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apache / madlib / 1ba0ab9ce444d0289b168c209f3060483fa6e72e / . / src / ports / postgres / modules / validation / test / cross_validation.sql_in
blob: 53d378c3e1e27fb59ee3475ee07b4eb14498027c [file] [log] [blame]
m4_include(`SQLCommon.m4')
m4_changequote(`<!', `!>')
/* -----------------------------------------------------------------------------
* Test Cross Validation (for ridge regression)
* -------------------------------------------------------------------------- */
CREATE TABLE "Lin_housing_wi" ("X" float8[], "Y" float8);
COPY "Lin_housing_wi" FROM STDIN NULL '?';
{1,0.00632,18.00,2.310,0,0.5380,6.5750,65.20,4.0900,1,296.0,15.30,396.90,4.98} 24.00
{1,0.02731,0.00,7.070,0,0.4690,6.4210,78.90,4.9671,2,242.0,17.80,396.90,9.14} 21.60
{1,0.02729,0.00,7.070,0,0.4690,7.1850,61.10,4.9671,2,242.0,17.80,392.83,4.03} 34.70
{1,0.03237,0.00,2.180,0,0.4580,6.9980,45.80,6.0622,3,222.0,18.70,394.63,2.94} 33.40
{1,0.06905,0.00,2.180,0,0.4580,7.1470,54.20,6.0622,3,222.0,18.70,396.90,5.33} 36.20
{1,0.02985,0.00,2.180,0,0.4580,6.4300,58.70,6.0622,3,222.0,18.70,394.12,5.21} 28.70
{1,0.08829,12.50,7.870,0,0.5240,6.0120,66.60,5.5605,5,311.0,15.20,395.60,12.43} 22.90
{1,0.14455,12.50,7.870,0,0.5240,6.1720,96.10,5.9505,5,311.0,15.20,396.90,19.15} 27.10
{1,0.21124,12.50,7.870,0,0.5240,5.6310,100.00,6.0821,5,311.0,15.20,386.63,29.93} 16.50
{1,0.17004,12.50,7.870,0,0.5240,6.0040,85.90,6.5921,5,311.0,15.20,386.71,17.10} 18.90
{1,0.22489,12.50,7.870,0,0.5240,6.3770,94.30,6.3467,5,311.0,15.20,392.52,20.45} 15.00
{1,0.11747,12.50,7.870,0,0.5240,6.0090,82.90,6.2267,5,311.0,15.20,396.90,13.27} 18.90
{1,0.09378,12.50,7.870,0,0.5240,5.8890,39.00,5.4509,5,311.0,15.20,390.50,15.71} 21.70
{1,0.62976,0.00,8.140,0,0.5380,5.9490,61.80,4.7075,4,307.0,21.00,396.90,8.26} 20.40
{1,0.63796,0.00,8.140,0,0.5380,6.0960,84.50,4.4619,4,307.0,21.00,380.02,10.26} 18.20
{1,0.62739,0.00,8.140,0,0.5380,5.8340,56.50,4.4986,4,307.0,21.00,395.62,8.47} 19.90
{1,1.05393,0.00,8.140,0,0.5380,5.9350,29.30,4.4986,4,307.0,21.00,386.85,6.58} 23.10
{1,0.78420,0.00,8.140,0,0.5380,5.9900,81.70,4.2579,4,307.0,21.00,386.75,14.67} 17.50
{1,0.80271,0.00,8.140,0,0.5380,5.4560,36.60,3.7965,4,307.0,21.00,288.99,11.69} 20.20
{1,0.72580,0.00,8.140,0,0.5380,5.7270,69.50,3.7965,4,307.0,21.00,390.95,11.28} 18.20
{1,1.25179,0.00,8.140,0,0.5380,5.5700,98.10,3.7979,4,307.0,21.00,376.57,21.02} 13.60
{1,0.85204,0.00,8.140,0,0.5380,5.9650,89.20,4.0123,4,307.0,21.00,392.53,13.83} 19.60
{1,1.23247,0.00,8.140,0,0.5380,6.1420,91.70,3.9769,4,307.0,21.00,396.90,18.72} 15.20
{1,0.98843,0.00,8.140,0,0.5380,5.8130,100.00,4.0952,4,307.0,21.00,394.54,19.88} 14.50
{1,0.75026,0.00,8.140,0,0.5380,5.9240,94.10,4.3996,4,307.0,21.00,394.33,16.30} 15.60
{1,0.84054,0.00,8.140,0,0.5380,5.5990,85.70,4.4546,4,307.0,21.00,303.42,16.51} 13.90
{1,0.67191,0.00,8.140,0,0.5380,5.8130,90.30,4.6820,4,307.0,21.00,376.88,14.81} 16.60
{1,0.95577,0.00,8.140,0,0.5380,6.0470,88.80,4.4534,4,307.0,21.00,306.38,17.28} 14.80
{1,0.77299,0.00,8.140,0,0.5380,6.4950,94.40,4.4547,4,307.0,21.00,387.94,12.80} 18.40
{1,1.00245,0.00,8.140,0,0.5380,6.6740,87.30,4.2390,4,307.0,21.00,380.23,11.98} 21.00
{1,1.13081,0.00,8.140,0,0.5380,5.7130,94.10,4.2330,4,307.0,21.00,360.17,22.60} 12.70
{1,1.35472,0.00,8.140,0,0.5380,6.0720,100.00,4.1750,4,307.0,21.00,376.73,13.04} 14.50
{1,1.38799,0.00,8.140,0,0.5380,5.9500,82.00,3.9900,4,307.0,21.00,232.60,27.71} 13.20
{1,1.15172,0.00,8.140,0,0.5380,5.7010,95.00,3.7872,4,307.0,21.00,358.77,18.35} 13.10
{1,1.61282,0.00,8.140,0,0.5380,6.0960,96.90,3.7598,4,307.0,21.00,248.31,20.34} 13.50
{1,0.06417,0.00,5.960,0,0.4990,5.9330,68.20,3.3603,5,279.0,19.20,396.90,9.68} 18.90
{1,0.09744,0.00,5.960,0,0.4990,5.8410,61.40,3.3779,5,279.0,19.20,377.56,11.41} 20.00
{1,0.08014,0.00,5.960,0,0.4990,5.8500,41.50,3.9342,5,279.0,19.20,396.90,8.77} 21.00
{1,0.17505,0.00,5.960,0,0.4990,5.9660,30.20,3.8473,5,279.0,19.20,393.43,10.13} 24.70
{1,0.02763,75.00,2.950,0,0.4280,6.5950,21.80,5.4011,3,252.0,18.30,395.63,4.32} 30.80
{1,0.03359,75.00,2.950,0,0.4280,7.0240,15.80,5.4011,3,252.0,18.30,395.62,1.98} 34.90
{1,0.12744,0.00,6.910,0,0.4480,6.7700,2.90,5.7209,3,233.0,17.90,385.41,4.84} 26.60
{1,0.14150,0.00,6.910,0,0.4480,6.1690,6.60,5.7209,3,233.0,17.90,383.37,5.81} 25.30
{1,0.15936,0.00,6.910,0,0.4480,6.2110,6.50,5.7209,3,233.0,17.90,394.46,7.44} 24.70
{1,0.12269,0.00,6.910,0,0.4480,6.0690,40.00,5.7209,3,233.0,17.90,389.39,9.55} 21.20
{1,0.17142,0.00,6.910,0,0.4480,5.6820,33.80,5.1004,3,233.0,17.90,396.90,10.21} 19.30
{1,0.18836,0.00,6.910,0,0.4480,5.7860,33.30,5.1004,3,233.0,17.90,396.90,14.15} 20.00
{1,0.22927,0.00,6.910,0,0.4480,6.0300,85.50,5.6894,3,233.0,17.90,392.74,18.80} 16.60
{1,0.25387,0.00,6.910,0,0.4480,5.3990,95.30,5.8700,3,233.0,17.90,396.90,30.81} 14.40
{1,0.21977,0.00,6.910,0,0.4480,5.6020,62.00,6.0877,3,233.0,17.90,396.90,16.20} 19.40
{1,0.08873,21.00,5.640,0,0.4390,5.9630,45.70,6.8147,4,243.0,16.80,395.56,13.45} 19.70
{1,0.04337,21.00,5.640,0,0.4390,6.1150,63.00,6.8147,4,243.0,16.80,393.97,9.43} 20.50
{1,0.05360,21.00,5.640,0,0.4390,6.5110,21.10,6.8147,4,243.0,16.80,396.90,5.28} 25.00
{1,0.04981,21.00,5.640,0,0.4390,5.9980,21.40,6.8147,4,243.0,16.80,396.90,8.43} 23.40
{1,0.01360,75.00,4.000,0,0.4100,5.8880,47.60,7.3197,3,469.0,21.10,396.90,14.80} 18.90
{1,0.01311,90.00,1.220,0,0.4030,7.2490,21.90,8.6966,5,226.0,17.90,395.93,4.81} 35.40
{1,0.02055,85.00,0.740,0,0.4100,6.3830,35.70,9.1876,2,313.0,17.30,396.90,5.77} 24.70
{1,0.01432,100.00,1.320,0,0.4110,6.8160,40.50,8.3248,5,256.0,15.10,392.90,3.95} 31.60
{1,0.15445,25.00,5.130,0,0.4530,6.1450,29.20,7.8148,8,284.0,19.70,390.68,6.86} 23.30
{1,0.10328,25.00,5.130,0,0.4530,5.9270,47.20,6.9320,8,284.0,19.70,396.90,9.22} 19.60
{1,0.14932,25.00,5.130,0,0.4530,5.7410,66.20,7.2254,8,284.0,19.70,395.11,13.15} 18.70
{1,0.17171,25.00,5.130,0,0.4530,5.9660,93.40,6.8185,8,284.0,19.70,378.08,14.44} 16.00
{1,0.11027,25.00,5.130,0,0.4530,6.4560,67.80,7.2255,8,284.0,19.70,396.90,6.73} 22.20
{1,0.12650,25.00,5.130,0,0.4530,6.7620,43.40,7.9809,8,284.0,19.70,395.58,9.50} 25.00
{1,0.01951,17.50,1.380,0,0.4161,7.1040,59.50,9.2229,3,216.0,18.60,393.24,8.05} 33.00
{1,0.03584,80.00,3.370,0,0.3980,6.2900,17.80,6.6115,4,337.0,16.10,396.90,4.67} 23.50
{1,0.04379,80.00,3.370,0,0.3980,5.7870,31.10,6.6115,4,337.0,16.10,396.90,10.24} 19.40
{1,0.05789,12.50,6.070,0,0.4090,5.8780,21.40,6.4980,4,345.0,18.90,396.21,8.10} 22.00
{1,0.13554,12.50,6.070,0,0.4090,5.5940,36.80,6.4980,4,345.0,18.90,396.90,13.09} 17.40
{1,0.12816,12.50,6.070,0,0.4090,5.8850,33.00,6.4980,4,345.0,18.90,396.90,8.79} 20.90
{1,0.08826,0.00,10.810,0,0.4130,6.4170,6.60,5.2873,4,305.0,19.20,383.73,6.72} 24.20
{1,0.15876,0.00,10.810,0,0.4130,5.9610,17.50,5.2873,4,305.0,19.20,376.94,9.88} 21.70
{1,0.09164,0.00,10.810,0,0.4130,6.0650,7.80,5.2873,4,305.0,19.20,390.91,5.52} 22.80
{1,0.19539,0.00,10.810,0,0.4130,6.2450,6.20,5.2873,4,305.0,19.20,377.17,7.54} 23.40
{1,0.07896,0.00,12.830,0,0.4370,6.2730,6.00,4.2515,5,398.0,18.70,394.92,6.78} 24.10
{1,0.09512,0.00,12.830,0,0.4370,6.2860,45.00,4.5026,5,398.0,18.70,383.23,8.94} 21.40
{1,0.10153,0.00,12.830,0,0.4370,6.2790,74.50,4.0522,5,398.0,18.70,373.66,11.97} 20.00
{1,0.08707,0.00,12.830,0,0.4370,6.1400,45.80,4.0905,5,398.0,18.70,386.96,10.27} 20.80
{1,0.05646,0.00,12.830,0,0.4370,6.2320,53.70,5.0141,5,398.0,18.70,386.40,12.34} 21.20
{1,0.08387,0.00,12.830,0,0.4370,5.8740,36.60,4.5026,5,398.0,18.70,396.06,9.10} 20.30
{1,0.04113,25.00,4.860,0,0.4260,6.7270,33.50,5.4007,4,281.0,19.00,396.90,5.29} 28.00
{1,0.04462,25.00,4.860,0,0.4260,6.6190,70.40,5.4007,4,281.0,19.00,395.63,7.22} 23.90
{1,0.03659,25.00,4.860,0,0.4260,6.3020,32.20,5.4007,4,281.0,19.00,396.90,6.72} 24.80
{1,0.03551,25.00,4.860,0,0.4260,6.1670,46.70,5.4007,4,281.0,19.00,390.64,7.51} 22.90
{1,0.05059,0.00,4.490,0,0.4490,6.3890,48.00,4.7794,3,247.0,18.50,396.90,9.62} 23.90
{1,0.05735,0.00,4.490,0,0.4490,6.6300,56.10,4.4377,3,247.0,18.50,392.30,6.53} 26.60
{1,0.05188,0.00,4.490,0,0.4490,6.0150,45.10,4.4272,3,247.0,18.50,395.99,12.86} 22.50
{1,0.07151,0.00,4.490,0,0.4490,6.1210,56.80,3.7476,3,247.0,18.50,395.15,8.44} 22.20
{1,0.05660,0.00,3.410,0,0.4890,7.0070,86.30,3.4217,2,270.0,17.80,396.90,5.50} 23.60
{1,0.05302,0.00,3.410,0,0.4890,7.0790,63.10,3.4145,2,270.0,17.80,396.06,5.70} 28.70
{1,0.04684,0.00,3.410,0,0.4890,6.4170,66.10,3.0923,2,270.0,17.80,392.18,8.81} 22.60
{1,0.03932,0.00,3.410,0,0.4890,6.4050,73.90,3.0921,2,270.0,17.80,393.55,8.20} 22.00
{1,0.04203,28.00,15.040,0,0.4640,6.4420,53.60,3.6659,4,270.0,18.20,395.01,8.16} 22.90
{1,0.02875,28.00,15.040,0,0.4640,6.2110,28.90,3.6659,4,270.0,18.20,396.33,6.21} 25.00
{1,0.04294,28.00,15.040,0,0.4640,6.2490,77.30,3.6150,4,270.0,18.20,396.90,10.59} 20.60
{1,0.12204,0.00,2.890,0,0.4450,6.6250,57.80,3.4952,2,276.0,18.00,357.98,6.65} 28.40
{1,0.11504,0.00,2.890,0,0.4450,6.1630,69.60,3.4952,2,276.0,18.00,391.83,11.34} 21.40
{1,0.12083,0.00,2.890,0,0.4450,8.0690,76.00,3.4952,2,276.0,18.00,396.90,4.21} 38.70
{1,0.08187,0.00,2.890,0,0.4450,7.8200,36.90,3.4952,2,276.0,18.00,393.53,3.57} 43.80
{1,0.06860,0.00,2.890,0,0.4450,7.4160,62.50,3.4952,2,276.0,18.00,396.90,6.19} 33.20
{1,0.14866,0.00,8.560,0,0.5200,6.7270,79.90,2.7778,5,384.0,20.90,394.76,9.42} 27.50
{1,0.11432,0.00,8.560,0,0.5200,6.7810,71.30,2.8561,5,384.0,20.90,395.58,7.67} 26.50
{1,0.22876,0.00,8.560,0,0.5200,6.4050,85.40,2.7147,5,384.0,20.90,70.80,10.63} 18.60
{1,0.21161,0.00,8.560,0,0.5200,6.1370,87.40,2.7147,5,384.0,20.90,394.47,13.44} 19.30
{1,0.13960,0.00,8.560,0,0.5200,6.1670,90.00,2.4210,5,384.0,20.90,392.69,12.33} 20.10
{1,0.13262,0.00,8.560,0,0.5200,5.8510,96.70,2.1069,5,384.0,20.90,394.05,16.47} 19.50
{1,0.17120,0.00,8.560,0,0.5200,5.8360,91.90,2.2110,5,384.0,20.90,395.67,18.66} 19.50
{1,0.13117,0.00,8.560,0,0.5200,6.1270,85.20,2.1224,5,384.0,20.90,387.69,14.09} 20.40
{1,0.12802,0.00,8.560,0,0.5200,6.4740,97.10,2.4329,5,384.0,20.90,395.24,12.27} 19.80
{1,0.26363,0.00,8.560,0,0.5200,6.2290,91.20,2.5451,5,384.0,20.90,391.23,15.55} 19.40
{1,0.10793,0.00,8.560,0,0.5200,6.1950,54.40,2.7778,5,384.0,20.90,393.49,13.00} 21.70
{1,0.10084,0.00,10.010,0,0.5470,6.7150,81.60,2.6775,6,432.0,17.80,395.59,10.16} 22.80
{1,0.12329,0.00,10.010,0,0.5470,5.9130,92.90,2.3534,6,432.0,17.80,394.95,16.21} 18.80
{1,0.22212,0.00,10.010,0,0.5470,6.0920,95.40,2.5480,6,432.0,17.80,396.90,17.09} 18.70
{1,0.14231,0.00,10.010,0,0.5470,6.2540,84.20,2.2565,6,432.0,17.80,388.74,10.45} 18.50
{1,0.17134,0.00,10.010,0,0.5470,5.9280,88.20,2.4631,6,432.0,17.80,344.91,15.76} 18.30
{1,0.13158,0.00,10.010,0,0.5470,6.1760,72.50,2.7301,6,432.0,17.80,393.30,12.04} 21.20
{1,0.15098,0.00,10.010,0,0.5470,6.0210,82.60,2.7474,6,432.0,17.80,394.51,10.30} 19.20
{1,0.13058,0.00,10.010,0,0.5470,5.8720,73.10,2.4775,6,432.0,17.80,338.63,15.37} 20.40
{1,0.14476,0.00,10.010,0,0.5470,5.7310,65.20,2.7592,6,432.0,17.80,391.50,13.61} 19.30
{1,0.06899,0.00,25.650,0,0.5810,5.8700,69.70,2.2577,2,188.0,19.10,389.15,14.37} 22.00
{1,0.07165,0.00,25.650,0,0.5810,6.0040,84.10,2.1974,2,188.0,19.10,377.67,14.27} 20.30
{1,0.09299,0.00,25.650,0,0.5810,5.9610,92.90,2.0869,2,188.0,19.10,378.09,17.93} 20.50
{1,0.15038,0.00,25.650,0,0.5810,5.8560,97.00,1.9444,2,188.0,19.10,370.31,25.41} 17.30
{1,0.09849,0.00,25.650,0,0.5810,5.8790,95.80,2.0063,2,188.0,19.10,379.38,17.58} 18.80
{1,0.16902,0.00,25.650,0,0.5810,5.9860,88.40,1.9929,2,188.0,19.10,385.02,14.81} 21.40
{1,0.38735,0.00,25.650,0,0.5810,5.6130,95.60,1.7572,2,188.0,19.10,359.29,27.26} 15.70
{1,0.25915,0.00,21.890,0,0.6240,5.6930,96.00,1.7883,4,437.0,21.20,392.11,17.19} 16.20
{1,0.32543,0.00,21.890,0,0.6240,6.4310,98.80,1.8125,4,437.0,21.20,396.90,15.39} 18.00
{1,0.88125,0.00,21.890,0,0.6240,5.6370,94.70,1.9799,4,437.0,21.20,396.90,18.34} 14.30
{1,0.34006,0.00,21.890,0,0.6240,6.4580,98.90,2.1185,4,437.0,21.20,395.04,12.60} 19.20
{1,1.19294,0.00,21.890,0,0.6240,6.3260,97.70,2.2710,4,437.0,21.20,396.90,12.26} 19.60
{1,0.59005,0.00,21.890,0,0.6240,6.3720,97.90,2.3274,4,437.0,21.20,385.76,11.12} 23.00
{1,0.32982,0.00,21.890,0,0.6240,5.8220,95.40,2.4699,4,437.0,21.20,388.69,15.03} 18.40
{1,0.97617,0.00,21.890,0,0.6240,5.7570,98.40,2.3460,4,437.0,21.20,262.76,17.31} 15.60
{1,0.55778,0.00,21.890,0,0.6240,6.3350,98.20,2.1107,4,437.0,21.20,394.67,16.96} 18.10
{1,0.32264,0.00,21.890,0,0.6240,5.9420,93.50,1.9669,4,437.0,21.20,378.25,16.90} 17.40
{1,0.35233,0.00,21.890,0,0.6240,6.4540,98.40,1.8498,4,437.0,21.20,394.08,14.59} 17.10
{1,0.24980,0.00,21.890,0,0.6240,5.8570,98.20,1.6686,4,437.0,21.20,392.04,21.32} 13.30
{1,0.54452,0.00,21.890,0,0.6240,6.1510,97.90,1.6687,4,437.0,21.20,396.90,18.46} 17.80
{1,0.29090,0.00,21.890,0,0.6240,6.1740,93.60,1.6119,4,437.0,21.20,388.08,24.16} 14.00
{1,1.62864,0.00,21.890,0,0.6240,5.0190,100.00,1.4394,4,437.0,21.20,396.90,34.41} 14.40
{1,3.32105,0.00,19.580,1,0.8710,5.4030,100.00,1.3216,5,403.0,14.70,396.90,26.82} 13.40
{1,4.09740,0.00,19.580,0,0.8710,5.4680,100.00,1.4118,5,403.0,14.70,396.90,26.42} 15.60
{1,2.77974,0.00,19.580,0,0.8710,4.9030,97.80,1.3459,5,403.0,14.70,396.90,29.29} 11.80
{1,2.37934,0.00,19.580,0,0.8710,6.1300,100.00,1.4191,5,403.0,14.70,172.91,27.80} 13.80
{1,2.15505,0.00,19.580,0,0.8710,5.6280,100.00,1.5166,5,403.0,14.70,169.27,16.65} 15.60
{1,2.36862,0.00,19.580,0,0.8710,4.9260,95.70,1.4608,5,403.0,14.70,391.71,29.53} 14.60
{1,2.33099,0.00,19.580,0,0.8710,5.1860,93.80,1.5296,5,403.0,14.70,356.99,28.32} 17.80
{1,2.73397,0.00,19.580,0,0.8710,5.5970,94.90,1.5257,5,403.0,14.70,351.85,21.45} 15.40
{1,1.65660,0.00,19.580,0,0.8710,6.1220,97.30,1.6180,5,403.0,14.70,372.80,14.10} 21.50
{1,1.49632,0.00,19.580,0,0.8710,5.4040,100.00,1.5916,5,403.0,14.70,341.60,13.28} 19.60
{1,1.12658,0.00,19.580,1,0.8710,5.0120,88.00,1.6102,5,403.0,14.70,343.28,12.12} 15.30
{1,2.14918,0.00,19.580,0,0.8710,5.7090,98.50,1.6232,5,403.0,14.70,261.95,15.79} 19.40
{1,1.41385,0.00,19.580,1,0.8710,6.1290,96.00,1.7494,5,403.0,14.70,321.02,15.12} 17.00
{1,3.53501,0.00,19.580,1,0.8710,6.1520,82.60,1.7455,5,403.0,14.70,88.01,15.02} 15.60
{1,2.44668,0.00,19.580,0,0.8710,5.2720,94.00,1.7364,5,403.0,14.70,88.63,16.14} 13.10
{1,1.22358,0.00,19.580,0,0.6050,6.9430,97.40,1.8773,5,403.0,14.70,363.43,4.59} 41.30
{1,1.34284,0.00,19.580,0,0.6050,6.0660,100.00,1.7573,5,403.0,14.70,353.89,6.43} 24.30
{1,1.42502,0.00,19.580,0,0.8710,6.5100,100.00,1.7659,5,403.0,14.70,364.31,7.39} 23.30
{1,1.27346,0.00,19.580,1,0.6050,6.2500,92.60,1.7984,5,403.0,14.70,338.92,5.50} 27.00
{1,1.46336,0.00,19.580,0,0.6050,7.4890,90.80,1.9709,5,403.0,14.70,374.43,1.73} 50.00
{1,1.83377,0.00,19.580,1,0.6050,7.8020,98.20,2.0407,5,403.0,14.70,389.61,1.92} 50.00
{1,1.51902,0.00,19.580,1,0.6050,8.3750,93.90,2.1620,5,403.0,14.70,388.45,3.32} 50.00
{1,2.24236,0.00,19.580,0,0.6050,5.8540,91.80,2.4220,5,403.0,14.70,395.11,11.64} 22.70
{1,2.92400,0.00,19.580,0,0.6050,6.1010,93.00,2.2834,5,403.0,14.70,240.16,9.81} 25.00
{1,2.01019,0.00,19.580,0,0.6050,7.9290,96.20,2.0459,5,403.0,14.70,369.30,3.70} 50.00
{1,1.80028,0.00,19.580,0,0.6050,5.8770,79.20,2.4259,5,403.0,14.70,227.61,12.14} 23.80
{1,2.30040,0.00,19.580,0,0.6050,6.3190,96.10,2.1000,5,403.0,14.70,297.09,11.10} 23.80
{1,2.44953,0.00,19.580,0,0.6050,6.4020,95.20,2.2625,5,403.0,14.70,330.04,11.32} 22.30
{1,1.20742,0.00,19.580,0,0.6050,5.8750,94.60,2.4259,5,403.0,14.70,292.29,14.43} 17.40
{1,2.31390,0.00,19.580,0,0.6050,5.8800,97.30,2.3887,5,403.0,14.70,348.13,12.03} 19.10
{1,0.13914,0.00,4.050,0,0.5100,5.5720,88.50,2.5961,5,296.0,16.60,396.90,14.69} 23.10
{1,0.09178,0.00,4.050,0,0.5100,6.4160,84.10,2.6463,5,296.0,16.60,395.50,9.04} 23.60
{1,0.08447,0.00,4.050,0,0.5100,5.8590,68.70,2.7019,5,296.0,16.60,393.23,9.64} 22.60
{1,0.06664,0.00,4.050,0,0.5100,6.5460,33.10,3.1323,5,296.0,16.60,390.96,5.33} 29.40
{1,0.07022,0.00,4.050,0,0.5100,6.0200,47.20,3.5549,5,296.0,16.60,393.23,10.11} 23.20
{1,0.05425,0.00,4.050,0,0.5100,6.3150,73.40,3.3175,5,296.0,16.60,395.60,6.29} 24.60
{1,0.06642,0.00,4.050,0,0.5100,6.8600,74.40,2.9153,5,296.0,16.60,391.27,6.92} 29.90
{1,0.05780,0.00,2.460,0,0.4880,6.9800,58.40,2.8290,3,193.0,17.80,396.90,5.04} 37.20
{1,0.06588,0.00,2.460,0,0.4880,7.7650,83.30,2.7410,3,193.0,17.80,395.56,7.56} 39.80
{1,0.06888,0.00,2.460,0,0.4880,6.1440,62.20,2.5979,3,193.0,17.80,396.90,9.45} 36.20
{1,0.09103,0.00,2.460,0,0.4880,7.1550,92.20,2.7006,3,193.0,17.80,394.12,4.82} 37.90
{1,0.10008,0.00,2.460,0,0.4880,6.5630,95.60,2.8470,3,193.0,17.80,396.90,5.68} 32.50
{1,0.08308,0.00,2.460,0,0.4880,5.6040,89.80,2.9879,3,193.0,17.80,391.00,13.98} 26.40
{1,0.06047,0.00,2.460,0,0.4880,6.1530,68.80,3.2797,3,193.0,17.80,387.11,13.15} 29.60
{1,0.05602,0.00,2.460,0,0.4880,7.8310,53.60,3.1992,3,193.0,17.80,392.63,4.45} 50.00
{1,0.07875,45.00,3.440,0,0.4370,6.7820,41.10,3.7886,5,398.0,15.20,393.87,6.68} 32.00
{1,0.12579,45.00,3.440,0,0.4370,6.5560,29.10,4.5667,5,398.0,15.20,382.84,4.56} 29.80
{1,0.08370,45.00,3.440,0,0.4370,7.1850,38.90,4.5667,5,398.0,15.20,396.90,5.39} 34.90
{1,0.09068,45.00,3.440,0,0.4370,6.9510,21.50,6.4798,5,398.0,15.20,377.68,5.10} 37.00
{1,0.06911,45.00,3.440,0,0.4370,6.7390,30.80,6.4798,5,398.0,15.20,389.71,4.69} 30.50
{1,0.08664,45.00,3.440,0,0.4370,7.1780,26.30,6.4798,5,398.0,15.20,390.49,2.87} 36.40
{1,0.02187,60.00,2.930,0,0.4010,6.8000,9.90,6.2196,1,265.0,15.60,393.37,5.03} 31.10
{1,0.01439,60.00,2.930,0,0.4010,6.6040,18.80,6.2196,1,265.0,15.60,376.70,4.38} 29.10
{1,0.01381,80.00,0.460,0,0.4220,7.8750,32.00,5.6484,4,255.0,14.40,394.23,2.97} 50.00
{1,0.04011,80.00,1.520,0,0.4040,7.2870,34.10,7.3090,2,329.0,12.60,396.90,4.08} 33.30
{1,0.04666,80.00,1.520,0,0.4040,7.1070,36.60,7.3090,2,329.0,12.60,354.31,8.61} 30.30
{1,0.03768,80.00,1.520,0,0.4040,7.2740,38.30,7.3090,2,329.0,12.60,392.20,6.62} 34.60
{1,0.03150,95.00,1.470,0,0.4030,6.9750,15.30,7.6534,3,402.0,17.00,396.90,4.56} 34.90
{1,0.01778,95.00,1.470,0,0.4030,7.1350,13.90,7.6534,3,402.0,17.00,384.30,4.45} 32.90
{1,0.03445,82.50,2.030,0,0.4150,6.1620,38.40,6.2700,2,348.0,14.70,393.77,7.43} 24.10
{1,0.02177,82.50,2.030,0,0.4150,7.6100,15.70,6.2700,2,348.0,14.70,395.38,3.11} 42.30
{1,0.03510,95.00,2.680,0,0.4161,7.8530,33.20,5.1180,4,224.0,14.70,392.78,3.81} 48.50
{1,0.02009,95.00,2.680,0,0.4161,8.0340,31.90,5.1180,4,224.0,14.70,390.55,2.88} 50.00
{1,0.13642,0.00,10.590,0,0.4890,5.8910,22.30,3.9454,4,277.0,18.60,396.90,10.87} 22.60
{1,0.22969,0.00,10.590,0,0.4890,6.3260,52.50,4.3549,4,277.0,18.60,394.87,10.97} 24.40
{1,0.25199,0.00,10.590,0,0.4890,5.7830,72.70,4.3549,4,277.0,18.60,389.43,18.06} 22.50
{1,0.13587,0.00,10.590,1,0.4890,6.0640,59.10,4.2392,4,277.0,18.60,381.32,14.66} 24.40
{1,0.43571,0.00,10.590,1,0.4890,5.3440,100.00,3.8750,4,277.0,18.60,396.90,23.09} 20.00
{1,0.17446,0.00,10.590,1,0.4890,5.9600,92.10,3.8771,4,277.0,18.60,393.25,17.27} 21.70
{1,0.37578,0.00,10.590,1,0.4890,5.4040,88.60,3.6650,4,277.0,18.60,395.24,23.98} 19.30
{1,0.21719,0.00,10.590,1,0.4890,5.8070,53.80,3.6526,4,277.0,18.60,390.94,16.03} 22.40
{1,0.14052,0.00,10.590,0,0.4890,6.3750,32.30,3.9454,4,277.0,18.60,385.81,9.38} 28.10
{1,0.28955,0.00,10.590,0,0.4890,5.4120,9.80,3.5875,4,277.0,18.60,348.93,29.55} 23.70
{1,0.19802,0.00,10.590,0,0.4890,6.1820,42.40,3.9454,4,277.0,18.60,393.63,9.47} 25.00
{1,0.04560,0.00,13.890,1,0.5500,5.8880,56.00,3.1121,5,276.0,16.40,392.80,13.51} 23.30
{1,0.07013,0.00,13.890,0,0.5500,6.6420,85.10,3.4211,5,276.0,16.40,392.78,9.69} 28.70
{1,0.11069,0.00,13.890,1,0.5500,5.9510,93.80,2.8893,5,276.0,16.40,396.90,17.92} 21.50
{1,0.11425,0.00,13.890,1,0.5500,6.3730,92.40,3.3633,5,276.0,16.40,393.74,10.50} 23.00
{1,0.35809,0.00,6.200,1,0.5070,6.9510,88.50,2.8617,8,307.0,17.40,391.70,9.71} 26.70
{1,0.40771,0.00,6.200,1,0.5070,6.1640,91.30,3.0480,8,307.0,17.40,395.24,21.46} 21.70
{1,0.62356,0.00,6.200,1,0.5070,6.8790,77.70,3.2721,8,307.0,17.40,390.39,9.93} 27.50
{1,0.61470,0.00,6.200,0,0.5070,6.6180,80.80,3.2721,8,307.0,17.40,396.90,7.60} 30.10
{1,0.31533,0.00,6.200,0,0.5040,8.2660,78.30,2.8944,8,307.0,17.40,385.05,4.14} 44.80
{1,0.52693,0.00,6.200,0,0.5040,8.7250,83.00,2.8944,8,307.0,17.40,382.00,4.63} 50.00
{1,0.38214,0.00,6.200,0,0.5040,8.0400,86.50,3.2157,8,307.0,17.40,387.38,3.13} 37.60
{1,0.41238,0.00,6.200,0,0.5040,7.1630,79.90,3.2157,8,307.0,17.40,372.08,6.36} 31.60
{1,0.29819,0.00,6.200,0,0.5040,7.6860,17.00,3.3751,8,307.0,17.40,377.51,3.92} 46.70
{1,0.44178,0.00,6.200,0,0.5040,6.5520,21.40,3.3751,8,307.0,17.40,380.34,3.76} 31.50
{1,0.53700,0.00,6.200,0,0.5040,5.9810,68.10,3.6715,8,307.0,17.40,378.35,11.65} 24.30
{1,0.46296,0.00,6.200,0,0.5040,7.4120,76.90,3.6715,8,307.0,17.40,376.14,5.25} 31.70
{1,0.57529,0.00,6.200,0,0.5070,8.3370,73.30,3.8384,8,307.0,17.40,385.91,2.47} 41.70
{1,0.33147,0.00,6.200,0,0.5070,8.2470,70.40,3.6519,8,307.0,17.40,378.95,3.95} 48.30
{1,0.44791,0.00,6.200,1,0.5070,6.7260,66.50,3.6519,8,307.0,17.40,360.20,8.05} 29.00
{1,0.33045,0.00,6.200,0,0.5070,6.0860,61.50,3.6519,8,307.0,17.40,376.75,10.88} 24.00
{1,0.52058,0.00,6.200,1,0.5070,6.6310,76.50,4.1480,8,307.0,17.40,388.45,9.54} 25.10
{1,0.51183,0.00,6.200,0,0.5070,7.3580,71.60,4.1480,8,307.0,17.40,390.07,4.73} 31.50
{1,0.08244,30.00,4.930,0,0.4280,6.4810,18.50,6.1899,6,300.0,16.60,379.41,6.36} 23.70
{1,0.09252,30.00,4.930,0,0.4280,6.6060,42.20,6.1899,6,300.0,16.60,383.78,7.37} 23.30
{1,0.11329,30.00,4.930,0,0.4280,6.8970,54.30,6.3361,6,300.0,16.60,391.25,11.38} 22.00
{1,0.10612,30.00,4.930,0,0.4280,6.0950,65.10,6.3361,6,300.0,16.60,394.62,12.40} 20.10
{1,0.10290,30.00,4.930,0,0.4280,6.3580,52.90,7.0355,6,300.0,16.60,372.75,11.22} 22.20
{1,0.12757,30.00,4.930,0,0.4280,6.3930,7.80,7.0355,6,300.0,16.60,374.71,5.19} 23.70
{1,0.20608,22.00,5.860,0,0.4310,5.5930,76.50,7.9549,7,330.0,19.10,372.49,12.50} 17.60
{1,0.19133,22.00,5.860,0,0.4310,5.6050,70.20,7.9549,7,330.0,19.10,389.13,18.46} 18.50
{1,0.33983,22.00,5.860,0,0.4310,6.1080,34.90,8.0555,7,330.0,19.10,390.18,9.16} 24.30
{1,0.19657,22.00,5.860,0,0.4310,6.2260,79.20,8.0555,7,330.0,19.10,376.14,10.15} 20.50
{1,0.16439,22.00,5.860,0,0.4310,6.4330,49.10,7.8265,7,330.0,19.10,374.71,9.52} 24.50
{1,0.19073,22.00,5.860,0,0.4310,6.7180,17.50,7.8265,7,330.0,19.10,393.74,6.56} 26.20
{1,0.14030,22.00,5.860,0,0.4310,6.4870,13.00,7.3967,7,330.0,19.10,396.28,5.90} 24.40
{1,0.21409,22.00,5.860,0,0.4310,6.4380,8.90,7.3967,7,330.0,19.10,377.07,3.59} 24.80
{1,0.08221,22.00,5.860,0,0.4310,6.9570,6.80,8.9067,7,330.0,19.10,386.09,3.53} 29.60
{1,0.36894,22.00,5.860,0,0.4310,8.2590,8.40,8.9067,7,330.0,19.10,396.90,3.54} 42.80
{1,0.04819,80.00,3.640,0,0.3920,6.1080,32.00,9.2203,1,315.0,16.40,392.89,6.57} 21.90
{1,0.03548,80.00,3.640,0,0.3920,5.8760,19.10,9.2203,1,315.0,16.40,395.18,9.25} 20.90
{1,0.01538,90.00,3.750,0,0.3940,7.4540,34.20,6.3361,3,244.0,15.90,386.34,3.11} 44.00
{1,0.61154,20.00,3.970,0,0.6470,8.7040,86.90,1.8010,5,264.0,13.00,389.70,5.12} 50.00
{1,0.66351,20.00,3.970,0,0.6470,7.3330,100.00,1.8946,5,264.0,13.00,383.29,7.79} 36.00
{1,0.65665,20.00,3.970,0,0.6470,6.8420,100.00,2.0107,5,264.0,13.00,391.93,6.90} 30.10
{1,0.54011,20.00,3.970,0,0.6470,7.2030,81.80,2.1121,5,264.0,13.00,392.80,9.59} 33.80
{1,0.53412,20.00,3.970,0,0.6470,7.5200,89.40,2.1398,5,264.0,13.00,388.37,7.26} 43.10
{1,0.52014,20.00,3.970,0,0.6470,8.3980,91.50,2.2885,5,264.0,13.00,386.86,5.91} 48.80
{1,0.82526,20.00,3.970,0,0.6470,7.3270,94.50,2.0788,5,264.0,13.00,393.42,11.25} 31.00
{1,0.55007,20.00,3.970,0,0.6470,7.2060,91.60,1.9301,5,264.0,13.00,387.89,8.10} 36.50
{1,0.76162,20.00,3.970,0,0.6470,5.5600,62.80,1.9865,5,264.0,13.00,392.40,10.45} 22.80
{1,0.78570,20.00,3.970,0,0.6470,7.0140,84.60,2.1329,5,264.0,13.00,384.07,14.79} 30.70
{1,0.57834,20.00,3.970,0,0.5750,8.2970,67.00,2.4216,5,264.0,13.00,384.54,7.44} 50.00
{1,0.54050,20.00,3.970,0,0.5750,7.4700,52.60,2.8720,5,264.0,13.00,390.30,3.16} 43.50
{1,0.09065,20.00,6.960,1,0.4640,5.9200,61.50,3.9175,3,223.0,18.60,391.34,13.65} 20.70
{1,0.29916,20.00,6.960,0,0.4640,5.8560,42.10,4.4290,3,223.0,18.60,388.65,13.00} 21.10
{1,0.16211,20.00,6.960,0,0.4640,6.2400,16.30,4.4290,3,223.0,18.60,396.90,6.59} 25.20
{1,0.11460,20.00,6.960,0,0.4640,6.5380,58.70,3.9175,3,223.0,18.60,394.96,7.73} 24.40
{1,0.22188,20.00,6.960,1,0.4640,7.6910,51.80,4.3665,3,223.0,18.60,390.77,6.58} 35.20
{1,0.05644,40.00,6.410,1,0.4470,6.7580,32.90,4.0776,4,254.0,17.60,396.90,3.53} 32.40
{1,0.09604,40.00,6.410,0,0.4470,6.8540,42.80,4.2673,4,254.0,17.60,396.90,2.98} 32.00
{1,0.10469,40.00,6.410,1,0.4470,7.2670,49.00,4.7872,4,254.0,17.60,389.25,6.05} 33.20
{1,0.06127,40.00,6.410,1,0.4470,6.8260,27.60,4.8628,4,254.0,17.60,393.45,4.16} 33.10
{1,0.07978,40.00,6.410,0,0.4470,6.4820,32.10,4.1403,4,254.0,17.60,396.90,7.19} 29.10
{1,0.21038,20.00,3.330,0,0.4429,6.8120,32.20,4.1007,5,216.0,14.90,396.90,4.85} 35.10
{1,0.03578,20.00,3.330,0,0.4429,7.8200,64.50,4.6947,5,216.0,14.90,387.31,3.76} 45.40
{1,0.03705,20.00,3.330,0,0.4429,6.9680,37.20,5.2447,5,216.0,14.90,392.23,4.59} 35.40
{1,0.06129,20.00,3.330,1,0.4429,7.6450,49.70,5.2119,5,216.0,14.90,377.07,3.01} 46.00
{1,0.01501,90.00,1.210,1,0.4010,7.9230,24.80,5.8850,1,198.0,13.60,395.52,3.16} 50.00
{1,0.00906,90.00,2.970,0,0.4000,7.0880,20.80,7.3073,1,285.0,15.30,394.72,7.85} 32.20
{1,0.01096,55.00,2.250,0,0.3890,6.4530,31.90,7.3073,1,300.0,15.30,394.72,8.23} 22.00
{1,0.01965,80.00,1.760,0,0.3850,6.2300,31.50,9.0892,1,241.0,18.20,341.60,12.93} 20.10
{1,0.03871,52.50,5.320,0,0.4050,6.2090,31.30,7.3172,6,293.0,16.60,396.90,7.14} 23.20
{1,0.04590,52.50,5.320,0,0.4050,6.3150,45.60,7.3172,6,293.0,16.60,396.90,7.60} 22.30
{1,0.04297,52.50,5.320,0,0.4050,6.5650,22.90,7.3172,6,293.0,16.60,371.72,9.51} 24.80
{1,0.03502,80.00,4.950,0,0.4110,6.8610,27.90,5.1167,4,245.0,19.20,396.90,3.33} 28.50
{1,0.07886,80.00,4.950,0,0.4110,7.1480,27.70,5.1167,4,245.0,19.20,396.90,3.56} 37.30
{1,0.03615,80.00,4.950,0,0.4110,6.6300,23.40,5.1167,4,245.0,19.20,396.90,4.70} 27.90
{1,0.08265,0.00,13.920,0,0.4370,6.1270,18.40,5.5027,4,289.0,16.00,396.90,8.58} 23.90
{1,0.08199,0.00,13.920,0,0.4370,6.0090,42.30,5.5027,4,289.0,16.00,396.90,10.40} 21.70
{1,0.12932,0.00,13.920,0,0.4370,6.6780,31.10,5.9604,4,289.0,16.00,396.90,6.27} 28.60
{1,0.05372,0.00,13.920,0,0.4370,6.5490,51.00,5.9604,4,289.0,16.00,392.85,7.39} 27.10
{1,0.14103,0.00,13.920,0,0.4370,5.7900,58.00,6.3200,4,289.0,16.00,396.90,15.84} 20.30
{1,0.06466,70.00,2.240,0,0.4000,6.3450,20.10,7.8278,5,358.0,14.80,368.24,4.97} 22.50
{1,0.05561,70.00,2.240,0,0.4000,7.0410,10.00,7.8278,5,358.0,14.80,371.58,4.74} 29.00
{1,0.04417,70.00,2.240,0,0.4000,6.8710,47.40,7.8278,5,358.0,14.80,390.86,6.07} 24.80
{1,0.03537,34.00,6.090,0,0.4330,6.5900,40.40,5.4917,7,329.0,16.10,395.75,9.50} 22.00
{1,0.09266,34.00,6.090,0,0.4330,6.4950,18.40,5.4917,7,329.0,16.10,383.61,8.67} 26.40
{1,0.10000,34.00,6.090,0,0.4330,6.9820,17.70,5.4917,7,329.0,16.10,390.43,4.86} 33.10
{1,0.05515,33.00,2.180,0,0.4720,7.2360,41.10,4.0220,7,222.0,18.40,393.68,6.93} 36.10
{1,0.05479,33.00,2.180,0,0.4720,6.6160,58.10,3.3700,7,222.0,18.40,393.36,8.93} 28.40
{1,0.07503,33.00,2.180,0,0.4720,7.4200,71.90,3.0992,7,222.0,18.40,396.90,6.47} 33.40
{1,0.04932,33.00,2.180,0,0.4720,6.8490,70.30,3.1827,7,222.0,18.40,396.90,7.53} 28.20
{1,0.49298,0.00,9.900,0,0.5440,6.6350,82.50,3.3175,4,304.0,18.40,396.90,4.54} 22.80
{1,0.34940,0.00,9.900,0,0.5440,5.9720,76.70,3.1025,4,304.0,18.40,396.24,9.97} 20.30
{1,2.63548,0.00,9.900,0,0.5440,4.9730,37.80,2.5194,4,304.0,18.40,350.45,12.64} 16.10
{1,0.79041,0.00,9.900,0,0.5440,6.1220,52.80,2.6403,4,304.0,18.40,396.90,5.98} 22.10
{1,0.26169,0.00,9.900,0,0.5440,6.0230,90.40,2.8340,4,304.0,18.40,396.30,11.72} 19.40
{1,0.26938,0.00,9.900,0,0.5440,6.2660,82.80,3.2628,4,304.0,18.40,393.39,7.90} 21.60
{1,0.36920,0.00,9.900,0,0.5440,6.5670,87.30,3.6023,4,304.0,18.40,395.69,9.28} 23.80
{1,0.25356,0.00,9.900,0,0.5440,5.7050,77.70,3.9450,4,304.0,18.40,396.42,11.50} 16.20
{1,0.31827,0.00,9.900,0,0.5440,5.9140,83.20,3.9986,4,304.0,18.40,390.70,18.33} 17.80
{1,0.24522,0.00,9.900,0,0.5440,5.7820,71.70,4.0317,4,304.0,18.40,396.90,15.94} 19.80
{1,0.40202,0.00,9.900,0,0.5440,6.3820,67.20,3.5325,4,304.0,18.40,395.21,10.36} 23.10
{1,0.47547,0.00,9.900,0,0.5440,6.1130,58.80,4.0019,4,304.0,18.40,396.23,12.73} 21.00
{1,0.16760,0.00,7.380,0,0.4930,6.4260,52.30,4.5404,5,287.0,19.60,396.90,7.20} 23.80
{1,0.18159,0.00,7.380,0,0.4930,6.3760,54.30,4.5404,5,287.0,19.60,396.90,6.87} 23.10
{1,0.35114,0.00,7.380,0,0.4930,6.0410,49.90,4.7211,5,287.0,19.60,396.90,7.70} 20.40
{1,0.28392,0.00,7.380,0,0.4930,5.7080,74.30,4.7211,5,287.0,19.60,391.13,11.74} 18.50
{1,0.34109,0.00,7.380,0,0.4930,6.4150,40.10,4.7211,5,287.0,19.60,396.90,6.12} 25.00
{1,0.19186,0.00,7.380,0,0.4930,6.4310,14.70,5.4159,5,287.0,19.60,393.68,5.08} 24.60
{1,0.30347,0.00,7.380,0,0.4930,6.3120,28.90,5.4159,5,287.0,19.60,396.90,6.15} 23.00
{1,0.24103,0.00,7.380,0,0.4930,6.0830,43.70,5.4159,5,287.0,19.60,396.90,12.79} 22.20
{1,0.06617,0.00,3.240,0,0.4600,5.8680,25.80,5.2146,4,430.0,16.90,382.44,9.97} 19.30
{1,0.06724,0.00,3.240,0,0.4600,6.3330,17.20,5.2146,4,430.0,16.90,375.21,7.34} 22.60
{1,0.04544,0.00,3.240,0,0.4600,6.1440,32.20,5.8736,4,430.0,16.90,368.57,9.09} 19.80
{1,0.05023,35.00,6.060,0,0.4379,5.7060,28.40,6.6407,1,304.0,16.90,394.02,12.43} 17.10
{1,0.03466,35.00,6.060,0,0.4379,6.0310,23.30,6.6407,1,304.0,16.90,362.25,7.83} 19.40
{1,0.05083,0.00,5.190,0,0.5150,6.3160,38.10,6.4584,5,224.0,20.20,389.71,5.68} 22.20
{1,0.03738,0.00,5.190,0,0.5150,6.3100,38.50,6.4584,5,224.0,20.20,389.40,6.75} 20.70
{1,0.03961,0.00,5.190,0,0.5150,6.0370,34.50,5.9853,5,224.0,20.20,396.90,8.01} 21.10
{1,0.03427,0.00,5.190,0,0.5150,5.8690,46.30,5.2311,5,224.0,20.20,396.90,9.80} 19.50
{1,0.03041,0.00,5.190,0,0.5150,5.8950,59.60,5.6150,5,224.0,20.20,394.81,10.56} 18.50
{1,0.03306,0.00,5.190,0,0.5150,6.0590,37.30,4.8122,5,224.0,20.20,396.14,8.51} 20.60
{1,0.05497,0.00,5.190,0,0.5150,5.9850,45.40,4.8122,5,224.0,20.20,396.90,9.74} 19.00
{1,0.06151,0.00,5.190,0,0.5150,5.9680,58.50,4.8122,5,224.0,20.20,396.90,9.29} 18.70
{1,0.01301,35.00,1.520,0,0.4420,7.2410,49.30,7.0379,1,284.0,15.50,394.74,5.49} 32.70
{1,0.02498,0.00,1.890,0,0.5180,6.5400,59.70,6.2669,1,422.0,15.90,389.96,8.65} 16.50
{1,0.02543,55.00,3.780,0,0.4840,6.6960,56.40,5.7321,5,370.0,17.60,396.90,7.18} 23.90
{1,0.03049,55.00,3.780,0,0.4840,6.8740,28.10,6.4654,5,370.0,17.60,387.97,4.61} 31.20
{1,0.03113,0.00,4.390,0,0.4420,6.0140,48.50,8.0136,3,352.0,18.80,385.64,10.53} 17.50
{1,0.06162,0.00,4.390,0,0.4420,5.8980,52.30,8.0136,3,352.0,18.80,364.61,12.67} 17.20
{1,0.01870,85.00,4.150,0,0.4290,6.5160,27.70,8.5353,4,351.0,17.90,392.43,6.36} 23.10
{1,0.01501,80.00,2.010,0,0.4350,6.6350,29.70,8.3440,4,280.0,17.00,390.94,5.99} 24.50
{1,0.02899,40.00,1.250,0,0.4290,6.9390,34.50,8.7921,1,335.0,19.70,389.85,5.89} 26.60
{1,0.06211,40.00,1.250,0,0.4290,6.4900,44.40,8.7921,1,335.0,19.70,396.90,5.98} 22.90
{1,0.07950,60.00,1.690,0,0.4110,6.5790,35.90,10.7103,4,411.0,18.30,370.78,5.49} 24.10
{1,0.07244,60.00,1.690,0,0.4110,5.8840,18.50,10.7103,4,411.0,18.30,392.33,7.79} 18.60
{1,0.01709,90.00,2.020,0,0.4100,6.7280,36.10,12.1265,5,187.0,17.00,384.46,4.50} 30.10
{1,0.04301,80.00,1.910,0,0.4130,5.6630,21.90,10.5857,4,334.0,22.00,382.80,8.05} 18.20
{1,0.10659,80.00,1.910,0,0.4130,5.9360,19.50,10.5857,4,334.0,22.00,376.04,5.57} 20.60
{1,8.98296,0.00,18.100,1,0.7700,6.2120,97.40,2.1222,24,666.0,20.20,377.73,17.60} 17.80
{1,3.84970,0.00,18.100,1,0.7700,6.3950,91.00,2.5052,24,666.0,20.20,391.34,13.27} 21.70
{1,5.20177,0.00,18.100,1,0.7700,6.1270,83.40,2.7227,24,666.0,20.20,395.43,11.48} 22.70
{1,4.26131,0.00,18.100,0,0.7700,6.1120,81.30,2.5091,24,666.0,20.20,390.74,12.67} 22.60
{1,4.54192,0.00,18.100,0,0.7700,6.3980,88.00,2.5182,24,666.0,20.20,374.56,7.79} 25.00
{1,3.83684,0.00,18.100,0,0.7700,6.2510,91.10,2.2955,24,666.0,20.20,350.65,14.19} 19.90
{1,3.67822,0.00,18.100,0,0.7700,5.3620,96.20,2.1036,24,666.0,20.20,380.79,10.19} 20.80
{1,4.22239,0.00,18.100,1,0.7700,5.8030,89.00,1.9047,24,666.0,20.20,353.04,14.64} 16.80
{1,3.47428,0.00,18.100,1,0.7180,8.7800,82.90,1.9047,24,666.0,20.20,354.55,5.29} 21.90
{1,4.55587,0.00,18.100,0,0.7180,3.5610,87.90,1.6132,24,666.0,20.20,354.70,7.12} 27.50
{1,3.69695,0.00,18.100,0,0.7180,4.9630,91.40,1.7523,24,666.0,20.20,316.03,14.00} 21.90
{1,13.52220,0.00,18.100,0,0.6310,3.8630,100.00,1.5106,24,666.0,20.20,131.42,13.33} 23.10
{1,4.89822,0.00,18.100,0,0.6310,4.9700,100.00,1.3325,24,666.0,20.20,375.52,3.26} 50.00
{1,5.66998,0.00,18.100,1,0.6310,6.6830,96.80,1.3567,24,666.0,20.20,375.33,3.73} 50.00
{1,6.53876,0.00,18.100,1,0.6310,7.0160,97.50,1.2024,24,666.0,20.20,392.05,2.96} 50.00
{1,9.23230,0.00,18.100,0,0.6310,6.2160,100.00,1.1691,24,666.0,20.20,366.15,9.53} 50.00
{1,8.26725,0.00,18.100,1,0.6680,5.8750,89.60,1.1296,24,666.0,20.20,347.88,8.88} 50.00
{1,11.10810,0.00,18.100,0,0.6680,4.9060,100.00,1.1742,24,666.0,20.20,396.90,34.77} 13.80
{1,18.49820,0.00,18.100,0,0.6680,4.1380,100.00,1.1370,24,666.0,20.20,396.90,37.97} 13.80
{1,19.60910,0.00,18.100,0,0.6710,7.3130,97.90,1.3163,24,666.0,20.20,396.90,13.44} 15.00
{1,15.28800,0.00,18.100,0,0.6710,6.6490,93.30,1.3449,24,666.0,20.20,363.02,23.24} 13.90
{1,9.82349,0.00,18.100,0,0.6710,6.7940,98.80,1.3580,24,666.0,20.20,396.90,21.24} 13.30
{1,23.64820,0.00,18.100,0,0.6710,6.3800,96.20,1.3861,24,666.0,20.20,396.90,23.69} 13.10
{1,17.86670,0.00,18.100,0,0.6710,6.2230,100.00,1.3861,24,666.0,20.20,393.74,21.78} 10.20
{1,88.97620,0.00,18.100,0,0.6710,6.9680,91.90,1.4165,24,666.0,20.20,396.90,17.21} 10.40
{1,15.87440,0.00,18.100,0,0.6710,6.5450,99.10,1.5192,24,666.0,20.20,396.90,21.08} 10.90
{1,9.18702,0.00,18.100,0,0.7000,5.5360,100.00,1.5804,24,666.0,20.20,396.90,23.60} 11.30
{1,7.99248,0.00,18.100,0,0.7000,5.5200,100.00,1.5331,24,666.0,20.20,396.90,24.56} 12.30
{1,20.08490,0.00,18.100,0,0.7000,4.3680,91.20,1.4395,24,666.0,20.20,285.83,30.63} 8.80
{1,16.81180,0.00,18.100,0,0.7000,5.2770,98.10,1.4261,24,666.0,20.20,396.90,30.81} 7.20
{1,24.39380,0.00,18.100,0,0.7000,4.6520,100.00,1.4672,24,666.0,20.20,396.90,28.28} 10.50
{1,22.59710,0.00,18.100,0,0.7000,5.0000,89.50,1.5184,24,666.0,20.20,396.90,31.99} 7.40
{1,14.33370,0.00,18.100,0,0.7000,4.8800,100.00,1.5895,24,666.0,20.20,372.92,30.62} 10.20
{1,8.15174,0.00,18.100,0,0.7000,5.3900,98.90,1.7281,24,666.0,20.20,396.90,20.85} 11.50
{1,6.96215,0.00,18.100,0,0.7000,5.7130,97.00,1.9265,24,666.0,20.20,394.43,17.11} 15.10
{1,5.29305,0.00,18.100,0,0.7000,6.0510,82.50,2.1678,24,666.0,20.20,378.38,18.76} 23.20
{1,11.57790,0.00,18.100,0,0.7000,5.0360,97.00,1.7700,24,666.0,20.20,396.90,25.68} 9.70
{1,8.64476,0.00,18.100,0,0.6930,6.1930,92.60,1.7912,24,666.0,20.20,396.90,15.17} 13.80
{1,13.35980,0.00,18.100,0,0.6930,5.8870,94.70,1.7821,24,666.0,20.20,396.90,16.35} 12.70
{1,8.71675,0.00,18.100,0,0.6930,6.4710,98.80,1.7257,24,666.0,20.20,391.98,17.12} 13.10
{1,5.87205,0.00,18.100,0,0.6930,6.4050,96.00,1.6768,24,666.0,20.20,396.90,19.37} 12.50
{1,7.67202,0.00,18.100,0,0.6930,5.7470,98.90,1.6334,24,666.0,20.20,393.10,19.92} 8.50
{1,38.35180,0.00,18.100,0,0.6930,5.4530,100.00,1.4896,24,666.0,20.20,396.90,30.59} 5.00
{1,9.91655,0.00,18.100,0,0.6930,5.8520,77.80,1.5004,24,666.0,20.20,338.16,29.97} 6.30
{1,25.04610,0.00,18.100,0,0.6930,5.9870,100.00,1.5888,24,666.0,20.20,396.90,26.77} 5.60
{1,14.23620,0.00,18.100,0,0.6930,6.3430,100.00,1.5741,24,666.0,20.20,396.90,20.32} 7.20
{1,9.59571,0.00,18.100,0,0.6930,6.4040,100.00,1.6390,24,666.0,20.20,376.11,20.31} 12.10
{1,24.80170,0.00,18.100,0,0.6930,5.3490,96.00,1.7028,24,666.0,20.20,396.90,19.77} 8.30
{1,41.52920,0.00,18.100,0,0.6930,5.5310,85.40,1.6074,24,666.0,20.20,329.46,27.38} 8.50
{1,67.92080,0.00,18.100,0,0.6930,5.6830,100.00,1.4254,24,666.0,20.20,384.97,22.98} 5.00
{1,20.71620,0.00,18.100,0,0.6590,4.1380,100.00,1.1781,24,666.0,20.20,370.22,23.34} 11.90
{1,11.95110,0.00,18.100,0,0.6590,5.6080,100.00,1.2852,24,666.0,20.20,332.09,12.13} 27.90
{1,7.40389,0.00,18.100,0,0.5970,5.6170,97.90,1.4547,24,666.0,20.20,314.64,26.40} 17.20
{1,14.43830,0.00,18.100,0,0.5970,6.8520,100.00,1.4655,24,666.0,20.20,179.36,19.78} 27.50
{1,51.13580,0.00,18.100,0,0.5970,5.7570,100.00,1.4130,24,666.0,20.20,2.60,10.11} 15.00
{1,14.05070,0.00,18.100,0,0.5970,6.6570,100.00,1.5275,24,666.0,20.20,35.05,21.22} 17.20
{1,18.81100,0.00,18.100,0,0.5970,4.6280,100.00,1.5539,24,666.0,20.20,28.79,34.37} 17.90
{1,28.65580,0.00,18.100,0,0.5970,5.1550,100.00,1.5894,24,666.0,20.20,210.97,20.08} 16.30
{1,45.74610,0.00,18.100,0,0.6930,4.5190,100.00,1.6582,24,666.0,20.20,88.27,36.98} 7.00
{1,18.08460,0.00,18.100,0,0.6790,6.4340,100.00,1.8347,24,666.0,20.20,27.25,29.05} 7.20
{1,10.83420,0.00,18.100,0,0.6790,6.7820,90.80,1.8195,24,666.0,20.20,21.57,25.79} 7.50
{1,25.94060,0.00,18.100,0,0.6790,5.3040,89.10,1.6475,24,666.0,20.20,127.36,26.64} 10.40
{1,73.53410,0.00,18.100,0,0.6790,5.9570,100.00,1.8026,24,666.0,20.20,16.45,20.62} 8.80
{1,11.81230,0.00,18.100,0,0.7180,6.8240,76.50,1.7940,24,666.0,20.20,48.45,22.74} 8.40
{1,11.08740,0.00,18.100,0,0.7180,6.4110,100.00,1.8589,24,666.0,20.20,318.75,15.02} 16.70
{1,7.02259,0.00,18.100,0,0.7180,6.0060,95.30,1.8746,24,666.0,20.20,319.98,15.70} 14.20
{1,12.04820,0.00,18.100,0,0.6140,5.6480,87.60,1.9512,24,666.0,20.20,291.55,14.10} 20.80
{1,7.05042,0.00,18.100,0,0.6140,6.1030,85.10,2.0218,24,666.0,20.20,2.52,23.29} 13.40
{1,8.79212,0.00,18.100,0,0.5840,5.5650,70.60,2.0635,24,666.0,20.20,3.65,17.16} 11.70
{1,15.86030,0.00,18.100,0,0.6790,5.8960,95.40,1.9096,24,666.0,20.20,7.68,24.39} 8.30
{1,12.24720,0.00,18.100,0,0.5840,5.8370,59.70,1.9976,24,666.0,20.20,24.65,15.69} 10.20
{1,37.66190,0.00,18.100,0,0.6790,6.2020,78.70,1.8629,24,666.0,20.20,18.82,14.52} 10.90
{1,7.36711,0.00,18.100,0,0.6790,6.1930,78.10,1.9356,24,666.0,20.20,96.73,21.52} 11.00
{1,9.33889,0.00,18.100,0,0.6790,6.3800,95.60,1.9682,24,666.0,20.20,60.72,24.08} 9.50
{1,8.49213,0.00,18.100,0,0.5840,6.3480,86.10,2.0527,24,666.0,20.20,83.45,17.64} 14.50
{1,10.06230,0.00,18.100,0,0.5840,6.8330,94.30,2.0882,24,666.0,20.20,81.33,19.69} 14.10
{1,6.44405,0.00,18.100,0,0.5840,6.4250,74.80,2.2004,24,666.0,20.20,97.95,12.03} 16.10
{1,5.58107,0.00,18.100,0,0.7130,6.4360,87.90,2.3158,24,666.0,20.20,100.19,16.22} 14.30
{1,13.91340,0.00,18.100,0,0.7130,6.2080,95.00,2.2222,24,666.0,20.20,100.63,15.17} 11.70
{1,11.16040,0.00,18.100,0,0.7400,6.6290,94.60,2.1247,24,666.0,20.20,109.85,23.27} 13.40
{1,14.42080,0.00,18.100,0,0.7400,6.4610,93.30,2.0026,24,666.0,20.20,27.49,18.05} 9.60
{1,15.17720,0.00,18.100,0,0.7400,6.1520,100.00,1.9142,24,666.0,20.20,9.32,26.45} 8.70
{1,13.67810,0.00,18.100,0,0.7400,5.9350,87.90,1.8206,24,666.0,20.20,68.95,34.02} 8.40
{1,9.39063,0.00,18.100,0,0.7400,5.6270,93.90,1.8172,24,666.0,20.20,396.90,22.88} 12.80
{1,22.05110,0.00,18.100,0,0.7400,5.8180,92.40,1.8662,24,666.0,20.20,391.45,22.11} 10.50
{1,9.72418,0.00,18.100,0,0.7400,6.4060,97.20,2.0651,24,666.0,20.20,385.96,19.52} 17.10
{1,5.66637,0.00,18.100,0,0.7400,6.2190,100.00,2.0048,24,666.0,20.20,395.69,16.59} 18.40
{1,9.96654,0.00,18.100,0,0.7400,6.4850,100.00,1.9784,24,666.0,20.20,386.73,18.85} 15.40
{1,12.80230,0.00,18.100,0,0.7400,5.8540,96.60,1.8956,24,666.0,20.20,240.52,23.79} 10.80
{1,10.67180,0.00,18.100,0,0.7400,6.4590,94.80,1.9879,24,666.0,20.20,43.06,23.98} 11.80
{1,6.28807,0.00,18.100,0,0.7400,6.3410,96.40,2.0720,24,666.0,20.20,318.01,17.79} 14.90
{1,9.92485,0.00,18.100,0,0.7400,6.2510,96.60,2.1980,24,666.0,20.20,388.52,16.44} 12.60
{1,9.32909,0.00,18.100,0,0.7130,6.1850,98.70,2.2616,24,666.0,20.20,396.90,18.13} 14.10
{1,7.52601,0.00,18.100,0,0.7130,6.4170,98.30,2.1850,24,666.0,20.20,304.21,19.31} 13.00
{1,6.71772,0.00,18.100,0,0.7130,6.7490,92.60,2.3236,24,666.0,20.20,0.32,17.44} 13.40
{1,5.44114,0.00,18.100,0,0.7130,6.6550,98.20,2.3552,24,666.0,20.20,355.29,17.73} 15.20
{1,5.09017,0.00,18.100,0,0.7130,6.2970,91.80,2.3682,24,666.0,20.20,385.09,17.27} 16.10
{1,8.24809,0.00,18.100,0,0.7130,7.3930,99.30,2.4527,24,666.0,20.20,375.87,16.74} 17.80
{1,9.51363,0.00,18.100,0,0.7130,6.7280,94.10,2.4961,24,666.0,20.20,6.68,18.71} 14.90
{1,4.75237,0.00,18.100,0,0.7130,6.5250,86.50,2.4358,24,666.0,20.20,50.92,18.13} 14.10
{1,4.66883,0.00,18.100,0,0.7130,5.9760,87.90,2.5806,24,666.0,20.20,10.48,19.01} 12.70
{1,8.20058,0.00,18.100,0,0.7130,5.9360,80.30,2.7792,24,666.0,20.20,3.50,16.94} 13.50
{1,7.75223,0.00,18.100,0,0.7130,6.3010,83.70,2.7831,24,666.0,20.20,272.21,16.23} 14.90
{1,6.80117,0.00,18.100,0,0.7130,6.0810,84.40,2.7175,24,666.0,20.20,396.90,14.70} 20.00
{1,4.81213,0.00,18.100,0,0.7130,6.7010,90.00,2.5975,24,666.0,20.20,255.23,16.42} 16.40
{1,3.69311,0.00,18.100,0,0.7130,6.3760,88.40,2.5671,24,666.0,20.20,391.43,14.65} 17.70
{1,6.65492,0.00,18.100,0,0.7130,6.3170,83.00,2.7344,24,666.0,20.20,396.90,13.99} 19.50
{1,5.82115,0.00,18.100,0,0.7130,6.5130,89.90,2.8016,24,666.0,20.20,393.82,10.29} 20.20
{1,7.83932,0.00,18.100,0,0.6550,6.2090,65.40,2.9634,24,666.0,20.20,396.90,13.22} 21.40
{1,3.16360,0.00,18.100,0,0.6550,5.7590,48.20,3.0665,24,666.0,20.20,334.40,14.13} 19.90
{1,3.77498,0.00,18.100,0,0.6550,5.9520,84.70,2.8715,24,666.0,20.20,22.01,17.15} 19.00
{1,4.42228,0.00,18.100,0,0.5840,6.0030,94.50,2.5403,24,666.0,20.20,331.29,21.32} 19.10
{1,15.57570,0.00,18.100,0,0.5800,5.9260,71.00,2.9084,24,666.0,20.20,368.74,18.13} 19.10
{1,13.07510,0.00,18.100,0,0.5800,5.7130,56.70,2.8237,24,666.0,20.20,396.90,14.76} 20.10
{1,4.34879,0.00,18.100,0,0.5800,6.1670,84.00,3.0334,24,666.0,20.20,396.90,16.29} 19.90
{1,4.03841,0.00,18.100,0,0.5320,6.2290,90.70,3.0993,24,666.0,20.20,395.33,12.87} 19.60
{1,3.56868,0.00,18.100,0,0.5800,6.4370,75.00,2.8965,24,666.0,20.20,393.37,14.36} 23.20
{1,4.64689,0.00,18.100,0,0.6140,6.9800,67.60,2.5329,24,666.0,20.20,374.68,11.66} 29.80
{1,8.05579,0.00,18.100,0,0.5840,5.4270,95.40,2.4298,24,666.0,20.20,352.58,18.14} 13.80
{1,6.39312,0.00,18.100,0,0.5840,6.1620,97.40,2.2060,24,666.0,20.20,302.76,24.10} 13.30
{1,4.87141,0.00,18.100,0,0.6140,6.4840,93.60,2.3053,24,666.0,20.20,396.21,18.68} 16.70
{1,15.02340,0.00,18.100,0,0.6140,5.3040,97.30,2.1007,24,666.0,20.20,349.48,24.91} 12.00
{1,10.23300,0.00,18.100,0,0.6140,6.1850,96.70,2.1705,24,666.0,20.20,379.70,18.03} 14.60
{1,14.33370,0.00,18.100,0,0.6140,6.2290,88.00,1.9512,24,666.0,20.20,383.32,13.11} 21.40
{1,5.82401,0.00,18.100,0,0.5320,6.2420,64.70,3.4242,24,666.0,20.20,396.90,10.74} 23.00
{1,5.70818,0.00,18.100,0,0.5320,6.7500,74.90,3.3317,24,666.0,20.20,393.07,7.74} 23.70
{1,5.73116,0.00,18.100,0,0.5320,7.0610,77.00,3.4106,24,666.0,20.20,395.28,7.01} 25.00
{1,2.81838,0.00,18.100,0,0.5320,5.7620,40.30,4.0983,24,666.0,20.20,392.92,10.42} 21.80
{1,2.37857,0.00,18.100,0,0.5830,5.8710,41.90,3.7240,24,666.0,20.20,370.73,13.34} 20.60
{1,3.67367,0.00,18.100,0,0.5830,6.3120,51.90,3.9917,24,666.0,20.20,388.62,10.58} 21.20
{1,5.69175,0.00,18.100,0,0.5830,6.1140,79.80,3.5459,24,666.0,20.20,392.68,14.98} 19.10
{1,4.83567,0.00,18.100,0,0.5830,5.9050,53.20,3.1523,24,666.0,20.20,388.22,11.45} 20.60
{1,0.15086,0.00,27.740,0,0.6090,5.4540,92.70,1.8209,4,711.0,20.10,395.09,18.06} 15.20
{1,0.18337,0.00,27.740,0,0.6090,5.4140,98.30,1.7554,4,711.0,20.10,344.05,23.97} 7.00
{1,0.20746,0.00,27.740,0,0.6090,5.0930,98.00,1.8226,4,711.0,20.10,318.43,29.68} 8.10
{1,0.10574,0.00,27.740,0,0.6090,5.9830,98.80,1.8681,4,711.0,20.10,390.11,18.07} 13.60
{1,0.11132,0.00,27.740,0,0.6090,5.9830,83.50,2.1099,4,711.0,20.10,396.90,13.35} 20.10
{1,0.17331,0.00,9.690,0,0.5850,5.7070,54.00,2.3817,6,391.0,19.20,396.90,12.01} 21.80
{1,0.27957,0.00,9.690,0,0.5850,5.9260,42.60,2.3817,6,391.0,19.20,396.90,13.59} 24.50
{1,0.17899,0.00,9.690,0,0.5850,5.6700,28.80,2.7986,6,391.0,19.20,393.29,17.60} 23.10
{1,0.28960,0.00,9.690,0,0.5850,5.3900,72.90,2.7986,6,391.0,19.20,396.90,21.14} 19.70
{1,0.26838,0.00,9.690,0,0.5850,5.7940,70.60,2.8927,6,391.0,19.20,396.90,14.10} 18.30
{1,0.23912,0.00,9.690,0,0.5850,6.0190,65.30,2.4091,6,391.0,19.20,396.90,12.92} 21.20
{1,0.17783,0.00,9.690,0,0.5850,5.5690,73.50,2.3999,6,391.0,19.20,395.77,15.10} 17.50
{1,0.22438,0.00,9.690,0,0.5850,6.0270,79.70,2.4982,6,391.0,19.20,396.90,14.33} 16.80
{1,0.06263,0.00,11.930,0,0.5730,6.5930,69.10,2.4786,1,273.0,21.00,391.99,9.67} 22.40
{1,0.04527,0.00,11.930,0,0.5730,6.1200,76.70,2.2875,1,273.0,21.00,396.90,9.08} 20.60
{1,0.06076,0.00,11.930,0,0.5730,6.9760,91.00,2.1675,1,273.0,21.00,396.90,5.64} 23.90
{1,0.10959,0.00,11.930,0,0.5730,6.7940,89.30,2.3889,1,273.0,21.00,393.45,6.48} 22.00
{1,0.04741,0.00,11.930,0,0.5730,6.0300,80.80,2.5050,1,273.0,21.00,396.90,7.88} 11.90
\.
CREATE TABLE log_breast_cancer_wisconsin (x float8[],y boolean);
COPY log_breast_cancer_wisconsin FROM STDIN NULL '?' ;
{1,5,1,1,1,2,1,3,1,1} false
{1,5,4,4,5,7,10,3,2,1} false
{1,3,1,1,1,2,2,3,1,1} false
{1,6,8,8,1,3,4,3,7,1} false
{1,4,1,1,3,2,1,3,1,1} false
{1,8,10,10,8,7,10,9,7,1} true
{1,1,1,1,1,2,10,3,1,1} false
{1,2,1,2,1,2,1,3,1,1} false
{1,2,1,1,1,2,1,1,1,5} false
{1,4,2,1,1,2,1,2,1,1} false
{1,1,1,1,1,1,1,3,1,1} false
{1,2,1,1,1,2,1,2,1,1} false
{1,5,3,3,3,2,3,4,4,1} true
{1,1,1,1,1,2,3,3,1,1} false
{1,8,7,5,10,7,9,5,5,4} true
{1,7,4,6,4,6,1,4,3,1} true
{1,4,1,1,1,2,1,2,1,1} false
{1,4,1,1,1,2,1,3,1,1} false
{1,10,7,7,6,4,10,4,1,2} true
{1,6,1,1,1,2,1,3,1,1} false
{1,7,3,2,10,5,10,5,4,4} true
{1,10,5,5,3,6,7,7,10,1} true
{1,3,1,1,1,2,1,2,1,1} false
{1,1,1,1,1,2,1,3,1,1} false
{1,5,2,3,4,2,7,3,6,1} true
{1,3,2,1,1,1,1,2,1,1} false
{1,5,1,1,1,2,1,2,1,1} false
{1,2,1,1,1,2,1,2,1,1} false
{1,1,1,3,1,2,1,1,1,1} false
{1,3,1,1,1,1,1,2,1,1} false
{1,2,1,1,1,2,1,3,1,1} false
{1,10,7,7,3,8,5,7,4,3} true
{1,2,1,1,2,2,1,3,1,1} false
{1,3,1,2,1,2,1,2,1,1} false
{1,2,1,1,1,2,1,2,1,1} false
{1,10,10,10,8,6,1,8,9,1} true
{1,6,2,1,1,1,1,7,1,1} false
{1,5,4,4,9,2,10,5,6,1} true
{1,2,5,3,3,6,7,7,5,1} true
{1,10,4,3,1,3,3,6,5,2} true
{1,6,10,10,2,8,10,7,3,3} true
{1,5,6,5,6,10,1,3,1,1} true
{1,10,10,10,4,8,1,8,10,1} true
{1,1,1,1,1,2,1,2,1,2} false
{1,3,7,7,4,4,9,4,8,1} true
{1,1,1,1,1,2,1,2,1,1} false
{1,4,1,1,3,2,1,3,1,1} false
{1,7,8,7,2,4,8,3,8,2} true
{1,9,5,8,1,2,3,2,1,5} true
{1,5,3,3,4,2,4,3,4,1} true
{1,10,3,6,2,3,5,4,10,2} true
{1,5,5,5,8,10,8,7,3,7} true
{1,10,5,5,6,8,8,7,1,1} true
{1,10,6,6,3,4,5,3,6,1} true
{1,8,10,10,1,3,6,3,9,1} true
{1,8,2,4,1,5,1,5,4,4} true
{1,5,2,3,1,6,10,5,1,1} true
{1,9,5,5,2,2,2,5,1,1} true
{1,5,3,5,5,3,3,4,10,1} true
{1,1,1,1,1,2,2,2,1,1} false
{1,9,10,10,1,10,8,3,3,1} true
{1,6,3,4,1,5,2,3,9,1} true
{1,1,1,1,1,2,1,2,1,1} false
{1,10,4,2,1,3,2,4,3,10} true
{1,4,1,1,1,2,1,3,1,1} false
{1,5,3,4,1,8,10,4,9,1} true
{1,8,3,8,3,4,9,8,9,8} true
{1,1,1,1,1,2,1,3,2,1} false
{1,5,1,3,1,2,1,2,1,1} false
{1,6,10,2,8,10,2,7,8,10} true
{1,1,3,3,2,2,1,7,2,1} false
{1,9,4,5,10,6,10,4,8,1} true
{1,10,6,4,1,3,4,3,2,3} true
{1,1,1,2,1,2,2,4,2,1} false
{1,1,1,4,1,2,1,2,1,1} false
{1,5,3,1,2,2,1,2,1,1} false
{1,3,1,1,1,2,3,3,1,1} false
{1,2,1,1,1,3,1,2,1,1} false
{1,2,2,2,1,1,1,7,1,1} false
{1,4,1,1,2,2,1,2,1,1} false
{1,5,2,1,1,2,1,3,1,1} false
{1,3,1,1,1,2,2,7,1,1} false
{1,3,5,7,8,8,9,7,10,7} true
{1,5,10,6,1,10,4,4,10,10} true
{1,3,3,6,4,5,8,4,4,1} true
{1,3,6,6,6,5,10,6,8,3} true
{1,4,1,1,1,2,1,3,1,1} false
{1,2,1,1,2,3,1,2,1,1} false
{1,1,1,1,1,2,1,3,1,1} false
{1,3,1,1,2,2,1,1,1,1} false
{1,4,1,1,1,2,1,3,1,1} false
{1,1,1,1,1,2,1,2,1,1} false
{1,2,1,1,1,2,1,3,1,1} false
{1,1,1,1,1,2,1,3,1,1} false
{1,2,1,1,2,2,1,1,1,1} false
{1,5,1,1,1,2,1,3,1,1} false
{1,9,6,9,2,10,6,2,9,10} true
{1,7,5,6,10,5,10,7,9,4} true
{1,10,3,5,1,10,5,3,10,2} true
{1,2,3,4,4,2,5,2,5,1} true
{1,4,1,2,1,2,1,3,1,1} false
{1,8,2,3,1,6,3,7,1,1} true
{1,10,10,10,10,10,1,8,8,8} true
{1,7,3,4,4,3,3,3,2,7} true
{1,10,10,10,8,2,10,4,1,1} true
{1,1,6,8,10,8,10,5,7,1} true
{1,1,1,1,1,2,1,2,3,1} false
{1,6,5,4,4,3,9,7,8,3} true
{1,1,3,1,2,2,2,5,3,2} false
{1,8,6,4,3,5,9,3,1,1} true
{1,10,3,3,10,2,10,7,3,3} true
{1,10,10,10,3,10,8,8,1,1} true
{1,3,3,2,1,2,3,3,1,1} false
{1,1,1,1,1,2,5,1,1,1} false
{1,8,3,3,1,2,2,3,2,1} false
{1,4,5,5,10,4,10,7,5,8} true
{1,1,1,1,1,4,3,1,1,1} false
{1,3,2,1,1,2,2,3,1,1} false
{1,1,1,2,2,2,1,3,1,1} false
{1,4,2,1,1,2,2,3,1,1} false
{1,10,10,10,2,10,10,5,3,3} true
{1,5,3,5,1,8,10,5,3,1} true
{1,5,4,6,7,9,7,8,10,1} true
{1,1,1,1,1,2,1,2,1,1} false
{1,7,5,3,7,4,10,7,5,5} true
{1,3,1,1,1,2,1,3,1,1} false
{1,8,3,5,4,5,10,1,6,2} true
{1,1,1,1,1,10,1,1,1,1} false
{1,5,1,3,1,2,1,2,1,1} false
{1,2,1,1,1,2,1,3,1,1} false
{1,5,10,8,10,8,10,3,6,3} true
{1,3,1,1,1,2,1,2,2,1} false
{1,3,1,1,1,3,1,2,1,1} false
{1,5,1,1,1,2,2,3,3,1} false
{1,4,1,1,1,2,1,2,1,1} false
{1,3,1,1,1,2,1,1,1,1} false
{1,4,1,2,1,2,1,2,1,1} false
{1,3,1,1,1,2,1,1,1,1} false
{1,2,1,1,1,2,1,1,1,1} false
{1,9,5,5,4,4,5,4,3,3} true
{1,1,1,1,1,2,5,1,1,1} false
{1,2,1,1,1,2,1,2,1,1} false
{1,3,4,5,2,6,8,4,1,1} true
{1,1,1,1,1,3,2,2,1,1} false
{1,3,1,1,3,8,1,5,8,1} false
{1,8,8,7,4,10,10,7,8,7} true
{1,1,1,1,1,1,1,3,1,1} false
{1,7,2,4,1,6,10,5,4,3} true
{1,10,10,8,6,4,5,8,10,1} true
{1,4,1,1,1,2,3,1,1,1} false
{1,1,1,1,1,2,1,1,1,1} false
{1,5,5,5,6,3,10,3,1,1} true
{1,1,2,2,1,2,1,2,1,1} false
{1,2,1,1,1,2,1,3,1,1} false
{1,9,9,10,3,6,10,7,10,6} true
{1,10,7,7,4,5,10,5,7,2} true
{1,4,1,1,1,2,1,3,2,1} false
{1,3,1,1,1,2,1,3,1,1} false
{1,1,1,1,2,1,3,1,1,7} false
{1,4,1,1,1,2,2,3,2,1} false
{1,5,6,7,8,8,10,3,10,3} true
{1,10,8,10,10,6,1,3,1,10} true
{1,3,1,1,1,2,1,3,1,1} false
{1,1,1,1,2,1,1,1,1,1} false
{1,3,1,1,1,2,1,1,1,1} false
{1,1,1,1,1,2,1,3,1,1} false
{1,1,1,1,1,2,1,2,1,1} false
{1,6,10,10,10,8,10,10,10,7} true
{1,8,6,5,4,3,10,6,1,1} true
{1,5,8,7,7,10,10,5,7,1} true
{1,2,1,1,1,2,1,3,1,1} false
{1,5,10,10,3,8,1,5,10,3} true
{1,4,1,1,1,2,1,3,1,1} false
{1,5,3,3,3,6,10,3,1,1} true
{1,1,1,1,1,1,1,3,1,1} false
{1,1,1,1,1,2,1,1,1,1} false
{1,6,1,1,1,2,1,3,1,1} false
{1,5,8,8,8,5,10,7,8,1} true
{1,8,7,6,4,4,10,5,1,1} true
{1,2,1,1,1,1,1,3,1,1} false
{1,1,5,8,6,5,8,7,10,1} true
{1,10,5,6,10,6,10,7,7,10} true
{1,5,8,4,10,5,8,9,10,1} true
{1,1,2,3,1,2,1,3,1,1} false
{1,10,10,10,8,6,8,7,10,1} true
{1,7,5,10,10,10,10,4,10,3} true
{1,5,1,1,1,2,1,2,1,1} false
{1,1,1,1,1,2,1,3,1,1} false
{1,3,1,1,1,2,1,3,1,1} false
{1,4,1,1,1,2,1,3,1,1} false
{1,8,4,4,5,4,7,7,8,2} false
{1,5,1,1,4,2,1,3,1,1} false
{1,1,1,1,1,2,1,1,1,1} false
{1,3,1,1,1,2,1,2,1,1} false
{1,9,7,7,5,5,10,7,8,3} true
{1,10,8,8,4,10,10,8,1,1} true
{1,1,1,1,1,2,1,3,1,1} false
{1,5,1,1,1,2,1,3,1,1} false
{1,1,1,1,1,2,1,3,1,1} false
{1,5,10,10,9,6,10,7,10,5} true
{1,10,10,9,3,7,5,3,5,1} true
{1,1,1,1,1,1,1,3,1,1} false
{1,1,1,1,1,1,1,3,1,1} false
{1,5,1,1,1,1,1,3,1,1} false
{1,8,10,10,10,5,10,8,10,6} true
{1,8,10,8,8,4,8,7,7,1} true
{1,1,1,1,1,2,1,3,1,1} false
{1,10,10,10,10,7,10,7,10,4} true
{1,10,10,10,10,3,10,10,6,1} true
{1,8,7,8,7,5,5,5,10,2} true
{1,1,1,1,1,2,1,2,1,1} false
{1,1,1,1,1,2,1,3,1,1} false
{1,6,10,7,7,6,4,8,10,2} true
{1,6,1,3,1,2,1,3,1,1} false
{1,1,1,1,2,2,1,3,1,1} false
{1,10,6,4,3,10,10,9,10,1} true
{1,4,1,1,3,1,5,2,1,1} true
{1,7,5,6,3,3,8,7,4,1} true
{1,10,5,5,6,3,10,7,9,2} true
{1,1,1,1,1,2,1,2,1,1} false
{1,10,5,7,4,4,10,8,9,1} true
{1,8,9,9,5,3,5,7,7,1} true
{1,1,1,1,1,1,1,3,1,1} false
{1,10,10,10,3,10,10,9,10,1} true
{1,7,4,7,4,3,7,7,6,1} true
{1,6,8,7,5,6,8,8,9,2} true
{1,8,4,6,3,3,1,4,3,1} false
{1,10,4,5,5,5,10,4,1,1} true
{1,3,3,2,1,3,1,3,6,1} false
{1,10,8,8,2,8,10,4,8,10} true
{1,9,8,8,5,6,2,4,10,4} true
{1,8,10,10,8,6,9,3,10,10} true
{1,10,4,3,2,3,10,5,3,2} true
{1,5,1,3,3,2,2,2,3,1} false
{1,3,1,1,3,1,1,3,1,1} false
{1,2,1,1,1,2,1,3,1,1} false
{1,1,1,1,1,2,5,5,1,1} false
{1,1,1,1,1,2,1,3,1,1} false
{1,5,1,1,2,2,2,3,1,1} false
{1,8,10,10,8,5,10,7,8,1} true
{1,8,4,4,1,2,9,3,3,1} true
{1,4,1,1,1,2,1,3,6,1} false
{1,1,2,2,1,2,1,1,1,1} false
{1,10,4,4,10,2,10,5,3,3} true
{1,6,3,3,5,3,10,3,5,3} false
{1,6,10,10,2,8,10,7,3,3} true
{1,9,10,10,1,10,8,3,3,1} true
{1,5,6,6,2,4,10,3,6,1} true
{1,3,1,1,1,2,1,1,1,1} false
{1,3,1,1,1,2,1,2,1,1} false
{1,3,1,1,1,2,1,3,1,1} false
{1,5,7,7,1,5,8,3,4,1} false
{1,10,5,8,10,3,10,5,1,3} true
{1,5,10,10,6,10,10,10,6,5} true
{1,8,8,9,4,5,10,7,8,1} true
{1,10,4,4,10,6,10,5,5,1} true
{1,7,9,4,10,10,3,5,3,3} true
{1,5,1,4,1,2,1,3,2,1} false
{1,10,10,6,3,3,10,4,3,2} true
{1,3,3,5,2,3,10,7,1,1} true
{1,10,8,8,2,3,4,8,7,8} true
{1,1,1,1,1,2,1,3,1,1} false
{1,8,4,7,1,3,10,3,9,2} true
{1,5,1,1,1,2,1,3,1,1} false
{1,3,3,5,2,3,10,7,1,1} true
{1,7,2,4,1,3,4,3,3,1} true
{1,3,1,1,1,2,1,3,2,1} false
{1,3,1,1,1,2,1,2,1,1} false
{1,1,1,1,1,2,1,2,1,1} false
{1,1,1,1,1,2,1,3,1,1} false
{1,10,5,7,3,3,7,3,3,8} true
{1,3,1,1,1,2,1,3,1,1} false
{1,2,1,1,2,2,1,3,1,1} false
{1,1,4,3,10,4,10,5,6,1} true
{1,10,4,6,1,2,10,5,3,1} true
{1,7,4,5,10,2,10,3,8,2} true
{1,8,10,10,10,8,10,10,7,3} true
{1,10,10,10,10,10,10,4,10,10} true
{1,3,1,1,1,3,1,2,1,1} false
{1,6,1,3,1,4,5,5,10,1} true
{1,5,6,6,8,6,10,4,10,4} true
{1,1,1,1,1,2,1,1,1,1} false
{1,1,1,1,1,2,1,3,1,1} false
{1,10,4,4,6,2,10,2,3,1} true
{1,5,5,7,8,6,10,7,4,1} true
{1,5,3,4,3,4,5,4,7,1} false
{1,8,2,1,1,5,1,1,1,1} false
{1,9,1,2,6,4,10,7,7,2} true
{1,8,4,10,5,4,4,7,10,1} true
{1,1,1,1,1,2,1,3,1,1} false
{1,10,10,10,7,9,10,7,10,10} true
{1,1,1,1,1,2,1,3,1,1} false
{1,8,3,4,9,3,10,3,3,1} true
{1,10,8,4,4,4,10,3,10,4} true
{1,1,1,1,1,2,1,3,1,1} false
{1,1,1,1,1,2,1,3,1,1} false
{1,7,8,7,6,4,3,8,8,4} true
{1,3,1,1,1,2,5,5,1,1} false
{1,2,1,1,1,3,1,2,1,1} false
{1,1,1,1,1,2,1,1,1,1} false
{1,8,6,4,10,10,1,3,5,1} true
{1,1,1,1,1,2,1,1,1,1} false
{1,1,1,1,1,1,1,2,1,1} false
{1,5,5,5,2,5,10,4,3,1} true
{1,6,8,7,8,6,8,8,9,1} true
{1,1,1,1,1,5,1,3,1,1} false
{1,4,4,4,4,6,5,7,3,1} false
{1,7,6,3,2,5,10,7,4,6} true
{1,3,1,1,1,2,1,3,1,1} false
{1,5,4,6,10,2,10,4,1,1} true
{1,1,1,1,1,2,1,3,1,1} false
{1,3,2,2,1,2,1,2,3,1} false
{1,10,1,1,1,2,10,5,4,1} true
{1,1,1,1,1,2,1,2,1,1} false
{1,8,10,3,2,6,4,3,10,1} true
{1,10,4,6,4,5,10,7,1,1} true
{1,10,4,7,2,2,8,6,1,1} true
{1,5,1,1,1,2,1,3,1,2} false
{1,5,2,2,2,2,1,2,2,1} false
{1,5,4,6,6,4,10,4,3,1} true
{1,8,6,7,3,3,10,3,4,2} true
{1,1,1,1,1,2,1,1,1,1} false
{1,6,5,5,8,4,10,3,4,1} true
{1,1,1,1,1,2,1,3,1,1} false
{1,1,1,1,1,1,1,2,1,1} false
{1,8,5,5,5,2,10,4,3,1} true
{1,10,3,3,1,2,10,7,6,1} true
{1,1,1,1,1,2,1,3,1,1} false
{1,2,1,1,1,2,1,1,1,1} false
{1,1,1,1,1,2,1,1,1,1} false
{1,7,6,4,8,10,10,9,5,3} true
{1,1,1,1,1,2,1,1,1,1} false
{1,5,2,2,2,3,1,1,3,1} false
{1,1,1,1,1,1,1,1,3,1} false
{1,3,4,4,10,5,1,3,3,1} true
{1,4,2,3,5,3,8,7,6,1} true
{1,5,1,1,3,2,1,1,1,1} false
{1,2,1,1,1,2,1,3,1,1} false
{1,3,4,5,3,7,3,4,6,1} false
{1,2,7,10,10,7,10,4,9,4} true
{1,1,1,1,1,2,1,2,1,1} false
{1,4,1,1,1,3,1,2,2,1} false
{1,5,3,3,1,3,3,3,3,3} true
{1,8,10,10,7,10,10,7,3,8} true
{1,8,10,5,3,8,4,4,10,3} true
{1,10,3,5,4,3,7,3,5,3} true
{1,6,10,10,10,10,10,8,10,10} true
{1,3,10,3,10,6,10,5,1,4} true
{1,3,2,2,1,4,3,2,1,1} false
{1,4,4,4,2,2,3,2,1,1} false
{1,2,1,1,1,2,1,3,1,1} false
{1,2,1,1,1,2,1,2,1,1} false
{1,6,10,10,10,8,10,7,10,7} true
{1,5,8,8,10,5,10,8,10,3} true
{1,1,1,3,1,2,1,1,1,1} false
{1,1,1,3,1,1,1,2,1,1} false
{1,4,3,2,1,3,1,2,1,1} false
{1,1,1,3,1,2,1,1,1,1} false
{1,4,1,2,1,2,1,2,1,1} false
{1,5,1,1,2,2,1,2,1,1} false
{1,3,1,2,1,2,1,2,1,1} false
{1,1,1,1,1,2,1,1,1,1} false
{1,1,1,1,1,2,1,2,1,1} false
{1,1,1,1,1,1,1,2,1,1} false
{1,3,1,1,4,3,1,2,2,1} false
{1,5,3,4,1,4,1,3,1,1} false
{1,1,1,1,1,2,1,1,1,1} false
{1,10,6,3,6,4,10,7,8,4} true
{1,3,2,2,2,2,1,3,2,1} false
{1,2,1,1,1,2,1,1,1,1} false
{1,2,1,1,1,2,1,1,1,1} false
{1,3,3,2,2,3,1,1,2,3} false
{1,7,6,6,3,2,10,7,1,1} true
{1,5,3,3,2,3,1,3,1,1} false
{1,2,1,1,1,2,1,2,2,1} false
{1,5,1,1,1,3,2,2,2,1} false
{1,1,1,1,2,2,1,2,1,1} false
{1,10,8,7,4,3,10,7,9,1} true
{1,3,1,1,1,2,1,2,1,1} false
{1,1,1,1,1,1,1,1,1,1} false
{1,1,2,3,1,2,1,2,1,1} false
{1,3,1,1,1,2,1,2,1,1} false
{1,3,1,1,1,2,1,3,1,1} false
{1,4,1,1,1,2,1,1,1,1} false
{1,3,2,1,1,2,1,2,2,1} false
{1,1,2,3,1,2,1,1,1,1} false
{1,3,10,8,7,6,9,9,3,8} true
{1,3,1,1,1,2,1,1,1,1} false
{1,5,3,3,1,2,1,2,1,1} false
{1,3,1,1,1,2,4,1,1,1} false
{1,1,2,1,3,2,1,1,2,1} false
{1,1,1,1,1,2,1,2,1,1} false
{1,4,2,2,1,2,1,2,1,1} false
{1,1,1,1,1,2,1,2,1,1} false
{1,2,3,2,2,2,2,3,1,1} false
{1,3,1,2,1,2,1,2,1,1} false
{1,1,1,1,1,2,1,2,1,1} false
{1,10,10,10,6,8,4,8,5,1} true
{1,5,1,2,1,2,1,3,1,1} false
{1,8,5,6,2,3,10,6,6,1} true
{1,3,3,2,6,3,3,3,5,1} false
{1,8,7,8,5,10,10,7,2,1} true
{1,1,1,1,1,2,1,2,1,1} false
{1,5,2,2,2,2,2,3,2,2} false
{1,2,3,1,1,5,1,1,1,1} false
{1,3,2,2,3,2,3,3,1,1} false
{1,10,10,10,7,10,10,8,2,1} true
{1,4,3,3,1,2,1,3,3,1} false
{1,5,1,3,1,2,1,2,1,1} false
{1,3,1,1,1,2,1,1,1,1} false
{1,9,10,10,10,10,10,10,10,1} true
{1,5,3,6,1,2,1,1,1,1} false
{1,8,7,8,2,4,2,5,10,1} true
{1,1,1,1,1,2,1,2,1,1} false
{1,2,1,1,1,2,1,2,1,1} false
{1,1,3,1,1,2,1,2,2,1} false
{1,5,1,1,3,4,1,3,2,1} false
{1,5,1,1,1,2,1,2,2,1} false
{1,3,2,2,3,2,1,1,1,1} false
{1,6,9,7,5,5,8,4,2,1} false
{1,10,8,10,1,3,10,5,1,1} true
{1,10,10,10,1,6,1,2,8,1} true
{1,4,1,1,1,2,1,1,1,1} false
{1,4,1,3,3,2,1,1,1,1} false
{1,5,1,1,1,2,1,1,1,1} false
{1,10,4,3,10,4,10,10,1,1} true
{1,5,2,2,4,2,4,1,1,1} false
{1,1,1,1,3,2,3,1,1,1} false
{1,1,1,1,1,2,2,1,1,1} false
{1,5,1,1,6,3,1,2,1,1} false
{1,2,1,1,1,2,1,1,1,1} false
{1,1,1,1,1,2,1,1,1,1} false
{1,5,1,1,1,2,1,1,1,1} false
{1,1,1,1,1,1,1,1,1,1} false
{1,5,7,9,8,6,10,8,10,1} true
{1,4,1,1,3,1,1,2,1,1} false
{1,5,1,1,1,2,1,1,1,1} false
{1,3,1,1,3,2,1,1,1,1} false
{1,4,5,5,8,6,10,10,7,1} true
{1,2,3,1,1,3,1,1,1,1} false
{1,10,2,2,1,2,6,1,1,2} true
{1,10,6,5,8,5,10,8,6,1} true
{1,8,8,9,6,6,3,10,10,1} true
{1,5,1,2,1,2,1,1,1,1} false
{1,5,1,3,1,2,1,1,1,1} false
{1,5,1,1,3,2,1,1,1,1} false
{1,3,1,1,1,2,5,1,1,1} false
{1,6,1,1,3,2,1,1,1,1} false
{1,4,1,1,1,2,1,1,2,1} false
{1,4,1,1,1,2,1,1,1,1} false
{1,10,9,8,7,6,4,7,10,3} true
{1,10,6,6,2,4,10,9,7,1} true
{1,6,6,6,5,4,10,7,6,2} true
{1,4,1,1,1,2,1,1,1,1} false
{1,1,1,2,1,2,1,2,1,1} false
{1,3,1,1,1,1,1,2,1,1} false
{1,6,1,1,3,2,1,1,1,1} false
{1,6,1,1,1,1,1,1,1,1} false
{1,4,1,1,1,2,1,1,1,1} false
{1,5,1,1,1,2,1,1,1,1} false
{1,3,1,1,1,2,1,1,1,1} false
{1,4,1,2,1,2,1,1,1,1} false
{1,4,1,1,1,2,1,1,1,1} false
{1,5,2,1,1,2,1,1,1,1} false
{1,4,8,7,10,4,10,7,5,1} true
{1,5,1,1,1,1,1,1,1,1} false
{1,5,3,2,4,2,1,1,1,1} false
{1,9,10,10,10,10,5,10,10,10} true
{1,8,7,8,5,5,10,9,10,1} true
{1,5,1,2,1,2,1,1,1,1} false
{1,1,1,1,3,1,3,1,1,1} false
{1,3,1,1,1,1,1,2,1,1} false
{1,10,10,10,10,6,10,8,1,5} true
{1,3,6,4,10,3,3,3,4,1} true
{1,6,3,2,1,3,4,4,1,1} true
{1,1,1,1,1,2,1,1,1,1} false
{1,5,8,9,4,3,10,7,1,1} true
{1,4,1,1,1,1,1,2,1,1} false
{1,5,10,10,10,6,10,6,5,2} true
{1,5,1,2,10,4,5,2,1,1} false
{1,3,1,1,1,1,1,2,1,1} false
{1,1,1,1,1,1,1,1,1,1} false
{1,4,2,1,1,2,1,1,1,1} false
{1,4,1,1,1,2,1,2,1,1} false
{1,4,1,1,1,2,1,2,1,1} false
{1,6,1,1,1,2,1,3,1,1} false
{1,4,1,1,1,2,1,2,1,1} false
{1,4,1,1,2,2,1,2,1,1} false
{1,4,1,1,1,2,1,3,1,1} false
{1,1,1,1,1,2,1,1,1,1} false
{1,3,3,1,1,2,1,1,1,1} false
{1,8,10,10,10,7,5,4,8,7} true
{1,1,1,1,1,2,4,1,1,1} false
{1,5,1,1,1,2,1,1,1,1} false
{1,2,1,1,1,2,1,1,1,1} false
{1,1,1,1,1,2,1,1,1,1} false
{1,5,1,1,1,2,1,2,1,1} false
{1,5,1,1,1,2,1,1,1,1} false
{1,3,1,1,1,1,1,2,1,1} false
{1,6,6,7,10,3,10,8,10,2} true
{1,4,10,4,7,3,10,9,10,1} true
{1,1,1,1,1,1,1,1,1,1} false
{1,1,1,1,1,1,1,2,1,1} false
{1,3,1,2,2,2,1,1,1,1} false
{1,4,7,8,3,4,10,9,1,1} true
{1,1,1,1,1,3,1,1,1,1} false
{1,4,1,1,1,3,1,1,1,1} false
{1,10,4,5,4,3,5,7,3,1} true
{1,7,5,6,10,4,10,5,3,1} true
{1,3,1,1,1,2,1,2,1,1} false
{1,3,1,1,2,2,1,1,1,1} false
{1,4,1,1,1,2,1,1,1,1} false
{1,4,1,1,1,2,1,3,1,1} false
{1,6,1,3,2,2,1,1,1,1} false
{1,4,1,1,1,1,1,2,1,1} false
{1,7,4,4,3,4,10,6,9,1} true
{1,4,2,2,1,2,1,2,1,1} false
{1,1,1,1,1,1,1,3,1,1} false
{1,3,1,1,1,2,1,2,1,1} false
{1,2,1,1,1,2,1,2,1,1} false
{1,1,1,3,2,2,1,3,1,1} false
{1,5,1,1,1,2,1,3,1,1} false
{1,5,1,2,1,2,1,3,1,1} false
{1,4,1,1,1,2,1,2,1,1} false
{1,6,1,1,1,2,1,2,1,1} false
{1,5,1,1,1,2,2,2,1,1} false
{1,3,1,1,1,2,1,1,1,1} false
{1,5,3,1,1,2,1,1,1,1} false
{1,4,1,1,1,2,1,2,1,1} false
{1,2,1,3,2,2,1,2,1,1} false
{1,5,1,1,1,2,1,2,1,1} false
{1,6,10,10,10,4,10,7,10,1} true
{1,2,1,1,1,1,1,1,1,1} false
{1,3,1,1,1,1,1,1,1,1} false
{1,7,8,3,7,4,5,7,8,2} true
{1,3,1,1,1,2,1,2,1,1} false
{1,1,1,1,1,2,1,3,1,1} false
{1,3,2,2,2,2,1,4,2,1} false
{1,4,4,2,1,2,5,2,1,2} false
{1,3,1,1,1,2,1,1,1,1} false
{1,4,3,1,1,2,1,4,8,1} false
{1,5,2,2,2,1,1,2,1,1} false
{1,5,1,1,3,2,1,1,1,1} false
{1,2,1,1,1,2,1,2,1,1} false
{1,5,1,1,1,2,1,2,1,1} false
{1,5,1,1,1,2,1,3,1,1} false
{1,5,1,1,1,2,1,3,1,1} false
{1,1,1,1,1,2,1,3,1,1} false
{1,3,1,1,1,2,1,2,1,1} false
{1,4,1,1,1,2,1,3,2,1} false
{1,5,7,10,10,5,10,10,10,1} true
{1,3,1,2,1,2,1,3,1,1} false
{1,4,1,1,1,2,3,2,1,1} false
{1,8,4,4,1,6,10,2,5,2} true
{1,10,10,8,10,6,5,10,3,1} true
{1,8,10,4,4,8,10,8,2,1} true
{1,7,6,10,5,3,10,9,10,2} true
{1,3,1,1,1,2,1,2,1,1} false
{1,1,1,1,1,2,1,2,1,1} false
{1,10,9,7,3,4,2,7,7,1} true
{1,5,1,2,1,2,1,3,1,1} false
{1,5,1,1,1,2,1,2,1,1} false
{1,1,1,1,1,2,1,2,1,1} false
{1,1,1,1,1,2,1,2,1,1} false
{1,1,1,1,1,2,1,3,1,1} false
{1,5,1,2,1,2,1,2,1,1} false
{1,5,7,10,6,5,10,7,5,1} true
{1,6,10,5,5,4,10,6,10,1} true
{1,3,1,1,1,2,1,1,1,1} false
{1,5,1,1,6,3,1,1,1,1} false
{1,1,1,1,1,2,1,1,1,1} false
{1,8,10,10,10,6,10,10,10,1} true
{1,5,1,1,1,2,1,2,2,1} false
{1,9,8,8,9,6,3,4,1,1} true
{1,5,1,1,1,2,1,1,1,1} false
{1,4,10,8,5,4,1,10,1,1} true
{1,2,5,7,6,4,10,7,6,1} true
{1,10,3,4,5,3,10,4,1,1} true
{1,5,1,2,1,2,1,1,1,1} false
{1,4,8,6,3,4,10,7,1,1} true
{1,5,1,1,1,2,1,2,1,1} false
{1,4,1,2,1,2,1,2,1,1} false
{1,5,1,3,1,2,1,3,1,1} false
{1,3,1,1,1,2,1,2,1,1} false
{1,5,2,4,1,1,1,1,1,1} false
{1,3,1,1,1,2,1,2,1,1} false
{1,1,1,1,1,1,1,2,1,1} false
{1,4,1,1,1,2,1,2,1,1} false
{1,5,4,6,8,4,1,8,10,1} true
{1,5,3,2,8,5,10,8,1,2} true
{1,10,5,10,3,5,8,7,8,3} true
{1,4,1,1,2,2,1,1,1,1} false
{1,1,1,1,1,2,1,1,1,1} false
{1,5,10,10,10,10,10,10,1,1} true
{1,5,1,1,1,2,1,1,1,1} false
{1,10,4,3,10,3,10,7,1,2} true
{1,5,10,10,10,5,2,8,5,1} true
{1,8,10,10,10,6,10,10,10,10} true
{1,2,3,1,1,2,1,2,1,1} false
{1,2,1,1,1,1,1,2,1,1} false
{1,4,1,3,1,2,1,2,1,1} false
{1,3,1,1,1,2,1,2,1,1} false
{1,4,1,1,1,2,1,2,1,1} false
{1,5,1,1,1,2,1,2,1,1} false
{1,3,1,1,1,2,1,2,1,1} false
{1,6,3,3,3,3,2,6,1,1} false
{1,7,1,2,3,2,1,2,1,1} false
{1,1,1,1,1,2,1,1,1,1} false
{1,5,1,1,2,1,1,2,1,1} false
{1,3,1,3,1,3,4,1,1,1} false
{1,4,6,6,5,7,6,7,7,3} true
{1,2,1,1,1,2,5,1,1,1} false
{1,2,1,1,1,2,1,1,1,1} false
{1,4,1,1,1,2,1,1,1,1} false
{1,6,2,3,1,2,1,1,1,1} false
{1,5,1,1,1,2,1,2,1,1} false
{1,1,1,1,1,2,1,1,1,1} false
{1,8,7,4,4,5,3,5,10,1} true
{1,3,1,1,1,2,1,1,1,1} false
{1,3,1,4,1,2,1,1,1,1} false
{1,10,10,7,8,7,1,10,10,3} true
{1,4,2,4,3,2,2,2,1,1} false
{1,4,1,1,1,2,1,1,1,1} false
{1,5,1,1,3,2,1,1,1,1} false
{1,4,1,1,3,2,1,1,1,1} false
{1,3,1,1,1,2,1,2,1,1} false
{1,3,1,1,1,2,1,2,1,1} false
{1,1,1,1,1,2,1,1,1,1} false
{1,2,1,1,1,2,1,1,1,1} false
{1,3,1,1,1,2,1,2,1,1} false
{1,1,2,2,1,2,1,1,1,1} false
{1,1,1,1,3,2,1,1,1,1} false
{1,5,10,10,10,10,2,10,10,10} true
{1,3,1,1,1,2,1,2,1,1} false
{1,3,1,1,2,3,4,1,1,1} false
{1,1,2,1,3,2,1,2,1,1} false
{1,5,1,1,1,2,1,2,2,1} false
{1,4,1,1,1,2,1,2,1,1} false
{1,3,1,1,1,2,1,3,1,1} false
{1,3,1,1,1,2,1,2,1,1} false
{1,5,1,1,1,2,1,2,1,1} false
{1,5,4,5,1,8,1,3,6,1} false
{1,7,8,8,7,3,10,7,2,3} true
{1,1,1,1,1,2,1,1,1,1} false
{1,1,1,1,1,2,1,2,1,1} false
{1,4,1,1,1,2,1,3,1,1} false
{1,1,1,3,1,2,1,2,1,1} false
{1,1,1,3,1,2,1,2,1,1} false
{1,3,1,1,3,2,1,2,1,1} false
{1,1,1,1,1,2,1,1,1,1} false
{1,5,2,2,2,2,1,1,1,2} false
{1,3,1,1,1,2,1,3,1,1} false
{1,5,7,4,1,6,1,7,10,3} true
{1,5,10,10,8,5,5,7,10,1} true
{1,3,10,7,8,5,8,7,4,1} true
{1,3,2,1,2,2,1,3,1,1} false
{1,2,1,1,1,2,1,3,1,1} false
{1,5,3,2,1,3,1,1,1,1} false
{1,1,1,1,1,2,1,2,1,1} false
{1,4,1,4,1,2,1,1,1,1} false
{1,1,1,2,1,2,1,2,1,1} false
{1,5,1,1,1,2,1,1,1,1} false
{1,1,1,1,1,2,1,1,1,1} false
{1,2,1,1,1,2,1,1,1,1} false
{1,10,10,10,10,5,10,10,10,7} true
{1,5,10,10,10,4,10,5,6,3} true
{1,5,1,1,1,2,1,3,2,1} false
{1,1,1,1,1,2,1,1,1,1} false
{1,1,1,1,1,2,1,1,1,1} false
{1,1,1,1,1,2,1,1,1,1} false
{1,1,1,1,1,2,1,1,1,1} false
{1,3,1,1,1,2,1,2,3,1} false
{1,4,1,1,1,2,1,1,1,1} false
{1,1,1,1,1,2,1,1,1,8} false
{1,1,1,1,3,2,1,1,1,1} false
{1,5,10,10,5,4,5,4,4,1} true
{1,3,1,1,1,2,1,1,1,1} false
{1,3,1,1,1,2,1,2,1,2} false
{1,3,1,1,1,3,2,1,1,1} false
{1,2,1,1,1,2,1,1,1,1} false
{1,5,10,10,3,7,3,8,10,2} true
{1,4,8,6,4,3,4,10,6,1} true
{1,4,8,8,5,4,5,10,4,1} true
\.
------------------------------------------------------------------------
create table cvtest1 (val double precision[], dep double precision);
insert into cvtest1 values
('{0.193267057302356,0.192981948405706}'::DOUBLE PRECISION[],2.56594066860174),
('{-0.17171535003917,-0.164557270376081}'::DOUBLE PRECISION[],3.65020406764003),
('{-1.23569981525363,-1.22578645484853}'::DOUBLE PRECISION[],2.59929318141665),
('{-2.46197158338346,-2.44436198485027}'::DOUBLE PRECISION[],-0.625162363208786),
('{0.334879319873701,0.344741822473557}'::DOUBLE PRECISION[],2.94839526039547),
('{-0.609159190859573,-0.608357708058468}'::DOUBLE PRECISION[],2.07596128411758),
('{1.83290320785012,1.83501284601366}'::DOUBLE PRECISION[],5.21700367751786),
('{0.365909052214383,0.36543882759006}'::DOUBLE PRECISION[],2.181242075964),
('{-0.0249469576857958,-0.0199956474838976}'::DOUBLE PRECISION[],2.74143568302009),
('{0.630104715348257,0.621790126546521}'::DOUBLE PRECISION[],3.27865742784096),
('{-2.08241893717537,-2.08085543540898}'::DOUBLE PRECISION[],-1.87121602942374),
('{-1.41950236743652,-1.41565422617529}'::DOUBLE PRECISION[],0.67734855486387),
('{0.232645377902583,0.238418666368444}'::DOUBLE PRECISION[],4.0445744604775),
('{-0.0109825661445307,-0.0117080610558929}'::DOUBLE PRECISION[],2.42479054994826),
('{1.63453194674629,1.64408321326902}'::DOUBLE PRECISION[],5.5432392349232),
('{-1.0297166716178,-1.03137840519461}'::DOUBLE PRECISION[],1.420105931259),
('{0.523061224330469,0.528820930045801}'::DOUBLE PRECISION[],3.47852743499492),
('{0.0153751357289507,0.00883628599658553}'::DOUBLE PRECISION[],2.4072179664006),
('{0.167003244871624,0.150024935573413}'::DOUBLE PRECISION[],1.16430748252127),
('{0.616660803279844,0.607630803977977}'::DOUBLE PRECISION[],6.07117554406169),
('{0.0627534692521527,0.0576608426242054}'::DOUBLE PRECISION[],3.49021011861273),
('{0.764936912683798,0.773073448400899}'::DOUBLE PRECISION[],5.92036230890187),
('{-0.152777019331115,-0.138306347888119}'::DOUBLE PRECISION[],3.68781064860887),
('{-0.0443825110915041,-0.0523163541573306}'::DOUBLE PRECISION[],2.75381289521263),
('{-0.772836254153071,-0.76350064254251}'::DOUBLE PRECISION[],1.48031776089616),
('{1.36061632566895,1.35219922691695}'::DOUBLE PRECISION[],5.94235084894906),
('{-1.5400884015334,-1.54795035057537}'::DOUBLE PRECISION[],-1.36464188869536),
('{1.74340031807996,1.74441411062626}'::DOUBLE PRECISION[],6.24241855926976),
('{-0.219024709697608,-0.217183901919671}'::DOUBLE PRECISION[],2.86064775267461),
('{0.944022335994741,0.947682485579478}'::DOUBLE PRECISION[],6.18749326094099),
('{0.177147009070609,0.175844116735576}'::DOUBLE PRECISION[],4.75425456026773),
('{0.831734883139507,0.831284775658187}'::DOUBLE PRECISION[],4.58570546917648),
('{-0.378409870456226,-0.372485078948468}'::DOUBLE PRECISION[],0.932753701799814),
('{-0.085168119944625,-0.0796509984347373}'::DOUBLE PRECISION[],4.61448425225607),
('{-0.733272238161691,-0.742592685537029}'::DOUBLE PRECISION[],1.2210267287791),
('{0.0833060619469952,0.0846403994929123}'::DOUBLE PRECISION[],1.91917829739883),
('{0.865116654960407,0.861557553757444}'::DOUBLE PRECISION[],6.87413337107766),
('{1.81914068241696,1.81945535529217}'::DOUBLE PRECISION[],7.34868882031843),
('{-0.738740910343235,-0.736790533248806}'::DOUBLE PRECISION[],2.71480759489156),
('{-0.134910075174173,-0.135564161620682}'::DOUBLE PRECISION[],4.15351076480897),
('{-2.09457538643563,-2.08568025493611}'::DOUBLE PRECISION[],-1.24658289340345),
('{-0.612416974027059,-0.624098111086817}'::DOUBLE PRECISION[],1.17505948527633),
('{0.213596921544821,0.202783062031042}'::DOUBLE PRECISION[],1.23352082610806),
('{-1.22098417157359,-1.22120979036526}'::DOUBLE PRECISION[],0.660947865007035),
('{-1.86157750855204,-1.87266046301513}'::DOUBLE PRECISION[],-0.396160055782494),
('{-0.904363543668918,-0.901849579016782}'::DOUBLE PRECISION[],0.581926319333763),
('{0.0660467156858746,0.0749062271790943}'::DOUBLE PRECISION[],3.44424975020505),
('{-0.491238759303344,-0.503025497328641}'::DOUBLE PRECISION[],2.45961774510918),
('{-0.323831160810529,-0.310041684361776}'::DOUBLE PRECISION[],-0.163803866434659),
('{0.55329272119565,0.552775712287726}'::DOUBLE PRECISION[],3.87704750098335);
create function check_cv0()
returns void as $$
--declare
-- minv double precision;
--maxv double precision;
begin
execute 'drop table if exists cv_linregr_result';
perform cross_validation_general(
-- Training function
'cv_linregr_train',
ARRAY['%data%', '"X"', '"Y"', '%model%']::varchar[],
'{varchar, varchar, varchar, varchar}'::varchar[],
--
-- No free parameter to scan
NULL::varchar,
NULL,
--
-- Prediction function
'cv_linregr_predict',
ARRAY['%model%', '%data%', '"X"', '%id%', '%prediction%']::varchar[],
'{varchar, varchar, varchar, varchar, varchar}'::varchar[],
--
-- Error measuring function
'mse_error',
ARRAY['%prediction%', '%data%', '%id%', '"Y"', '%error%']::varchar[],
'{varchar, varchar, varchar, varchar, varchar}'::varchar[],
--
'"Lin_housing_wi"', -- Data set
NULL, -- No unique ID associated with rows
False, -- If there is a unique ID, is it random?
--
'cv_linregr_result', -- Result
ARRAY['"X"', '"Y"']::varchar[], -- Data columns
10 -- CV fold
);
--execute 'select min(mean_squared_error_avg) from valid_rst_tbl_new' into minv;
--execute 'select max(mean_squared_error_avg) from valid_rst_tbl_new' into maxv;
--raise notice '************ min is %', minv;
--raise notice '************ max is %', maxv;
perform assert(relative_error(mean_squared_error_avg, 23.6) < 0.3,
'CV result: error mismatch!'
) from cv_linregr_result;
-- execute 'drop table if exists cv_logregr_result';
-- execute 'select cross_validation_general(
-- -- Training function
-- ''cv_logregr_train'',
-- ''{%data%, x, y, %model%, 100, cg, 1e-8}''::varchar[],
-- ''{varchar, varchar, varchar, varchar, integer, varchar, double precision}''::varchar[],
-- --
-- -- No free parameter to scan
-- NULL::varchar, -- Name
-- NULL, -- Values
-- --
-- -- Prediction function
-- ''cv_logregr_predict'',
-- ''{%model%, %data%, x, %id%, %prediction%}''::varchar[],
-- ''{varchar, varchar, varchar, varchar, varchar}''::varchar[],
-- --
-- -- Error measuring function
-- ''cv_logregr_accuracy'',
-- ''{%prediction%, %data%, %id%, y, %error%}''::varchar[],
-- ''{varchar, varchar, varchar, varchar, varchar}''::varchar[],
-- --
-- ''log_breast_cancer_wisconsin'', -- Data set
-- NULL, -- No unique ID associated with rows
-- False, -- If there is a unique ID, is it random?
-- --
-- ''cv_logregr_result'', -- Result
-- ''{x, y}''::varchar[], -- Data columns
-- 10 -- CV fold
-- )';
-- perform assert(relative_error(accuracy_avg, 0.96) < 0.1,
-- 'CV result: error mismatch!'
-- ) from cv_logregr_result;
end;
$$ language plpgsql volatile;
select check_cv0();
-- create function check_cv_ridge()
-- returns void as $$
-- begin
-- execute 'drop table if exists validation_result';
-- perform cross_validation(
-- 'ridge',
-- '{normalization = True, col_ind_var = val, col_dep_var = dep, tbl_source = cvtest1}',
-- 'lambda',
-- '{0.1,0.2,0.3,0.4,0.5,0.6,0.7,0.8,0.9,1,1.1,1.2,1.3,1.4,1.5,1.6,1.7,1.8,1.9,2}'::double precision[],
-- NULL::varchar, -- no unique ID associated with rows
-- False, -- if there is a unique ID, whether it is random
-- 'validation_result',
-- 10 -- cross validation fold
-- );
-- perform assert(relative_error(mean_squared_error_avg, 1.8) < 0.6,
-- 'CV result: error mismatch!'
-- ) from validation_result;
-- end;
-- $$ language plpgsql volatile;
-- select check_cv_ridge();
-- This test has been temporarily removed for GPDB5 alpha support
-- CREATE TABLE houses (
-- id SERIAL NOT NULL,
-- tax INTEGER,
-- bedroom REAL,
-- bath REAL,
-- price INTEGER,
-- size INTEGER,
-- lot INTEGER
-- );
-- INSERT INTO houses(tax, bedroom, bath, price, size, lot) VALUES
-- ( 590, 2, 1, 50000, 770, 22100),
-- (1050, 3, 2, 85000, 1410, 12000),
-- ( 20, 3, 1, 22500, 1060, 3500 ),
-- ( 870, 2, 2, 90000, 1300, 17500),
-- (1320, 3, 2, 133000, 1500, 30000),
-- (1350, 2, 1, 90500, 820, 25700),
-- (2790, 3, 2.5, 260000, 2130, 25000),
-- ( 680, 2, 1, 142500, 1170, 22000),
-- (1840, 3, 2, 160000, 1500, 19000),
-- (3680, 4, 2, 240000, 2790, 20000),
-- (1660, 3, 1, 87000, 1030, 17500),
-- (1620, 3, 2, 118600, 1250, 20000),
-- (3100, 3, 2, 140000, 1760, 38000),
-- (2070, 2, 3, 148000, 1550, 14000),
-- ( 650, 3, 1.5, 65000, 1450, 12000);
-- SELECT cross_validation_general(
-- 'MADLIB_SCHEMA.elastic_net_train', -- modelling_func
-- '{%data%, %model%, (price>100000), "array[tax, bath, size]", binomial, 1, lambda, TRUE, NULL, fista, "{eta = 2, max_stepsize = 2, use_active_set = t}", NULL, 2000, 1e-6}'::varchar[], -- modeling_params
-- '{varchar, varchar, varchar, varchar, varchar, double precision, double precision, boolean, varchar, varchar, varchar, varchar, integer, double precision}'::varchar[], -- modelling_params_type
-- 'lambda', -- param_explored
-- '{0.04, 0.08, 0.12, 0.16, 0.20, 0.24, 0.28, 0.32, 0.36}'::varchar[], -- explore_values
-- 'MADLIB_SCHEMA.elastic_net_predict', -- predict_func
-- '{%model%, %data%, %id%, %prediction%}'::varchar[], -- predict_params
-- '{text, text, text, text}'::varchar[], -- predict_params_type
-- 'MADLIB_SCHEMA.misclassification_avg', -- metric_func
-- '{%prediction%, %data%, %id%, (price>100000), %error%}'::varchar[], -- metric_params
-- '{varchar, varchar, varchar, varchar, varchar}'::varchar[], -- metric_params_type
-- 'houses', -- data_tbl
-- 'id', -- data_id
-- TRUE, -- id_is_random
-- 'valid_rst_houses', -- validation_result
-- '{tax,bath,size, price}'::varchar[], -- data_cols
-- 3 -- fold_num
-- );
-- select * from valid_rst_houses;