test.data

朴素贝叶斯分类器

2107,21,14600,395.25,544.5,242.69,0,0
2101,0,14605,307.52,123.17,50.17,2395.67,0
2105,10,10815,34.02,96.17,33.79,0,0
2101,3,10818,87.3,86.5,33.71,0,0
2103,18,11227,72.47,31.33,9.67,0,0
2101,7,10809,99.3,115.33,27.97,0,0
2156,10,10815,42.63,13.33,18.69,0,0
2242,8,11233,128.98,80.33,38.86,347141.17,0
2101,2,10817,99.05,154.67,27.57,0,0
2161,0,10828,115.71,213.67,118.53,11412,0
2242,7,10818,186.25,199,58.57,16994,0
2206,7,10828,95.58,33.33,8.12,6390.5,0
2243,0,10830,343.03,531.17,204.59,0,0
2242,11,10925,103.37,25.83,8.05,0,0
2101,19,11227,405.61,127.33,109.65,75811.33,0
2105,40,10749,23.25,1.17,0.17,0,0
2101,9,10818,126.83,161.33,34.41,9348.5,0
2242,13,10809,132.28,138.67,26.17,33978.83,0
2105,46,11109,98.36,152.83,91.31,0,0
2166,19,?,182.43,172.33,79.52,0,0
2101,32,10650,169.49,162.83,99.21,0,0
2242,53,10733,174.21,126.33,85.31,0,0
2208,8,?,148.18,34.33,8.22,0,0
2105,1,11068,34.69,35.83,34.3,131.33,0
2102,7,10822,213.88,228,198.41,0,0
2242,6,16203,111.46,0.5,0.27,90991.33,0
2242,1,16201,92.82,246.17,16.9,11490.33,0
2135,10,10758,157.93,182.33,24.62,5591.83,0
2242,6,10809,96.5,19,11.42,0,0
2101,0,16223,242.25,231.5,123.48,6055,0
2241,7,13001,114.92,5.33,2.82,211415,0
2212,22,10799,312.16,132.83,100.36,194314.33,0
2104,29,10795,444.84,610.5,563.91,1695.33,0
2166,5,?,1386.63,38.67,36.79,137.5,0
2156,0,16223,150.24,84.67,28.79,2156.67,0
2101,0,16219,367.72,86.83,117.63,2903367.5,0
2242,7,10815,0,0,0,0,0
2137,5,10680,2323.78,826.83,373.39,6588540,0
2101,30,10922,117.89,26.33,29.2,0,0
2241,0,10827,146.17,258.33,118.39,0,0
2166,28,10758,141.58,224.33,114.41,21549.83,0
2135,1,16218,332.97,179.17,68.5,0,0
2105,29,10761,82.94,129.33,68.36,0,0
2241,0,11166,200.45,385,138.11,108926.17,0
2152,4,10809,80.6,8.67,13.55,2458.67,0
2102,20,10758,198.07,95.5,64.49,0,0
2135,8,10818,122.63,68,50.9,42081.83,0
2241,13,10778,253.14,241.5,88.11,8223.67,0
2120,0,11216,327.28,648.5,527.01,0,0
2114,12,11227,71.24,91.67,118.37,3727.33,0
2242,1,10809,440.17,185.83,73.64,19852.67,0
2102,11,10808,269.57,337,224.31,16415.83,0
2155,20,16201,71.28,87.5,34.23,4907,0
2105,10,11233,63.53,103.83,39.61,33863.33,0
2206,10,10811,99.47,19.5,5.44,0,0
2102,10,11014,226.93,466.5,240.91,24846.5,0
2102,19,16202,211.96,149.67,63.93,6816,0
2241,7,10809,199.91,221.83,106.07,0,0
2242,12,16201,135.95,54.33,43.94,0,0
2105,20,10758,45.75,6,3.65,0,0
2117,10,?,32.35,0,0,0,0
2165,0,16218,394.02,80.67,40.58,0,0
2156,37,10736,126.11,91.67,31.66,0,0
2242,1,10942,279.72,118.33,79.46,266.5,0
2101,7,10809,402.67,187.5,252.63,41757.83,0
2241,5,10811,112.26,138,56.2,0,0
2241,5,11227,138.4,99.67,76.98,0,0
2105,0,16223,45.68,0,0,0,0
2242,15,10809,338.61,212.83,309.01,0,0
2102,11,10809,362.39,656.17,325.43,15785,0
2101,2,10828,80.55,4.67,3.13,0,0
2101,19,16201,213.4,297.83,103.29,137678,0
2105,7,11046,46.79,41.83,21.77,0,0
2135,14,10810,347.62,361,367.27,0,0
2102,8,10808,295.92,438.83,201.07,0,0
2242,6,10822,273.3,98.5,64.98,4751.5,0
2242,14,10810,282.15,426.67,267.43,0,0
2242,11,10811,419.94,363.67,127.04,1067769.33,0
2156,10,10929,47.56,41.83,29.24,0,0
2243,13,10808,273.02,491.17,233.94,11897.67,0
2242,11,10810,560.79,594.33,389.21,11320,0
2105,14,10809,47.28,115.17,19.64,0,0
2241,9,10809,168.88,677,100.7,10341.17,0
2119,0,14233,73.44,107.5,30.76,0,0
2243,10,10808,237.68,464.83,140.58,22858.67,0
2101,20,10800,130.78,116.33,50.89,0,0
2101,10,11228,139.05,150.83,126.75,0,0
2241,0,10808,96.71,27.67,6.37,519281.17,0
2241,1,10829,119.86,141.67,49.47,0,0
2135,18,10922,103.77,89.5,4.22,662.33,0
2242,13,11044,396.87,163.83,119.57,4428.5,0
2242,10,11233,201.17,216.67,75.91,17039.5,0
2242,16,10810,188.96,101.33,51.94,349503.67,0
2135,16,11037,594.12,164.17,342.73,24023.17,0
2101,24,10911,88.25,120.5,42.84,0,0
2102,6,10827,269.73,280.5,438.21,5548.83,0
2102,8,10680,1954.09,432.33,176.2,797045.33,0
2104,3,11064,3299.94,642.5,480.19,1511,0
2241,8,10815,72.17,19.33,13.52,0,0
2242,11,10758,89.97,109.5,19.07,0,0
2243,22,10799,254.52,385.17,105.96,0,0
2135,19,16205,114.14,160.67,27.27,0,0
2101,7,10809,132.71,90.33,26.94,0,0
2242,6,11239,171.69,66.17,50.56,1683,0
2135,0,11069,124.2,84.83,53.96,2028.17,0
2242,5,11037,316.26,418.33,271.26,0,0
2243,4,11233,710.66,151.83,47.89,15011206.33,0
2242,15,11227,253.58,130.83,87.94,2248.17,0
2135,12,11153,134.36,285.17,75.96,0,0
2105,36,10751,192.57,257.33,148.45,0,0
2241,9,10808,85.12,124.67,21.48,0,0
2242,0,11242,175.16,215.83,23.72,73070.67,0
2135,2,11157,122.08,241,50.04,0,0
2156,16,10808,43.76,54.83,20.79,0,0
2101,36,10736,0,0,0,0,0
2242,5,10808,113.48,97.5,22.82,0,0
2156,0,11239,88.55,59.67,9.15,10498.5,0
2242,10,10818,209.17,475.33,87.28,621.17,0
2242,14,10808,124.98,157.33,30.65,0,0
2241,3,11239,343.08,15.5,155.33,0,0
2242,8,?,136.74,49.67,19.53,0,0
2242,10,10815,223.13,368.5,109.62,0,0
2135,18,10925,150.71,318.5,22.23,176522.17,0
2105,25,10733,81.81,48,11.47,0,0
2113,9,10809,35.17,2,1.09,0,0
2137,12,10811,647.64,543,234.55,1192486,0
2106,7,11159,46.28,17.67,2.35,31137.33,0
2242,15,11227,293.48,40.17,39.3,1983,0
2101,20,10758,79.17,26.67,20.76,0,0
2241,36,10740,156.87,81.17,29.75,820.67,0
2206,5,11044,103.04,33.83,13.8,17947.67,0
2242,9,10934,118.24,71.5,43.85,8960.33,0
2242,14,11035,147.53,216.5,62.13,4464.5,0
2248,48,11014,369.55,41,52.34,0,0
2156,8,10931,97.8,156.67,46.6,67907.83,0
2101,22,10758,362.8,191,408.04,318.67,0
2105,15,10928,32.08,60,22.53,4649.33,0
2242,15,10758,317.45,219.5,92.3,3410.83,0
2102,4,10799,409.58,265.83,261.35,0,0
2242,8,11232,0,0,0,0,0
2105,60,10718,65.11,115.17,34.59,0,0
2242,12,10809,106.89,64.83,47.95,2100.67,0
2105,10,10811,63.57,126.17,40.3,141368,0
2102,0,16221,410.06,405.67,210.48,184783.83,0
2156,0,10829,46.47,75,17.99,4734.67,0
2107,14,10811,149.74,182,105.42,4252.83,0
2102,3,14605,262.41,444,231.98,719.5,0
2241,15,16201,27.86,0,0,0,0
2189,0,10761,1121,390,783.55,0,0
2241,13,10810,184.41,293.5,168.91,23568.67,0
2101,15,10808,124.64,143,67.35,0,0
2242,31,11216,113.78,213.67,59.09,1838.67,0
2242,0,11233,194.32,417,121.18,50913.5,0
2105,22,10749,95.94,166.83,21.74,269.33,0
2101,12,10809,280.84,88.33,81.32,26905.5,0
2242,3,10685,283.48,280.17,112.69,2233329.67,0
2107,10,11233,331.3,459,112.27,19513.17,0
2156,5,10827,98.2,122.33,60.86,0,0
2101,12,11045,68.07,47.33,30.53,0,0
2241,7,11046,0,0,0,0,0
2242,4,11062,112.38,218.67,54.55,18557.17,0
2105,5,11058,48.52,36.5,12.31,120227.5,0
2156,0,14607,54.14,76.17,19.27,39131.5,0
2119,35,10649,30.5,2.67,0,0,0
2242,8,10758,528.84,441.83,279.38,0,0
2206,18,10758,206.26,82.33,27.86,3018.33,0
2105,22,16202,73.81,55.83,19.51,36672,0
2248,8,10809,268.9,338,235.58,0,0
2135,19,11227,235.65,412.67,91.77,47220.67,0
2242,11,11232,178.83,114.83,50.55,0,0
2242,19,11227,127.98,119.17,27.51,8129.83,0
2156,3,10680,38.25,81.33,11.79,223723.83,0
2101,2,11059,104.25,107.83,45.67,145493.5,0
2104,0,10829,651.37,355.5,373.26,1265794.17,0
2120,5,10822,407.81,540.33,292.31,0,0
2248,9,11233,206.38,88.5,54.3,60857.83,0
2242,10,10811,271.36,240,120.03,17559.17,0
2243,12,10778,158.49,80.17,1.55,699207.83,0
2101,6,10809,176.63,169.83,113.2,0,0
2107,12,11231,123.87,125.5,106.65,10432.17,0
2242,18,16201,196.09,144,36.99,0,0
2101,22,11030,179.4,111,77.99,259.17,0
2105,22,10658,49.77,59.5,10.1,100898.17,0
2248,8,11059,405.57,590.83,213.36,1529589.83,0
2248,45,10342,286.5,409.17,166.24,6784.67,0
2119,18,10758,38.89,10.5,2.92,0,0
2102,16,10810,259.93,218.5,153.02,0,0
2101,7,10828,268.05,219.17,108.22,0,0
2102,0,16219,1200.35,348.17,167.58,0,0
2166,10,11046,157.09,262,125.93,133071.67,0
2206,5,10818,122.08,156.5,27.19,898.83,0
2137,7,11232,0,79.67,25.56,0,0
2242,12,10931,91.34,78.33,20.92,11667.5,0
2102,24,10761,70.53,2,0,274207.17,0
2102,9,10758,465.72,731,476.04,0,0
2206,16,14228,142.3,98,33.47,0,0
2135,23,14228,110.41,27.83,21.52,0,0
2101,6,10680,107.75,20.83,2.02,1142754.33,0
2105,25,11227,103.57,71.67,16.67,0,0
2104,0,14229,413.35,828.5,585.68,0,0
2242,22,10758,203.53,202.17,55.65,3235.17,0
2102,10,10818,202.86,199.5,151.89,416329,0
2242,7,11232,153,294.33,123.86,0,0
2105,21,10758,46.53,48.33,26.95,0,0
2101,6,11046,163.65,141.17,89.98,12467,0
2241,6,10809,372.67,118.33,121.21,46351.83,0
2241,20,11148,145.31,170,70.4,0,0
2137,5,10811,663.38,937.5,640.79,1202.17,0
2242,7,10931,176.5,198,93.6,18404.67,0
2243,7,10816,372.53,597.33,290.51,320228,0
2242,3,10680,261.06,703.5,240.34,605911,0
2242,21,11227,169.64,442.67,79.82,10886,0
2248,6,11233,343.39,508.67,134.38,18566.5,0
2242,8,11232,85.26,0,0,0,0
2241,13,10809,111.95,138.17,60.24,0,0
2107,0,16219,177.09,85.83,62.45,26020,0
2104,7,13001,1673.12,876.17,1433.29,763,0
2101,11,11236,323.85,220.5,180.48,0,0
2243,0,11232,360.74,535.5,359,5568,0
2101,18,10928,230.54,206.17,137.76,6276,0
2241,22,10800,92.84,142.33,54.37,0,0
2166,0,10829,191.85,62.67,21.57,231743.67,0
2243,16,10758,438.99,376.83,297.24,1102.83,0
2101,12,10808,88.31,2.33,0.03,0,0
2158,37,?,128.64,50.67,31.38,0,0
2156,0,11059,136.26,178.33,133.35,0,0
2241,14,10809,162.77,263.17,93.03,10198.5,0
2105,35,10736,47.46,68.33,15.88,0,0
2105,15,11035,129.65,160.67,34.97,228920.83,0
2101,17,10758,99.24,117.67,39.44,0,0
2241,14,11037,292.64,491.67,90.7,1087153.5,0
2241,14,11228,458.91,79.5,59.54,0,0
2130,43,?,26,0,0,0,0
2105,2,10758,40.34,4,2.71,0,0
2107,10,11045,225.55,303.67,209.35,19186.17,0
2135,26,10778,354.6,307,307.14,9132.83,0
2206,19,11038,77,6.33,2.11,0,0
2206,11,10808,460.78,146.5,62.76,7217,0
2101,60,10515,70.74,89.5,38.95,0,0
2104,4,10830,510.84,418.33,381.37,86595,0
2135,13,11144,267.19,160.33,28,42466.5,0
2101,0,11231,103.67,20,6.52,12159.17,0
2156,18,10808,98.8,184.5,80.84,0,0
2102,5,10680,1136.16,359.33,305.51,1020748.67,0
2106,8,10736,84.68,99.67,23.82,0,0
2156,7,10669,262.11,29.17,19.12,1278.33,0
2101,17,10758,82.22,0,0,0,0
2156,30,?,105.46,170.33,28.76,45325.17,0
2241,12,10809,70.59,66.33,17.05,10562.83,0
2105,10,11046,49.22,28.17,12.1,8193.5,0
2101,2,11243,65.28,27.33,8.37,21616.83,0
2243,0,16219,566.51,667.67,353.73,1612650.33,0
2101,7,10828,92.47,16.5,8.99,5013.83,0
2242,7,10818,88.98,94.83,26.55,19400.5,0
2102,1,16218,221.52,121.33,158.01,4604.83,0
2135,8,10809,275.93,736.67,288.85,0,0
2243,10,10925,375.71,468.17,112.91,146,0
2135,0,10942,190.41,98.83,10.64,144489.17,0
2137,5,10827,835.35,835.33,1269.9,74211.17,0
2102,0,10829,263.32,383.17,159.78,0,0
2155,15,11228,74.95,70,31.19,12878.17,0
2102,18,11214,381.75,448.67,391.6,119335,0
2101,8,16205,194.46,192,31.55,0,0
2170,0,11232,359.75,653.17,401.74,181706.17,0
2166,0,16219,522.15,94,70.02,0,0
2242,6,11239,128.27,110.67,54.49,317.83,0
2105,14,10809,88.32,62,20.14,4896.17,0
2120,16,10812,373.2,445.67,156.81,1957.33,0
2102,14,11233,2296.55,176.33,221.53,103464.83,0
2243,35,10736,420.72,1184.67,473.29,33237.67,0
2206,12,10818,302.16,206.33,113.97,59037.17,0
2105,7,10809,45.97,55.5,12.88,3627.83,0
2135,44,10733,180.4,332,132.49,0,0
2206,0,10811,143.91,159.17,71.48,52222.17,0
2135,9,10934,279.85,181.83,29.97,0,0
2135,4,16204,547.32,555.17,164.17,1000654.33,0
2241,5,10683,86.21,0.67,0.95,4766,0
2242,12,10929,120.36,111.33,39.26,0,0
2248,15,11231,257.95,376.17,123.59,184080.33,0
2243,8,11046,630.75,1095.17,450.34,5311.33,0
2101,4,11059,298.32,91.5,89.11,2724.17,0
2135,17,10808,150.02,115.17,34.82,0,0
2105,47,10726,83.14,111.33,52.27,0,0
2243,0,10829,519.91,390.5,187.25,814664.67,0
2242,9,10811,258.31,212.83,35.2,38877.5,0
2156,6,11237,104.36,66.83,36.86,7089.17,0
2102,21,10758,475.01,468.83,240.68,2649.17,0
2136,4,10818,354.92,803.17,435.84,12741,0
2242,6,16211,261.74,221.83,150.81,17771.83,0
2248,26,10761,214.24,329.17,134.54,21844.17,0
2101,60,10312,123.29,131.83,92.42,0,0
2101,31,10749,207.3,63.33,87.15,0,0
2105,0,14231,56.75,113,27.64,18297.5,0
2101,25,10761,281.78,138.67,124.64,32738.5,0
2102,3,14607,304.65,228.67,171,5860.83,0
2206,20,11148,193.19,260,63.92,8386,0
2156,0,16219,187.36,260.33,154.37,18945.17,0
2105,9,10816,103.83,60.5,28.18,2905.83,0
2101,13,10808,325.04,148,87.71,440351,0
2242,19,16201,138.05,106.83,59.65,304815.83,0
2166,6,14605,177.79,139.5,52.16,9208.83,0
2108,15,10761,214.59,114.5,49.53,76470.17,0
2135,24,10778,171.99,255.67,112.56,0,0
2107,17,11035,216.17,189.17,135.87,69194.17,0
2206,17,11227,285.54,262,118.35,5348.33,0
2102,10,11035,254.69,448.5,137.86,546588.83,0
2107,18,16201,130.65,116.67,58.04,218.67,0
2135,44,10740,252.86,84.5,73.92,21078.5,0
2135,21,10778,183.46,538.67,176.17,232828.17,0
2135,16,11148,154.36,258.67,83.46,9489.67,0
2135,0,11227,169.99,50.33,13.11,68325.5,0
2135,60,10718,316.01,753.17,177.09,0,0
2101,13,10750,166.37,262.67,89.14,0,0
2156,14,?,51.26,83.33,49.89,5849.33,0
2242,7,10749,466.21,257.83,245.69,19362,0
2105,6,10810,153.2,62.67,20.14,0,0
2206,0,16218,120.85,35.67,5.79,0,0
2242,12,10809,198.26,586.17,88.67,20072,0
2101,18,11148,82.22,6.83,1.32,0,0
2115,50,10733,0.28,0.33,0.05,0,0
2102,21,10761,229.87,232.5,69.96,838062.67,0
2242,25,11025,202.27,207.83,34.01,1302.83,0
2102,0,10829,320.44,371.5,192.25,1388556.67,0