Reading training examples...done Training set properties: 104 features, 180 rankings, 15504 examples NOTE: Adjusted stopping criterion relative to maximum loss: eps=1.012667 Iter 1: .........*(NumConst=1, SV=1, CEps=1012.6667, QPEps=0.0000) Iter 2: .........*(NumConst=2, SV=2, CEps=759.0317, QPEps=0.0000) Iter 3: .........*(NumConst=3, SV=2, CEps=1163.8753, QPEps=0.0004) Iter 4: .........*(NumConst=4, SV=4, CEps=1124.2234, QPEps=0.0004) Iter 5: .........*(NumConst=5, SV=5, CEps=1868.8444, QPEps=0.0005) Iter 6: .........*(NumConst=6, SV=5, CEps=2330.1709, QPEps=0.0009) Iter 7: .........*(NumConst=7, SV=5, CEps=2487.6284, QPEps=0.0011) Iter 8: .........*(NumConst=8, SV=6, CEps=2504.4034, QPEps=0.1231) Iter 9: .........*(NumConst=9, SV=7, CEps=1608.5711, QPEps=5.0348) Iter 10: .........*(NumConst=10, SV=7, CEps=5395.3197, QPEps=43.5854) Iter 11: .........*(NumConst=11, SV=8, CEps=2763.9299, QPEps=0.0081) Iter 12: .........*(NumConst=12, SV=8, CEps=2190.2680, QPEps=0.0117) Iter 13: .........*(NumConst=13, SV=9, CEps=2906.7635, QPEps=0.0041) Iter 14: .........*(NumConst=14, SV=9, CEps=2655.1908, QPEps=0.0022) Iter 15: .........*(NumConst=15, SV=9, CEps=2708.9183, QPEps=0.0028) Iter 16: .........*(NumConst=16, SV=10, CEps=2664.2452, QPEps=0.0008) Iter 17: .........*(NumConst=17, SV=9, CEps=1724.9648, QPEps=0.0012) Iter 18: .........*(NumConst=18, SV=11, CEps=1582.9908, QPEps=2.7337) Iter 19: .........*(NumConst=19, SV=10, CEps=4559.4144, QPEps=0.0074) Iter 20: .........*(NumConst=20, SV=12, CEps=3452.8476, QPEps=12.5827) Iter 21: .........*(NumConst=21, SV=11, CEps=4029.2562, QPEps=38.6490) Iter 22: .........*(NumConst=22, SV=12, CEps=3177.9758, QPEps=16.7672) Iter 23: .........*(NumConst=23, SV=14, CEps=3919.5071, QPEps=42.8783) Iter 24: .........*(NumConst=24, SV=13, CEps=3959.0113, QPEps=43.2130) Iter 25: .........*(NumConst=25, SV=14, CEps=2730.5178, QPEps=41.4373) Iter 26: .........*(NumConst=26, SV=14, CEps=2827.6053, QPEps=46.5321) Iter 27: .........*(NumConst=27, SV=14, CEps=2609.0795, QPEps=28.9193) Iter 28: .........*(NumConst=28, SV=16, CEps=2602.6662, QPEps=49.4494) Iter 29: .........*(NumConst=29, SV=15, CEps=3230.0483, QPEps=43.1324) Iter 30: .........*(NumConst=30, SV=20, CEps=1540.2683, QPEps=37.4922) Iter 31: .........*(NumConst=31, SV=17, CEps=1053.8123, QPEps=48.9481) Iter 32: .........*(NumConst=32, SV=15, CEps=1018.9226, QPEps=34.6649) Iter 33: .........*(NumConst=33, SV=18, CEps=911.2782, QPEps=48.3538) Iter 34: .........*(NumConst=34, SV=16, CEps=653.9095, QPEps=41.7119) Iter 35: .........*(NumConst=35, SV=16, CEps=881.1200, QPEps=44.6838) Iter 36: .........*(NumConst=36, SV=17, CEps=729.6937, QPEps=37.5671) Iter 37: .........*(NumConst=37, SV=17, CEps=863.2622, QPEps=43.7452) Iter 38: .........*(NumConst=38, SV=19, CEps=1008.0603, QPEps=37.8459) Iter 39: .........*(NumConst=39, SV=22, CEps=753.0509, QPEps=48.2325) Iter 40: .........*(NumConst=40, SV=23, CEps=725.2323, QPEps=46.6529) Iter 41: .........*(NumConst=41, SV=24, CEps=602.6974, QPEps=47.8300) Iter 42: .........*(NumConst=42, SV=24, CEps=838.6087, QPEps=47.4106) Iter 43: .........*(NumConst=43, SV=23, CEps=446.1191, QPEps=48.6953) Iter 44: .........*(NumConst=44, SV=22, CEps=476.8359, QPEps=45.7931) Iter 45: .........*(NumConst=45, SV=25, CEps=468.8602, QPEps=49.5115) Iter 46: .........*(NumConst=46, SV=25, CEps=448.4601, QPEps=49.7309) Iter 47: .........*(NumConst=47, SV=25, CEps=494.8716, QPEps=48.9115) Iter 48: .........*(NumConst=48, SV=20, CEps=384.0276, QPEps=48.5325) Iter 49: .........*(NumConst=49, SV=25, CEps=303.5349, QPEps=49.6498) Iter 50: .........*(NumConst=50, SV=26, CEps=380.6766, QPEps=49.9620) Iter 51: .........*(NumConst=51, SV=28, CEps=325.2913, QPEps=47.3931) Iter 52: .........*(NumConst=52, SV=26, CEps=322.5625, QPEps=49.3801) Iter 53: .........*(NumConst=53, SV=25, CEps=386.0640, QPEps=46.7676) Iter 54: .........*(NumConst=54, SV=23, CEps=499.7133, QPEps=42.3160) Iter 55: .........*(NumConst=54, SV=28, CEps=331.5303, QPEps=47.8922) Iter 56: .........*(NumConst=55, SV=26, CEps=414.5553, QPEps=47.9540) Iter 57: .........*(NumConst=56, SV=27, CEps=359.1881, QPEps=44.8807) Iter 58: .........*(NumConst=57, SV=28, CEps=356.6593, QPEps=49.6652) Iter 59: .........*(NumConst=58, SV=30, CEps=371.3894, QPEps=47.7015) Iter 60: .........*(NumConst=59, SV=25, CEps=316.8375, QPEps=47.5519) Iter 61: .........*(NumConst=60, SV=26, CEps=347.3888, QPEps=49.3067) Iter 62: .........*(NumConst=61, SV=29, CEps=320.6256, QPEps=48.7657) Iter 63: .........*(NumConst=62, SV=26, CEps=296.8548, QPEps=49.5930) Iter 64: .........*(NumConst=63, SV=27, CEps=267.1637, QPEps=42.1455) Iter 65: .........*(NumConst=63, SV=29, CEps=340.3763, QPEps=45.5347) Iter 66: .........*(NumConst=64, SV=26, CEps=315.6321, QPEps=41.2415) Iter 67: .........*(NumConst=65, SV=28, CEps=246.7965, QPEps=44.1851) Iter 68: .........*(NumConst=66, SV=31, CEps=242.5794, QPEps=44.0965) Iter 69: .........*(NumConst=67, SV=27, CEps=247.8007, QPEps=49.0243) Iter 70: .........*(NumConst=68, SV=29, CEps=295.9741, QPEps=48.8724) Iter 71: .........*(NumConst=69, SV=28, CEps=271.2392, QPEps=48.1113) Iter 72: .........*(NumConst=70, SV=33, CEps=225.4975, QPEps=46.9888) Iter 73: .........*(NumConst=70, SV=36, CEps=267.3703, QPEps=47.4864) Iter 74: .........*(NumConst=70, SV=32, CEps=313.1711, QPEps=49.9195) Iter 75: .........*(NumConst=70, SV=34, CEps=366.2304, QPEps=47.1644) Iter 76: .........*(NumConst=71, SV=32, CEps=242.3594, QPEps=47.3665) Iter 77: .........*(NumConst=72, SV=33, CEps=344.6499, QPEps=47.8711) Iter 78: .........*(NumConst=72, SV=33, CEps=302.0350, QPEps=48.5784) Iter 79: .........*(NumConst=73, SV=32, CEps=276.4061, QPEps=46.1444) Iter 80: .........*(NumConst=72, SV=31, CEps=292.1983, QPEps=47.1221) Iter 81: .........*(NumConst=72, SV=34, CEps=212.9041, QPEps=47.0088) Iter 82: .........*(NumConst=73, SV=32, CEps=269.7069, QPEps=47.2146) Iter 83: .........*(NumConst=73, SV=32, CEps=190.2378, QPEps=49.6506) Iter 84: .........*(NumConst=74, SV=33, CEps=377.9218, QPEps=48.7077) Iter 85: .........*(NumConst=75, SV=33, CEps=179.1658, QPEps=49.5974) Iter 86: .........*(NumConst=76, SV=35, CEps=232.7007, QPEps=46.7844) Iter 87: .........*(NumConst=77, SV=33, CEps=192.9454, QPEps=44.6388) Iter 88: .........*(NumConst=78, SV=34, CEps=178.6165, QPEps=49.9901) Iter 89: .........*(NumConst=79, SV=35, CEps=199.3993, QPEps=43.3589) Iter 90: .........*(NumConst=79, SV=33, CEps=151.1983, QPEps=42.2918) Iter 91: .........*(NumConst=79, SV=33, CEps=186.7293, QPEps=45.8733) Iter 92: .........*(NumConst=80, SV=35, CEps=239.1718, QPEps=49.8892) Iter 93: .........*(NumConst=80, SV=34, CEps=211.8194, QPEps=49.8213) Iter 94: .........*(NumConst=81, SV=34, CEps=193.2403, QPEps=49.8288) Iter 95: .........*(NumConst=81, SV=40, CEps=163.7516, QPEps=44.3260) Iter 96: .........*(NumConst=82, SV=34, CEps=280.9640, QPEps=48.5677) Iter 97: .........*(NumConst=82, SV=35, CEps=180.1820, QPEps=40.2749) Iter 98: .........*(NumConst=83, SV=33, CEps=187.5741, QPEps=49.8714) Iter 99: .........*(NumConst=84, SV=35, CEps=211.6463, QPEps=48.1138) Iter 100: .........*(NumConst=84, SV=37, CEps=182.8994, QPEps=46.9456) Iter 101: .........*(NumConst=85, SV=38, CEps=131.8830, QPEps=49.5851) Iter 102: .........*(NumConst=85, SV=39, CEps=165.4024, QPEps=48.5639) Iter 103: .........*(NumConst=86, SV=37, CEps=147.4361, QPEps=46.2549) Iter 104: .........*(NumConst=87, SV=37, CEps=186.5452, QPEps=37.4129) Iter 105: .........*(NumConst=87, SV=40, CEps=122.7935, QPEps=49.0692) Iter 106: .........*(NumConst=87, SV=38, CEps=166.8909, QPEps=44.7960) Iter 107: .........*(NumConst=87, SV=36, CEps=166.7119, QPEps=49.6986) Iter 108: .........*(NumConst=88, SV=33, CEps=131.6536, QPEps=47.2941) Iter 109: .........*(NumConst=87, SV=37, CEps=124.8582, QPEps=49.5085) Iter 110: .........*(NumConst=88, SV=37, CEps=161.3754, QPEps=44.0435) Iter 111: .........*(NumConst=88, SV=39, CEps=157.9466, QPEps=47.8026) Iter 112: .........*(NumConst=88, SV=36, CEps=152.5673, QPEps=48.9208) Iter 113: .........*(NumConst=89, SV=39, CEps=93.8751, QPEps=46.4664) Iter 114: .........*(NumConst=90, SV=38, CEps=110.9418, QPEps=46.6310) Iter 115: .........*(NumConst=90, SV=38, CEps=188.9246, QPEps=44.9169) Iter 116: .........*(NumConst=91, SV=41, CEps=148.7058, QPEps=46.9084) Iter 117: .........*(NumConst=92, SV=41, CEps=137.1296, QPEps=44.7231) Iter 118: .........*(NumConst=93, SV=37, CEps=161.6460, QPEps=46.8608) Iter 119: .........*(NumConst=94, SV=40, CEps=115.2533, QPEps=46.4556) Iter 120: .........*(NumConst=94, SV=39, CEps=132.9538, QPEps=39.2504) Iter 121: .........*(NumConst=94, SV=40, CEps=150.8004, QPEps=46.9243) Iter 122: .........*(NumConst=95, SV=40, CEps=135.9951, QPEps=46.3026) Iter 123: .........*(NumConst=96, SV=42, CEps=105.9173, QPEps=46.8716) Iter 124: .........*(NumConst=96, SV=42, CEps=135.5455, QPEps=44.8503) Iter 125: .........*(NumConst=96, SV=42, CEps=116.5843, QPEps=45.1774) Iter 126: .........*(NumConst=96, SV=45, CEps=93.6537, QPEps=46.2123) Iter 127: .........*(NumConst=96, SV=45, CEps=113.8093, QPEps=46.7453) Iter 128: .........*(NumConst=95, SV=43, CEps=119.5203, QPEps=45.2959) Iter 129: .........*(NumConst=95, SV=47, CEps=117.1017, QPEps=46.7638) Iter 130: .........*(NumConst=96, SV=48, CEps=108.0235, QPEps=46.5023) Iter 131: .........*(NumConst=97, SV=46, CEps=103.2964, QPEps=46.2388) Iter 132: .........*(NumConst=98, SV=50, CEps=85.6056, QPEps=42.0066) Iter 133: .........*(NumConst=97, SV=48, CEps=93.7687, QPEps=42.7893) Iter 134: .........*(NumConst=98, SV=48, CEps=67.5128, QPEps=33.0076) Iter 135: .........*(NumConst=97, SV=46, CEps=130.3127, QPEps=33.0518) Iter 136: .........*(NumConst=98, SV=46, CEps=121.6932, QPEps=33.6993) Iter 137: .........*(NumConst=99, SV=44, CEps=92.0055, QPEps=32.4243) Iter 138: .........*(NumConst=100, SV=48, CEps=120.5377, QPEps=32.8729) Iter 139: .........*(NumConst=99, SV=48, CEps=109.1378, QPEps=33.3193) Iter 140: .........*(NumConst=100, SV=48, CEps=69.6844, QPEps=31.5150) Iter 141: .........*(NumConst=100, SV=49, CEps=101.0010, QPEps=30.6665) Iter 142: .........*(NumConst=99, SV=48, CEps=106.4004, QPEps=33.5957) Iter 143: .........*(NumConst=100, SV=49, CEps=78.9712, QPEps=33.0677) Iter 144: .........*(NumConst=101, SV=42, CEps=69.4558, QPEps=33.3004) Iter 145: .........*(NumConst=102, SV=46, CEps=75.5783, QPEps=30.0884) Iter 146: .........*(NumConst=102, SV=47, CEps=71.5552, QPEps=33.5846) Iter 147: .........*(NumConst=103, SV=47, CEps=90.8819, QPEps=33.1278) Iter 148: .........*(NumConst=104, SV=46, CEps=97.4264, QPEps=32.6610) Iter 149: .........*(NumConst=104, SV=46, CEps=75.5205, QPEps=31.8267) Iter 150: .........*(NumConst=105, SV=49, CEps=56.2023, QPEps=27.3941) Iter 151: .........*(NumConst=104, SV=47, CEps=74.4752, QPEps=26.6995) Iter 152: .........*(NumConst=105, SV=48, CEps=70.8881, QPEps=26.5152) Iter 153: .........*(NumConst=105, SV=50, CEps=58.8067, QPEps=27.5147) Iter 154: .........*(NumConst=105, SV=51, CEps=71.5816, QPEps=27.8271) Iter 155: .........*(NumConst=105, SV=50, CEps=61.4997, QPEps=27.4176) Iter 156: .........*(NumConst=106, SV=50, CEps=64.6448, QPEps=26.7881) Iter 157: .........*(NumConst=106, SV=52, CEps=78.3652, QPEps=25.6560) Iter 158: .........*(NumConst=107, SV=50, CEps=63.6400, QPEps=27.7764) Iter 159: .........*(NumConst=108, SV=48, CEps=69.7495, QPEps=27.0227) Iter 160: .........*(NumConst=109, SV=48, CEps=69.2624, QPEps=26.3837) Iter 161: .........*(NumConst=108, SV=54, CEps=56.5942, QPEps=26.2959) Iter 162: .........*(NumConst=109, SV=55, CEps=73.5279, QPEps=27.1416) Iter 163: .........*(NumConst=108, SV=55, CEps=50.2214, QPEps=24.0695) Iter 164: .........*(NumConst=106, SV=50, CEps=96.2802, QPEps=23.8393) Iter 165: .........*(NumConst=107, SV=49, CEps=84.4179, QPEps=22.8921) Iter 166: .........*(NumConst=107, SV=49, CEps=91.4218, QPEps=18.3481) Iter 167: .........*(NumConst=106, SV=51, CEps=84.9396, QPEps=24.8525) Iter 168: .........*(NumConst=106, SV=52, CEps=64.7555, QPEps=24.8729) Iter 169: .........*(NumConst=106, SV=53, CEps=78.3752, QPEps=24.5708) Iter 170: .........*(NumConst=106, SV=54, CEps=63.1983, QPEps=24.4908) Iter 171: .........*(NumConst=106, SV=50, CEps=49.8659, QPEps=24.5396) Iter 172: .........*(NumConst=107, SV=53, CEps=65.1993, QPEps=24.6245) Iter 173: .........*(NumConst=108, SV=51, CEps=51.6353, QPEps=24.4923) Iter 174: .........*(NumConst=108, SV=49, CEps=69.6348, QPEps=20.8708) Iter 175: .........*(NumConst=107, SV=50, CEps=74.4718, QPEps=22.6273) Iter 176: .........*(NumConst=107, SV=52, CEps=51.0133, QPEps=24.5584) Iter 177: .........*(NumConst=106, SV=51, CEps=43.2910, QPEps=21.4424) Iter 178: .........*(NumConst=107, SV=49, CEps=39.9887, QPEps=19.4238) Iter 179: .........*(NumConst=108, SV=52, CEps=68.0428, QPEps=18.8314) Iter 180: .........*(NumConst=107, SV=53, CEps=54.3611, QPEps=13.9243) Iter 181: .........*(NumConst=108, SV=53, CEps=47.9376, QPEps=19.6506) Iter 182: .........*(NumConst=108, SV=52, CEps=55.2656, QPEps=19.9082) Iter 183: .........*(NumConst=109, SV=57, CEps=41.7023, QPEps=19.9607) Iter 184: .........*(NumConst=109, SV=54, CEps=40.9228, QPEps=19.7694) Iter 185: .........*(NumConst=109, SV=56, CEps=77.3481, QPEps=19.8724) Iter 186: .........*(NumConst=107, SV=55, CEps=61.7970, QPEps=19.7374) Iter 187: .........*(NumConst=108, SV=55, CEps=52.1856, QPEps=18.9798) Iter 188: .........*(NumConst=108, SV=51, CEps=48.7598, QPEps=19.7158) Iter 189: .........*(NumConst=108, SV=54, CEps=48.3381, QPEps=18.5715) Iter 190: .........*(NumConst=109, SV=50, CEps=43.8506, QPEps=14.2022) Iter 191: .........*(NumConst=109, SV=50, CEps=39.9673, QPEps=18.7110) Iter 192: .........*(NumConst=110, SV=51, CEps=42.1220, QPEps=19.9235) Iter 193: .........*(NumConst=107, SV=53, CEps=48.2464, QPEps=17.7084) Iter 194: .........*(NumConst=108, SV=54, CEps=40.9563, QPEps=18.8949) Iter 195: .........*(NumConst=109, SV=52, CEps=34.3954, QPEps=16.2546) Iter 196: .........*(NumConst=110, SV=53, CEps=47.8157, QPEps=17.1901) Iter 197: .........*(NumConst=109, SV=51, CEps=51.8829, QPEps=13.2936) Iter 198: .........*(NumConst=110, SV=52, CEps=58.8982, QPEps=16.6495) Iter 199: .........*(NumConst=111, SV=53, CEps=46.6875, QPEps=16.2361) Iter 200: .........*(NumConst=111, SV=56, CEps=52.3473, QPEps=17.1739) Iter 201: .........*(NumConst=112, SV=57, CEps=44.9197, QPEps=17.0430) Iter 202: .........*(NumConst=112, SV=55, CEps=35.0990, QPEps=16.0707) Iter 203: .........*(NumConst=112, SV=57, CEps=33.2521, QPEps=16.3045) Iter 204: .........*(NumConst=113, SV=58, CEps=45.2863, QPEps=15.0728) Iter 205: .........*(NumConst=114, SV=59, CEps=31.1224, QPEps=14.4758) Iter 206: .........*(NumConst=114, SV=58, CEps=34.8682, QPEps=15.4658) Iter 207: .........*(NumConst=113, SV=63, CEps=36.6472, QPEps=14.4566) Iter 208: .........*(NumConst=112, SV=59, CEps=41.8085, QPEps=15.5488) Iter 209: .........*(NumConst=112, SV=56, CEps=26.4134, QPEps=13.1687) Iter 210: .........*(NumConst=112, SV=55, CEps=26.7519, QPEps=13.0425) Iter 211: .........*(NumConst=112, SV=58, CEps=33.6288, QPEps=13.0155) Iter 212: .........*(NumConst=112, SV=57, CEps=37.5788, QPEps=12.5977) Iter 213: .........*(NumConst=111, SV=57, CEps=28.8341, QPEps=12.9292) Iter 214: .........*(NumConst=112, SV=55, CEps=25.8281, QPEps=12.8141) Iter 215: .........*(NumConst=113, SV=56, CEps=27.1572, QPEps=12.4135) Iter 216: .........*(NumConst=112, SV=57, CEps=32.1856, QPEps=12.7844) Iter 217: .........*(NumConst=110, SV=57, CEps=27.6999, QPEps=12.7185) Iter 218: .........*(NumConst=110, SV=58, CEps=33.4984, QPEps=11.6795) Iter 219: .........*(NumConst=111, SV=56, CEps=39.4065, QPEps=12.7822) Iter 220: .........*(NumConst=111, SV=56, CEps=36.8314, QPEps=11.5510) Iter 221: .........*(NumConst=112, SV=59, CEps=21.8867, QPEps=9.9695) Iter 222: .........*(NumConst=111, SV=61, CEps=31.1612, QPEps=8.1491) Iter 223: .........*(NumConst=112, SV=62, CEps=34.2889, QPEps=10.6467) Iter 224: .........*(NumConst=112, SV=62, CEps=29.5806, QPEps=10.9176) Iter 225: .........*(NumConst=112, SV=65, CEps=25.1613, QPEps=10.7615) Iter 226: .........*(NumConst=111, SV=61, CEps=34.0270, QPEps=10.9293) Iter 227: .........*(NumConst=110, SV=65, CEps=31.8750, QPEps=10.4277) Iter 228: .........*(NumConst=109, SV=65, CEps=25.0843, QPEps=10.7048) Iter 229: .........*(NumConst=110, SV=60, CEps=38.3307, QPEps=10.7608) Iter 230: .........*(NumConst=111, SV=60, CEps=24.4382, QPEps=10.6323) Iter 231: .........*(NumConst=111, SV=60, CEps=36.8761, QPEps=9.4663) Iter 232: .........*(NumConst=112, SV=61, CEps=21.7355, QPEps=10.3879) Iter 233: .........*(NumConst=113, SV=61, CEps=26.8343, QPEps=10.0075) Iter 234: .........*(NumConst=114, SV=63, CEps=29.7108, QPEps=10.6061) Iter 235: .........*(NumConst=115, SV=64, CEps=21.8044, QPEps=10.3877) Iter 236: .........*(NumConst=115, SV=63, CEps=21.4843, QPEps=9.8551) Iter 237: .........*(NumConst=112, SV=64, CEps=24.9735, QPEps=9.5743) Iter 238: .........*(NumConst=112, SV=64, CEps=33.7731, QPEps=10.7186) Iter 239: .........*(NumConst=111, SV=65, CEps=24.1966, QPEps=8.8868) Iter 240: .........*(NumConst=110, SV=64, CEps=21.7113, QPEps=9.6234) Iter 241: .........*(NumConst=110, SV=61, CEps=22.3553, QPEps=9.9971) Iter 242: .........*(NumConst=111, SV=63, CEps=18.7267, QPEps=9.1322) Iter 243: .........*(NumConst=112, SV=62, CEps=22.8128, QPEps=9.2605) Iter 244: .........*(NumConst=112, SV=63, CEps=20.8249, QPEps=8.8788) Iter 245: .........*(NumConst=112, SV=66, CEps=19.5614, QPEps=9.3607) Iter 246: .........*(NumConst=113, SV=67, CEps=19.0996, QPEps=9.1785) Iter 247: .........*(NumConst=114, SV=65, CEps=21.0525, QPEps=9.3556) Iter 248: .........*(NumConst=115, SV=65, CEps=24.9006, QPEps=9.3487) Iter 249: .........*(NumConst=115, SV=67, CEps=21.4671, QPEps=9.3181) Iter 250: .........*(NumConst=116, SV=67, CEps=18.5548, QPEps=8.7685) Iter 251: .........*(NumConst=117, SV=67, CEps=13.3742, QPEps=6.6718) Iter 252: .........*(NumConst=118, SV=65, CEps=20.6726, QPEps=6.5809) Iter 253: .........*(NumConst=119, SV=67, CEps=21.6229, QPEps=6.4187) Iter 254: .........*(NumConst=120, SV=68, CEps=16.3285, QPEps=6.2449) Iter 255: .........*(NumConst=120, SV=68, CEps=22.9186, QPEps=6.5429) Iter 256: .........*(NumConst=121, SV=68, CEps=18.1286, QPEps=6.5223) Iter 257: .........*(NumConst=121, SV=68, CEps=19.4111, QPEps=6.4479) Iter 258: .........*(NumConst=120, SV=69, CEps=12.5125, QPEps=6.2511) Iter 259: .........*(NumConst=121, SV=66, CEps=19.7131, QPEps=6.1006) Iter 260: .........*(NumConst=122, SV=62, CEps=17.5063, QPEps=5.9811) Iter 261: .........*(NumConst=123, SV=63, CEps=18.7806, QPEps=6.0962) Iter 262: .........*(NumConst=123, SV=65, CEps=21.2717, QPEps=5.9980) Iter 263: .........*(NumConst=122, SV=65, CEps=19.2193, QPEps=5.9682) Iter 264: .........*(NumConst=123, SV=65, CEps=14.7109, QPEps=6.1388) Iter 265: .........*(NumConst=124, SV=65, CEps=15.9693, QPEps=5.8563) Iter 266: .........*(NumConst=124, SV=64, CEps=14.8585, QPEps=5.8582) Iter 267: .........*(NumConst=123, SV=65, CEps=19.7461, QPEps=5.7864) Iter 268: .........*(NumConst=122, SV=66, CEps=21.9594, QPEps=6.0910) Iter 269: .........*(NumConst=123, SV=68, CEps=18.0230, QPEps=6.0848) Iter 270: .........*(NumConst=123, SV=68, CEps=15.3245, QPEps=6.0775) Iter 271: .........*(NumConst=123, SV=70, CEps=19.7694, QPEps=6.2432) Iter 272: .........*(NumConst=124, SV=69, CEps=16.1487, QPEps=6.1863) Iter 273: .........*(NumConst=125, SV=70, CEps=16.9409, QPEps=5.8997) Iter 274: .........*(NumConst=126, SV=70, CEps=15.0031, QPEps=6.2426) Iter 275: .........*(NumConst=126, SV=71, CEps=13.1446, QPEps=6.1302) Iter 276: .........*(NumConst=127, SV=68, CEps=13.0433, QPEps=6.2350) Iter 277: .........*(NumConst=127, SV=67, CEps=12.7227, QPEps=6.2521) Iter 278: .........*(NumConst=126, SV=67, CEps=14.9088, QPEps=6.2037) Iter 279: .........*(NumConst=125, SV=67, CEps=14.7822, QPEps=6.0635) Iter 280: .........*(NumConst=125, SV=67, CEps=13.8385, QPEps=6.2508) Iter 281: .........*(NumConst=124, SV=68, CEps=10.4620, QPEps=5.2161) Iter 282: .........*(NumConst=124, SV=70, CEps=12.7585, QPEps=5.1392) Iter 283: .........*(NumConst=125, SV=71, CEps=14.1164, QPEps=5.1177) Iter 284: .........*(NumConst=126, SV=69, CEps=12.0360, QPEps=5.1747) Iter 285: .........*(NumConst=125, SV=72, CEps=16.3790, QPEps=5.1834) Iter 286: .........*(NumConst=126, SV=73, CEps=16.2484, QPEps=5.2195) Iter 287: .........*(NumConst=126, SV=71, CEps=16.3543, QPEps=4.8866) Iter 288: .........*(NumConst=124, SV=69, CEps=11.5016, QPEps=5.2164) Iter 289: .........*(NumConst=125, SV=69, CEps=14.4105, QPEps=5.0842) Iter 290: .........*(NumConst=126, SV=72, CEps=11.3124, QPEps=5.2168) Iter 291: .........*(NumConst=126, SV=71, CEps=11.1110, QPEps=5.2112) Iter 292: .........*(NumConst=127, SV=72, CEps=9.9115, QPEps=4.8953) Iter 293: .........*(NumConst=126, SV=73, CEps=12.3388, QPEps=4.5800) Iter 294: .........*(NumConst=127, SV=71, CEps=9.7059, QPEps=4.8036) Iter 295: .........*(NumConst=126, SV=69, CEps=13.4275, QPEps=4.6065) Iter 296: .........*(NumConst=124, SV=71, CEps=10.3763, QPEps=4.8436) Iter 297: .........*(NumConst=124, SV=71, CEps=12.5652, QPEps=4.8036) Iter 298: .........*(NumConst=125, SV=72, CEps=10.9536, QPEps=4.8379) Iter 299: .........*(NumConst=125, SV=73, CEps=9.5165, QPEps=4.4361) Iter 300: .........*(NumConst=124, SV=75, CEps=8.9858, QPEps=4.4629) Iter 301: .........*(NumConst=124, SV=75, CEps=8.8749, QPEps=4.4278) Iter 302: .........*(NumConst=125, SV=73, CEps=8.2283, QPEps=4.0010) Iter 303: .........*(NumConst=126, SV=73, CEps=10.8523, QPEps=4.0518) Iter 304: .........*(NumConst=127, SV=76, CEps=9.8493, QPEps=4.0132) Iter 305: .........*(NumConst=127, SV=78, CEps=9.9844, QPEps=4.0238) Iter 306: .........*(NumConst=128, SV=79, CEps=12.0369, QPEps=4.0863) Iter 307: .........*(NumConst=128, SV=80, CEps=8.1678, QPEps=3.9594) Iter 308: .........*(NumConst=126, SV=81, CEps=8.8006, QPEps=4.0822) Iter 309: .........*(NumConst=126, SV=77, CEps=8.7131, QPEps=3.6485) Iter 310: .........*(NumConst=126, SV=77, CEps=8.7185, QPEps=4.0805) Iter 311: .........*(NumConst=127, SV=73, CEps=8.0353, QPEps=3.4486) Iter 312: .........*(NumConst=128, SV=73, CEps=8.4484, QPEps=4.0146) Iter 313: .........*(NumConst=127, SV=75, CEps=8.5911, QPEps=3.9640) Iter 314: .........*(NumConst=127, SV=78, CEps=8.0187, QPEps=3.9615) Iter 315: .........*(NumConst=128, SV=78, CEps=10.9902, QPEps=3.9308) Iter 316: .........*(NumConst=127, SV=74, CEps=9.4749, QPEps=4.0056) Iter 317: .........*(NumConst=126, SV=73, CEps=9.9953, QPEps=3.9910) Iter 318: .........*(NumConst=127, SV=73, CEps=5.6209, QPEps=2.7802) Iter 319: .........*(NumConst=127, SV=74, CEps=9.1364, QPEps=2.7738) Iter 320: .........*(NumConst=127, SV=76, CEps=7.4990, QPEps=2.8100) Iter 321: .........*(NumConst=128, SV=74, CEps=11.1841, QPEps=2.7997) Iter 322: .........*(NumConst=129, SV=74, CEps=8.2440, QPEps=2.7638) Iter 323: .........*(NumConst=128, SV=75, CEps=6.8499, QPEps=2.7161) Iter 324: .........*(NumConst=129, SV=76, CEps=11.6832, QPEps=2.7834) Iter 325: .........*(NumConst=128, SV=76, CEps=8.7764, QPEps=2.7660) Iter 326: .........*(NumConst=126, SV=75, CEps=7.3423, QPEps=2.5865) Iter 327: .........*(NumConst=126, SV=74, CEps=7.4849, QPEps=2.7439) Iter 328: .........*(NumConst=127, SV=77, CEps=6.8156, QPEps=2.6949) Iter 329: .........*(NumConst=128, SV=77, CEps=7.6897, QPEps=2.8012) Iter 330: .........*(NumConst=129, SV=79, CEps=6.5853, QPEps=2.7398) Iter 331: .........*(NumConst=130, SV=78, CEps=8.8463, QPEps=2.4655) Iter 332: .........*(NumConst=131, SV=77, CEps=6.4213, QPEps=2.3842) Iter 333: .........*(NumConst=131, SV=77, CEps=6.6672, QPEps=2.8068) Iter 334: .........*(NumConst=131, SV=79, CEps=5.6040, QPEps=2.7187) Iter 335: .........*(NumConst=130, SV=81, CEps=6.7818, QPEps=2.7800) Iter 336: .........*(NumConst=131, SV=79, CEps=5.2220, QPEps=2.3186) Iter 337: .........*(NumConst=131, SV=82, CEps=6.5262, QPEps=2.4012) Iter 338: .........*(NumConst=131, SV=83, CEps=5.8152, QPEps=2.5201) Iter 339: .........*(NumConst=132, SV=80, CEps=6.7047, QPEps=2.5984) Iter 340: .........*(NumConst=133, SV=79, CEps=6.8879, QPEps=2.5584) Iter 341: .........*(NumConst=134, SV=86, CEps=4.9574, QPEps=2.3352) Iter 342: .........*(NumConst=135, SV=88, CEps=8.1469, QPEps=2.4592) Iter 343: .........*(NumConst=133, SV=86, CEps=7.4488, QPEps=2.4628) Iter 344: .........*(NumConst=134, SV=86, CEps=4.7822, QPEps=2.2249) Iter 345: .........*(NumConst=134, SV=81, CEps=7.3080, QPEps=2.3666) Iter 346: .........*(NumConst=134, SV=85, CEps=5.3698, QPEps=2.3784) Iter 347: .........*(NumConst=134, SV=84, CEps=7.9727, QPEps=2.2668) Iter 348: .........*(NumConst=134, SV=89, CEps=6.0644, QPEps=2.3402) Iter 349: .........*(NumConst=135, SV=86, CEps=7.3684, QPEps=2.1149) Iter 350: .........*(NumConst=136, SV=84, CEps=4.6887, QPEps=2.2402) Iter 351: .........*(NumConst=137, SV=87, CEps=5.9041, QPEps=2.3443) Iter 352: .........*(NumConst=138, SV=87, CEps=5.0513, QPEps=2.2954) Iter 353: .........*(NumConst=138, SV=86, CEps=4.2454, QPEps=2.1033) Iter 354: .........*(NumConst=139, SV=87, CEps=7.3462, QPEps=2.0960) Iter 355: .........*(NumConst=140, SV=83, CEps=6.5199, QPEps=2.0963) Iter 356: .........*(NumConst=141, SV=85, CEps=4.4103, QPEps=2.0709) Iter 357: .........*(NumConst=141, SV=83, CEps=3.3399, QPEps=1.6597) Iter 358: .........*(NumConst=142, SV=87, CEps=5.5173, QPEps=1.6513) Iter 359: .........*(NumConst=143, SV=87, CEps=6.1229, QPEps=1.6682) Iter 360: .........*(NumConst=141, SV=85, CEps=4.7088, QPEps=1.6669) Iter 361: .........*(NumConst=142, SV=82, CEps=4.5705, QPEps=1.6212) Iter 362: .........*(NumConst=143, SV=84, CEps=3.5563, QPEps=1.6355) Iter 363: .........*(NumConst=144, SV=87, CEps=4.8176, QPEps=1.6094) Iter 364: .........*(NumConst=145, SV=84, CEps=6.2968, QPEps=1.5778) Iter 365: .........*(NumConst=143, SV=89, CEps=3.6464, QPEps=1.6141) Iter 366: .........*(NumConst=143, SV=90, CEps=4.3368, QPEps=1.4669) Iter 367: .........*(NumConst=142, SV=88, CEps=5.2070, QPEps=1.5193) Iter 368: .........*(NumConst=141, SV=90, CEps=4.1990, QPEps=1.5953) Iter 369: .........*(NumConst=142, SV=86, CEps=3.1426, QPEps=1.5246) Iter 370: .........*(NumConst=141, SV=82, CEps=7.1130, QPEps=1.5339) Iter 371: .........*(NumConst=142, SV=81, CEps=4.1853, QPEps=1.5599) Iter 372: .........*(NumConst=140, SV=85, CEps=5.8661, QPEps=1.5191) Iter 373: .........*(NumConst=140, SV=83, CEps=7.0821, QPEps=1.4209) Iter 374: .........*(NumConst=141, SV=86, CEps=4.1818, QPEps=1.5556) Iter 375: .........*(NumConst=142, SV=85, CEps=5.2006, QPEps=1.2966) Iter 376: .........*(NumConst=143, SV=85, CEps=4.6218, QPEps=1.5171) Iter 377: .........*(NumConst=144, SV=88, CEps=3.8895, QPEps=1.5400) Iter 378: .........*(NumConst=145, SV=85, CEps=5.1035, QPEps=1.5307) Iter 379: .........*(NumConst=145, SV=87, CEps=4.2401, QPEps=1.5407) Iter 380: .........*(NumConst=146, SV=89, CEps=3.6403, QPEps=1.5390) Iter 381: .........*(NumConst=147, SV=88, CEps=4.0865, QPEps=1.5431) Iter 382: .........*(NumConst=147, SV=85, CEps=3.5961, QPEps=1.5131) Iter 383: .........*(NumConst=148, SV=83, CEps=4.3939, QPEps=1.5644) Iter 384: .........*(NumConst=149, SV=88, CEps=2.8532, QPEps=1.4100) Iter 385: .........*(NumConst=150, SV=83, CEps=4.4362, QPEps=1.2751) Iter 386: .........*(NumConst=150, SV=90, CEps=3.1933, QPEps=1.3872) Iter 387: .........*(NumConst=151, SV=86, CEps=3.7879, QPEps=1.4247) Iter 388: .........*(NumConst=152, SV=84, CEps=4.5209, QPEps=1.3811) Iter 389: .........*(NumConst=153, SV=85, CEps=3.3106, QPEps=1.3170) Iter 390: .........*(NumConst=153, SV=83, CEps=3.3695, QPEps=1.1403) Iter 391: .........*(NumConst=153, SV=82, CEps=2.9097, QPEps=1.3356) Iter 392: .........*(NumConst=153, SV=81, CEps=4.1035, QPEps=1.3388) Iter 393: .........*(NumConst=152, SV=83, CEps=2.1516, QPEps=1.0480) Iter 394: .........*(NumConst=152, SV=78, CEps=3.1159, QPEps=0.9006) Iter 395: .........*(NumConst=153, SV=79, CEps=2.7984, QPEps=1.0635) Iter 396: .........*(NumConst=154, SV=82, CEps=3.6833, QPEps=1.0282) Iter 397: .........*(NumConst=153, SV=82, CEps=3.4526, QPEps=1.0730) Iter 398: .........*(NumConst=154, SV=81, CEps=2.7418, QPEps=1.0558) Iter 399: .........*(NumConst=153, SV=82, CEps=3.0174, QPEps=1.0663) Iter 400: .........*(NumConst=154, SV=81, CEps=2.7940, QPEps=1.0707) Iter 401: .........*(NumConst=154, SV=87, CEps=3.1099, QPEps=1.0694) Iter 402: .........*(NumConst=153, SV=86, CEps=3.0131, QPEps=1.0686) Iter 403: .........*(NumConst=152, SV=88, CEps=3.8842, QPEps=1.0045) Iter 404: .........*(NumConst=151, SV=89, CEps=2.2623, QPEps=1.0442) Iter 405: .........*(NumConst=152, SV=85, CEps=3.9621, QPEps=1.0177) Iter 406: .........*(NumConst=152, SV=84, CEps=2.5898, QPEps=1.0700) Iter 407: .........*(NumConst=152, SV=87, CEps=2.4082, QPEps=1.0672) Iter 408: .........*(NumConst=152, SV=84, CEps=3.4473, QPEps=1.0632) Iter 409: .........*(NumConst=151, SV=87, CEps=2.7178, QPEps=1.0736) Iter 410: .........*(NumConst=152, SV=86, CEps=1.9004, QPEps=0.8655) Iter 411: .........*(NumConst=153, SV=86, CEps=3.1939, QPEps=0.9456) Iter 412: .........*(NumConst=154, SV=93, CEps=2.1527, QPEps=0.9404) Iter 413: .........*(NumConst=154, SV=92, CEps=3.9971, QPEps=0.9410) Iter 414: .........*(NumConst=155, SV=88, CEps=3.4455, QPEps=0.9028) Iter 415: .........*(NumConst=155, SV=86, CEps=2.3470, QPEps=0.9229) Iter 416: .........*(NumConst=156, SV=83, CEps=3.1587, QPEps=0.9366) Iter 417: .........*(NumConst=157, SV=88, CEps=2.0570, QPEps=0.9443) Iter 418: .........*(NumConst=155, SV=87, CEps=3.2701, QPEps=0.7822) Iter 419: .........*(NumConst=154, SV=85, CEps=2.3692, QPEps=0.9327) Iter 420: .........*(NumConst=154, SV=84, CEps=1.9564, QPEps=0.9204) Iter 421: .........*(NumConst=153, SV=84, CEps=2.4295, QPEps=0.9358) Iter 422: .........*(NumConst=153, SV=80, CEps=2.5455, QPEps=0.8923) Iter 423: .........*(NumConst=153, SV=83, CEps=2.0627, QPEps=0.9256) Iter 424: .........*(NumConst=153, SV=83, CEps=3.1488, QPEps=0.9326) Iter 425: .........*(NumConst=154, SV=87, CEps=2.4718, QPEps=0.8820) Iter 426: .........*(NumConst=154, SV=84, CEps=2.0022, QPEps=0.8816) Iter 427: .........*(NumConst=151, SV=85, CEps=1.7804, QPEps=0.8288) Iter 428: .........*(NumConst=151, SV=89, CEps=2.5264, QPEps=0.8270) Iter 429: .........*(NumConst=151, SV=87, CEps=3.3243, QPEps=0.8341) Iter 430: .........*(NumConst=152, SV=87, CEps=2.5448, QPEps=0.8692) Iter 431: .........*(NumConst=152, SV=85, CEps=2.3882, QPEps=0.8880) Iter 432: .........*(NumConst=153, SV=87, CEps=2.8513, QPEps=0.8635) Iter 433: .........*(NumConst=152, SV=88, CEps=1.8769, QPEps=0.8828) Iter 434: .........*(NumConst=151, SV=87, CEps=2.4336, QPEps=0.8835) Iter 435: .........*(NumConst=150, SV=86, CEps=2.3569, QPEps=0.8649) Iter 436: .........*(NumConst=149, SV=85, CEps=2.7003, QPEps=0.8653) Iter 437: .........*(NumConst=149, SV=92, CEps=1.6517, QPEps=0.8137) Iter 438: .........*(NumConst=149, SV=94, CEps=4.1656, QPEps=0.7994) Iter 439: .........*(NumConst=149, SV=94, CEps=2.8264, QPEps=0.8227) Iter 440: .........*(NumConst=149, SV=93, CEps=2.2394, QPEps=0.7845) Iter 441: .........*(NumConst=150, SV=95, CEps=2.4025, QPEps=0.6669) Iter 442: .........*(NumConst=150, SV=93, CEps=2.3318, QPEps=0.8227) Iter 443: .........*(NumConst=150, SV=95, CEps=2.6466, QPEps=0.7479) Iter 444: .........*(NumConst=150, SV=94, CEps=1.6755, QPEps=0.6504) Iter 445: .........*(NumConst=151, SV=89, CEps=1.5622, QPEps=0.7750) Iter 446: .........*(NumConst=149, SV=88, CEps=2.5424, QPEps=0.7779) Iter 447: .........*(NumConst=149, SV=89, CEps=2.3642, QPEps=0.7234) Iter 448: .........*(NumConst=150, SV=87, CEps=2.1820, QPEps=0.7444) Iter 449: .........*(NumConst=151, SV=88, CEps=2.2738, QPEps=0.7757) Iter 450: .........*(NumConst=152, SV=85, CEps=1.7746, QPEps=0.7585) Iter 451: .........*(NumConst=152, SV=85, CEps=2.5358, QPEps=0.7667) Iter 452: .........*(NumConst=153, SV=89, CEps=2.2313, QPEps=0.7572) Iter 453: .........*(NumConst=154, SV=92, CEps=2.5004, QPEps=0.7802) Iter 454: .........*(NumConst=155, SV=88, CEps=1.8460, QPEps=0.7109) Iter 455: .........*(NumConst=155, SV=87, CEps=1.7173, QPEps=0.7747) Iter 456: .........*(NumConst=156, SV=87, CEps=2.0772, QPEps=0.7591) Iter 457: .........*(NumConst=156, SV=87, CEps=1.8927, QPEps=0.5348) Iter 458: .........*(NumConst=157, SV=88, CEps=2.0955, QPEps=0.7472) Iter 459: .........*(NumConst=157, SV=90, CEps=1.6206, QPEps=0.7581) Iter 460: .........*(NumConst=157, SV=89, CEps=1.9446, QPEps=0.7678) Iter 461: .........*(NumConst=158, SV=91, CEps=2.1579, QPEps=0.7732) Iter 462: .........*(NumConst=158, SV=89, CEps=1.7853, QPEps=0.7322) Iter 463: .........*(NumConst=156, SV=88, CEps=1.7982, QPEps=0.6554) Iter 464: .........*(NumConst=156, SV=91, CEps=1.2368, QPEps=0.6167) Iter 465: .........*(NumConst=156, SV=90, CEps=2.8926, QPEps=0.5621) Iter 466: .........*(NumConst=157, SV=92, CEps=1.4371, QPEps=0.5586) Iter 467: .........*(NumConst=157, SV=85, CEps=1.9523, QPEps=0.6171) Iter 468: .........*(NumConst=157, SV=87, CEps=1.6428, QPEps=0.5965) Iter 469: .........*(NumConst=157, SV=91, CEps=1.2630, QPEps=0.5993) Iter 470: .........*(NumConst=157, SV=91, CEps=1.8556, QPEps=0.6068) Iter 471: .........*(NumConst=157, SV=92, CEps=1.1393, QPEps=0.5687) Iter 472: .........*(NumConst=157, SV=91, CEps=2.0011, QPEps=0.5526) Iter 473: .........*(NumConst=158, SV=87, CEps=1.3193, QPEps=0.5552) Iter 474: .........*(NumConst=159, SV=87, CEps=1.6624, QPEps=0.5535) Iter 475: .........*(NumConst=160, SV=89, CEps=1.3605, QPEps=0.4918) Iter 476: .........*(NumConst=160, SV=90, CEps=1.6651, QPEps=0.5423) Iter 477: .........*(NumConst=160, SV=88, CEps=1.4692, QPEps=0.5451) Iter 478: .........*(NumConst=159, SV=86, CEps=1.5657, QPEps=0.5227) Iter 479: .........*(NumConst=159, SV=87, CEps=1.8306, QPEps=0.5598) Iter 480: .........*(NumConst=158, SV=91, CEps=1.1969, QPEps=0.5499) Iter 481: .........*(NumConst=159, SV=91, CEps=1.6484, QPEps=0.5558) Iter 482: .........(NumConst=159, SV=91, CEps=0.9562, QPEps=0.5558) Final epsilon on KKT-Conditions: 0.95618 Upper bound on duality gap: 0.93560 Dual objective value: dval=475.95563 Primal objective value: pval=476.89124 Total number of constraints in final working set: 159 (of 481) Number of iterations: 482 Number of calls to 'find_most_violated_constraint': 86760 Number of SV: 91 Norm of weight vector: |w|=2.84886 Value of slack variable (on working set): xi=472.10927 Value of slack variable (global): xi=472.83322 Norm of longest difference vector: ||Psi(x,y)-Psi(x,ybar)||=2239.02233 Runtime in cpu-seconds: 27.66 Compacting linear model...done Writing learned model...done