#Boosting_iteration	Training Set Deviance	Test Set Deviance
1	97584.6373457	89543.3911528
2	92753.9167638	85618.9540349
3	88365.7010007	82128.0490609
4	84364.5108409	78935.8575112
5	80752.8593996	76066.9017205
6	77430.9803715	73411.1201729
7	74265.3271059	70913.2764854
8	71376.0362646	68596.8304588
9	68727.9296422	66466.4803511
10	66273.546552	64507.5576075
11	64021.1283657	62716.4757125
12	61859.5732822	61035.1669901
13	59943.1819434	59521.8424227
14	58160.1411066	58090.3467091
15	56459.0753077	56724.5284942
16	54855.4514084	55447.2201146
17	53465.2621231	54362.4015057
18	52115.2965281	53306.9751259
19	50834.6497902	52281.1012224
20	49698.0313173	51383.4269935
21	48553.1591561	50477.1755097
22	47490.9235056	49626.0037035
23	46523.6951705	48869.33551
24	45548.2820626	48116.6583665
25	44694.6354657	47424.0127866
26	43868.0059141	46772.685855
27	43080.9762235	46195.5827313
28	42328.520048	45607.6346266
29	41615.557132	45069.0251453
30	40929.3431478	44513.6582186
31	40287.5533119	44022.5502298
32	39691.9592311	43581.304706
33	39130.485255	43129.6910924
34	38612.3819017	42739.0851772
35	38081.1638882	42349.6784669
36	37585.4901123	42006.2972781
37	37125.6979951	41632.0481875
38	36692.5505312	41310.8151309
39	36282.3093137	40976.1694432
40	35884.0483486	40688.9684688
41	35489.4615344	40409.866347
42	35148.6521577	40171.0915442
43	34780.3159283	39902.2142628
44	34468.2343407	39641.2524958
45	34156.8894335	39430.7037657
46	33880.3783682	39228.9646122
47	33593.8920715	39037.02052
48	33313.0269291	38835.3793237
49	33017.0709627	38648.9334144
50	32789.7111158	38474.9150355
51	32585.8875184	38329.9473149
52	32352.2225931	38171.5464534
53	32111.791412	38011.2781576
54	31906.4571404	37844.2871809
55	31694.4175365	37699.2318157
56	31507.3136445	37564.8256037
57	31323.2424886	37426.5455501
58	31138.5313983	37308.6248654
59	30974.0250393	37176.5896558
60	30823.5540133	37058.9965168
61	30668.6313668	36952.570595
62	30534.2145983	36844.9591768
63	30384.1640039	36752.2492827
64	30249.0044032	36663.9132036
65	30114.6392762	36565.689741
66	29986.9331833	36469.8920341
67	29858.0020495	36373.3827732
68	29740.2127548	36307.2544505
69	29627.6530771	36234.0634433
70	29476.3175741	36139.2639582
71	29374.0706859	36047.3294241
72	29269.7812516	35993.3035685
73	29176.8149554	35912.8635271
74	29047.5102639	35842.5311493
75	28966.5689587	35776.5833651
76	28846.5964919	35714.8535973
77	28767.9834217	35651.7836744
78	28689.9981907	35598.036444
79	28604.5537897	35535.1751495
80	28525.005122	35485.6496647
81	28424.5095812	35427.6428906
82	28346.2579605	35385.7708943
83	28277.1063896	35326.488126
84	28182.3596701	35277.25701
85	28067.3645375	35233.7838156
86	27984.7030186	35196.1727385
87	27922.4411866	35154.4115256
88	27864.8530376	35119.7632096
89	27802.6163043	35085.891692
90	27655.4440003	35055.7039111
91	27574.1080581	35017.1028951
92	27506.0280649	34967.3637224
93	27459.1433034	34938.762088
94	27403.7471334	34903.1874619
95	27342.7901815	34854.9587819
96	27215.198307	34840.2824973
97	27150.5126226	34804.2294121
98	27107.4618696	34765.8354318
99	27068.5264527	34738.7873512
100	27004.8358752	34712.3881825
101	26961.6247707	34685.5439266
102	26918.4246397	34658.294203
103	26876.9650925	34621.5122344
104	26821.6862568	34592.6388513
105	26789.2280834	34572.170675
106	26743.4771138	34530.7594723
107	26705.0538121	34502.5933795
108	26656.4589307	34480.1617943
109	26614.9157396	34451.0575122
110	26566.7008741	34409.9832576
111	26515.1823982	34380.9680973
112	26480.4121555	34352.4926261
113	26439.0081282	34327.509096
114	26409.7497748	34314.5513196
115	26378.7153138	34293.1530085
116	26285.4583211	34313.4531561
117	26255.0128399	34289.7724668
118	26211.3236995	34270.9632385
119	26162.277647	34250.6551111
120	26128.1843145	34230.4840952
121	26088.947476	34214.6388449
122	26059.7353484	34193.299306
123	26021.7970811	34179.3804255
124	25997.8624604	34171.5895049
125	25959.241731	34151.162408
126	25929.7196047	34134.8136268
127	25903.0374077	34116.918747
128	25873.6237686	34086.4353524
129	25799.0340142	34132.3397139
130	25764.627208	34097.3954717
131	25729.4997911	34071.6195182
132	25701.1504428	34057.3187587
133	25668.882287	34045.5221053
134	25641.351847	34027.7916746
135	25606.990187	34011.722735
136	25585.8749021	33997.3776551
137	25557.5606443	33978.2749297
138	25535.5006284	33961.7382519
139	25506.3698312	33949.0436989
140	25442.5754607	34015.2270861
141	25421.8387147	34006.3005166
142	25363.8813725	33995.2709273
143	25339.9387268	33974.7480438
144	25312.5968792	33963.1296953
145	25281.288089	33948.5199708
146	25227.8440877	34000.8654133
147	25199.9032112	33980.667966
148	25178.86168	33965.5256871
149	25152.0890904	33947.5077846
150	25134.2016699	33941.3330955
151	25105.6662286	33919.843889
152	25088.4860335	33913.0677767
153	25062.4485347	33900.9414792
154	25015.966055	33988.1936863
155	24988.470241	33977.0969832
156	24959.7932446	33960.4452559
157	24936.7103072	33950.1884976
158	24909.5559595	33935.2864644
159	24882.9768156	33913.8068379
160	24863.7812583	33901.8229416
161	24847.9921356	33896.2758807
162	24833.4807839	33882.7324451
163	24813.6904999	33874.2951001
164	24793.5502579	33858.524457
165	24770.7968038	33836.6466224
166	24751.5063814	33825.5334638
167	24734.2751594	33812.5178078
168	24713.0238399	33798.9986218
169	24674.6996647	33891.8880948
170	24649.9785128	33871.7192279
171	24627.3462634	33863.5034287
172	24612.2211205	33851.1731401
173	24589.6958504	33845.0420193
174	24568.3525638	33829.2219725
175	24549.8074275	33822.5649356
176	24515.573894	33920.562586
177	24496.8994572	33910.3484778
178	24481.1187167	33896.4125873
179	24463.1409104	33892.0886198
180	24438.5738168	33875.265276
181	24416.7701354	33862.3165532
182	24399.6925643	33855.5186726
183	24383.4791576	33849.191251
184	24363.1880518	33836.8733073
185	24346.6341527	33828.6465342
186	24330.5531283	33815.8796012
187	24301.1041605	33914.6749575
188	24288.9391475	33910.8018231
189	24273.5378423	33897.2755688
190	24257.9881744	33892.9869473
191	24243.9516016	33888.1640209
192	24229.3462216	33878.5636457
193	24214.7083819	33871.767269
194	24197.7069071	33858.8137237
195	24183.8547709	33850.1765583
196	24167.5676432	33841.5353602
197	24151.2899365	33832.8244946
198	24130.7424995	33818.5095767
199	24113.7934918	33810.4422909
200	24099.3146796	33799.0421768
201	24077.8602797	33806.9968263
202	24065.3435037	33803.8139699
203	24044.6115776	33789.7182834
204	24024.3243752	33780.763881
205	24006.2146575	33769.3234263
206	23992.7957495	33763.2917141
207	23968.2852643	33739.9218747
208	23950.8548639	33729.2263554
209	23936.5214688	33722.9771999
210	23923.4748117	33716.0562879
211	23907.9028258	33707.0227674
212	23890.9540611	33700.0611717
213	23868.0588102	33673.2995997
214	23852.0934115	33667.3501014
215	23833.7976636	33658.7995696
216	23821.4546804	33649.2259362
217	23798.8738472	33745.3536299
218	23783.0797688	33738.6589004
219	23770.60187	33733.2579664
220	23758.0684229	33723.9817569
221	23748.6606467	33717.6565401
222	23734.5357685	33711.5526507
223	23721.4096668	33705.9065547
224	23706.6560745	33696.2533668
225	23692.0465523	33693.3551094
226	23678.4965692	33687.7369615
227	23663.5138357	33674.3415544
228	23650.9291436	33672.1466504
229	23635.9901399	33662.5470426
230	23624.6910434	33655.7982049
231	23613.4889273	33652.0507149
232	23604.6734293	33649.1413032
233	23593.610658	33644.6712019
234	23580.4796515	33636.4108119
235	23566.9826799	33631.4244081
236	23552.1499596	33623.2807609
237	23539.1089053	33615.4733513
238	23524.8589266	33605.9843057
239	23504.9047667	33585.7001591
240	23493.838749	33577.3656649
241	23480.6145222	33566.6055559
242	23467.1459852	33556.69473
243	23454.3329254	33550.4482542
244	23442.0047264	33543.3167162
245	23432.1889232	33537.6208167
246	23421.4010024	33533.3721289
247	23409.9865118	33517.1967862
248	23397.4674966	33512.6540012
249	23381.9438227	33505.375754
250	23368.4724211	33498.5953717
251	23350.9357918	33474.211611
252	23334.2963753	33463.2611532
253	23318.3011639	33456.7245721
254	23308.0744181	33452.5256608
255	23294.2527094	33443.5699598
256	23284.7316502	33435.5632845
257	23264.4037911	33460.3615194
258	23251.6976976	33450.5694241
259	23239.2732552	33446.657996
260	23229.7218617	33439.3995871
261	23217.6371382	33428.8298582
262	23206.8775459	33424.8882344
263	23197.3555317	33419.8816876
264	23184.1781495	33413.4738171
265	23174.3241924	33403.7585255
266	23164.3175274	33401.0889778
267	23155.2286062	33397.8166045
268	23146.4278016	33392.6843164
269	23134.9671962	33384.6282534
270	23123.9456558	33377.889422
271	23110.7442898	33370.7113825
272	23102.0512241	33367.5306693
273	23090.3929515	33361.4058486
274	23078.1947823	33353.6883403
275	23068.9413469	33350.1934178
276	23059.4013418	33347.299584
277	23048.9334827	33344.3023236
278	23039.3719797	33339.0742441
279	23027.1586546	33334.4918571
280	23017.259019	33330.1887751
281	23006.872948	33322.4549945
282	22997.3463193	33309.9056432
283	22989.1865896	33303.6088065
284	22977.9575087	33292.7233304
285	22967.1256526	33285.1427158
286	22952.6991639	33278.0704818
287	22936.8198537	33263.7581123
288	22921.9967891	33251.7563935
289	22911.5996326	33246.3988397
290	22901.5856045	33242.1212228
291	22891.3263264	33235.9865732
292	22879.3439651	33233.7022004
293	22871.6335046	33226.1276358
294	22861.8968324	33221.9169274
295	22849.5175802	33215.7177518
296	22838.5790896	33204.4238779
297	22829.1314791	33197.262258
298	22821.4545665	33192.8286415
299	22813.938999	33190.3070712
300	22804.1931373	33182.1382483
301	22792.0874502	33170.4331528
302	22782.5317372	33163.3540856
303	22773.1410746	33159.9310175
304	22764.9595408	33158.5306053
305	22754.4206451	33156.0258074
306	22745.44886	33149.5042988
307	22734.761822	33140.1283274
308	22720.7534761	33127.2729622
309	22712.8628646	33126.2465193
310	22705.0685213	33122.9903401
311	22695.7208151	33123.4849361
312	22685.919338	33118.0890725
313	22676.0768202	33112.1336122
314	22665.5561354	33104.816885
315	22652.8308773	33092.4368007
316	22644.6365169	33089.7242001
317	22637.6989664	33085.652936
318	22624.7384079	33077.1568296
319	22615.8184603	33071.9319652
320	22602.199365	33070.7501335
321	22592.5286124	33066.2318874
322	22584.4776145	33062.7732364
323	22575.8515629	33056.6562778
324	22566.8039186	33048.2230848
325	22556.1892602	33043.125881
326	22548.3587084	33040.0357355
327	22542.0911016	33038.6415656
328	22532.3858076	33035.4720294
329	22524.7430617	33031.4528493
330	22514.3812515	33029.874436
331	22504.8957951	33026.8621119
332	22497.1872307	33025.1182365
333	22490.2187841	33021.4240779
334	22481.8433664	33016.8513635
335	22472.3615887	33013.2555689
336	22463.7355851	33008.6014359
337	22455.921865	33005.7089787
338	22449.3584161	33003.6018812
339	22438.076043	32996.6614702
340	22430.4590875	32989.8182061
341	22422.0863678	32983.9236301
342	22413.8062381	32978.9028583
343	22404.0474045	32970.5431273
344	22394.9684676	32966.6239435
345	22387.8893965	32962.6084024
346	22379.5613952	32955.308326
347	22372.516177	32950.7832303
348	22365.6939955	32946.6857429
349	22360.52195	32945.1561539
350	22352.4269577	32942.0271735
351	22345.2435528	32938.6665371
352	22336.4190446	32934.4898192
353	22327.9421102	32930.8964038
354	22320.7104971	32924.8627023
355	22313.412115	32920.780593
356	22304.1247997	32916.1586182
357	22294.8848592	32908.6764745
358	22285.0332615	32903.2746369
359	22278.9826688	32902.1180954
360	22267.1651634	32896.1873804
361	22259.2099492	32892.1459687
362	22250.9200236	32886.07582
363	22242.4549026	32878.3988897
364	22235.3298333	32873.3492412
365	22225.7055718	32863.0248105
366	22217.3219171	32858.4814437
367	22209.8430149	32851.9477627
368	22199.1990701	32846.2198404
369	22190.8315884	32844.4301811
370	22183.8991866	32842.6341816
371	22174.7061477	32835.1749042
372	22166.136753	32828.4709481
373	22157.5730486	32827.632091
374	22150.2789635	32824.3128884
375	22141.6068267	32819.4868506
376	22136.1287996	32818.2795026
377	22128.0875312	32817.8535321
378	22117.2299778	32814.9192462
379	22111.5911654	32812.1113297
380	22104.56022	32809.4736
381	22091.9967731	32808.3133186
382	22085.9930089	32804.6781761
383	22077.0394858	32799.829616
384	22070.4748899	32798.1364642
385	22058.9197027	32795.6872486
386	22050.3757986	32793.6773312
387	22044.6075615	32791.3476836
388	22037.0911047	32787.5199021
389	22032.1773941	32787.6913187
390	22024.9490761	32785.3385217
391	22018.8163126	32781.4744487
392	22014.5413632	32779.570229
393	22010.2387518	32777.504941
394	22002.2579228	32771.6268791
395	21992.8784977	32769.6374053
396	21985.4269787	32770.3547262
397	21979.5810724	32766.0453214
398	21974.1904576	32764.0845851
399	21967.4696218	32758.277906
400	21961.5970186	32756.1877548
401	21953.1868793	32756.8089845
402	21946.3874028	32752.4625666
403	21940.5554161	32748.2576449
404	21933.7646572	32746.0065997
405	21926.9508573	32741.643623
406	21921.5484771	32739.8047927
407	21909.7223187	32731.271075
408	21903.3745213	32728.8650565
409	21894.3187534	32729.2406878
410	21887.1807482	32726.3678861
411	21881.4891018	32718.978597
412	21875.4123575	32714.8252249
413	21870.0381482	32712.1371468
414	21862.8245536	32709.2874524
415	21855.5114375	32705.2305459
416	21847.4535123	32700.3937357
417	21840.9940495	32700.2293689
418	21831.7718639	32744.7192263
419	21827.0813272	32743.303554
420	21820.8787209	32740.2199324
421	21814.4262367	32736.2001536
422	21808.7269598	32734.3959288
423	21801.1775666	32729.7396609
424	21795.3374569	32726.2149562
425	21790.2423526	32721.6299282
426	21784.5234165	32719.8731488
427	21777.6534791	32715.303334
428	21770.7913769	32711.7272173
429	21762.9730061	32707.1808732
430	21753.8341681	32698.7337994
431	21746.4301312	32695.5456389
432	21740.0179567	32693.6989724
433	21733.3084514	32696.7004531
434	21728.2904901	32693.6544638
435	21722.2304295	32691.9105219
436	21715.0812198	32689.8692233
437	21708.5499857	32687.504846
438	21702.8286055	32683.7635049
439	21697.8379187	32682.3583671
440	21689.262077	32681.0430391
441	21681.3846495	32678.8166819
442	21674.0362772	32674.3371062
443	21669.1059944	32670.7228835
444	21663.2225812	32667.0688253
445	21656.7037869	32667.3081719
446	21651.9247802	32663.2477545
447	21645.9956151	32661.2104881
448	21641.2631545	32662.7699227
449	21635.9906236	32659.3174514
450	21630.2605103	32653.1755651
451	21622.1797861	32645.6213151
452	21616.8011524	32644.1628438
453	21609.6597238	32642.4823289
454	21605.2093863	32641.3940318
455	21599.0937462	32637.06408
456	21592.6532654	32631.6199167
457	21586.1893583	32629.61233
458	21579.1732443	32623.7959779
459	21572.6751462	32620.8157031
460	21568.001424	32620.5160529
461	21557.7213398	32613.2177059
462	21551.085014	32611.7080861
463	21543.9164258	32602.4573247
464	21538.3689165	32600.4710617
465	21531.5230534	32598.7678964
466	21524.3949812	32593.1644321
467	21517.5466323	32592.7984781
468	21512.6122404	32588.5668746
469	21505.0355402	32585.8833792
470	21500.0305506	32586.5449718
471	21494.3353161	32585.0790445
472	21487.9327892	32581.7590784
473	21482.2063482	32581.220506
474	21475.3748524	32575.284167
475	21468.3461807	32568.5257771
476	21463.2441763	32563.9061372
477	21456.4832696	32560.8929218
478	21451.3725305	32557.1711956
479	21445.4867402	32557.3143173
480	21440.1151425	32556.3448383
481	21436.2380893	32555.3526817
482	21430.2179102	32554.6217119
483	21425.24706	32554.4355808
484	21418.424881	32552.9972765
485	21413.1588372	32549.8444565
486	21406.667708	32549.1161397
487	21401.1357115	32552.6433644
488	21395.1938586	32547.6870274
489	21387.9944782	32545.3483895
490	21382.4029841	32546.2988832
491	21378.1402548	32544.7712565
492	21369.3700686	32540.4810609
493	21364.6487355	32539.3148827
494	21359.3565487	32536.2871357
495	21352.6907103	32532.7185772
496	21347.7354141	32532.2109134
497	21343.67209	32531.0141527
498	21337.1954869	32532.0192058
499	21332.5416429	32528.6962092
500	21326.7512005	32525.2184374