26,216.17,71.88,21210.83,0
2154,4,11233,174.06,155.17,62.14,40799.33,0
2135,20,10758,101.68,13.67,4.81,0,0
2208,19,10758,171.37,263.33,122.26,0,0
2135,8,11227,216.89,440.67,115.44,69477.5,0
2156,10,11045,40.19,4.5,4.23,0,0
2135,20,10758,118.43,207.17,85.36,0,0
2155,5,10827,268.69,159.67,92.35,0,0
2101,10,10931,318.5,70.17,66.52,32355.83,0
2135,0,10829,265.14,242.83,89.93,49512,0
2242,0,11066,110.74,201,39.42,4223.67,0
2101,35,10736,115.97,35.17,15.82,0,0
2248,3,10823,258.39,249.67,204.61,48170.83,0
2241,2,10809,163.39,86.5,34.76,0,0
2206,0,16214,142.78,110.17,6.25,19316.33,0
2102,3,11242,195.12,157.17,90.21,13640.33,0
2102,0,14229,237.77,199.5,74.3,0,0
2101,20,10758,125.95,59.5,12.86,0,0
2196,18,10761,920.97,846.5,668.74,0,0
2165,22,10799,170.73,232.17,154.32,12932.17,0
2242,14,11043,196.5,203.67,75.05,70.17,0
2120,0,10827,354.15,287.33,183.48,1060161.83,0
2210,7,10828,490.57,484.17,163,6069.17,0
2242,13,11227,243.43,254.17,146.33,0,0
2134,0,10778,323.35,49.17,15.55,0,0
2101,6,10731,128.56,53.5,28.13,55245.33,0
2114,7,10809,76.08,36.5,20.96,0,0
2101,8,?,285.12,43.33,50.84,30794.83,0
2242,12,10811,154.62,175.33,47.64,665503,0
2209,12,10811,180.43,168.83,83.17,129980,0
2166,3,11227,293.21,615,186.31,255528.5,0
2101,10,11044,124.57,123.83,79.12,0,0
2101,9,11046,96.91,27.83,5.18,136.83,0
2242,10,10818,134.67,159,117.09,0,0
2208,28,10778,124.66,63.5,31.18,5536.67,0
2242,3,10829,320.2,135.5,152.29,12205.17,0
2242,7,10758,270.57,481,76.93,232.5,0
2101,9,11159,116.95,132.17,65.03,2001.17,0
2241,6,11234,101.55,134.5,53.79,0,0
2242,9,11232,272.32,436.17,112.5,0,0
2101,0,10808,89.15,73.17,55.57,3576.67,0
2108,20,10758,91.5,74.5,23.26,1463.83,0
2171,35,10721,307.78,636.67,325.19,0,0
2103,60,10324,157.44,40.83,7.8,0,0
2242,6,11239,168.33,107.33,49.72,0,0
2206,17,16205,161.66,198.5,62,0,0
2156,44,?,74.97,66.33,26.87,24.17,0
2156,19,10758,238.37,100.67,83.49,0,0
2156,12,11227,42.16,64.17,28.27,17153.17,0
2243,0,11233,330.55,548.17,286.78,13889.17,0
2101,54,10736,82.75,48.33,32.34,0,0
2243,15,10810,839.55,1324,1033.11,0,0
2242,10,10929,88.31,194.17,19.84,0,0
2241,6,11233,189.65,204.5,145.7,0,0
2136,10,10808,1331.49,1973.17,1120.17,43589.67,0
2242,43,10726,138.51,79.17,34.07,67350,0
2208,1,16218,96.89,124,30.51,0,0
2241,12,10811,368.06,254.67,111.38,0,0
2101,7,10758,97.71,0,0,0,0
2135,21,10758,157.86,240.83,94.03,19760,0
2166,15,10808,144.84,222.17,81.48,68577,0
2241,20,10758,72.42,47.5,17.92,0,0
2105,38,10733,60.25,38.67,7.08,0,0
2135,22,16201,149.37,174.83,1.54,0,0
2248,10,10818,325.04,409.17,279.78,2857,0
2156,23,?,46.39,75,22.52,3166.83,0
2101,4,10818,377.99,405.83,95.77,8437.33,0
2242,11,10810,88.31,32,13.42,0,0
2107,11,11045,154.53,175.83,64.75,3279.17,0
2242,7,10669,363.18,315.83,176.96,5269.83,0
2105,6,16112,40.7,1.83,1.71,0,0
2242,0,10809,95.72,54.33,26.37,4163,0
2248,7,10818,240.48,338.83,175.08,53210.83,0
2156,5,11035,121.39,84.67,10.84,24497.83,0
2105,17,16201,48.08,94,20.33,0,0
2135,21,10757,105.61,78.67,21.01,0,0
2135,19,16205,197.16,272.33,28.05,22149.67,0
2206,10,11044,120.6,88.67,21.96,18074,0
2136,0,13001,340.39,878.83,427.95,118181.33,0
2101,2,11232,222.22,98.17,35.64,863080.67,0
2156,15,11227,49.2,87.33,30.83,2666.5,0
2241,15,10928,84.9,106.5,27.81,7019,0
2242,12,11227,380.66,367.5,305.98,251189,0
2114,1,10811,171.06,125.17,94.05,0,0
2248,6,10811,160.01,210.5,68.86,0,0
2242,13,10810,528.76,266,220.55,6578.33,0
2101,14,10808,217.65,128.17,66.91,0,0
2166,0,16219,333.87,361.83,261.29,0,0
2105,16,11037,68.87,103,62.7,3645.33,0
2137,5,10829,672.93,1455,734.69,102719.5,0
2248,0,11241,612.16,516.5,360.67,9728.33,0
2101,0,10829,100.84,113.33,29.32,56345.67,0
2242,8,11049,370.42,155.33,28.33,155859.17,0
2135,41,11126,226.28,167.67,47.65,379.67,0
2241,6,10815,125.38,160.67,68.41,0,0
2241,20,10758,116.35,281.33,84.39,4822.83,0
2101,35,10920,67.04,16.33,2.65,0,0
2101,2,10942,56.74,6,4.57,3750.5,0
2101,3,10808,240.11,129,86.3,90263.83,0
2105,20,10758,145.71,264,131.26,5394.83,0
2163,49,10733,220.85,321.83,131.63,0,0
2156,6,10808,74.43,73,58.42,0,0
2102,15,10809,528.34,440.83,490.7,3812.67,0
2101,5,11062,88.01,75.67,9.31,0,0
2242,12,11227,368.91,316.17,80.82,59297,0
2102,53,10723,457.48,234.67,219.58,5278.17,0
2105,59,10720,41.14,52.67,26.57,0,0
2242,6,11239,155.81,256.83,104.41,198.33,0
2241,1,11059,228.54,161.67,96.54,151808.83,0
2101,0,11241,2363.58,206.17,110.78,8893.33,0
2206,15,16201,156.97,2,0.9,0,0
2241,11,11037,104.87,26.5,3.96,0,0
2241,14,10928,449.01,157.67,113.33,708374.83,0
2241,5,10669,804.47,139.67,194.1,91371.83,0
2102,8,10809,639.03,529.33,436.09,23899.5,0
2135,15,11227,179.56,222.5,94.81,0,0
2107,7,16001,161.02,174.33,84.7,0,0
2102,0,10829,349.23,520.17,315.27,1267075.67,0
2101,3,10749,86.44,57.17,18.06,0,0
2119,35,10749,15.55,0,0,0,0
2242,32,10761,177.59,287.67,69.43,0,0
2166,13,10758,258.61,106.33,62.56,0,0
2102,11,11228,270.29,231.33,108.92,0,0
2105,8,10809,45.68,36.67,24.28,0,0
2161,11,11232,144.78,204.5,110.8,52566.83,0
2101,15,10809,121.43,194.17,37.25,293167.33,0
2101,45,10718,205.3,90.17,36.38,4588.83,0
2105,56,10736,37.68,38.17,20.62,25096.67,0
2101,6,10818,133.15,72,31.32,11358.83,0
2102,29,10749,265.68,471.5,221.56,36242.83,0
2114,37,?,45.39,15.33,7.53,0,0
2135,13,11232,258.46,277.5,80.48,498995.17,0
2135,3,10942,187.83,461,164.67,30710.33,0
2136,6,10827,343.9,1008,408.92,0,0
2105,29,10761,45.68,17.67,14.28,0,0
2241,11,11232,83.33,208.67,14.65,4218.17,0
2105,55,10332,65.57,99.83,22.9,27432.67,0
2135,25,10758,100.74,88.33,17.84,0,0
2243,7,10821,335.92,316,235.87,2407336,0
2105,26,10736,25.38,0,0,0,0
2242,10,11233,355.32,150.83,17.6,0,0
2101,10,10808,87.68,96.33,16.31,55701.33,0
2105,7,11046,46.77,53,26.61,456.5,0
2107,12,11044,195.27,222.83,100,39783.17,0
2101,28,10758,102.8,57.5,12.64,248429.83,0
2241,13,10736,18.04,427.83,13.7,0,0
2241,33,10757,74.18,51.17,11.11,0,0
2135,6,10758,352.77,478.5,368.41,0,0
2115,51,10733,9.71,11.67,2.86,0,0
2135,7,10680,402.23,498.67,213.29,667567,0
2151,11,?,0,0,0,0,0
2242,0,11233,390.11,243.67,80.62,5749.33,0
2102,16,10810,495.04,470.17,429.47,17177.67,0
2101,11,10811,1081.03,192.33,281.37,9053.83,0
2135,22,10799,126.5,299.67,39.41,66527.83,0
2105,0,10829,87.11,169.17,55.47,0,0
2248,7,11232,189.54,547.5,127.54,177489.83,0
2160,4,11058,167.83,143.17,42.39,0,0
2101,19,11227,140.88,55.83,27.51,0,0
2101,50,10911,90.59,42.5,17.69,0,0
2135,18,11214,126.51,70.17,7.16,740.17,0
2105,29,10758,257.23,221.33,293.63,0,0
2206,15,11227,163.18,143.33,35.91,119879.83,0
2242,19,16205,114.9,84.17,20.27,6577.5,0
2105,22,10799,47.2,30.5,20.23,0,0
2105,21,10761,48.21,39,48.31,12657.5,0
2101,10,10669,191.89,83.17,27.39,65956,0
2241,7,10818,76.63,23.5,6.93,0,0
2102,0,16219,337.07,395.67,248.98,55319.17,0
2114,7,10828,180.58,320.17,64.8,102283.33,0
2101,5,10818,141.91,57.83,25.32,42305.17,0
2242,1,10942,163.54,108.17,39.81,130892.67,0
2248,0,16219,294.73,427.17,136.73,0,0
2101,5,11046,108.81,56.17,27.69,6026.67,0
2241,4,10658,142.57,68.67,18.84,76474.83,0
2242,13,11037,150.33,94.5,24.85,57.33,0
2101,10,11046,299.78,348.67,101.36,213.67,0
2248,1,10749,398.16,98.83,33.2,25594.83,0
2242,6,11234,91.97,127.33,25.6,0,0
2242,10,10811,131.14,92,20.92,0,0
2241,10,16202,69.37,35,5.35,13390.17,0
2206,8,10808,250.04,127.83,23.49,183552,0
2242,7,10809,333.53,311.5,364.12,0,0
2242,0,10810,276.86,48.67,28.67,122955.83,0
2206,16,16201,154.67,175.5,30.65,0,0
2248,4,11058,166.91,314.33,98.62,102224.83,0
2101,10,10809,126.97,91.33,88.94,80844.5,0
2102,9,10811,294.43,594.33,264.88,601735.33,0
2242,4,11062,132.59,123.67,114.19,71945.17,0
2120,23,10761,886.12,547.67,547.63,0,0
2103,6,11239,126.96,31.33,4.99,58358.17,0
2242,5,10816,106.23,271.67,36.18,0,0
2102,6,10758,348.85,392.83,218.95,4092024.83,0
2242,9,10815,0,3.17,0,0,0
2107,10,10811,127.64,64.67,209.18,0,0
2135,12,10761,214.8,243.17,96.53,0,0
2114,0,14607,104.42,146,40.55,59.83,0
2194,19,?,258.87,507.33,276.41,0,0
2252,17,11232,145.77,9.83,2.23,0,0
2136,21,16201,382.76,682.5,501.38,13546,0
2135,10,11046,227.26,297.67,95.16,48495,0
2171,28,10759,573.7,320.67,144.56,0,0
2206,30,14600,139.92,154.83,49.23,0,0
2101,5,10827,131.27,85.17,33.9,0,0
2206,19,16201,104.24,105.33,27.79,207165.17,0
2248,0,10818,328.69,538,159.12,10038.33,0
2156,40,11019,47.62,66.83,42.45,0,0
2242,12,10810,246.64,6.17,2.06,0,0
2102,19,11227,444.36,488.67,310.47,0,0
2156,26,10761,82.28,89.5,51.45,136196.83,0
2241,9,11233,242.89,206,77.52,12844,0
2252,19,16202,250.58,300.33,138.5,107676.5,0
2241,18,10758,0,0,0,0,0
2242,5,11233,96.85,102.17,51.28,0,0
2135,3,10809,121.2,101.33,20.35,9580,0
2206,18,11227,116.18,104.5,53.77,0,0
2241,14,16201,61.97,25.5,10.97,0,0
2206,16,10809,161.69,25.5,8.23,195.5,0
2108,8,10669,185.16,48.67,25.07,32081.83,0
2135,1,10808,266.52,141,50.73,30,0
2242,15,16205,172.75,198.17,32.74,0,0
2242,2,?,138.98,74,42.7,641436.5,0
2242,12,10809,98.64,153.67,36.51,0,0
2136,5,10795,480.4,782.5,347.28,431003.17,0
2114,20,11228,46.07,11.33,8.67,0,0
2105,6,10828,263.52,280.17,246.72,33712.67,0
2105,6,10816,45.68,10.5,5.89,0,0
2156,4,11044,67.81,100,21.03,70730.67,0
2102,15,11227,201.95,309.17,282.37,124505.67,0
2156,28,11141,41.21,22.17,16.96,0,0
2107,3,11233,385.97,179.83,123.18,324765.5,0
2242,2,10819,176.74,50.17,35.87,108272.33,0
2114,0,14233,49.76,76.33,61.92,596.67,0
2101,31,10749,96.09,75,53.88,0,0
2105,12,11227,125.71,143.67,126.49,1903.17,0
2242,2,11038,177.63,205.5,55.02,343.33,0
2135,51,10718,133.96,141.17,59.07,0,0
2242,13,10808,121.87,129,66.55,2166.17,0
2137,3,10829,2650.68,937.5,607.35,6917.83,0
2242,9,11233,213.07,267,119.3,1571.17,0
2241,2,16112,115.49,215.17,53.57,630.83,0
2102,6,11233,266.13,274.67,141.75,0,0
2102,16,10810,312.65,470.5,394.82,521.17,0
2107,29,10795,104.9,32.83,12.23,0,0
2119,6,10827,41.76,30.5,3.65,0,0
2101,47,10334,291.85,152.33,113.38,0,0
2102,15,11232,206.68,75.83,26.13,1055,0
2102,6,10830,293.25,254.83,81.06,10907.17,0
2119,0,11216,31.86,11.83,4.6,0,0
2242,10,11046,287.12,250,148.43,1640.33,0
2171,19,11227,105.05,0,0,0,0
2137,5,10827,1177.69,2073.5,1210.31,102032.33,0
2166,1,11233,297.65,333.33,60.71,27989.33,0
2156,5,10680,73.65,143,42.8,8867.17,0
2242,26,10652,122.71,141.83,19.59,0,0
2241,10,11233,104.62,48,13.07,0,0
2101,47,10733,439.38,121.67,93.58,0,0
2156,14,10928,53.61,94.33,27.49,3819.33,0
2101,1,11068,185.2,172.67,69.95,1799.67,0
2156,7,10809,339.53,112.83,104.95,45049.33,0
2104,3,10829,437.47,493.83,192.42,4475550.5,0
2102,3,11062,342.06,349.83,160.53,1092300.17,0
2135,21,10749,233.1,512.33,64.98,46770,0
2242,9,11046,100.85,48.67,20.19,470.83,0
2137,1,10829,745.79,1067,705.5,184380.33,0
2242,6,11239,340.68,517.5,222.11,403.67,0
2212,7,?,116.42,192.83,29.78,1023.33,0
2166,35,10733,189.55,376.17,248.03,9655,0
2102,0,10829,339.29,545.17,181.62,0,0
2242,9,11233,266.22,266,210.47,256,0
2242,0,10829,341.16,393.5,299.23,22992.17,0
2106,25,11144,40.93,8.67,0.99,0,0
2155,7,10676,129.65,71.33,61.85,0,0
2241,10,10669,152.41,395.83,37.12,0,0
2135,10,10925,105.65,45.83,22.57,0,0
2101,7,14604,282.63,200.83,100.06,3314.17,0
2246,6,16650,1081.36,0,0,0,0
2105,16,10809,412.57,121.17,32.54,23.33,0
2104,0,10829,437.4,358.33,306.94,12220,0
2241,15,16201,129.04,24.5,9.3,0,0
2242,11,11232,125.64,90.17,85.5,4544.17,0
2102,0,10829,1060.91,739.5,1357.32,0,0
2105,7,11233,45.94,48.33,14.68,3518.33,0
2119,39,10738,15.23,0.67,0.49,0,0
2241,0,15000,133.46,100.33,22.52,0,0
2101,8,10809,93.7,41.5,11.03,7540,0
2102,4,10761,302.22,337,119.79,162733.67,0
2101,3,10809,132.54,190,142.09,0,0
2119,34,10736,6.09,0,0,0,0
2242,5,11232,92.49,44.67,5.92,1311.5,0
2101,22,16203,144.39,13.83,5.18,1296.67,0
2243,0,10689,374.54,775.67,332.31,0,0
2242,11,10736,220,239.33,52.57,0,0
2101,7,10815,87.77,72.33,27.79,3379.17,0
2136,10,10823,488.66,624.67,298.09,5351.83,0
2248,3,10823,392.84,443.83,133.75,644542,0
2206,8,10808,200.92,244.33,49.7,0,0
2241,20,10758,98.47,198.5,39,50,0
2101,7,11154,143.47,50.83,9.48,0,0
2242,14,10810,232.59,240.33,92.3,163411,0
2105,7,10669,46.13,0.83,0.16,11110.17,0
2102,15,16203,190.79,206.5,93.62,229101.33,0
2101,20,10758,100.78,91.5,56.43,0,0
2105,15,10808,93.08,102.33,61.33,0,0
2166,5,11045,147.06,248.33,280.55,0,0
2135,23,10749,164.61,319,99.92,0,0
2119,7,10921,12.69,11.83,7.61,0,0
2243,0,14232,708.48,464.33,397.18,211387,0
2156,19,10749,118.06,147.5,95.16,10893.33,0
2105,22,16203,131.9,90,18.33,36981.83,0
2101,16,11037,214.38,151.67,184.42,65751.33,0
2101,10,10823,268.39,174.83,59.08,15638.33,0
2101,6,10800,161.13,65.33,0.62,0,0
2206,13,10809,402.15,455.67,153.07,0,0
2105,8,11046,47.82,45.33,29.86,464,0
2101,0,16219,621.85,93.5,28.64,0,0
2242,1,10925,595.84,344.17,208.22,961788.67,0
2135,20,11227,146.64,226.33,126.41,8219.83,0
2102,19,11035,245.18,497.67,312.93,645266,0
2105,20,11035,232.