#Boosting_iteration Training Set Deviance Test Set Deviance 1 92515.4103725 85467.8061298 2 83989.9107347 78615.415447 3 76852.7075963 72885.5846049 4 70736.165927 68015.1909663 5 65519.446375 63910.7478055 6 61144.852781 60413.304772 7 57456.8998051 57488.9305073 8 54129.4528192 54820.7013462 9 51438.7421665 52685.3197328 10 49005.7436928 50797.8261199 11 46897.4900349 49185.0201062 12 45026.7231709 47755.7721991 13 43414.6528371 46489.00963 14 41968.4966035 45371.3569048 15 40627.5707965 44365.3271045 16 39498.495646 43482.2284835 17 38411.9334527 42680.2384726 18 37448.0277261 41944.0558995 19 36572.9551867 41312.1435955 20 35867.3825834 40771.292839 21 35053.4506548 40215.7803499 22 34344.0376597 39717.5684115 23 33744.7914054 39312.6733337 24 33204.4296565 38951.3259169 25 32701.5005103 38601.9467815 26 32261.637059 38240.7711317 27 31871.8598245 37908.0172223 28 31464.2552778 37654.3144409 29 31135.5373805 37436.8360065 30 30817.9326671 37177.1570578 31 30524.7933067 37009.0388266 32 30248.9276078 36799.5389325 33 30003.6680134 36627.3236992 34 29773.1453574 36463.1366616 35 29574.2039622 36337.4935635 36 29305.1263666 36170.6865756 37 29091.0276546 36022.6889045 38 28924.7477094 35862.1496036 39 28662.5766922 35772.6920008 40 28485.8807527 35648.0396135 41 28293.9953518 35560.2992153 42 28184.5654382 35474.0489066 43 27996.1695147 35398.2125016 44 27870.195123 35305.1869081 45 27750.484112 35244.844268 46 27653.9185897 35187.5920523 47 27520.6438777 35110.2883097 48 27417.6042655 35042.273192 49 27341.9827652 34992.1801317 50 27104.0151423 34961.5541952 51 27008.0327969 34897.7480962 52 26903.5690109 34830.0588528 53 26823.2603356 34784.5344856 54 26707.5022522 34736.1227363 55 26640.178271 34695.9607197 56 26575.8100091 34646.905945 57 26484.1909414 34607.2709106 58 26403.4568175 34531.82297 59 26323.991411 34488.5600189 60 26272.6651844 34461.5515246 61 26220.8757446 34436.6962553 62 26056.7996612 34481.5091871 63 25991.7171203 34447.4852164 64 25939.3743173 34419.650387 65 25889.2273983 34383.5283355 66 25835.2460177 34332.2114025 67 25771.2558722 34308.4522172 68 25704.2322797 34253.3091004 69 25656.3980052 34210.0156429 70 25534.5649954 34351.9974124 71 25491.3753004 34316.5936595 72 25449.9119752 34294.2344245 73 25405.3518225 34270.8297991 74 25354.6076929 34251.4807213 75 25287.9447369 34187.539141 76 25233.0819464 34152.9800349 77 25196.5854316 34132.9787118 78 25153.3059898 34092.761877 79 25112.1583624 34062.5684715 80 25050.0297117 34026.7824918 81 25009.2995627 34012.3128371 82 24975.7029028 33998.7172951 83 24924.5122626 33982.8266319 84 24884.633337 33952.4617578 85 24846.8620958 33947.7857359 86 24800.5075324 33930.1412168 87 24761.051413 33913.234121 88 24712.3845334 33900.3210468 89 24638.7102363 34082.9061927 90 24586.0415969 34051.3436305 91 24542.6980367 34024.4168096 92 24505.34508 34000.3818789 93 24470.4425137 33983.0639637 94 24437.7675986 33974.7705982 95 24407.283668 33950.9796969 96 24362.6464903 33913.6080933 97 24326.7741423 33885.7634398 98 24287.4190564 33866.316538 99 24255.4378013 33845.9942625 100 24216.1491267 33827.6919139 101 24193.8364965 33818.8268245 102 24162.891697 33806.8075792 103 24132.4344072 33795.3419243 104 24099.7079004 33771.877231 105 24052.6803101 33721.6842985 106 24027.1702097 33709.6938364 107 23997.9630758 33699.7700027 108 23946.2860515 33875.6936539 109 23914.2768264 33855.5809475 110 23865.2614804 33906.2305032 111 23836.3730845 33893.9295972 112 23809.551074 33884.1172197 113 23780.420487 33853.5417611 114 23757.6554269 33846.0390061 115 23731.8440515 33832.949715 116 23694.0514154 33819.9476241 117 23665.489827 33800.5468988 118 23640.1752352 33787.8979911 119 23615.4357363 33787.6549204 120 23591.123686 33773.7034531 121 23552.80054 33730.7468297 122 23529.5707341 33725.2717642 123 23503.9981907 33712.4152249 124 23482.7808577 33705.5747591 125 23457.3916633 33700.3662373 126 23429.1181269 33682.2103985 127 23413.5493848 33670.9628117 128 23387.1566607 33654.7478861 129 23366.0813465 33637.4060513 130 23344.6442041 33631.0732669 131 23318.0308379 33608.4097437 132 23294.231706 33586.3242104 133 23275.8328799 33579.1083044 134 23251.9429204 33565.7665798 135 23231.1543847 33556.0368905 136 23212.468971 33548.480178 137 23189.6110914 33537.8071399 138 23169.675479 33524.2965738 139 23141.9970028 33512.2259462 140 23125.3351618 33496.9296323 141 23107.1304481 33484.2422623 142 23083.6628555 33463.1047096 143 23062.6119277 33450.8153695 144 23039.1764916 33437.4256005 145 23015.4912123 33430.176367 146 22995.1296898 33420.5161307 147 22967.2132015 33398.4120828 148 22951.0859398 33385.4695224 149 22931.9751185 33374.3246422 150 22913.3444747 33367.1765805 151 22896.893907 33360.8558703 152 22879.8942966 33354.0126227 153 22852.4193167 33325.2707804 154 22831.8722461 33312.9700901 155 22810.8244757 33292.2594048 156 22792.7695701 33286.0204787 157 22766.7468777 33276.7310542 158 22748.391888 33269.6825456 159 22718.9330824 33253.0295838 160 22701.7347077 33244.2742934 161 22686.346683 33241.3587396 162 22670.0880353 33219.4625464 163 22654.749246 33201.6447104 164 22637.3336547 33195.7904868 165 22618.7666896 33183.273521 166 22603.3334609 33177.0651809 167 22585.7574217 33172.7431051 168 22572.2430145 33166.9236502 169 22561.4765388 33162.3078267 170 22538.0677713 33153.2315825 171 22516.1023196 33131.9191875 172 22495.6026997 33108.4881316 173 22479.3136606 33104.5031841 174 22462.5069715 33094.0432978 175 22446.7050288 33084.2369985 176 22431.6185027 33082.6851828 177 22414.0985975 33074.6830115 178 22396.784352 33065.6679498 179 22384.6214098 33054.1682016 180 22362.5441098 33050.2438509 181 22346.4742982 33042.6957132 182 22323.8787842 33030.9204547 183 22307.9696891 33022.9638063 184 22294.372659 33023.3588159 185 22276.8799681 33015.6378829 186 22261.1806524 33007.3712039 187 22247.2356212 32999.1015224 188 22232.5734468 32993.8807209 189 22214.2324397 32987.0238654 190 22198.9230644 32978.7997479 191 22187.8580617 32974.5267895 192 22171.9882239 32963.8381784 193 22161.210522 32956.7175759 194 22145.8312449 32940.3840738 195 22132.2282949 32935.8531281 196 22112.7079866 32933.724344 197 22094.0081532 32923.4670068 198 22076.8489102 32916.6395525 199 22057.9769772 32914.4704077 200 22037.8371581 32904.9617745