#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	38011.5367658
54	31906.4571404	37844.7467502
55	31694.4175365	37699.847626
56	31507.3136445	37565.568732
57	31323.2424886	37427.4279173
58	31138.5313983	37310.3057014
59	30974.0250393	37178.3995568
60	30823.5540133	37060.8848882
61	30668.6313668	36954.6838569
62	30534.2145983	36847.1828632
63	30384.1640039	36755.2034627
64	30249.0044032	36666.9616525
65	30114.6392762	36568.8440062
66	29986.9331833	36473.1661792
67	29858.0020495	36376.8729781
68	29740.2127548	36311.9540243
69	29627.6530771	36238.847035
70	29476.3175741	36144.1141578
71	29374.0706859	36052.2453866
72	29269.7812516	35998.8568651
73	29176.8149554	35918.5209324
74	29047.5102639	35848.2730638
75	28966.5689587	35782.405346
76	28846.5964919	35720.7555939
77	28767.9834217	35657.8618645
78	28689.9981907	35604.2598046
79	28604.5537897	35541.4215463
80	28525.005122	35491.9489047
81	28424.5095812	35434.0071336
82	28346.2579605	35392.2272578
83	28277.1063896	35333.0292118
84	28182.3596701	35284.3864675
85	28067.3645375	35240.9534683
86	27984.7030186	35203.4334211
87	27922.4411866	35161.7498223
88	27864.8530376	35127.1664407
89	27802.6163043	35093.3568323
90	27655.4440003	35064.691872
91	27574.1080581	35026.1495399
92	27506.0280649	34976.4767104
93	27459.1433034	34947.9046505
94	27403.7471334	34912.3587067
95	27342.7901815	34864.198106
96	27215.198307	34850.8721589
97	27150.5126226	34814.8186423
98	27107.4618696	34776.5309681
99	27068.5264527	34749.5307459
100	27004.8358752	34723.1660408
101	26961.6247707	34696.4135166
102	26918.4246397	34669.2014418
103	26876.9650925	34632.4900281
104	26821.6862568	34603.654686
105	26789.2280834	34583.2054713
106	26743.4771138	34541.8062306
107	26705.0538121	34513.7035387
108	26656.4589307	34491.3068841
109	26614.9157396	34462.2467757
110	26566.7008741	34421.1690193
111	26515.1823982	34392.1617908
112	26480.4121555	34363.6798178
113	26439.0081282	34338.7686288
114	26409.7497748	34325.8140417
115	26378.7153138	34304.529945
116	26285.4583211	34326.0134997
117	26255.0128399	34302.3718247
118	26211.3236995	34283.6125057
119	26162.277647	34263.3132122
120	26128.1843145	34243.1809898
121	26088.947476	34227.3634936
122	26059.7353484	34206.1294168
123	26021.7970811	34192.2176439
124	25997.8624604	34184.4273078
125	25959.241731	34163.9949828
126	25929.7196047	34147.6819188
127	25903.0374077	34129.8143783
128	25873.6237686	34099.3651317
129	25799.0340142	34147.3923083
130	25764.627208	34112.4501103
131	25729.4997911	34086.6971916
132	25701.1504428	34072.418988
133	25668.882287	34060.6307139
134	25641.351847	34042.9076965
135	25606.990187	34026.8321181
136	25585.8749021	34012.4849021
137	25557.5606443	33993.3565317
138	25535.5006284	33976.8535608
139	25506.3698312	33964.1824805
140	25442.5754607	34032.3080504
141	25421.8387147	34023.3690706
142	25363.8813725	34012.3376044
143	25339.9387268	33991.8457919
144	25312.5968792	33980.2432657
145	25281.288089	33965.6437857
146	25227.8440877	34018.8633201
147	25199.9032112	33998.6801655
148	25178.86168	33983.5489806
149	25152.0890904	33965.5456312
150	25134.2016699	33959.4272739
151	25105.6662286	33937.9410283
152	25088.4860335	33931.1527513
153	25062.4485347	33919.056997
154	25015.966055	34007.958096
155	24988.470241	33996.884937
156	24959.7932446	33980.248194
157	24936.7103072	33970.0200374
158	24909.5559595	33955.1198798
159	24882.9768156	33933.6698314
160	24863.7812583	33921.7616954
161	24847.9921356	33916.2218838
162	24833.4807839	33902.7032419
163	24813.6904999	33894.2603936
164	24793.5502579	33878.5141431
165	24770.7968038	33856.6378552
166	24751.5063814	33845.5579244
167	24734.2751594	33832.5683008
168	24713.0238399	33819.0512271
169	24674.6996647	33913.4288018
170	24649.9785128	33893.2827843
171	24627.3462634	33885.0625648
172	24612.2211205	33872.7446581
173	24589.6958504	33866.6159436
174	24568.3525638	33850.7931908
175	24549.8074275	33844.1548863
176	24515.573894	33943.5252569
177	24496.8994572	33933.3306418
178	24481.1187167	33919.2653671
179	24463.1409104	33914.9439916
180	24438.5738168	33898.1169979
181	24416.7701354	33885.1748866
182	24399.6925643	33878.3883094
183	24383.4791576	33872.0785315
184	24363.1880518	33859.7698654
185	24346.6341527	33851.5552271
186	24330.5531283	33838.7820042
187	24301.1041605	33938.8394028
188	24288.9391475	33934.9740706
189	24273.5378423	33921.4387489
190	24257.9881744	33917.1725201
191	24243.9516016	33912.4062221
192	24229.3462216	33902.8558166
193	24214.7083819	33896.0631665
194	24197.7069071	33883.1026256
195	24183.8547709	33874.4943113
196	24167.5676432	33865.8643162
197	24151.2899365	33857.1522634
198	24130.7424995	33842.8624207
199	24113.7934918	33834.9984973
200	24099.3146796	33823.5955798
201	24077.8602797	33832.0238092
202	24065.3435037	33828.8472045
203	24044.6115776	33814.7595328
204	24024.3243752	33805.8154462
205	24006.2146575	33794.4308277
206	23992.7957495	33788.396218
207	23968.2852643	33765.0396904
208	23950.8548639	33754.3416561
209	23936.5214688	33748.1061992
210	23923.4748117	33741.2011466
211	23907.9028258	33732.2103723
212	23890.9540611	33725.2621812
213	23868.0588102	33698.5093398
214	23852.0934115	33692.5565918
215	23833.7976636	33684.0087764
216	23821.4546804	33674.4285649
217	23798.8738472	33771.6520276
218	23783.0797688	33764.9647573
219	23770.60187	33759.587412
220	23758.0684229	33750.1974309
221	23748.6606467	33743.8775767
222	23734.5357685	33737.8030338
223	23721.4096668	33732.153816
224	23706.6560745	33722.5356854
225	23692.0465523	33719.5848005
226	23678.4965692	33714.1418315
227	23663.5138357	33700.7431003
228	23650.9291436	33698.5347882
229	23635.9901399	33688.9665449
230	23624.6910434	33682.2101404
231	23613.4889273	33678.4697678
232	23604.6734293	33675.5698438
233	23593.610658	33671.1218511
234	23580.4796515	33662.8983613
235	23566.9826799	33657.9092027
236	23552.1499596	33649.783113
237	23539.1089053	33641.9831412
238	23524.8589266	33632.498062
239	23504.9047667	33612.219326
240	23493.838749	33603.8877379
241	23480.6145222	33593.0956716
242	23467.1459852	33583.1764648
243	23454.3329254	33576.8640931
244	23442.0047264	33569.7731316
245	23432.1889232	33564.0831556
246	23421.4010024	33559.8316359
247	23409.9865118	33543.6405985
248	23397.4674966	33539.2094499
249	23381.9438227	33531.9333412
250	23368.4724211	33525.1590184
251	23350.9357918	33500.7635712
252	23334.2963753	33489.8175357
253	23318.3011639	33483.2767211
254	23308.0744181	33479.0697318
255	23294.2527094	33470.0919492
256	23284.7316502	33462.0920845
257	23264.4037911	33487.4028591
258	23251.6976976	33477.6181807
259	23239.2732552	33473.7088962
260	23229.7218617	33466.402594
261	23217.6371382	33455.8280891
262	23206.8775459	33451.8961437
263	23197.3555317	33446.8778258
264	23184.1781495	33440.4905716
265	23174.3241924	33430.7799124
266	23164.3175274	33428.2489487
267	23155.2286062	33424.973833
268	23146.4278016	33419.8541672
269	23134.9671962	33411.8290966
270	23123.9456558	33405.099933
271	23110.7442898	33397.9405275
272	23102.0512241	33394.755821
273	23090.3929515	33388.6249689
274	23078.1947823	33380.8868678
275	23068.9413469	33377.3865939
276	23059.4013418	33374.4953745
277	23048.9334827	33371.597224
278	23039.3719797	33366.3803708
279	23027.1586546	33361.8062344
280	23017.259019	33357.508036
281	23006.872948	33349.7828147
282	22997.3463193	33337.1986793
283	22989.1865896	33330.9091925
284	22977.9575087	33320.0176005
285	22967.1256526	33312.4837593
286	22952.6991639	33305.4025298
287	22936.8198537	33291.0815727
288	22921.9967891	33279.0749237
289	22911.5996326	33273.7469798
290	22901.5856045	33269.0665705
291	22891.3263264	33262.8952984
292	22879.3439651	33260.6196546
293	22871.6335046	33253.0457753
294	22861.8968324	33248.8528269
295	22849.5175802	33242.6615196
296	22838.5790896	33231.3731904
297	22829.1314791	33224.2445572
298	22821.4545665	33219.8207335
299	22813.938999	33217.2837097
300	22804.1931373	33209.104551
301	22792.0874502	33197.3940721
302	22782.5317372	33190.3228865
303	22773.1410746	33186.9207211
304	22764.9595408	33185.5223094
305	22754.4206451	33183.0214457
306	22745.44886	33176.4899384
307	22734.761822	33167.1126267
308	22720.7534761	33154.264506
309	22712.8628646	33153.3644762
310	22705.0685213	33150.1094725
311	22695.7208151	33150.6085657
312	22685.919338	33145.1986399
313	22676.0768202	33139.2476258
314	22665.5561354	33131.9283395
315	22652.8308773	33119.5341916
316	22644.6365169	33116.8027514
317	22637.6989664	33112.731024
318	22624.7384079	33104.246411
319	22615.8184603	33098.9870309
320	22602.199365	33097.8200018
321	22592.5286124	33093.3058548
322	22584.4776145	33089.8728914
323	22575.8515629	33083.7997928
324	22566.8039186	33075.3616501
325	22556.1892602	33070.2578656
326	22548.3587084	33067.1702931
327	22542.0911016	33065.7796113
328	22532.3858076	33062.573267
329	22524.7430617	33058.5564676
330	22514.3812515	33056.9985987
331	22504.8957951	33053.9953294
332	22497.1872307	33052.256157
333	22490.2187841	33048.5675478
334	22481.8433664	33043.9768884
335	22472.3615887	33040.3827765
336	22463.7355851	33035.7301881
337	22455.921865	33032.8602922
338	22449.3584161	33030.7059031
339	22438.076043	33023.7742861
340	22430.4590875	33016.9729738
341	22422.0863678	33011.0694312
342	22413.8062381	33006.0708428
343	22404.0474045	32997.7259296
344	22394.9684676	32993.8160516
345	22387.8893965	32989.791186
346	22379.5613952	32982.4787985
347	22372.516177	32977.8623516
348	22365.6939955	32973.7700194
349	22360.52195	32972.2408171
350	22352.4269577	32969.1218325
351	22345.2435528	32965.7626133
352	22336.4190446	32961.5197766
353	22327.9421102	32957.9414736
354	22320.7104971	32951.9230688
355	22313.412115	32947.8462842
356	22304.1247997	32943.2418283
357	22294.8848592	32935.7549182
358	22285.0332615	32930.3450747
359	22278.9826688	32929.1932156
360	22267.1651634	32923.2731343
361	22259.2099492	32919.2578845
362	22250.9200236	32913.1591771
363	22242.4549026	32905.4638299
364	22235.3298333	32900.4178098
365	22225.7055718	32890.0865544
366	22217.3219171	32885.5643483
367	22209.8430149	32879.0341309
368	22199.1990701	32873.3158717
369	22190.8315884	32871.5300767
370	22183.8991866	32869.9307668
371	22174.7061477	32862.4693445
372	22166.136753	32855.7427664
373	22157.5730486	32854.8960302
374	22150.2789635	32851.5640096
375	22141.6068267	32846.7419482
376	22136.1287996	32844.0333259
377	22128.0875312	32843.6177685
378	22117.2299778	32840.6967413
379	22111.5911654	32837.8442039
380	22104.56022	32835.1950255
381	22091.9967731	32834.0327715
382	22085.9930089	32830.378355
383	22077.0394858	32825.5306496
384	22070.4748899	32823.8381935
385	22058.9197027	32821.3859732
386	22050.3757986	32819.3611675
387	22044.6075615	32817.0387415
388	22037.0911047	32813.2232111
389	22032.1773941	32813.3903411
390	22024.9490761	32811.0365989
391	22018.8163126	32807.1701056
392	22014.5413632	32805.2538357
393	22010.2387518	32803.1960968
394	22002.2579228	32797.3194969
395	21992.8784977	32795.3021704
396	21985.4269787	32796.0211844
397	21979.5810724	32791.6827717
398	21974.1904576	32789.7340367
399	21967.4696218	32783.9278592
400	21961.5970186	32781.8398673
401	21953.1868793	32782.471608
402	21946.3874028	32778.13021
403	21940.5554161	32773.9625545
404	21933.7646572	32771.7791684
405	21926.9508573	32767.3901732
406	21921.5484771	32765.5403564
407	21909.7223187	32757.0089373
408	21903.3745213	32754.6360077
409	21894.3187534	32754.9996159
410	21887.1807482	32752.1300724
411	21881.4891018	32744.5932263
412	21875.4123575	32740.4348535
413	21870.0381482	32737.7583224
414	21862.8245536	32734.891085
415	21855.5114375	32730.8318282
416	21847.4535123	32725.9999269
417	21840.9940495	32725.8660639
418	21831.7718639	32770.9567704
419	21827.0813272	32769.5393562
420	21820.8787209	32766.4478231
421	21814.4262367	32762.4583874
422	21808.7269598	32760.6141325
423	21801.1775666	32755.9554458
424	21795.3374569	32752.4352214
425	21790.2423526	32747.8068769
426	21784.5234165	32746.0528241
427	21777.6534791	32741.482419
428	21770.7913769	32737.9029071
429	21762.9730061	32733.354565
430	21753.8341681	32724.9367402
431	21746.4301312	32721.7435623
432	21740.0179567	32719.909826
433	21733.3084514	32722.9211321
434	21728.2904901	32719.8631406
435	21722.2304295	32718.1185231
436	21715.0812198	32716.0805923
437	21708.5499857	32713.7200998
438	21702.8286055	32709.9794887
439	21697.8379187	32708.5215936
440	21689.262077	32707.2040427
441	21681.3846495	32704.9751541
442	21674.0362772	32700.4945021
443	21669.1059944	32696.8745799
444	21663.2225812	32693.2212012
445	21656.7037869	32693.4516625
446	21651.9247802	32689.3925864
447	21645.9956151	32687.3585139
448	21641.2631545	32688.9050511
449	21635.9906236	32685.4349981
450	21630.2605103	32679.2242558
451	21622.1797861	32671.6970749
452	21616.8011524	32670.2424211
453	21609.6597238	32668.5336212
454	21605.2093863	32667.4706215
455	21599.0937462	32663.1506845
456	21592.6532654	32657.7041035
457	21586.1893583	32655.7380151
458	21579.1732443	32649.9080123
459	21572.6751462	32646.9346938
460	21568.001424	32646.6737336
461	21557.7213398	32639.3947111
462	21551.085014	32637.8767259
463	21543.9164258	32628.625523
464	21538.3689165	32626.6418345
465	21531.5230534	32624.9362598
466	21524.3949812	32619.3344496
467	21517.5466323	32619.0156309
468	21512.6122404	32614.7804213
469	21505.0355402	32612.097698
470	21500.0305506	32612.7599654
471	21494.3353161	32611.2839152
472	21487.9327892	32607.9612197
473	21482.2063482	32607.4608043
474	21475.3748524	32601.4897444
475	21468.3461807	32594.7200724
476	21463.2441763	32590.0919994
477	21456.4832696	32587.0661605
478	21451.3725305	32583.3455018
479	21445.4867402	32583.4776249
480	21440.1151425	32582.52861
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956	19544.8002258	32416.9856736
957	19541.3567241	32414.9471374
958	19537.8067132	32415.7169401
959	19534.7195425	32414.6334822
960	19532.3505218	32414.2674663
961	19530.5556702	32412.14872
962	19530.087938	32412.4881358
963	19527.6308489	32411.1267097
964	19524.3210444	32410.1635574
965	19522.019092	32408.9292017
966	19520.1899523	32410.4161577
967	19517.5445794	32408.9235973
968	19514.2109414	32407.6993369
969	19510.6730695	32408.8153929
970	19508.9731102	32434.9021702
971	19506.0578953	32434.9355041
972	19501.4814364	32432.3677467
973	19498.9461251	32429.8063944
974	19496.51072	32429.570601
975	19492.2751649	32431.4506784
976	19490.2859496	32430.1556368
977	19487.1483519	32428.9752641
978	19484.9685377	32427.1517347
979	19482.3602203	32424.1208063
980	19479.4506244	32424.0352596
981	19473.0180515	32419.4863522
982	19469.8653221	32419.3681727
983	19466.6472108	32420.0543293
984	19463.0182356	32419.2636284
985	19457.1251757	32419.1711755
986	19455.445234	32419.6165232
987	19453.4854357	32420.5078936
988	19451.6806918	32419.7785787
989	19445.8171961	32418.6732604
990	19443.5073765	32418.3186546
991	19439.4628266	32419.521447
992	19435.3006868	32420.1969828
993	19432.8387276	32416.4223432
994	19430.9028817	32418.1414778
995	19428.3649055	32417.7290809
996	19425.3977327	32414.9017175
997	19423.0395077	32415.5784482
998	19420.5176737	32416.6932441
999	19417.9484934	32415.2755471
1000	19414.810755	32413.7249225