#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