#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	33079.4290018
177	22414.0985975	33071.4279121
178	22396.784352	33062.4140421
179	22384.6214098	33050.9734484
180	22362.5441098	33047.0573387
181	22346.4742982	33039.5066555
182	22323.8787842	33027.7570131
183	22307.9696891	33019.7963797
184	22294.372659	33020.2060523
185	22276.8799681	33012.4813803
186	22261.1806524	33004.2147013
187	22247.2356212	32995.9532137
188	22232.5734468	32990.7483084
189	22214.2324397	32983.8903208
190	22198.9230644	32975.6492769
191	22187.8580617	32971.3692317
192	22171.9882239	32960.6804362
193	22161.210522	32953.5565189
194	22145.8312449	32937.2376534
195	22132.2282949	32932.715245
196	22112.7079866	32930.5902558
197	22094.0081532	32920.3329186
198	22076.8489102	32913.516951
199	22057.9769772	32911.3553965
200	22037.8371581	32901.857962
201	22024.9135939	32897.4454867
202	22011.7529841	32892.450348
203	21999.5435076	32888.0423038
204	21984.6810987	32876.9439258
205	21973.5981722	32872.8216597
206	21960.2740356	32860.7149281
207	21947.8724878	32851.1118567
208	21935.6721108	32844.9643244
209	21923.4119704	32836.9302066
210	21907.2152601	32827.2368199
211	21894.0569583	32819.4608239
212	21884.0134796	32814.2352674
213	21874.2620491	32809.7436184
214	21860.4686189	32806.2785835
215	21846.9444696	32798.7116442
216	21833.606446	32792.6588803
217	21821.3939369	32790.8714802
218	21806.7047991	32789.8611024
219	21797.2955772	32787.4313262
220	21774.7295277	32767.6894298
221	21761.5807867	32754.5305569
222	21750.6952313	32748.8718039
223	21737.4235263	32853.8056712
224	21718.2785595	32851.8133788
225	21705.4746451	32853.5423324
226	21689.9766327	32851.9377688
227	21676.8874894	32858.2534597
228	21654.7521736	32846.8553632
229	21642.6412418	32843.2721668
230	21626.815641	32835.0613329
231	21618.6406105	32828.5280724
232	21604.5844362	32818.5936419
233	21593.1749618	32814.9854326
234	21582.4472373	32805.5865746
235	21568.8235212	32802.0854425
236	21556.2635298	32791.0617095
237	21542.1526489	32786.8254238
238	21532.0306223	32783.5134856
239	21519.1161659	32780.7169275
240	21508.3363732	32776.9482758
241	21491.6359042	32763.7418175
242	21479.3699846	32760.3199401
243	21470.0366961	32755.8776805
244	21458.0037362	32752.556559
245	21443.4774921	32848.4223741
246	21433.9789089	32845.9107818
247	21421.9489429	32843.352932
248	21413.3162506	32846.8873224
249	21402.7135214	32846.0295415
250	21388.8664996	32836.849742
251	21375.3601628	32833.7039556
252	21365.6911576	32827.5272278
253	21355.6684301	32820.7612897
254	21338.4333612	32813.6937459
255	21325.9456191	32814.5816553
256	21317.7461756	32814.2291084
257	21307.418765	32800.1830635
258	21295.2092467	32800.7717335
259	21285.0335153	32804.8584133
260	21275.6809706	32800.5203096
261	21264.4628429	32794.9542944
262	21257.3103562	32789.3003609
263	21250.529808	32786.0854897
264	21238.61358	32778.4515133
265	21228.3683597	32774.1180794
266	21218.1899332	32766.628001
267	21209.5375523	32763.4746508
268	21199.364765	32759.7072959
269	21190.2356894	32755.2867403
270	21178.5262218	32748.1662159
271	21168.9875166	32741.9996727
272	21155.3912495	32723.5984684
273	21145.4529051	32722.084812
274	21131.3853959	32717.7974293
275	21115.1577966	32706.9777305
276	21101.6804679	32700.8660448
277	21092.4691817	32696.8704498
278	21083.8675504	32698.7753697
279	21075.0248097	32701.2902639
280	21065.2723031	32704.5669273
281	21055.7593156	32706.2577311
282	21048.0781973	32708.0167665
283	21034.6002957	32708.2152669
284	21025.1203447	32703.5426089
285	21017.9811524	32701.7545154
286	21008.0663388	32699.6599967
287	20996.5277621	32699.2689921
288	20988.5392187	32690.4377039
289	20975.8172782	32687.0766646
290	20966.7800863	32687.6446296
291	20956.8045656	32770.8311901
292	20947.181876	32760.5209723
293	20936.9009103	32761.2381906
294	20921.5115154	32744.0132798
295	20912.7730393	32744.2261497
296	20901.7561716	32730.9782588
297	20890.8235665	32726.9207488
298	20881.2625041	32726.5313213
299	20872.1611318	32810.2610255
300	20863.9779348	32804.9926901
301	20853.4284177	32805.758915
302	20844.4217034	32810.7603005
303	20839.2720386	32808.5569945
304	20828.8029221	32809.158944
305	20814.3124392	32801.8684258
306	20802.1432709	32795.6494425
307	20793.1823031	32788.0449275
308	20784.9741325	32781.8277903
309	20774.7436233	32780.4675773
310	20765.330473	32775.4844519
311	20758.006585	32777.2854107
312	20745.442037	32772.17217
313	20735.7853501	32769.6413478
314	20726.6978642	32766.0567315
315	20720.6034435	32765.1987496
316	20710.2096631	32756.4191271
317	20700.5674188	32748.8758622
318	20691.3893494	32744.9253235
319	20683.0999295	32744.2044326
320	20676.0091788	32739.5797645
321	20668.6228485	32733.8191552
322	20661.496645	32729.1870665
323	20649.4942536	32726.6890361
324	20639.3384242	32724.1354355
325	20630.8022321	32717.2690894
326	20618.8471399	32709.1246974
327	20610.1332164	32702.422657
328	20602.8662332	32698.9227132
329	20595.9544804	32692.6725894
330	20588.9721521	32691.1335677
331	20579.5709352	32694.9564945
332	20569.4926669	32690.5835099
333	20562.1262532	32689.5658888
334	20552.0847106	32692.9521844
335	20543.8944772	32691.4233976
336	20533.0565576	32686.2173648
337	20524.2573098	32688.0424501
338	20515.4919529	32687.2615919
339	20509.1326331	32689.0854757
340	20502.977967	32688.3304829
341	20495.5862952	32765.029264
342	20486.1033143	32762.8216625
343	20480.1752896	32765.3363474
344	20473.6501295	32760.8651
345	20463.5617305	32748.1638892
346	20455.6276126	32749.9703395
347	20448.6680695	32820.6142446
348	20440.2847271	32822.5474533
349	20432.0384161	32822.845279
350	20420.6097175	32818.9513719
351	20416.3732958	32817.0154817
352	20410.4895978	32812.9542545
353	20402.2326631	32814.318659
354	20395.620273	32812.157052
355	20389.3760333	32810.2741457
356	20379.6940583	32794.4601491
357	20371.953214	32793.9791961
358	20365.6978241	32862.4780078
359	20359.873053	32859.0266131
360	20350.3045964	32857.5122697
361	20341.2553667	32855.7774547
362	20332.9020617	32854.9864291
363	20324.3070138	32844.8283337
364	20314.9139027	32836.3338668
365	20306.1905589	32834.5375239
366	20301.4537129	32825.4170816
367	20293.5429636	32816.097021
368	20286.0159684	32816.3306224
369	20279.7494343	32816.0844798
370	20272.2396493	32811.4683391
371	20265.4613631	32804.2545057
372	20259.0792797	32805.6054551
373	20255.6930045	32806.2633605
374	20247.280912	32813.413566
375	20239.7191092	32813.8518095
376	20233.6467194	32811.8238611
377	20226.1872779	32810.1390335
378	20221.6152498	32816.1975913
379	20215.2414979	32810.9613053
380	20207.5761406	32808.4051166
381	20200.8993774	32807.1158484
382	20193.0062175	32803.8930293
383	20186.3750946	32798.28714
384	20171.4427755	32794.652191
385	20164.7555782	32793.7692914
386	20159.9665216	32795.0868823
387	20152.6788689	32790.8012387
388	20148.2904307	32846.7792102
389	20142.1117411	32846.5102292
390	20135.78379	32844.8007459
391	20128.5155793	32843.9250825
392	20117.6563632	32844.8621778
393	20111.1769377	32845.1483367
394	20105.0542953	32839.2820233
395	20099.6116705	32835.9963651
396	20095.1427221	32833.3966393
397	20086.5183975	32827.9301355
398	20080.0546729	32829.7321083
399	20074.7589353	32827.4990351
400	20069.259426	32823.8844823
401	20059.8040282	32819.138941
402	20051.8508319	32813.3764456
403	20046.8594605	32811.6502633
404	20034.4278272	32813.4532305
405	20027.3259803	32815.9685505
406	20019.9516284	32815.0250775
407	20010.7431415	32813.2960543
408	20003.2533377	32808.5043258
409	19997.8831894	32808.8456582
410	19992.5441616	32808.9124593
411	19989.1052067	32808.5552127
412	19983.1208185	32811.3271509
413	19971.1283838	32811.4125142
414	19964.5151173	32807.8107502
415	19957.7645196	32810.7085543
416	19951.9637228	32809.9934179
417	19945.8069402	32805.5735995
418	19938.1632781	32807.6280061
419	19933.7077293	32806.247834
420	19929.5614784	32806.1211114
421	19919.4713804	32809.1113947
422	19914.33	32808.2820966
423	19905.2393225	32805.7678956
424	19897.7110241	32796.2615742
425	19889.8877758	32793.8220883
426	19881.4730844	32787.7040349
427	19876.2232292	32788.5180641
428	19870.7934322	32785.7977444
429	19865.2848826	32793.2294621
430	19858.6758566	32793.7198667
431	19853.8740024	32793.5226244
432	19847.4522282	32792.4448667
433	19840.232433	32782.5941146
434	19835.2977861	32778.956252
435	19832.3442315	32780.0869009
436	19825.6998705	32777.9949169
437	19820.3403166	32776.5556853
438	19813.7195989	32771.5864117
439	19804.1054563	32767.6083675
440	19798.6349089	32771.396585
441	19794.0344771	32772.2108119
442	19786.3421184	32772.4425059
443	19779.6231593	32769.2590865
444	19772.8640891	32762.5391452
445	19765.5426364	32763.2875119
446	19760.3006308	32761.9721972
447	19754.8216281	32764.5009469
448	19746.3851289	32757.2237901
449	19737.7263869	32757.6287648
450	19733.6594523	32754.6664791
451	19725.2710705	32755.3514061
452	19716.6253073	32751.0414123
453	19709.5748684	32754.1381525
454	19703.1584541	32757.2326637
455	19695.9573519	32752.767222
456	19689.7398317	32755.3912842
457	19682.9076427	32756.1914012
458	19676.3894817	32752.0957805
459	19668.4361576	32750.1784203
460	19659.0507967	32753.3306891
461	19649.5446165	32744.2922545
462	19644.2442715	32744.9927512
463	19637.6822673	32740.8404003
464	19630.9158954	32739.8440796
465	19623.4688721	32739.7853912
466	19616.0662862	32735.5474086
467	19610.3357483	32732.4163444
468	19609.5200972	32731.1597683
469	19602.6796925	32726.8881006
470	19598.031345	32728.0569829
471	19592.6653598	32728.5591925
472	19588.4988301	32730.6196331
473	19583.4501154	32732.3824036
474	19577.7808731	32735.6019707
475	19568.4090405	32738.5348412
476	19562.6615304	32741.6785074
477	19557.4160035	32735.5409283
478	19553.3882274	32733.4935233
479	19544.409681	32727.1745367
480	19538.2235743	32724.7435692
481	19531.321798	32723.5312844
482	19524.10064	32726.469928
483	19519.5579642	32728.9411676
484	19513.465751	32728.5887617
485	19508.3630971	32726.9416445
486	19498.5219942	32714.9557104
487	19492.8568736	32712.8529943
488	19484.7104574	32704.1972237
489	19475.0982789	32706.8639993
490	19467.3260726	32706.6507192
491	19460.0218799	32706.4129735
492	19453.2631543	32704.0206214
493	19446.2414848	32702.0740254
494	19441.8911724	32700.1155239
495	19431.5842145	32696.1236932
496	19426.6576524	32694.7420926
497	19419.4155001	32697.766746
498	19414.3517753	32694.1781225
499	19409.227301	32690.0752382
500	19401.3549582	32693.6755524