#Boosting_iteration	Training Set Deviance	Test Set Deviance
1	101837.307758	92965.518017
2	100768.121823	92095.4512824
3	99720.1707385	91252.2988837
4	98692.7620585	90416.6951204
5	97685.7589253	89606.9965859
6	96698.4907504	88804.4946841
7	95730.410919	88034.4477593
8	94780.5319097	87262.7137321
9	93848.9874731	86523.0349706
10	92934.4872828	85781.6105391
11	92037.5101934	85068.9406232
12	91156.6596425	84357.7531908
13	90292.7294995	83666.3095502
14	89444.5786793	82985.4449581
15	88612.4265411	82326.3677742
16	87793.3933612	81672.8606354
17	86996.8541141	81039.4028937
18	86216.165998	80418.7112663
19	85435.6246093	79799.4126308
20	84681.6429745	79200.1386433
21	83927.2276338	78594.3634771
22	83198.9057486	78015.6781611
23	82485.0774689	77448.6605988
24	81765.8649779	76878.3518432
25	81076.4829591	76330.930406
26	80380.9168861	75772.5646343
27	79713.0752653	75248.0648268
28	79044.4820956	74711.6136951
29	78398.7733825	74199.637105
30	77753.3884638	73681.4242832
31	77124.4307388	73178.1863701
32	76491.3696952	72678.7711423
33	75876.9495928	72187.37788
34	75279.3711589	71704.3134676
35	74676.2508261	71228.869395
36	74095.5373486	70766.9820912
37	73512.0015617	70302.9769666
38	72949.202174	69849.0604002
39	72384.2528721	69399.320233
40	71833.5470503	68957.3594727
41	71287.005427	68521.4422153
42	70739.7199456	68089.5169415
43	70208.3991594	67664.2929791
44	69695.0643394	67255.300007
45	69186.7933346	66845.8970857
46	68679.2855939	66442.830975
47	68187.1132219	66046.5392272
48	67703.6971359	65661.0725873
49	67209.1009638	65271.494984
50	66740.2797691	64896.2229808
51	66267.7718431	64517.2793332
52	65817.6946633	64155.7435002
53	65356.3234925	63791.7569455
54	64922.1619743	63445.2352909
55	64472.8168586	63088.3938755
56	64047.8504016	62748.7000893
57	63623.799392	62410.4916699
58	63192.2471296	62062.9820197
59	62786.2320961	61741.4114299
60	62381.5537206	61418.7866663
61	61984.1140952	61104.6942229
62	61577.3231494	60782.0749457
63	61191.4031318	60474.3977615
64	60815.7734948	60176.2280736
65	60426.8997337	59874.1991178
66	60060.0220391	59583.1318415
67	59698.460176	59292.7466133
68	59347.0398837	59015.543222
69	58992.2775456	58736.2525352
70	58630.7186628	58447.2237691
71	58277.3533567	58160.5460308
72	57942.7678623	57896.0446446
73	57608.2925574	57629.4351782
74	57270.1561297	57357.776842
75	56928.7772592	57087.6580982
76	56616.868386	56836.7903809
77	56301.380507	56580.9889106
78	55979.1574224	56324.1160935
79	55665.1154206	56067.7000315
80	55367.3555152	55828.8534474
81	55053.6522101	55587.0371177
82	54743.7172751	55341.2356018
83	54456.9604982	55110.9376799
84	54166.0468102	54879.1684601
85	53893.0008912	54660.1862268
86	53601.6375584	54431.0038484
87	53326.2190932	54213.7505048
88	53061.870322	54007.7198503
89	52788.8768271	53790.2252208
90	52515.6251127	53581.9342806
91	52252.5483491	53369.6439473
92	52001.3705289	53164.4651148
93	51751.7822393	52962.8455178
94	51491.2970945	52756.6447823
95	51241.2651937	52559.7286528
96	51003.948667	52371.2024173
97	50757.3678222	52181.8837923
98	50521.6949458	51992.3442864
99	50272.3528145	51796.0000858
100	50050.8388672	51614.6040004
101	49814.1553107	51431.7732437
102	49586.1722989	51255.7510004
103	49350.0382429	51071.666099
104	49120.0851534	50887.406334
105	48910.2240057	50717.0215897
106	48686.7887476	50548.4218736
107	48466.7403302	50371.8557263
108	48245.7333901	50198.6418641
109	48036.9025719	50042.1607114
110	47840.284189	49884.466424
111	47628.5315104	49718.7784291
112	47423.4504684	49555.0308882
113	47220.2045061	49393.2003369
114	47033.3391674	49244.8165078
115	46836.7137707	49092.4464761
116	46645.6895701	48940.3280133
117	46453.2486403	48787.4113974
118	46268.0043887	48636.7371082
119	46076.2451815	48489.6659908
120	45896.3491678	48353.3742803
121	45715.7438794	48218.4334517
122	45538.8346307	48084.9666996
123	45355.6941221	47945.9845951
124	45184.5480707	47805.4353566
125	45006.0273832	47668.2683619
126	44833.818471	47530.7211602
127	44669.5071494	47400.3933
128	44497.7953367	47270.5744696
129	44343.094568	47149.4172711
130	44182.5719924	47020.2673718
131	44022.2309411	46893.7129489
132	43862.6533631	46775.5667476
133	43708.5690258	46655.4502942
134	43558.7912729	46538.0755978
135	43394.4568921	46404.3817269
136	43239.4278661	46287.8512967
137	43086.6976265	46171.6006616
138	42937.8752483	46055.5392924
139	42781.9101892	45928.8266505
140	42640.8829527	45822.5373304
141	42500.2168329	45710.4983251
142	42359.2313622	45601.2043127
143	42218.4582956	45498.0382126
144	42082.1320333	45388.6877896
145	41946.7706053	45286.7878441
146	41803.6107976	45177.6483044
147	41661.7097609	45062.7380882
148	41525.3604296	44955.3812154
149	41387.7585388	44849.8377926
150	41254.9124425	44750.4461773
151	41130.3024764	44650.4983033
152	40999.5211836	44553.6583122
153	40868.8428068	44453.0510082
154	40740.7811668	44352.9334502
155	40615.8171883	44258.3557333
156	40486.9978883	44161.7515857
157	40360.7796559	44059.8569385
158	40243.785641	43966.0345509
159	40122.060632	43873.1353264
160	40006.1793929	43776.9455839
161	39889.5477074	43690.1568743
162	39767.9840555	43600.1388384
163	39650.9489639	43509.8042128
164	39537.3643577	43425.2884424
165	39425.7710544	43342.5411166
166	39318.39954	43253.4658966
167	39203.2334801	43169.7956048
168	39098.9256571	43085.7047776
169	38992.4978584	43005.627533
170	38881.0499227	42923.4772962
171	38777.5414043	42842.5603167
172	38669.2277281	42766.0688074
173	38565.7073914	42684.9065436
174	38465.5629634	42610.6950534
175	38362.7407359	42533.9064193
176	38258.526784	42457.2853776
177	38158.8093767	42382.0300942
178	38065.0543678	42302.4942463
179	37967.1200144	42229.5233537
180	37873.3317177	42156.5669864
181	37775.3835005	42087.782908
182	37683.3977104	42018.593678
183	37586.7525857	41948.2396778
184	37496.197959	41883.5306647
185	37409.9453383	41811.5827512
186	37318.8244845	41743.890902
187	37234.3365703	41679.2093176
188	37148.6243839	41613.8791489
189	37058.1330172	41547.5608627
190	36965.1694944	41480.904116
191	36880.5311493	41410.4940284
192	36803.1692005	41350.445851
193	36716.4234166	41290.6593375
194	36630.8024932	41228.6429727
195	36549.1083909	41167.5889051
196	36461.8960859	41105.4064459
197	36383.3766216	41050.059016
198	36306.6349641	40993.0193575
199	36222.0793218	40930.8716615
200	36144.1838008	40873.6315902
201	36069.751695	40810.3952878
202	35989.3274035	40745.5375457
203	35913.8646066	40690.1634192
204	35836.8253568	40634.1265047
205	35764.0586025	40574.961861
206	35685.4725571	40519.5187671
207	35603.6391208	40466.2132723
208	35528.0165649	40412.9214358
209	35453.1334818	40360.8891897
210	35383.9458916	40311.6748351
211	35317.0401123	40256.624862
212	35241.3717284	40200.2408163
213	35175.7309104	40151.9757197
214	35103.113158	40099.2126029
215	35033.1475196	40050.1984591
216	34964.5813866	40003.7508669
217	34898.958287	39954.4869354
218	34839.1290575	39908.9970424
219	34771.5232113	39854.6289798
220	34702.1528706	39801.7162824
221	34637.0502039	39755.226354
222	34577.2942349	39704.2814594
223	34510.4691367	39653.351723
224	34444.670278	39607.7298404
225	34385.4426388	39566.229087
226	34319.4242671	39517.2772616
227	34259.9355642	39475.7553571
228	34201.120925	39428.0219613
229	34140.3538321	39386.9212828
230	34084.3210694	39346.3201364
231	34022.0628494	39301.0684903
232	33961.8944201	39254.0403729
233	33901.98221	39210.1504726
234	33849.0044393	39164.0111613
235	33797.3546478	39126.1322378
236	33735.8952971	39081.2596421
237	33671.103994	39038.4017287
238	33615.2930094	38992.9622293
239	33560.6879939	38956.4347461
240	33506.2546867	38916.706057
241	33444.1983358	38875.4395779
242	33393.9097145	38833.5689112
243	33336.8793649	38794.3710346
244	33284.3942099	38757.7287262
245	33229.7277972	38717.3615175
246	33175.5681415	38679.9822642
247	33117.2419327	38641.7944266
248	33066.5675455	38600.5642822
249	33018.7137724	38561.7298772
250	32966.1005194	38525.6575842
251	32910.2501909	38487.9987648
252	32859.207882	38451.8459111
253	32816.5213637	38420.7614874
254	32762.3177522	38385.7679051
255	32715.2287896	38347.497493
256	32665.7771537	38313.050294
257	32619.1832168	38275.4840799
258	32567.2446127	38241.7875357
259	32518.8380793	38206.3850268
260	32473.9730885	38176.8393865
261	32427.8682731	38146.5633583
262	32378.1263597	38114.3986418
263	32334.5740339	38078.6517434
264	32288.6900965	38046.0611059
265	32241.4565596	38015.2788112
266	32197.3892933	37984.8786683
267	32155.1747768	37950.8741627
268	32108.7349492	37920.2893806
269	32067.0705273	37890.9761526
270	32021.1202192	37861.926584
271	31980.8096101	37828.9651386
272	31938.6247959	37799.1140254
273	31897.4644561	37772.4332044
274	31853.4157532	37744.51903
275	31813.5251952	37718.3758347
276	31773.8109675	37687.2492737
277	31731.2697825	37659.6333962
278	31691.8493326	37631.7930623
279	31650.564516	37604.8960453
280	31612.8694166	37575.0497162
281	31580.0607177	37552.396401
282	31542.2006772	37527.986642
283	31504.5230089	37501.9181967
284	31468.0944464	37477.2753129
285	31428.7251082	37452.0238734
286	31392.4537635	37426.4839697
287	31357.3016924	37398.245081
288	31318.5088377	37373.5879643
289	31284.2867489	37345.6638057
290	31249.1163994	37319.7588265
291	31212.6887045	37296.3571475
292	31178.5090433	37271.7457601
293	31145.1877886	37249.387587
294	31107.6169597	37225.480732
295	31074.2152067	37198.324477
296	31037.9830036	37176.4969642
297	31006.5996578	37154.1591077
298	30970.497452	37130.9884382
299	30937.655502	37107.133518
300	30904.1827135	37084.7721619
301	30871.5749563	37060.0014336
302	30838.1180622	37039.304992
303	30807.3630016	37017.4458841
304	30775.8367939	36994.8268239
305	30746.2116454	36975.049002
306	30716.6062588	36950.310723
307	30683.4920891	36929.4792623
308	30655.6514662	36908.2237577
309	30624.134458	36891.1555163
310	30594.1028607	36866.4878904
311	30566.119625	36847.8993391
312	30535.8003416	36829.5620646
313	30508.9526758	36808.396634
314	30480.4908776	36789.3089581
315	30451.5311572	36768.3233843
316	30422.454702	36746.3203324
317	30394.6266895	36727.0941795
318	30364.4344683	36708.8457264
319	30339.1838451	36688.9596826
320	30312.9977553	36668.2879556
321	30286.9839861	36649.4256067
322	30259.6585964	36628.8201242
323	30230.7560251	36612.0908827
324	30204.0536114	36596.8163373
325	30178.9377492	36575.8671176
326	30155.4084094	36557.4047056
327	30127.21604	36536.3461229
328	30096.5140439	36515.8032615
329	30071.0068614	36502.0768987
330	30045.6578416	36483.0707456
331	30018.5659705	36462.7736998
332	29993.3473817	36440.9345886
333	29968.9149506	36425.8450935
334	29942.7184753	36406.2808191
335	29918.5197995	36388.1794072
336	29892.4673192	36373.595586
337	29869.0354044	36357.8252255
338	29844.3314846	36337.8501264
339	29821.0326399	36319.4223265
340	29797.8674095	36300.9307749
341	29771.4093074	36286.9619306
342	29747.657234	36267.6987422
343	29720.2332906	36248.3157739
344	29698.9547795	36231.7940982
345	29674.6730036	36213.4113574
346	29651.1993474	36195.8772135
347	29629.4705467	36179.7505711
348	29604.6983453	36165.9244054
349	29581.2181887	36153.2341864
350	29559.1751937	36135.3961262
351	29539.2814975	36120.0047916
352	29515.758465	36104.8848144
353	29487.8956948	36086.230251
354	29466.1124504	36069.9679835
355	29445.4107983	36059.5760582
356	29420.5513285	36042.2341115
357	29399.09009	36023.5368766
358	29378.612005	36006.9119511
359	29347.2319971	35993.0178314
360	29320.879613	35976.5323727
361	29301.807256	35960.0351701
362	29278.1852661	35943.5370404
363	29258.7129289	35926.0947004
364	29236.5255348	35914.8691227
365	29206.5470722	35901.958101
366	29186.8828505	35887.2841604
367	29159.446808	35870.6879276
368	29140.9516406	35856.2277127
369	29122.3049354	35839.411715
370	29102.320924	35829.1581869
371	29085.026505	35815.7301163
372	29056.5001452	35803.8675329
373	29038.319373	35794.6996171
374	29020.3879841	35778.5925644
375	29002.659376	35763.7202347
376	28976.8146311	35747.7347371
377	28952.9433795	35738.0018947
378	28925.6789185	35727.0125335
379	28905.7645989	35712.3406784
380	28889.8058748	35699.941063
381	28870.6248936	35687.527929
382	28846.1791144	35674.6740397
383	28820.3635935	35661.1619299
384	28802.8134129	35646.7690999
385	28779.0871625	35634.3965367
386	28762.8800535	35619.6954428
387	28737.2060854	35609.7874123
388	28712.3954046	35596.9004464
389	28689.536759	35585.0286015
390	28670.7672585	35574.5128002
391	28655.6316033	35562.5706394
392	28637.1521907	35551.8752463
393	28613.2886661	35539.4933447
394	28595.9242694	35528.5404164
395	28574.1322025	35514.2250402
396	28552.6012459	35503.137439
397	28535.108722	35490.4489093
398	28517.6584319	35480.7915907
399	28494.8398079	35469.2174248
400	28479.7697497	35456.9894789
401	28462.6536816	35447.1378896
402	28446.4038515	35437.5275706
403	28424.3028518	35426.3396727
404	28409.7369137	35413.8683682
405	28389.651569	35403.6796156
406	28365.8464751	35394.4743061
407	28350.9777176	35383.0854946
408	28335.359593	35373.4497243
409	28315.9372689	35363.6730386
410	28301.1386109	35351.0927401
411	28286.0105999	35342.2646119
412	28270.467505	35333.4392366
413	28249.708709	35323.1088448
414	28227.8234075	35316.0628137
415	28212.4219206	35304.8627742
416	28197.3183206	35296.9161245
417	28182.4437339	35288.5006546
418	28166.8570717	35279.3665749
419	28146.9705024	35269.2104119
420	28129.2689942	35260.4623724
421	28116.0386239	35250.7529954
422	28099.153054	35241.4688616
423	28084.9488309	35234.0514239
424	28071.1875027	35226.1573993
425	28057.3314122	35218.3662169
426	28038.3206659	35208.8015692
427	28024.6342599	35201.6999625
428	28008.0630152	35193.6004523
429	27993.3027363	35183.0332851
430	27979.9460098	35175.0853123
431	27961.6143487	35165.9092405
432	27945.6054111	35156.2137049
433	27932.6159258	35149.5360755
434	27920.284409	35138.9905203
435	27908.4568421	35131.7658604
436	27887.8646763	35124.4653303
437	27875.3757664	35117.4500833
438	27859.8462095	35110.3736459
439	27846.4003118	35102.5279592
440	27832.6796897	35093.5364776
441	27815.3382967	35085.1658094
442	27804.1776999	35078.3592585
443	27791.5590066	35071.152006
444	27761.5608522	35062.4577585
445	27745.2534154	35052.4871476
446	27734.4868385	35045.9346231
447	27715.143102	35039.223424
448	27703.0433447	35032.4390027
449	27688.5979841	35026.0746079
450	27675.2883043	35016.1008086
451	27658.656886	35007.4790609
452	27645.9353074	34998.3152081
453	27635.7348541	34991.5860731
454	27607.301498	34984.1266352
455	27591.7217225	34974.6605359
456	27579.8656552	34967.5981222
457	27565.3535108	34960.7973335
458	27552.5971836	34950.7275169
459	27542.8123732	34944.2548305
460	27515.2668379	34938.282753
461	27500.1658139	34929.1935309
462	27489.1913245	34922.7748208
463	27471.3248733	34915.5024519
464	27461.8969389	34909.271423
465	27450.945178	34902.8499821
466	27436.2427313	34893.9851451
467	27425.6162683	34887.8300205
468	27410.4723378	34879.9467414
469	27401.3706816	34873.9883931
470	27388.4742767	34868.4298911
471	27375.9028503	34858.5125529
472	27362.6606146	34852.4168552
473	27350.9217083	34842.9886171
474	27342.1277579	34837.6782008
475	27316.2657993	34833.0389332
476	27306.1948131	34827.2319835
477	27292.0410917	34821.2075653
478	27278.1016387	34812.8911693
479	27269.6090679	34807.3304373
480	27259.8360654	34801.7446666
481	27234.1215391	34795.9444829
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956	24225.799164	33765.5024242
957	24222.7150222	33763.6785763
958	24218.9907153	33761.417375
959	24215.5829711	33759.7793903
960	24212.6742948	33757.6641532
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962	24205.4017924	33754.372276
963	24201.3685934	33751.7982639
964	24197.3031684	33750.0831608
965	24194.5547353	33748.904034
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967	24187.4700765	33745.2255948
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969	24181.6615393	33741.5040221
970	24176.3674475	33738.438653
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976	24157.3792039	33727.6218625
977	24153.7369808	33725.5871265
978	24150.7578138	33723.9692895
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980	24143.9115315	33722.4448308
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986	24123.6491937	33712.5961976
987	24121.4829017	33710.9878745
988	24117.7631656	33707.7035292
989	24114.4358592	33706.1661408
990	24110.0129595	33702.254511
991	24107.0207283	33700.137822
992	24104.6569975	33699.0793954
993	24100.5499276	33695.5996043
994	24097.8301582	33693.8840383
995	24093.4600922	33696.47033
996	24088.3498803	33693.5136648
997	24085.0004839	33691.3711689
998	24082.2278022	33689.5988855
999	24077.1616666	33707.598864
1000	24073.8748317	33706.1604724