#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	40213.6195452
22	34344.0376597	39719.5389468
23	33744.7914054	39315.4901264
24	33204.4296565	38954.8201256
25	32701.5005103	38606.1638738
26	32261.637059	38245.7805177
27	31871.8598245	37913.992585
28	31464.2552778	37660.8162701
29	31135.5373805	37444.0016232
30	30817.9326671	37185.2116789
31	30524.7933067	37020.3967686
32	30248.9276078	36811.4571441
33	30003.6680134	36639.6331521
34	29773.1453574	36476.1386046
35	29574.2039622	36350.7080853
36	29305.1263666	36184.1890861
37	29091.0276546	36036.4122982
38	28924.7477094	35876.1191426
39	28662.5766922	35786.7856292
40	28485.8807527	35664.6468625
41	28293.9953518	35577.4796219
42	28184.5654382	35491.6835298
43	27996.1695147	35416.1693162
44	27870.195123	35323.4607176
45	27750.484112	35263.3999124
46	27653.9185897	35206.3743714
47	27520.6438777	35129.0669719
48	27417.6042655	35061.3338378
49	27341.9827652	35011.4056593
50	27104.0151423	34986.826023
51	27008.0327969	34923.1534747
52	26903.5690109	34855.518052
53	26823.2603356	34810.2611387
54	26707.5022522	34761.8930494
55	26640.178271	34722.1004166
56	26575.8100091	34672.9168878
57	26484.1909414	34633.5020809
58	26403.4568175	34558.0807326
59	26323.991411	34514.8159365
60	26272.6651844	34487.745511
61	26220.8757446	34462.8584986
62	26056.7996612	34517.5525303
63	25991.7171203	34483.8292718
64	25939.3743173	34456.0134532
65	25889.2273983	34420.3147899
66	25835.2460177	34369.2332217
67	25771.2558722	34345.526545
68	25704.2322797	34290.4772424
69	25656.3980052	34247.3234982
70	25534.5649954	34398.0114386
71	25491.3753004	34362.59667
72	25449.9119752	34340.3255566
73	25405.3518225	34316.95979
74	25354.6076929	34297.6570889
75	25287.9447369	34233.7493182
76	25233.0819464	34199.3578919
77	25196.5854316	34179.2777485
78	25153.3059898	34139.1980495
79	25112.1583624	34109.1725394
80	25050.0297117	34073.3783205
81	25009.2995627	34058.9807713
82	24975.7029028	34045.3963685
83	24924.5122626	34029.4824829
84	24884.633337	33999.1192414
85	24846.8620958	33995.1608426
86	24800.5075324	33977.5329539
87	24761.051413	33960.6991623
88	24712.3845334	33947.8048277
89	24638.7102363	34137.1473483
90	24586.0415969	34105.5059603
91	24542.6980367	34078.6102708
92	24505.34508	34054.663452
93	24470.4425137	34037.4398311
94	24437.7675986	34029.1592772
95	24407.283668	34005.3558748
96	24362.6464903	33967.921019
97	24326.7741423	33939.9946747
98	24287.4190564	33920.5434652
99	24255.4378013	33900.1401936
100	24216.1491267	33881.9003086
101	24193.8364965	33873.0823027
102	24162.891697	33861.0505232
103	24132.4344072	33849.583142
104	24099.7079004	33826.1380375
105	24052.6803101	33775.9653941
106	24027.1702097	33764.077133
107	23997.9630758	33754.6400809
108	23946.2860515	33935.7861508
109	23914.2768264	33915.7687019
110	23865.2614804	33968.9112511
111	23836.3730845	33956.716791
112	23809.551074	33946.5655466
113	23780.420487	33915.9401855
114	23757.6554269	33908.4699609
115	23731.8440515	33895.4207385
116	23694.0514154	33882.4138048
117	23665.489827	33863.1754323
118	23640.1752352	33850.5650163
119	23615.4357363	33850.3217169
120	23591.123686	33837.064005
121	23552.80054	33794.1653889
122	23529.5707341	33788.7014508
123	23503.9981907	33776.0086802
124	23482.7808577	33769.2233311
125	23457.3916633	33764.0466146
126	23429.1181269	33745.793365
127	23413.5493848	33734.5959246
128	23387.1566607	33718.3983333
129	23366.0813465	33700.9955726
130	23344.6442041	33694.6900212
131	23318.0308379	33672.0636566
132	23294.231706	33649.9084177
133	23275.8328799	33642.6627741
134	23251.9429204	33629.4871734
135	23231.1543847	33619.7827739
136	23212.468971	33612.2697756
137	23189.6110914	33601.586649
138	23169.675479	33588.2778585
139	23141.9970028	33576.1617038
140	23125.3351618	33560.8235844
141	23107.1304481	33548.1597501
142	23083.6628555	33526.9835119
143	23062.6119277	33514.800757
144	23039.1764916	33501.5186684
145	23015.4912123	33494.2530198
146	22995.1296898	33484.8347484
147	22967.2132015	33462.7099584
148	22951.0859398	33449.5129109
149	22931.9751185	33438.4263792
150	22913.3444747	33431.3317357
151	22896.893907	33424.999804
152	22879.8942966	33418.23024
153	22852.4193167	33389.4858599
154	22831.8722461	33377.16282
155	22810.8244757	33356.4240409
156	22792.7695701	33350.2759312
157	22766.7468777	33340.9127692
158	22748.391888	33333.8216085
159	22718.9330824	33317.2587635
160	22701.7347077	33308.5315514
161	22686.346683	33305.6182553
162	22670.0880353	33283.5469516
163	22654.749246	33265.5326711
164	22637.3336547	33259.6746077
165	22618.7666896	33247.3795881
166	22603.3334609	33241.1795021
167	22585.7574217	33236.8666758
168	22572.2430145	33231.0934785
169	22561.4765388	33226.4733756
170	22538.0677713	33217.285682
171	22516.1023196	33195.8743756
172	22495.6026997	33172.397651
173	22479.3136606	33168.4674405
174	22462.5069715	33158.1492985
175	22446.7050288	33148.3114428
176	22431.6185027	33144.7849984
177	22414.0985975	33136.7472817
178	22396.784352	33127.7732523
179	22384.6214098	33116.3362372
180	22362.5441098	33112.3857274
181	22346.4742982	33104.7570173
182	22323.8787842	33093.0173935
183	22307.9696891	33085.1648528
184	22294.372659	33086.10291
185	22276.8799681	33078.3319782
186	22261.1806524	33070.0037836
187	22247.2356212	33061.8585496
188	22232.5734468	33056.6493081
189	22214.2324397	33049.8199891
190	22198.9230644	33041.6483598
191	22187.8580617	33037.1160262
192	22171.9882239	33026.4492977
193	22161.210522	33019.3407353
194	22145.8312449	33002.9388387
195	22132.2282949	32998.7755898
196	22112.7079866	32996.6456936
197	22094.0081532	32986.4429215
198	22076.8489102	32979.5975487
199	22057.9769772	32977.5210039
200	22037.8371581	32968.0811149
201	22024.9135939	32963.6818172
202	22011.7529841	32958.7332644
203	21999.5435076	32954.3195387
204	21984.6810987	32943.1864426
205	21973.5981722	32939.1126577
206	21960.2740356	32927.0607318
207	21947.8724878	32917.48269
208	21935.6721108	32911.3555734
209	21923.4119704	32903.297163
210	21907.2152601	32893.5222041
211	21894.0569583	32885.6713211
212	21884.0134796	32880.5112691
213	21874.2620491	32876.0231579
214	21860.4686189	32872.7701635
215	21846.9444696	32865.1183369
216	21833.606446	32859.2632571
217	21821.3939369	32857.4103842
218	21806.7047991	32856.6234619
219	21797.2955772	32854.142952
220	21774.7295277	32834.4328511
221	21761.5807867	32821.3082918
222	21750.6952313	32815.6634002
223	21737.4235263	32922.9976315
224	21718.2785595	32920.9730497
225	21705.4746451	32922.8484292
226	21689.9766327	32921.2152439
227	21676.8874894	32927.5755836
228	21654.7521736	32916.1534364
229	21642.6412418	32912.620102
230	21626.815641	32904.415569
231	21618.6406105	32893.9759123
232	21604.5844362	32883.9925645
233	21593.1749618	32880.1665075
234	21582.4472373	32870.8204708
235	21568.8235212	32867.2615805
236	21556.2635298	32856.1354825
237	21542.1526489	32851.9139127
238	21532.0306223	32848.6937527
239	21519.1161659	32845.7837707
240	21508.3363732	32841.9886776
241	21491.6359042	32828.5972786
242	21479.3699846	32825.1992985
243	21470.0366961	32820.8295201
244	21458.0037362	32817.5981452
245	21443.4774921	32915.6324416
246	21433.9789089	32913.0887755
247	21421.9489429	32910.5134272
248	21413.3162506	32914.0607826
249	21402.7135214	32913.3872488
250	21388.8664996	32904.2375609
251	21375.3601628	32901.0896685
252	21365.6911576	32894.9216651
253	21355.6684301	32888.2881166
254	21338.4333612	32881.2125883
255	21325.9456191	32882.1406625
256	21317.7461756	32881.7943729
257	21307.418765	32867.7275843
258	21295.2092467	32868.3199286
259	21285.0335153	32872.3941643
260	21275.6809706	32868.1290859
261	21264.4628429	32862.5783557
262	21257.3103562	32856.93237
263	21250.529808	32851.5810816
264	21238.61358	32843.9226648
265	21228.3683597	32839.4353793
266	21218.1899332	32831.8532335
267	21209.5375523	32828.5029464
268	21199.364765	32824.7452819
269	21190.2356894	32820.3001013
270	21178.5262218	32813.1273518
271	21168.9875166	32806.9618906
272	21155.3912495	32788.6494329
273	21145.4529051	32787.2380275
274	21131.3853959	32782.8992104
275	21115.1577966	32772.0941234
276	21101.6804679	32765.8309519
277	21092.4691817	32761.8643738
278	21083.8675504	32763.7331412
279	21075.0248097	32766.2618581
280	21065.2723031	32769.6286555
281	21055.7593156	32771.274691
282	21048.0781973	32773.0406744
283	21034.6002957	32773.2284791
284	21025.1203447	32768.5818454
285	21017.9811524	32766.7783109
286	21008.0663388	32764.7458534
287	20996.5277621	32764.2859218
288	20988.5392187	32755.4119723
289	20975.8172782	32752.0692086
290	20966.7800863	32752.7299112
291	20956.8045656	32837.7434878
292	20947.181876	32827.3426224
293	20936.9009103	32827.9686738
294	20921.5115154	32810.6880066
295	20912.7730393	32810.8707916
296	20901.7561716	32797.6418811
297	20890.8235665	32793.5713243
298	20881.2625041	32793.2118
299	20872.1611318	32878.2826661
300	20863.9779348	32872.9720898
301	20853.4284177	32873.605811
302	20844.4217034	32878.6327436
303	20839.2720386	32875.5164096
304	20828.8029221	32876.0933583
305	20814.3124392	32868.6754199
306	20802.1432709	32862.6750423
307	20793.1823031	32855.0868986
308	20784.9741325	32848.8035309
309	20774.7436233	32847.4232362
310	20765.330473	32842.3883145
311	20758.006585	32844.1787791
312	20745.442037	32839.045439
313	20735.7853501	32836.490371
314	20726.6978642	32832.876569
315	20720.6034435	32832.0369256
316	20710.2096631	32823.0387794
317	20700.5674188	32815.4219985
318	20691.3893494	32811.5310471
319	20683.0999295	32811.0056625
320	20676.0091788	32806.3882319
321	20668.6228485	32800.6115914
322	20661.496645	32796.0177653
323	20649.4942536	32793.4660822
324	20639.3384242	32790.9328455
325	20630.8022321	32783.8837295
326	20618.8471399	32775.7637233
327	20610.1332164	32768.8691842
328	20602.8662332	32765.3906281
329	20595.9544804	32759.145232
330	20588.9721521	32757.6749753
331	20579.5709352	32761.4888241
332	20569.4926669	32757.1077736
333	20562.1262532	32756.0607967
334	20552.0847106	32759.4673631
335	20543.8944772	32757.9606616
336	20533.0565576	32752.7120538
337	20524.2573098	32754.6299886
338	20515.4919529	32753.8766569
339	20509.1326331	32755.7118218
340	20502.977967	32754.9309453
341	20495.5862952	32833.1310198
342	20486.1033143	32830.9553791
343	20480.1752896	32833.4754364
344	20473.6501295	32828.9752272
345	20463.5617305	32816.2414981
346	20455.6276126	32818.0525645
347	20448.6680695	32889.7918032
348	20440.2847271	32891.892437
349	20432.0384161	32892.1849495
350	20420.6097175	32888.3073026
351	20416.3732958	32888.6251907
352	20410.4895978	32884.5393079
353	20402.2326631	32885.8322136
354	20395.620273	32883.7165234
355	20389.3760333	32881.7810725
356	20379.6940583	32866.0048097
357	20371.953214	32865.5127175
358	20365.6978241	32934.9243322
359	20359.873053	32931.4766493
360	20350.3045964	32929.9517165
361	20341.2553667	32928.2344874
362	20332.9020617	32927.4593609
363	20324.3070138	32917.3574694
364	20314.9139027	32908.8775921
365	20306.1905589	32906.9079082
366	20301.4537129	32897.8123192
367	20293.5429636	32888.3961201
368	20286.0159684	32888.5196557
369	20279.7494343	32888.29537
370	20272.2396493	32883.6442475
371	20265.4613631	32876.4867784
372	20259.0792797	32877.8199554
373	20255.6930045	32877.2840815
374	20247.280912	32884.469284
375	20239.7191092	32884.81791
376	20233.6467194	32882.7891045
377	20226.1872779	32881.0473251
378	20221.6152498	32887.4709071
379	20215.2414979	32882.1749608
380	20207.5761406	32879.5128839
381	20200.8993774	32878.2303593
382	20193.0062175	32875.0431941
383	20186.3750946	32869.2353508
384	20171.4427755	32865.6148439
385	20164.7555782	32864.6881545
386	20159.9665216	32866.0007812
387	20152.6788689	32861.742898
388	20148.2904307	32918.4987259
389	20142.1117411	32918.2389901
390	20135.78379	32916.4612213
391	20128.5155793	32915.5839308
392	20117.6563632	32916.5037737
393	20111.1769377	32916.8675564
394	20105.0542953	32910.8232181
395	20099.6116705	32907.5390495
396	20095.1427221	32905.0043169
397	20086.5183975	32899.5256207
398	20080.0546729	32901.3908772
399	20074.7589353	32899.175281
400	20069.259426	32895.5013154
401	20059.8040282	32890.7204556
402	20051.8508319	32884.9853579
403	20046.8594605	32883.1227773
404	20034.4278272	32884.9982589
405	20027.3259803	32887.5474819
406	20019.9516284	32886.5890553
407	20010.7431415	32884.8341378
408	20003.2533377	32880.1005958
409	19997.8831894	32880.420453
410	19992.5441616	32880.50256
411	19989.1052067	32877.6929168
412	19983.1208185	32880.5754475
413	19971.1283838	32880.6626048
414	19964.5151173	32876.9987999
415	19957.7645196	32879.8936805
416	19951.9637228	32879.1290059
417	19945.8069402	32874.7048369
418	19938.1632781	32876.629862
419	19933.7077293	32875.2189399
420	19929.5614784	32875.1189704
421	19919.4713804	32878.0954495
422	19914.33	32877.2766761
423	19905.2393225	32874.74279
424	19897.7110241	32864.7751782
425	19889.8877758	32862.1719703
426	19881.4730844	32856.1703184
427	19876.2232292	32857.0402718
428	19870.7934322	32854.3106133
429	19865.2848826	32861.6855022
430	19858.6758566	32862.0740869
431	19853.8740024	32861.9068607
432	19847.4522282	32860.7856234
433	19840.232433	32850.9265355
434	19835.2977861	32847.2611676
435	19832.3442315	32848.4012986
436	19825.6998705	32846.2996384
437	19820.3403166	32844.8341666
438	19813.7195989	32839.7566028
439	19804.1054563	32835.7566315
440	19798.6349089	32839.5983769
441	19794.0344771	32840.4230773
442	19786.3421184	32840.7138577
443	19779.6231593	32837.5242161
444	19772.8640891	32830.8529912
445	19765.5426364	32831.5764832
446	19760.3006308	32830.2303006
447	19754.8216281	32832.7069062
448	19746.3851289	32825.4752013
449	19737.7263869	32825.9155982
450	19733.6594523	32823.274907
451	19725.2710705	32823.926807
452	19716.6253073	32819.5741625
453	19709.5748684	32822.6732058
454	19703.1584541	32825.7543742
455	19695.9573519	32821.2581627
456	19689.7398317	32823.9082718
457	19682.9076427	32824.6604432
458	19676.3894817	32820.5344696
459	19668.4361576	32818.585192
460	19659.0507967	32821.756446
461	19649.5446165	32812.780137
462	19644.2442715	32813.4815044
463	19637.6822673	32809.3285254
464	19630.9158954	32808.3518979
465	19623.4688721	32808.34016
466	19616.0662862	32804.1229154
467	19610.3357483	32801.0454548
468	19609.5200972	32799.8333023
469	19602.6796925	32795.5636166
470	19598.031345	32796.7021126
471	19592.6653598	32797.246368
472	19588.4988301	32799.3197597
473	19583.4501154	32801.0830778
474	19577.7808731	32804.2374232
475	19568.4090405	32807.1543284
476	19562.6615304	32810.3142538
477	19557.4160035	32804.1487876
478	19553.3882274	32802.0271136
479	19544.409681	32795.7199112
480	19538.2235743	32793.278419
481	19531.321798	32792.0728065
482	19524.10064	32795.2021394
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958	17343.5971337	32411.7180981
959	17340.7115366	32409.264372
960	17336.7510369	32411.3548891
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963	17324.9687472	32409.2519066
964	17321.5435032	32411.4773943
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967	17312.0063603	32398.4647393
968	17309.7559938	32395.6583887
969	17305.4868553	32390.1544071
970	17302.1404704	32391.4966094
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978	17271.7209461	32393.1438603
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987	17235.7658663	32385.7406674
988	17233.9350689	32383.4653404
989	17231.5616314	32381.9916611
990	17230.5759268	32381.6468099
991	17227.2566735	32381.2361329
992	17223.4153979	32380.3750184
993	17220.4456632	32379.7961923
994	17216.9203636	32379.6442656
995	17212.4765516	32378.7955588
996	17210.9518327	32377.5332793
997	17206.7311517	32376.2701335
998	17203.9730387	32376.0825047
999	17201.4421446	32376.3910041
1000	17198.4410297	32377.3866908