#Boosting_iteration	Training Set Deviance	Test Set Deviance
1	102381.222112	93403.3875528
2	101839.951198	92962.8311375
3	101304.05774	92531.512554
4	100773.441354	92099.7470484
5	100248.096519	91677.0493629
6	99727.924372	91253.8998618
7	99212.919963	90839.6512476
8	98702.9859245	90424.9463217
9	98198.1178615	90018.9783716
10	97698.2198771	89612.5499986
11	97203.2881152	89214.6976574
12	96713.17738	88817.7369085
13	96227.8323939	88427.6876194
14	95747.0719819	88040.9781726
15	95270.9833929	87658.4703879
16	94799.3532377	87279.6154806
17	94332.2879159	86905.8377259
18	93869.560836	86532.4953091
19	93411.239325	86164.9932573
20	92957.1547108	85800.4618351
21	92507.3914738	85441.3460803
22	92061.7028129	85082.5451327
23	91620.3196609	84729.4987401
24	91182.9260987	84380.5543085
25	90749.671935	84032.0507363
26	90320.4397094	83687.3969341
27	89895.2665564	83349.8747379
28	89473.9585941	83009.5799623
29	89056.6427776	82675.9919011
30	88643.1810028	82346.1422216
31	88232.5491115	82018.4588597
32	87829.6896523	81698.0377524
33	87430.8487161	81380.8534622
34	87030.4163503	81061.9111038
35	86638.4068887	80750.2038299
36	86244.6749278	80437.8640251
37	85859.4066109	80131.5633427
38	85477.9813456	79828.3574885
39	85093.6240135	79519.7108433
40	84718.7277755	79221.7443556
41	84340.7690569	78922.003862
42	83972.3231463	78629.2095736
43	83607.5524837	78339.3743434
44	83238.4603222	78046.4418956
45	82879.926703	77761.6020601
46	82517.0534467	77470.2874788
47	82164.6602537	77190.3737541
48	81815.7821827	76913.2895856
49	81461.4591417	76632.3789793
50	81112.1146063	76351.6161457
51	80771.3994332	76083.9563566
52	80434.7122139	75816.6729896
53	80091.4663227	75544.3705808
54	79759.7466946	75283.873048
55	79422.3257614	75017.4503915
56	79089.5308536	74750.4124014
57	78763.8742265	74486.9408797
58	78442.6152124	74232.6861083
59	78118.5006311	73972.4045389
60	77800.4125209	73717.839772
61	77478.4006322	73462.5396913
62	77162.2014417	73209.0431091
63	76853.8507311	72964.9210056
64	76542.9377321	72716.2327638
65	76238.2067706	72469.8379655
66	75928.4975664	72225.5678768
67	75628.1151866	71986.2095453
68	75323.4579081	71744.9449531
69	75024.6183201	71505.4971203
70	74731.4279802	71272.1447187
71	74440.2743572	71037.2419667
72	74144.9417151	70802.1790346
73	73855.0934442	70569.7827281
74	73564.5763226	70337.2323202
75	73279.9281167	70107.0150369
76	72999.9636448	69883.2159035
77	72716.3337468	69659.7253505
78	72437.8569156	69436.5480262
79	72162.1761303	69216.5725723
80	71890.6374952	69000.8431244
81	71615.4914351	68780.1771545
82	71345.8641489	68563.9104321
83	71071.2965855	68348.3767216
84	70804.7785659	68138.1221145
85	70544.0997999	67927.9921334
86	70280.10528	67718.2611323
87	70022.607927	67512.2721639
88	69760.2589062	67301.6666553
89	69508.5185856	67099.6002117
90	69246.7805902	66893.1920106
91	68998.5982906	66693.2677909
92	68745.9214266	66492.5289914
93	68496.0237413	66292.6971881
94	68251.7118174	66098.0775765
95	68009.1809401	65902.8266663
96	67759.2197899	65705.8732552
97	67520.3531482	65516.0642752
98	67282.3292545	65323.7436265
99	67041.3938429	65130.4625198
100	66808.1867986	64943.097358
101	66569.0891605	64754.3262429
102	66334.8878587	64568.0271543
103	66106.5723379	64387.063958
104	65882.0411184	64208.5042636
105	65657.9904177	64029.2973401
106	65429.4332338	63846.0555847
107	65211.2071341	63670.8632356
108	64983.217205	63489.1700706
109	64762.9401351	63313.3354052
110	64545.2691728	63139.5586516
111	64325.47335	62963.1451392
112	64113.6306943	62794.8889351
113	63900.9883448	62625.0028721
114	63683.2328598	62455.5575768
115	63473.9531969	62289.9373084
116	63266.1465873	62124.3669918
117	63062.6490369	61963.4628311
118	62850.9253218	61796.1501145
119	62648.1439854	61636.0151611
120	62447.01599	61476.1039151
121	62243.8134753	61315.4370536
122	62046.0968823	61157.9074605
123	61852.104464	61004.4106548
124	61656.5204999	60847.8957736
125	61455.351395	60688.226397
126	61263.6401721	60536.8288903
127	61072.5641711	60386.1735867
128	60872.988595	60225.4414603
129	60687.6114505	60078.3164987
130	60502.363329	59929.5090827
131	60318.0903586	59783.3040091
132	60127.0865539	59634.9796191
133	59944.2236051	59488.6785141
134	59766.1238578	59348.1162617
135	59579.3030297	59198.7028632
136	59401.7916841	59058.9375616
137	59225.922311	58919.5568692
138	59049.6565862	58778.7660961
139	58868.3737037	58634.4640074
140	58698.4373983	58498.2346017
141	58520.891144	58354.4368292
142	58343.6461945	58214.3793847
143	58175.5934691	58081.4782424
144	58006.4073462	57944.2226241
145	57834.0731693	57804.5204715
146	57669.7440345	57672.2483975
147	57495.4602852	57537.3845137
148	57327.0970378	57399.667364
149	57164.1591833	57269.9190003
150	57006.4684199	57143.1149801
151	56840.0061841	57010.2694649
152	56676.2677604	56878.8544752
153	56517.7189777	56751.106784
154	56354.784516	56626.4241047
155	56200.850783	56502.7777678
156	56036.9653484	56371.7212653
157	55884.6676939	56251.2603369
158	55728.2332977	56125.9310602
159	55568.4889548	55998.9022782
160	55420.0739454	55879.8447043
161	55262.2222595	55753.7338509
162	55108.4449827	55633.0525965
163	54960.6035918	55513.5279648
164	54818.2346158	55400.6720771
165	54666.7585286	55281.5516134
166	54519.2046303	55164.7393221
167	54378.1327081	55051.1057338
168	54235.4927011	54935.8919789
169	54086.3194937	54817.6502617
170	53938.76049	54700.4779736
171	53801.6455509	54588.3499435
172	53655.843039	54472.1199665
173	53512.9477837	54362.9371728
174	53375.7270977	54254.6802286
175	53244.1433396	54149.7642921
176	53102.3515802	54038.3360832
177	52961.8939182	53927.8653727
178	52833.0887232	53822.5004582
179	52697.8470959	53714.811135
180	52568.4633443	53610.3385589
181	52433.0631182	53507.1194372
182	52301.6306475	53403.564759
183	52175.5444241	53303.1925492
184	52047.8551433	53200.3334251
185	51914.9866484	53095.947331
186	51786.4153571	52994.5363202
187	51663.816425	52893.8196538
188	51534.8295153	52793.5283721
189	51412.4108109	52697.033483
190	51283.7666551	52595.568164
191	51164.8489731	52503.3177524
192	51041.6378083	52405.9256447
193	50915.9477326	52308.6039917
194	50800.7988172	52215.2069583
195	50682.4194569	52120.0319717
196	50563.2815155	52026.1941494
197	50442.8137623	51933.7948412
198	50329.1755155	51843.5080212
199	50215.8772529	51752.3013427
200	50093.17122	51656.451522
201	49974.1370938	51564.6260636
202	49863.6480247	51476.3981923
203	49745.9768982	51384.6432624
204	49629.080715	51296.3936864
205	49516.0954854	51209.1512602
206	49401.0998239	51121.0565636
207	49295.8946079	51036.2599869
208	49179.5162478	50945.5799384
209	49067.7910186	50856.1203829
210	48956.1158516	50768.4678
211	48851.8476358	50684.6856824
212	48738.6217352	50596.5540422
213	48627.9420533	50507.9375894
214	48525.8955675	50424.5591583
215	48416.9266443	50337.080046
216	48309.5202942	50253.7072483
217	48199.9855956	50167.8827512
218	48095.1406732	50084.0981106
219	47996.4622217	50004.9434635
220	47898.4018411	49927.4794276
221	47791.692607	49844.824981
222	47687.8746438	49761.6215562
223	47583.8352293	49683.2903593
224	47483.4243213	49603.1636704
225	47379.5385533	49523.0045615
226	47277.786034	49441.9429237
227	47179.529647	49363.5953394
228	47082.4484443	49289.6185615
229	46982.9183702	49210.3908146
230	46885.2094232	49137.0296856
231	46793.7962725	49062.5925263
232	46696.7870852	48987.3821828
233	46602.375358	48909.8728776
234	46504.0791324	48834.0659494
235	46408.4274582	48758.044699
236	46315.1433073	48684.4455911
237	46220.9958993	48609.6676862
238	46125.0847184	48534.4253109
239	46034.474772	48460.7515703
240	45948.1247176	48394.5502923
241	45855.8913046	48320.6437128
242	45765.6821825	48253.2406479
243	45672.42851	48182.4295602
244	45584.8544645	48110.4507913
245	45497.8229937	48044.5848063
246	45408.9572163	47977.2042659
247	45322.3237979	47909.2803892
248	45234.6351829	47839.8242344
249	45146.9246625	47769.6878576
250	45062.8261801	47701.3456763
251	44974.2659728	47634.3029855
252	44886.3029915	47569.0388703
253	44803.8924486	47504.1787692
254	44720.5535705	47441.5410984
255	44634.3057371	47376.322849
256	44552.1533019	47315.2347873
257	44468.7118604	47249.7094486
258	44386.3829416	47185.3795339
259	44307.1192876	47121.0844139
260	44227.0087396	47058.4845131
261	44143.9449211	46995.7572437
262	44063.328372	46933.6889371
263	43986.1861094	46871.1826915
264	43906.2321671	46808.5432239
265	43828.6922077	46747.6376157
266	43748.2817887	46687.0281618
267	43664.5010437	46618.8428949
268	43589.1945798	46563.0154732
269	43506.6915028	46495.8871995
270	43430.6121438	46435.9271068
271	43352.972744	46376.9929518
272	43278.5511577	46319.0371417
273	43202.983862	46260.0037316
274	43123.0027499	46194.9991258
275	43051.6223712	46137.3462341
276	42976.0610187	46080.6387009
277	42902.4092714	46026.2003126
278	42826.6391484	45967.3738226
279	42752.7986636	45911.4507289
280	42675.6816385	45848.8378027
281	42605.278057	45794.1727348
282	42533.9848979	45738.8298318
283	42460.2259881	45683.1844825
284	42385.0613767	45622.2073211
285	42315.5057793	45566.3475803
286	42247.7026703	45515.3364452
287	42177.0895782	45462.5348993
288	42107.1957088	45408.4926799
289	42034.5697957	45353.2314147
290	41962.1227192	45294.5340819
291	41893.6033147	45243.0281179
292	41827.2139476	45189.7979422
293	41756.4781775	45135.4401864
294	41687.4830981	45084.5931483
295	41619.2700691	45033.2347246
296	41552.9255037	44982.895345
297	41485.0053952	44929.6390615
298	41416.3071192	44877.5147086
299	41351.1719646	44824.3054692
300	41284.2093872	44773.9729673
301	41218.5364724	44723.7764772
302	41150.9242711	44669.1448669
303	41084.3434193	44618.0942729
304	41021.6137362	44567.7042943
305	40957.4638632	44519.7298802
306	40892.9978781	44471.3445893
307	40828.1059091	44421.6251707
308	40762.3245756	44372.2312169
309	40699.9431783	44325.9013002
310	40635.4912009	44273.8898862
311	40572.206768	44225.0550476
312	40512.406104	44176.6730139
313	40451.1629785	44130.3027252
314	40389.6851269	44084.3375581
315	40325.8634848	44036.9779851
316	40264.3455705	43990.0893188
317	40205.5983142	43941.3021787
318	40142.9705331	43894.8607422
319	40083.8489816	43850.1509472
320	40023.785653	43804.712731
321	39964.8740631	43761.3814874
322	39904.7199366	43712.8701148
323	39844.4766477	43667.7755796
324	39788.2849926	43621.7470872
325	39731.215562	43578.3192035
326	39672.7624809	43532.9960809
327	39617.3732098	43487.0244356
328	39562.886785	43443.0650379
329	39505.9356831	43398.6995287
330	39447.08569	43356.3011951
331	39391.7931699	43315.1771344
332	39338.1037835	43270.6094387
333	39286.4933926	43230.6292651
334	39230.6567505	43187.9813764
335	39176.8116632	43145.8416781
336	39119.9133524	43103.8610617
337	39066.5234438	43064.21858
338	39010.2966516	43023.3955665
339	38958.8224807	42980.6444273
340	38907.5701878	42941.3292549
341	38855.4869375	42902.6867944
342	38803.1205592	42862.7624859
343	38751.4057467	42823.5677909
344	38699.552845	42785.5322656
345	38647.3263567	42746.00815
346	38593.3599058	42706.2850597
347	38544.299533	42664.2566579
348	38495.7488482	42626.0703625
349	38442.9492976	42588.8462191
350	38393.4611805	42550.3037265
351	38343.6967225	42513.8957973
352	38296.0433113	42473.2072354
353	38245.764229	42434.9809214
354	38194.0457782	42397.0000632
355	38145.7132668	42360.0203495
356	38097.9369741	42322.842622
357	38050.2446947	42286.9306451
358	38000.0298558	42251.6364735
359	37951.2519722	42214.4531485
360	37902.6903435	42178.9573428
361	37852.9392812	42142.49977
362	37807.0237849	42106.8270521
363	37759.6009638	42071.8591213
364	37713.4147618	42038.2118613
365	37663.1810601	42001.904983
366	37618.0001071	41967.3600381
367	37574.2347701	41929.8168044
368	37527.9381548	41896.0505579
369	37480.2339179	41861.3896801
370	37433.1256963	41828.4217519
371	37384.619146	41793.4685203
372	37340.5390713	41761.3199932
373	37296.1874842	41725.1965499
374	37253.0274845	41692.2287934
375	37206.8557078	41658.7373393
376	37161.3013858	41626.6841649
377	37117.968554	41590.6559531
378	37074.1632054	41557.9929247
379	37029.0440391	41524.9698777
380	36982.7741592	41491.7663755
381	36939.9441477	41460.8412235
382	36900.6069081	41431.5648794
383	36858.6196636	41397.758345
384	36817.7385942	41366.7278535
385	36774.0618382	41335.0108572
386	36729.2634216	41302.9534878
387	36688.6151312	41274.1556716
388	36647.4620451	41243.7469985
389	36604.3506207	41213.3999861
390	36561.8503079	41182.3575934
391	36521.7562863	41151.5477532
392	36481.6857874	41118.2226458
393	36441.3096095	41088.2726528
394	36402.5187555	41059.422219
395	36361.179452	41029.4807308
396	36320.0349511	41000.5961513
397	36281.0450192	40968.7026978
398	36241.7604395	40940.1740356
399	36199.8459068	40910.3665259
400	36159.6172198	40881.0450836
401	36116.0844722	40852.3234961
402	36077.5962418	40824.6796497
403	36039.8526476	40795.5353408
404	36003.0447723	40768.2771617
405	35966.2115434	40741.6905287
406	35925.5060794	40711.9050034
407	35888.5064904	40681.1262504
408	35848.466621	40652.7818723
409	35809.3741869	40625.4662075
410	35775.9627936	40600.1173208
411	35736.3924128	40571.2100573
412	35700.7555686	40544.131836
413	35662.4502355	40517.0710395
414	35621.6316966	40490.690768
415	35586.9319584	40465.0842233
416	35549.0504924	40434.5772526
417	35514.7254006	40405.8315127
418	35479.7287722	40380.8956263
419	35443.1055749	40355.9816706
420	35406.1947766	40329.9844391
421	35369.9653427	40303.950896
422	35332.6927781	40277.7749995
423	35298.5686177	40249.3887216
424	35264.709495	40225.3150843
425	35227.0150636	40197.2147412
426	35192.8791207	40173.2014871
427	35156.3701145	40146.5897355
428	35123.9885753	40119.0084842
429	35087.1687956	40090.901861
430	35051.866538	40062.488258
431	35017.0196257	40038.066954
432	34985.4900962	40014.464929
433	34949.5734472	39987.71297
434	34916.4331647	39963.5070353
435	34884.5851808	39940.2970823
436	34850.9900217	39916.3304144
437	34816.9896858	39888.9805734
438	34782.0633855	39862.331261
439	34748.9693463	39839.8483862
440	34718.4948608	39813.3528693
441	34682.5379175	39790.4052462
442	34649.5896967	39767.9000618
443	34615.5782721	39742.9341631
444	34582.8151755	39716.6000028
445	34548.5349915	39690.840068
446	34520.0424223	39669.245283
447	34490.6616038	39645.0214616
448	34457.5793606	39620.1480818
449	34425.5813183	39598.1619946
450	34393.8422228	39572.6582025
451	34364.5579613	39551.4158985
452	34335.1348942	39526.9466729
453	34304.0010335	39504.1049304
454	34271.3439886	39479.5860411
455	34242.4103547	39459.3312088
456	34210.7773635	39436.1603335
457	34180.2687382	39415.5043127
458	34151.9180372	39391.4629631
459	34121.4690042	39371.2680874
460	34091.2677391	39347.0208037
461	34058.8231298	39323.3907733
462	34029.2876537	39303.6886639
463	33998.361854	39281.2375556
464	33971.6733198	39261.6202799
465	33944.0872661	39238.6789026
466	33914.0624555	39216.1116171
467	33884.452001	39192.9870023
468	33854.2796888	39170.3627744
469	33827.4936633	39147.6393538
470	33797.4062909	39126.7604178
471	33764.6324498	39104.837785
472	33736.2824246	39081.7674839
473	33708.1021897	39061.406204
474	33678.3456625	39039.8441545
475	33650.6485447	39021.3007732
476	33619.0440365	38999.7618871
477	33593.0502385	38978.1371328
478	33568.4234715	38960.0161278
479	33536.9452609	38939.218671
480	33507.6222277	38918.6464923
481	33480.524593	38899.6622029
482	33453.5040821	38877.6818316
483	33424.6973389	38857.8831047
484	33399.6317673	38837.0274235
485	33369.0954999	38816.9076711
486	33341.1832468	38797.0059121
487	33314.8527609	38778.0705659
488	33288.6731031	38756.7799668
489	33258.7950622	38737.0244373
490	33232.8886575	38718.9377262
491	33205.297186	38700.0105998
492	33179.7394531	38683.0687133
493	33155.2149155	38663.1923979
494	33132.5082893	38646.0658761
495	33103.5082726	38627.0502723
496	33076.433999	38607.3532546
497	33051.396414	38586.9998481
498	33022.9103194	38568.3487459
499	32998.0433579	38547.7880472
500	32971.7098587	38529.7593748