#Boosting_iteration	Training Set Deviance	Test Set Deviance
1	83198.9932324	77990.2146075
2	69845.9710782	67485.8637847
3	60614.3510502	60018.9401911
4	53461.3847479	54341.7515142
5	48382.5369523	50329.2726441
6	44543.5100614	47292.3830753
7	41509.9487563	44829.4408119
8	39275.1957445	43123.0516088
9	37286.7469654	41713.4136345
10	35747.3004872	40562.5223429
11	34556.4962591	39557.133373
12	33543.2589507	38777.8764215
13	32570.9720104	38086.1115865
14	31825.5432032	37494.8333139
15	31167.6713341	37095.4616381
16	30610.7032448	36753.30973
17	30160.9235871	36477.7620126
18	29793.0381098	36185.8591124
19	29321.6402172	35910.6116844
20	29038.1678294	35718.0202105
21	28661.3309561	35544.7110523
22	28454.1632952	35345.980664
23	28194.9330117	35157.8344019
24	27707.029536	35183.5138269
25	27508.338694	35075.7056352
26	27335.1029967	34959.5260963
27	27187.6274195	34836.598108
28	27040.1247094	34796.0559446
29	26737.5064032	34918.5617266
30	26606.3444304	34856.6328522
31	26464.7662254	34762.228022
32	26334.0482351	34678.4252884
33	26245.1640107	34628.7796955
34	26143.8406801	34554.7971211
35	26031.1629406	34510.0102167
36	25928.5826592	34453.6064764
37	25829.2989584	34398.1103836
38	25733.8866708	34320.031584
39	25565.6498755	34667.9340165
40	25490.1162056	34625.0870088
41	25389.7510442	34533.8220327
42	25306.5015147	34524.0761128
43	25208.6087311	34469.258114
44	25129.1650786	34418.4070165
45	25056.7346728	34390.3295073
46	24942.7459326	34369.3935601
47	24848.6770938	34290.2775138
48	24781.9608364	34248.2900785
49	24687.977613	34159.54579
50	24642.3237598	34150.8920643
51	24586.3392059	34113.8387708
52	24535.0163891	34089.614655
53	24464.6446316	34035.4143867
54	24416.509641	33968.7322482
55	24366.7880304	33945.7509074
56	24319.1446529	33908.2400733
57	24260.3340074	33911.5828533
58	24213.1615794	33896.6144217
59	24156.4422018	33873.820844
60	24067.3999024	33830.073109
61	24009.7385104	33799.3958945
62	23952.2615356	33773.8094902
63	23908.3572911	33756.2988716
64	23859.8376758	33740.432307
65	23815.6151023	33723.7365064
66	23752.6697327	33652.8679867
67	23706.2933097	33617.870496
68	23659.0321941	33616.8065203
69	23592.5086031	33600.7028709
70	23562.4458843	33599.1764225
71	23505.4724871	33569.7041543
72	23462.4754312	33543.2038008
73	23424.4231205	33521.657994
74	23390.8254403	33508.1225692
75	23353.0150763	33479.5562316
76	23313.6070297	33441.5341395
77	23283.4313551	33424.7966511
78	23231.235854	33389.3088686
79	23199.1839588	33372.9518086
80	23170.721066	33342.8824341
81	23108.5453086	33297.5442534
82	23060.6193461	33275.2090518
83	23020.7901405	33264.9117211
84	22989.4322731	33241.8874103
85	22954.5193595	33222.5663081
86	22914.19411	33217.6512839
87	22876.4427972	33193.3828345
88	22835.5951575	33171.2314481
89	22805.6376879	33152.0191203
90	22766.3876233	33148.9838931
91	22727.5234641	33131.9226788
92	22688.6644871	33104.0937171
93	22657.7682435	33075.0301175
94	22627.4739632	33049.2015327
95	22599.2678462	33027.455097
96	22567.9749623	33010.8968362
97	22540.9716834	32991.9225239
98	22507.3943716	32981.3504643
99	22468.9551422	32956.740665
100	22420.2655608	32924.5966226
101	22393.305981	32902.7661928
102	22361.8058099	32907.9014118
103	22326.8665166	32886.249754
104	22300.3047585	32873.6464175
105	22281.1124771	32879.8585867
106	22257.5267689	32866.5491215
107	22233.9429057	32859.048343
108	22205.7695517	33001.942635
109	22184.7448931	32985.5891056
110	22159.4209415	32955.0206013
111	22132.0936622	32944.4879057
112	22112.9880103	32937.3931658
113	22092.2933145	32922.1378213
114	22075.6763476	32916.9831032
115	22041.3879959	32915.6458336
116	22013.2095343	32897.3861469
117	21989.1579903	32887.9956447
118	21968.7965251	32883.8351185
119	21944.5826426	32870.6642793
120	21922.8275562	32876.1488893
121	21901.3676754	32873.9470517
122	21876.1586185	32885.0449908
123	21852.8716639	32873.9349636
124	21828.5479448	32878.3941937
125	21811.0019167	32885.0053051
126	21793.15852	32875.4062426
127	21772.3462814	32868.80967
128	21745.4668872	32861.2183051
129	21727.491974	32846.9473616
130	21707.9548904	32968.3642211
131	21682.8777265	32960.496591
132	21666.4949087	32975.1808732
133	21635.1835525	32966.8914562
134	21617.8079253	32971.5353469
135	21597.4383888	32960.0104406
136	21577.2706515	32960.3151
137	21555.8968139	32951.7882937
138	21538.2044857	32947.0295449
139	21515.0345503	32944.7361293
140	21487.0311672	32926.4219062
141	21463.2142485	32922.6171095
142	21443.7911617	32924.0341702
143	21422.0353997	32910.887233
144	21405.2903593	32895.5294109
145	21382.610416	32878.6858324
146	21360.578247	32865.8883497
147	21345.2566501	32864.9094985
148	21327.6123195	32857.4744218
149	21312.6050485	32851.0884254
150	21293.7426547	32838.3923891
151	21270.7919553	32820.406391
152	21250.3131876	32812.958131
153	21227.9792241	32796.2748964
154	21205.8658254	32803.8600626
155	21182.8228381	32790.001247
156	21164.1825193	32790.6904695
157	21149.6823344	32789.0016699
158	21132.4492918	32784.299225
159	21116.0328271	32776.4288081
160	21102.5184051	32775.9757438
161	21081.7680398	32766.6446811
162	21069.5540942	32762.7738172
163	21053.9005292	32754.9331579
164	21037.0830964	32738.5032175
165	21018.441387	32720.7000829
166	21005.425191	32709.1362431
167	20989.8960704	32702.6159749
168	20975.6899198	32700.6559595
169	20961.3656942	32698.3726582
170	20944.5013593	32710.3758475
171	20914.8394555	32704.9662061
172	20887.5769519	32695.5905987
173	20875.4383833	32689.2097835
174	20865.2721601	32677.1398433
175	20834.2041205	32681.7894726
176	20806.6060094	32671.3274644
177	20791.9613967	32689.0816303
178	20771.5052469	32691.4140239
179	20742.3091885	32673.3602282
180	20729.6515838	32662.4405484
181	20713.5505668	32651.9080349
182	20697.1523758	32633.5009691
183	20669.352848	32635.0312474
184	20657.5374592	32637.7202214
185	20646.2977694	32627.7188524
186	20621.2219887	32626.1873666
187	20600.1957331	32618.0817978
188	20586.4932549	32613.2426636
189	20572.4510385	32620.0866441
190	20548.4058605	32604.8370398
191	20531.5547573	32590.70509
192	20513.9786499	32587.5761206
193	20497.9766711	32586.0077688
194	20482.7009571	32578.1417165
195	20464.0324473	32565.5874279
196	20441.0230168	32542.8795807
197	20425.0180691	32536.1107419
198	20415.4943549	32534.4105534
199	20404.0704329	32522.6998504
200	20380.0848028	32513.5255483
201	20362.0724408	32517.3588725
202	20348.4427393	32512.26059
203	20334.5948864	32515.2740245
204	20319.6841847	32515.3676695
205	20306.4771684	32520.1336797
206	20291.4045669	32512.8026344
207	20276.810488	32509.4771829
208	20258.5242898	32507.0920653
209	20247.1853007	32509.5608606
210	20231.5532919	32491.6524812
211	20219.4359736	32481.7211413
212	20203.5743986	32486.1538184
213	20189.3859199	32481.0862755
214	20174.3711728	32490.0554602
215	20159.7337671	32475.5508512
216	20144.4532155	32476.2341804
217	20126.3098143	32457.0817408
218	20115.8899173	32471.3227276
219	20105.3005184	32468.5946376
220	20091.8262176	32455.6802496
221	20082.4230999	32459.028648
222	20068.5233324	32451.0778764
223	20046.307827	32428.950769
224	20032.665641	32420.1527401
225	20016.3322233	32428.6632675
226	20013.4844749	32426.1921264
227	19999.1052265	32425.1753659
228	19984.1817869	32415.293442
229	19970.8561634	32408.3687087
230	19957.8027313	32416.7658153
231	19947.4269547	32408.490203
232	19927.8587542	32401.335584
233	19914.1001292	32404.589553
234	19905.7131675	32402.8665933
235	19888.401998	32391.92765
236	19877.1423519	32394.3495616
237	19867.1410984	32407.8118617
238	19855.8194808	32411.2371603
239	19843.2181478	32408.3555084
240	19831.4968432	32403.3589013
241	19817.1164929	32400.0916389
242	19799.9541089	32398.9150562
243	19791.5419717	32400.7611877
244	19775.7141789	32394.4982316
245	19760.6943528	32389.0842371
246	19736.5566116	32406.5458529
247	19725.4679044	32402.2393041
248	19714.7886681	32387.9360004
249	19697.0777684	32393.4566161
250	19674.8833207	32402.5053874
251	19662.8136954	32393.3757626
252	19651.3715474	32392.2723853
253	19640.8579759	32393.3281135
254	19632.6522033	32388.7671021
255	19626.375382	32388.9569375
256	19613.8468089	32389.4888334
257	19598.8953989	32389.2157078
258	19586.6259482	32388.9956568
259	19571.3793869	32378.9308743
260	19560.8995092	32380.9025872
261	19548.8246056	32376.6188911
262	19538.2103418	32381.3511544
263	19526.0705061	32368.6848162
264	19515.4658868	32363.0268032
265	19503.9264036	32363.8725337
266	19491.6288276	32355.0450457
267	19489.3000621	32353.990003
268	19482.0571476	32354.4873668
269	19473.1270573	32352.4942609
270	19463.0723154	32349.2966797
271	19455.1856972	32346.8696693
272	19444.684603	32345.1416341
273	19434.2230122	32340.1998477
274	19414.8027724	32323.7868556
275	19404.028334	32323.1223869
276	19395.3818232	32318.2876882
277	19381.482566	32320.1454679
278	19370.3923248	32282.6903983
279	19355.9787325	32278.9424803
280	19339.4681557	32274.1804601
281	19327.7964565	32263.4688997
282	19318.1045692	32275.4464728
283	19310.5088895	32272.5722901
284	19296.4896545	32273.0047844
285	19285.2204995	32264.5979855
286	19272.2433464	32266.0389927
287	19264.1884871	32265.3694198
288	19257.4784418	32266.8735653
289	19243.5799185	32263.9952233
290	19231.1545123	32255.5741765
291	19220.8192276	32247.9585642
292	19208.812708	32254.7291683
293	19178.0940192	32241.2106041
294	19159.5222843	32237.7362835
295	19149.0004739	32237.8662319
296	19133.3428476	32249.2792088
297	19123.0558661	32257.0719727
298	19113.481964	32251.5576296
299	19097.1031796	32243.9448588
300	19088.8652461	32247.777917
301	19077.9163197	32241.047361
302	19067.2832415	32245.5039424
303	19057.5475403	32242.3104666
304	19049.6159104	32246.1798231
305	19042.7897699	32249.2802693
306	19036.2423963	32246.8055374
307	19027.9421516	32249.783527
308	19016.4299951	32260.5697825
309	18994.8015937	32254.2473119
310	18978.1252876	32268.2337451
311	18967.9865257	32271.2292281
312	18957.9528657	32273.1466251
313	18954.6820978	32268.1819418
314	18947.4306261	32275.2431216
315	18935.9056945	32272.1742389
316	18924.1984317	32268.0180777
317	18915.551401	32269.7158334
318	18909.9597932	32265.6901973
319	18901.6376921	32270.8806812
320	18893.3431583	32264.475857
321	18880.2825358	32252.7097919
322	18871.2205482	32251.3669662
323	18870.146162	32249.502978
324	18861.2755199	32250.0001898
325	18855.2106051	32250.9495643
326	18837.5955093	32257.0050177
327	18824.2835242	32258.5481418
328	18817.4112035	32255.4763254
329	18807.380905	32256.5135451
330	18799.3728972	32252.5809819
331	18779.5241296	32238.3526364
332	18772.8649576	32228.5379992
333	18765.419958	32235.7140787
334	18755.3001376	32234.8967459
335	18744.4669693	32227.660588
336	18729.906375	32225.6639595
337	18726.0182125	32215.7185039
338	18714.880645	32229.2740225
339	18703.2865348	32208.3365282
340	18692.9067324	32209.1105088
341	18683.1584684	32209.1127014
342	18672.4242089	32201.9482009
343	18665.172255	32202.5521878
344	18657.0842677	32200.901437
345	18648.8281362	32194.8430624
346	18639.2683109	32193.9707332
347	18627.3180979	32194.7498023
348	18619.9455459	32194.2217034
349	18606.9465111	32184.4961742
350	18589.3669366	32170.9224457
351	18584.7598704	32172.2698617
352	18581.4371857	32172.7773078
353	18571.784851	32175.6883739
354	18562.9743572	32178.3002001
355	18554.6478824	32180.2078258
356	18539.0647691	32188.8909638
357	18528.6360543	32195.1020442
358	18519.2857514	32195.2507855
359	18509.4698324	32193.395206
360	18501.1695881	32193.6781114
361	18490.75979	32195.1029103
362	18482.698887	32188.4927558
363	18477.8775969	32188.6089269
364	18470.7855976	32186.0631974
365	18459.3432864	32186.1542211
366	18445.0848488	32182.7972256
367	18434.778844	32177.6234934
368	18425.3246312	32186.9224579
369	18415.1222769	32179.3661053
370	18406.5036699	32179.4662836
371	18402.8702172	32167.6270197
372	18391.5169508	32168.2154626
373	18383.3502334	32175.92438
374	18373.0690527	32177.3763188
375	18361.9195071	32177.7711486
376	18348.442556	32177.082148
377	18336.2775076	32180.243253
378	18326.9141616	32171.1592838
379	18316.4813119	32166.9056732
380	18309.2092762	32167.6742064
381	18299.0305363	32169.2820872
382	18291.9585291	32169.3856337
383	18284.0215382	32171.4478585
384	18269.2731252	32173.8466175
385	18259.2345205	32172.2287479
386	18251.2725982	32176.267955
387	18243.670521	32179.9149691
388	18235.9536885	32176.191806
389	18227.4672754	32177.1809137
390	18219.2683459	32180.7425509
391	18211.211225	32183.7660057
392	18199.6234487	32193.2989209
393	18191.5348402	32192.4329739
394	18176.5879628	32198.0899933
395	18168.658995	32196.7576708
396	18161.1534779	32204.7906689
397	18154.5536585	32194.8811093
398	18149.1703703	32200.7895765
399	18142.1901971	32198.2280898
400	18134.3730988	32202.7338745
401	18125.1993644	32204.9778945
402	18114.0955269	32206.2008457
403	18105.9717872	32203.6107755
404	18100.0318332	32202.5670947
405	18090.3878984	32192.9639404
406	18079.6694438	32201.5286645
407	18069.8760342	32200.409875
408	18062.8677928	32204.7256042
409	18058.7723536	32200.5717139
410	18041.5641668	32215.2307644
411	18030.4154323	32221.8332682
412	18024.7612973	32216.7395069
413	18019.3130164	32209.0216271
414	18011.2255171	32228.2459803
415	18009.8026807	32229.6295664
416	18003.8058888	32237.0901498
417	17996.7087226	32239.4255767
418	17989.0936107	32238.4738187
419	17978.8536928	32230.5765506
420	17966.7708074	32225.0180292
421	17956.2908943	32224.5953869
422	17948.1028144	32215.1275985
423	17946.0797356	32214.8892802
424	17943.7203775	32214.4812363
425	17935.657827	32213.5869206
426	17928.8055697	32213.7099567
427	17921.0853646	32215.2239268
428	17913.3379351	32213.5962562
429	17904.7148534	32219.3905965
430	17891.0474688	32212.6772443
431	17885.0275676	32216.8408079
432	17877.4569509	32221.5668466
433	17869.3273142	32220.1063392
434	17860.7333954	32222.0804405
435	17851.3294498	32223.677687
436	17844.7131021	32221.6042704
437	17838.3796787	32226.5318159
438	17830.2153076	32228.9273462
439	17816.5424245	32230.449252
440	17809.5798233	32231.2088922
441	17803.703448	32235.0579465
442	17795.8623871	32231.8353662
443	17785.3410696	32231.8059784
444	17777.0873695	32232.7785811
445	17768.8018442	32224.9003201
446	17761.6637871	32220.8543914
447	17751.5359248	32222.7162606
448	17743.1631161	32222.8525229
449	17734.8322156	32221.4921738
450	17728.8302053	32230.5294408
451	17722.2545962	32226.6867051
452	17715.7069109	32229.1882885
453	17708.7944092	32226.5785262
454	17702.5037142	32227.3245349
455	17694.1354507	32242.0575545
456	17687.637205	32239.363809
457	17681.6136508	32244.8704038
458	17671.8632427	32243.0419247
459	17663.3913357	32235.9724138
460	17656.4970475	32232.339182
461	17650.9647654	32229.271219
462	17644.2542295	32229.909303
463	17639.0815747	32229.2868484
464	17632.4664646	32230.2341535
465	17626.5653253	32227.2252448
466	17618.2062337	32225.7435539
467	17608.9379985	32222.8769649
468	17598.5817089	32217.2247371
469	17590.4079709	32217.8061544
470	17580.0331979	32217.0786149
471	17572.9943061	32222.6378062
472	17566.8823324	32220.9288897
473	17561.329327	32215.6768556
474	17553.0767714	32212.1689972
475	17546.3156429	32209.531849
476	17535.889006	32210.8347239
477	17524.9842735	32205.1822324
478	17514.609773	32207.8581117
479	17508.2865783	32210.8047015
480	17501.9126177	32209.5064879
481	17495.201407	32207.2432009
482	17488.7653675	32199.2062959
483	17484.6711389	32199.1114296
484	17478.8917996	32204.0421048
485	17468.9493253	32201.1012572
486	17461.6202189	32201.0338815
487	17454.0466926	32198.5956917
488	17446.54122	32197.7396849
489	17439.7402604	32198.1569007
490	17433.4292371	32196.9344971
491	17426.8761539	32193.1166352
492	17412.5129686	32201.3086949
493	17406.3414915	32204.1729914
494	17399.5714724	32209.4998795
495	17393.3161864	32215.9251457
496	17382.7035764	32214.8775423
497	17376.0828722	32221.1378442
498	17375.7043987	32220.5189367
499	17369.0816674	32220.9296386
500	17364.7335155	32213.6311727