#Boosting_iteration Training Set Deviance Test Set Deviance 1 102381.222112 93403.3875528 2 101839.951198 92962.8311375 3 101304.05774 92531.512554 4 100773.441354 92099.7470484 5 100248.096519 91677.0493629 6 99727.924372 91253.8998618 7 99212.919963 90839.6512476 8 98702.9859245 90424.9463217 9 98198.1178615 90018.9783716 10 97698.2198771 89612.5499986 11 97203.2881152 89214.6976574 12 96713.17738 88817.7369085 13 96227.8323939 88427.6876194 14 95747.0719819 88040.9781726 15 95270.9833929 87658.4703879 16 94799.3532377 87279.6154806 17 94332.2879159 86905.8377259 18 93869.560836 86532.4953091 19 93411.239325 86164.9932573 20 92957.1547108 85800.4618351 21 92507.3914738 85441.3460803 22 92061.7028129 85082.5451327 23 91620.3196609 84729.4987401 24 91182.9260987 84380.5543085 25 90749.671935 84032.0507363 26 90320.4397094 83687.3969341 27 89895.2665564 83349.8747379 28 89473.9585941 83009.5799623 29 89056.6427776 82675.9919011 30 88643.1810028 82346.1422216 31 88232.5491115 82018.4588597 32 87829.6896523 81698.0377524 33 87430.8487161 81380.8534622 34 87030.4163503 81061.9111038 35 86638.4068887 80750.2038299 36 86244.6749278 80437.8640251 37 85859.4066109 80131.5633427 38 85477.9813456 79828.3574885 39 85093.6240135 79519.7108433 40 84718.7277755 79221.7443556 41 84340.7690569 78922.003862 42 83972.3231463 78629.2095736 43 83607.5524837 78339.3743434 44 83238.4603222 78046.4418956 45 82879.926703 77761.6020601 46 82517.0534467 77470.2874788 47 82164.6602537 77190.3737541 48 81815.7821827 76913.2895856 49 81461.4591417 76632.3789793 50 81112.1146063 76351.6161457 51 80771.3994332 76083.9563566 52 80434.7122139 75816.6729896 53 80091.4663227 75544.3705808 54 79759.7466946 75283.873048 55 79422.3257614 75017.4503915 56 79089.5308536 74750.4124014 57 78763.8742265 74486.9408797 58 78442.6152124 74232.6861083 59 78118.5006311 73972.4045389 60 77800.4125209 73717.839772 61 77478.4006322 73462.5396913 62 77162.2014417 73209.0431091 63 76853.8507311 72964.9210056 64 76542.9377321 72716.2327638 65 76238.2067706 72469.8379655 66 75928.4975664 72225.5678768 67 75628.1151866 71986.2095453 68 75323.4579081 71744.9449531 69 75024.6183201 71505.4971203 70 74731.4279802 71272.1447187 71 74440.2743572 71037.2419667 72 74144.9417151 70802.1790346 73 73855.0934442 70569.7827281 74 73564.5763226 70337.2323202 75 73279.9281167 70107.0150369 76 72999.9636448 69883.2159035 77 72716.3337468 69659.7253505 78 72437.8569156 69436.5480262 79 72162.1761303 69216.5725723 80 71890.6374952 69000.8431244 81 71615.4914351 68780.1771545 82 71345.8641489 68563.9104321 83 71071.2965855 68348.3767216 84 70804.7785659 68138.1221145 85 70544.0997999 67927.9921334 86 70280.10528 67718.2611323 87 70022.607927 67512.2721639 88 69760.2589062 67301.6666553 89 69508.5185856 67099.6002117 90 69246.7805902 66893.1920106 91 68998.5982906 66693.2677909 92 68745.9214266 66492.5289914 93 68496.0237413 66292.6971881 94 68251.7118174 66098.0775765 95 68009.1809401 65902.8266663 96 67759.2197899 65705.8732552 97 67520.3531482 65516.0642752 98 67282.3292545 65323.7436265 99 67041.3938429 65130.4625198 100 66808.1867986 64943.097358 101 66569.0891605 64754.3262429 102 66334.8878587 64568.0271543 103 66106.5723379 64387.063958 104 65882.0411184 64208.5042636 105 65657.9904177 64029.2973401 106 65429.4332338 63846.0555847 107 65211.2071341 63670.8632356 108 64983.217205 63489.1700706 109 64762.9401351 63313.3354052 110 64545.2691728 63139.5586516 111 64325.47335 62963.1451392 112 64113.6306943 62794.8889351 113 63900.9883448 62625.0028721 114 63683.2328598 62455.5575768 115 63473.9531969 62289.9373084 116 63266.1465873 62124.3669918 117 63062.6490369 61963.4628311 118 62850.9253218 61796.1501145 119 62648.1439854 61636.0151611 120 62447.01599 61476.1039151 121 62243.8134753 61315.4370536 122 62046.0968823 61157.9074605 123 61852.104464 61004.4106548 124 61656.5204999 60847.8957736 125 61455.351395 60688.226397 126 61263.6401721 60536.8288903 127 61072.5641711 60386.1735867 128 60872.988595 60225.4414603 129 60687.6114505 60078.3164987 130 60502.363329 59929.5090827 131 60318.0903586 59783.3040091 132 60127.0865539 59634.9796191 133 59944.2236051 59488.6785141 134 59766.1238578 59348.1162617 135 59579.3030297 59198.7028632 136 59401.7916841 59058.9375616 137 59225.922311 58919.5568692 138 59049.6565862 58778.7660961 139 58868.3737037 58634.4640074 140 58698.4373983 58498.2346017 141 58520.891144 58354.4368292 142 58343.6461945 58214.3793847 143 58175.5934691 58081.4782424 144 58006.4073462 57944.2226241 145 57834.0731693 57804.5204715 146 57669.7440345 57672.2483975 147 57495.4602852 57537.3845137 148 57327.0970378 57399.667364 149 57164.1591833 57269.9190003 150 57006.4684199 57143.1149801 151 56840.0061841 57010.2694649 152 56676.2677604 56878.8544752 153 56517.7189777 56751.106784 154 56354.784516 56626.4241047 155 56200.850783 56502.7777678 156 56036.9653484 56371.7212653 157 55884.6676939 56251.2603369 158 55728.2332977 56125.9310602 159 55568.4889548 55998.9022782 160 55420.0739454 55879.8447043 161 55262.2222595 55753.7338509 162 55108.4449827 55633.0525965 163 54960.6035918 55513.5279648 164 54818.2346158 55400.6720771 165 54666.7585286 55281.5516134 166 54519.2046303 55164.7393221 167 54378.1327081 55051.1057338 168 54235.4927011 54935.8919789 169 54086.3194937 54817.6502617 170 53938.76049 54700.4779736 171 53801.6455509 54588.3499435 172 53655.843039 54472.1199665 173 53512.9477837 54362.9371728 174 53375.7270977 54254.6802286 175 53244.1433396 54149.7642921 176 53102.3515802 54038.3360832 177 52961.8939182 53927.8653727 178 52833.0887232 53822.5004582 179 52697.8470959 53714.811135 180 52568.4633443 53610.3385589 181 52433.0631182 53507.1194372 182 52301.6306475 53403.564759 183 52175.5444241 53303.1925492 184 52047.8551433 53200.3334251 185 51914.9866484 53095.947331 186 51786.4153571 52994.5363202 187 51663.816425 52893.8196538 188 51534.8295153 52793.5283721 189 51412.4108109 52697.033483 190 51283.7666551 52595.568164 191 51164.8489731 52503.3177524 192 51041.6378083 52405.9256447 193 50915.9477326 52308.6039917 194 50800.7988172 52215.2069583 195 50682.4194569 52120.0319717 196 50563.2815155 52026.1941494 197 50442.8137623 51933.7948412 198 50329.1755155 51843.5080212 199 50215.8772529 51752.3013427 200 50093.17122 51656.451522