iter	RMSE
0	14.08219267
1	13.22546829
2	12.39680622
3	11.66242332
4	11.07633253
5	10.54338329
6	10.08012961
7	9.678469672
8	9.309185442
9	8.982328794
10	8.589492292
11	8.268490699
12	7.995195206
13	7.719809549
14	7.515652203
15	7.309332635
16	7.11473844
17	6.973046378
18	6.800769713
19	6.663413517
20	6.547078454
21	6.425376257
22	6.337498289
23	6.25162545
24	6.189910902
25	6.133048499
26	6.073729418
27	6.000701424
28	5.952982999
29	5.90561216
30	5.870461668
31	5.811230147
32	5.775581173
33	5.748085139
34	5.721607995
35	5.689382093
36	5.659184602
37	5.637577046
38	5.617274353
39	5.601186134
40	5.580203705
41	5.560441759
42	5.534021984
43	5.510269788
44	5.493313371
45	5.472333408
46	5.454714357
47	5.436871391
48	5.422623045
49	5.404991112
50	5.39548895
51	5.381690613
52	5.370588666
53	5.359575307
54	5.348450475
55	5.333763728
56	5.323617737
57	5.315502929
58	5.310845892
59	5.303290159
60	5.298172402
61	5.290753805
62	5.283855634
63	5.277061035
64	5.265722844
65	5.260802084
66	5.249280819
67	5.243685324
68	5.230231018
69	5.223123546
70	5.214854672
71	5.209143513
72	5.200670087
73	5.196642074
74	5.184791184
75	5.181326479
76	5.176769999
77	5.172979776
78	5.166650784
79	5.161162792
80	5.153965261
81	5.14979462
82	5.14299354
83	5.13281026
84	5.127787031
85	5.123561787
86	5.118375615
87	5.106458985
88	5.102202996
89	5.097393097
90	5.092353511
91	5.086950113
92	5.080291255
93	5.073976801
94	5.068216563
95	5.065352547
96	5.059055517
97	5.054399745
98	5.044056164
99	5.043017589
100	5.037805533
101	5.030810334
102	5.02795114
103	5.024678846
104	5.019679692
105	5.012514384
106	5.004185023
107	5.00211133
108	4.996202158
109	4.983871201
110	4.980995213
111	4.972878161
112	4.964481934
113	4.959257911
114	4.955669385
115	4.948209017
116	4.936561406
117	4.93098958
118	4.922587728
119	4.915459761
120	4.912612946
121	4.908920426
122	4.900897851
123	4.899254227
124	4.893802772
125	4.885725299
126	4.878607985
127	4.874665744
128	4.867716184
129	4.861581313
130	4.854416717
131	4.847975156
132	4.845274891
133	4.841407897
134	4.832434378
135	4.826225515
136	4.818260288
137	4.808497399
138	4.801413964
139	4.793316712
140	4.790686519
141	4.782713748
142	4.777025594
143	4.764522871
144	4.756958489
145	4.748719805
146	4.745601114
147	4.74135134
148	4.735857932
149	4.731282373
150	4.721038985
151	4.71749368
152	4.710882213
153	4.702491926
154	4.700597852
155	4.695304503
156	4.690618134
157	4.687662496
158	4.683328456
159	4.6787599
160	4.675622371
161	4.671333549
162	4.670183815
163	4.664797697
164	4.662908489
165	4.655669898
166	4.652852795
167	4.649853885
168	4.645208666
169	4.640635093
170	4.63718767
171	4.63529605
172	4.632594788
173	4.628644421
174	4.624829463
175	4.623844642
176	4.622952341
177	4.620145168
178	4.619480277
179	4.614052741
180	4.610853837
181	4.602466479
182	4.599595355
183	4.596176679
184	4.591408301
185	4.586855723
186	4.586211261
187	4.575878389
188	4.575364962
189	4.566739771
190	4.565705051
191	4.561309301
192	4.559751942
193	4.556505088
194	4.555916419
195	4.54839812
196	4.546676512
197	4.544224998
198	4.537389334
199	4.533360302