#Boosting_iteration	Training Set Deviance	Test Set Deviance
1	763018.774021	706882.829017
2	752784.187851	698855.453753
3	742753.269945	690989.769439
4	732921.894285	683289.275129
5	723283.693949	675734.97673
6	713837.227847	668339.6611
7	704576.332048	661084.462082
8	695494.067863	654077.435151
9	686588.114671	647101.471741
10	677852.109903	640382.645005
11	669285.444452	633673.332041
12	660882.147712	627212.213564
13	652589.850548	620771.731759
14	644505.160702	614552.973277
15	636525.822519	608359.957405
16	628701.236446	602284.411505
17	621027.073533	596233.949847
18	613502.674265	590403.287495
19	606149.014682	584748.299488
20	598904.722432	579079.952673
21	591824.987828	573472.665921
22	584881.609752	568028.799366
23	578057.492708	562838.126105
24	571371.960871	557534.147458
25	564801.265854	552555.830209
26	558331.572418	547523.314129
27	552013.002555	542515.998408
28	545816.496876	537651.382551
29	539715.048119	533025.450414
30	533579.010804	528347.045615
31	527711.876808	523697.773878
32	521795.854931	519190.10623
33	516102.54056	514748.788725
34	510399.145071	510405.926028
35	504877.69606	506169.193773
36	499374.936265	501981.085266
37	494045.418253	497846.249147
38	488734.160017	493798.743142
39	483591.336242	489846.724462
40	478465.568952	485939.315104
41	473427.438358	481975.443464
42	468574.242289	478306.41658
43	463718.115676	474607.279216
44	459001.540795	470950.85683
45	454305.141535	467254.106808
46	449761.850347	463811.771088
47	445231.596918	460365.749133
48	440814.956314	456973.768201
49	436442.362175	453660.498464
50	432181.2578	450389.688458
51	427959.105392	447191.570636
52	423853.553693	444029.42564
53	419735.680254	440937.684161
54	415714.281055	437762.419462
55	411800.703152	434770.779135
56	407891.244595	431834.145577
57	404140.064088	429000.689217
58	400339.155147	426102.616528
59	396681.353676	423282.523652
60	392973.923677	420489.268744
61	389470.111969	417838.863782
62	385938.418444	415186.603742
63	382516.935936	412546.514101
64	379079.400924	409933.93785
65	375783.394251	407398.254785
66	372431.953955	404879.541553
67	369254.66698	402496.412551
68	366059.949213	400113.535463
69	362890.874326	397731.912848
70	359841.260931	395384.87081
71	356796.157172	393099.482786
72	353872.20756	390891.668163
73	350894.258222	388658.25653
74	348047.25775	386462.221206
75	345159.106898	384286.736703
76	342427.336549	382226.406413
77	339697.871447	380172.379095
78	337039.714453	378143.176349
79	334339.157488	376140.961609
80	331783.571152	374228.611128
81	329191.103923	372298.491892
82	326698.264896	370398.697955
83	324161.661521	368487.668129
84	321751.32087	366672.586772
85	319307.192393	364866.764074
86	316881.286809	363073.22777
87	314608.092838	361385.629234
88	312314.326287	359669.20222
89	310091.988534	357977.879702
90	307788.541253	356251.787371
91	305568.997401	354586.709846
92	303343.621126	352933.398983
93	301275.021027	351383.416298
94	299124.50184	349788.929327
95	297101.886589	348268.781311
96	295040.845486	346745.816484
97	292992.635618	345227.062218
98	290984.97511	343740.875052
99	289106.365706	342335.052986
100	287164.733862	340886.912668
101	285246.639882	339456.222694
102	283437.49467	338096.559169
103	281588.33316	336720.42086
104	279773.448223	335347.098182
105	277986.3644	334016.577753
106	276219.251584	332701.280918
107	274558.562637	331468.270514
108	272856.599042	330190.131065
109	271184.026642	328926.065098
110	269539.383001	327703.718839
111	267965.725235	326481.454912
112	266374.797978	325280.320609
113	264801.441312	324129.142755
114	263262.656375	322979.473253
115	261699.542659	321835.773385
116	260224.851522	320706.471438
117	258724.313802	319517.524359
118	257262.748981	318455.356574
119	255811.93175	317303.955795
120	254399.329447	316249.109645
121	252970.433972	315189.1604
122	251584.176291	314086.772059
123	250248.133011	313092.241487
124	248909.538153	312017.154256
125	247565.403745	311020.945253
126	246278.386682	310057.806068
127	244983.923007	309001.773096
128	243764.062937	308068.814833
129	242524.716517	307084.378705
130	241287.476888	306177.894799
131	240097.250261	305227.120369
132	238914.786407	304357.753033
133	237763.765251	303487.293515
134	236602.453987	302534.949264
135	235485.839705	301642.992113
136	234373.738843	300730.684617
137	233295.908064	299856.661969
138	232218.888367	299034.651733
139	231171.348958	298198.195145
140	230124.028437	297343.887967
141	229112.645933	296525.59882
142	228094.241518	295779.390304
143	227116.358229	295038.776175
144	226126.278333	294233.738632
145	225167.06572	293432.410153
146	224224.271736	292716.419471
147	223274.984135	291933.601256
148	222375.488058	291235.652164
149	221471.68703	290496.214239
150	220563.154821	289811.906906
151	219687.833039	289148.750435
152	218800.870047	288436.462751
153	217934.965534	287771.422168
154	217102.630456	287096.646135
155	216276.755446	286484.191972
156	215460.135758	285797.890894
157	214632.41278	285105.911998
158	213844.916412	284503.965577
159	213031.221298	283887.528981
160	212263.822664	283328.678088
161	211488.023364	282702.119431
162	210670.561321	282109.081794
163	209919.08192	281535.0414
164	209171.573112	280889.218455
165	208426.097968	280366.684013
166	207690.891415	279765.463929
167	206996.441179	279258.520988
168	206295.983871	278699.433751
169	205606.34493	278173.781576
170	204910.365632	277665.660841
171	204228.603165	277093.608375
172	203553.612701	276525.57937
173	202916.692365	276069.681924
174	202216.158619	275562.982489
175	201575.422832	275020.992261
176	200931.709778	274571.071355
177	200319.592069	274086.710747
178	199728.227992	273652.521969
179	199123.51708	273161.28402
180	198534.864966	272640.679094
181	197947.135606	272118.093209
182	197354.243869	271689.392795
183	196767.39189	271201.415891
184	196221.341374	270793.602131
185	195647.176291	270382.195257
186	195111.061702	269910.979542
187	194546.243682	269497.07759
188	194012.522174	269064.131228
189	193456.666873	268633.737805
190	192920.402396	268251.029873
191	192374.901421	267805.364072
192	191883.150918	267448.23301
193	191357.441319	267034.277526
194	190869.455059	266629.304903
195	190353.402606	266221.322622
196	189856.164027	265863.214429
197	189368.246586	265516.593905
198	188844.04567	265142.344881
199	188355.571737	264755.690802
200	187876.086674	264375.322517
201	187405.519733	264006.966833
202	186956.190682	263591.172084
203	186530.733872	263273.895882
204	186074.012062	262907.191732
205	185630.851679	262537.58252
206	185190.887305	262185.837116
207	184752.379295	261842.37792
208	184314.508902	261528.14472
209	183896.527818	261233.692981
210	183473.946588	260898.976244
211	183060.015212	260599.999666
212	182655.785181	260265.223542
213	182249.278135	259952.250448
214	181857.927758	259665.758656
215	181471.767321	259360.302596
216	181082.264281	259084.168021
217	180696.394063	258778.144719
218	180335.889759	258512.657603
219	179973.11856	258229.427397
220	179599.152519	257939.450919
221	179241.538277	257673.39208
222	178869.937074	257406.810625
223	178518.381226	257123.994069
224	178165.293931	256843.591457
225	177825.299086	256550.248279
226	177478.555136	256274.563253
227	177128.280858	256014.235399
228	176795.370671	255751.492626
229	176444.574562	255495.850541
230	176128.913566	255235.63996
231	175799.443159	254991.740492
232	175489.195265	254725.349091
233	175173.581578	254474.332199
234	174859.164134	254224.081444
235	174539.970894	253981.34813
236	174225.864103	253757.072378
237	173925.887918	253507.582584
238	173638.001936	253249.889982
239	173339.028201	253029.099913
240	173049.980644	252798.909402
241	172773.740667	252557.413244
242	172470.809183	252321.10791
243	172171.189978	252098.061356
244	171897.207493	251880.890191
245	171620.533327	251648.685184
246	171360.860919	251457.41163
247	171105.28013	251248.057327
248	170824.950138	251056.140434
249	170546.129209	250838.531291
250	170295.012213	250653.141863
251	170038.535711	250437.009312
252	169782.181196	250248.34016
253	169518.497063	250046.014454
254	169278.229501	249852.326292
255	169033.909808	249658.024149
256	168780.512592	249460.156858
257	168526.35512	249261.839628
258	168280.714252	249049.808102
259	168047.566847	248852.683811
260	167822.838257	248664.623048
261	167584.686309	248485.335253
262	167360.755032	248295.627954
263	167144.609289	248133.019957
264	166914.618725	247954.057361
265	166681.188896	247773.72582
266	166467.601881	247618.313101
267	166246.105463	247446.210931
268	166040.819297	247273.893719
269	165827.588681	247103.621065
270	165623.882545	246941.199704
271	165414.80042	246765.066509
272	165197.857158	246600.992128
273	165004.391547	246436.70555
274	164800.675801	246278.948093
275	164608.23952	246114.885639
276	164408.136485	245964.41553
277	164216.566198	245788.915661
278	164030.576767	245640.392379
279	163849.495612	245491.528233
280	163659.225193	245344.691274
281	163444.418661	245183.763553
282	163270.596792	245048.984431
283	163089.865247	244908.978729
284	162916.065624	244760.083296
285	162722.430547	244614.758091
286	162543.476741	244482.460041
287	162377.66852	244340.840048
288	162215.067915	244214.667817
289	162019.769312	244066.141414
290	161850.512367	243931.327901
291	161684.053777	243800.667295
292	161521.512304	243660.695564
293	161366.504452	243528.448252
294	161182.551392	243397.628562
295	161026.061648	243272.872624
296	160862.576435	243155.281185
297	160673.930743	243017.3809
298	160523.472829	242887.138007
299	160369.876259	242765.132942
300	160197.812589	242643.99464
301	160040.222907	242543.957182
302	159883.333578	242426.41473
303	159739.274121	242312.934122
304	159599.269163	242191.170482
305	159436.298533	242077.154697
306	159301.182223	241963.5285
307	159153.343896	241854.121856
308	159006.470886	241753.51392
309	158862.80657	241626.328679
310	158732.54849	241533.553022
311	158600.06293	241435.090298
312	158448.308992	241331.128996
313	158311.981535	241216.58653
314	158181.713296	241120.332212
315	158058.645089	241012.772775
316	157913.54665	240909.078849
317	157794.469172	240803.121856
318	157670.088007	240709.73954
319	157552.360387	240626.497934
320	157410.153147	240534.474972
321	157283.891991	240418.146512
322	157158.928221	240325.923515
323	157036.049	240212.467573
324	156923.458771	240114.66968
325	156813.746662	240017.688629
326	156698.078143	239931.169362
327	156577.082693	239843.613024
328	156454.449139	239733.471283
329	156335.193521	239638.469779
330	156207.689206	239550.583738
331	156109.191527	239459.514341
332	155994.61858	239380.55541
333	155887.592729	239302.39783
334	155774.879407	239233.531312
335	155660.490397	239129.296791
336	155550.286812	239054.041157
337	155431.914841	238974.301182
338	155340.780307	238886.069813
339	155237.490539	238806.553876
340	155129.894312	238741.664582
341	155015.63935	238662.87536
342	154921.141724	238580.922152
343	154824.19544	238513.485089
344	154725.361337	238423.776195
345	154632.330638	238342.811519
346	154532.37385	238269.8892
347	154432.403154	238208.076322
348	154338.010956	238135.689537
349	154232.160937	238065.134535
350	154135.633064	238005.382577
351	154048.390145	237931.212284
352	153951.337455	237861.814987
353	153860.496996	237775.30388
354	153778.575692	237689.361816
355	153678.479769	237618.565236
356	153588.21612	237557.618245
357	153501.581403	237491.478804
358	153416.019273	237412.394217
359	153303.897366	237342.82783
360	153212.256591	237259.164925
361	153140.274351	237205.031792
362	153059.065862	237155.657249
363	152971.193348	237082.524901
364	152884.126908	237013.394402
365	152797.017593	236933.758546
366	152691.041053	236869.537743
367	152609.985844	236811.828548
368	152525.903623	236734.850217
369	152423.201182	236673.749498
370	152345.647534	236594.740558
371	152263.947705	236529.723077
372	152187.33037	236478.548239
373	152107.179661	236405.000014
374	152015.50862	236347.334616
375	151948.217742	236273.783852
376	151876.973489	236223.886012
377	151801.720304	236161.019259
378	151725.51113	236089.384508
379	151630.491933	236035.424541
380	151559.391564	235977.653383
381	151489.051521	235915.16962
382	151417.252947	235854.963531
383	151344.48807	235785.454517
384	151277.658118	235720.547621
385	151212.100822	235674.754373
386	151140.918002	235620.568062
387	151072.52035	235565.421765
388	151003.13993	235501.353406
389	150935.600008	235436.160333
390	150873.358337	235392.751149
391	150801.080732	235344.536969
392	150718.043853	235296.340887
393	150659.927818	235219.975343
394	150590.15209	235174.17892
395	150523.731193	235124.150971
396	150458.789796	235063.651469
397	150390.279855	234990.7419
398	150328.344519	234930.711506
399	150271.247454	234889.935138
400	150204.152262	234830.311999
401	150129.31911	234791.966982
402	150069.120101	234729.262542
403	149999.840423	234686.975026
404	149941.330822	234630.716443
405	149881.09103	234574.57702
406	149809.676364	234538.012154
407	149752.09331	234477.893177
408	149699.429645	234440.543458
409	149639.969349	234377.272949
410	149583.676327	234326.473349
411	149515.009149	234291.73151
412	149458.049581	234237.886241
413	149400.586437	234176.640764
414	149344.493516	234123.921959
415	149294.183045	234082.627217
416	149237.937212	234031.301583
417	149185.311431	233973.182883
418	149124.425065	233933.522671
419	149059.825206	233904.215179
420	149001.773051	233867.491277
421	148943.977546	233806.456032
422	148890.092953	233738.973798
423	148837.776409	233691.084832
424	148775.610519	233660.961212
425	148723.214945	233596.082667
426	148667.618836	233537.04991
427	148617.175735	233489.635418
428	148568.600366	233452.218222
429	148514.955804	233418.55738
430	148461.451677	233361.390876
431	148411.292137	233321.496098
432	148352.545448	233298.521343
433	148303.686109	233216.680378
434	148256.050582	233172.914644
435	148200.160959	233137.215938
436	148149.012367	233082.2507
437	148101.965331	233003.543835
438	148059.812473	232967.123353
439	148010.326894	232936.298873
440	147966.024934	232890.600282
441	147912.821609	232856.701336
442	147867.76305	232779.34494
443	147823.291955	232737.247179
444	147775.113676	232685.041075
445	147732.09475	232650.062581
446	147688.970123	232618.698498
447	147649.64186	232584.721753
448	147605.415881	232547.002762
449	147559.761799	232514.785146
450	147513.894248	232467.043647
451	147472.087127	232428.458196
452	147426.942923	232386.053874
453	147386.5058	232342.868033
454	147342.798925	232315.972058
455	147305.961033	232281.148834
456	147264.989892	232209.791909
457	147217.430529	232179.673741
458	147174.063247	232131.992275
459	147132.801424	232077.355322
460	147093.538121	232042.336833
461	147053.236175	232008.84181
462	147011.296211	231966.238104
463	146965.867098	231935.59159
464	146927.451475	231872.260628
465	146887.206476	231843.788179
466	146851.21321	231806.541185
467	146805.970239	231764.705694
468	146765.848902	231720.1129
469	146727.358223	231668.389987
470	146690.639551	231633.465375
471	146657.612841	231606.71357
472	146618.657808	231571.493564
473	146575.9691	231540.901923
474	146535.156546	231506.858145
475	146503.234014	231478.000384
476	146466.105028	231451.741704
477	146434.256153	231421.130193
478	146395.281273	231377.60747
479	146354.468641	231336.790075
480	146319.921963	231278.140869
481	146284.284476	231252.990387
482	146247.646474	231220.084861
483	146207.180459	231191.147839
484	146173.693487	231164.135762
485	146136.518727	231122.765343
486	146101.826332	231100.836162
487	146060.841184	231067.324389
488	146028.179326	231011.046604
489	145989.189695	230963.651773
490	145955.90624	230940.069234
491	145917.354408	230912.415446
492	145885.770101	230852.587805
493	145851.407157	230819.499745
494	145813.836013	230780.59983
495	145776.474448	230764.742093
496	145741.482926	230723.769484
497	145704.303661	230678.279356
498	145674.958415	230662.475042
499	145642.98964	230642.523201
500	145615.555663	230615.676974