iter	RMSE
0	13.58808486
1	12.62483223
2	11.87960578
3	11.01202277
4	10.24267735
5	9.467276747
6	8.836266406
7	8.326046733
8	7.699500054
9	7.162245325
10	6.634236654
11	6.226534161
12	5.925392597
13	5.505306039
14	5.281901805
15	4.96460665
16	4.646961549
17	4.32976997
18	4.1094694
19	3.834591208
20	3.58965108
21	3.450988126
22	3.270843636
23	3.138291781
24	2.988050539
25	2.910438669
26	2.811270012
27	2.700498133
28	2.597133725
29	2.511189922
30	2.401120456
31	2.300900425
32	2.209069421
33	2.129311046
34	2.069363841
35	1.985829305
36	1.911280855
37	1.894515034
38	1.838204222
39	1.785170681
40	1.753675201
41	1.722030076
42	1.67876843
43	1.635079647
44	1.609427669
45	1.583104609
46	1.561084152
47	1.544661982
48	1.530253458
49	1.487070936
50	1.468509458
51	1.445780775
52	1.419436702
53	1.4031835
54	1.381988161
55	1.366214971
56	1.339571223
57	1.335983582
58	1.322972843
59	1.312056185
60	1.298794996
61	1.296696703
62	1.280953208
63	1.249517326
64	1.243758843
65	1.227270444
66	1.221913871
67	1.211554868
68	1.193791145
69	1.176309999
70	1.174147845
71	1.172532833
72	1.159681802
73	1.133306101
74	1.131125145
75	1.124145123
76	1.117783438
77	1.098780101
78	1.090352071
79	1.080510671
80	1.055927489
81	1.047317785
82	1.020559186
83	1.003359299
84	0.9950193282
85	0.9746072291
86	0.9687993118
87	0.9489509266
88	0.9442011043
89	0.9398444894
90	0.9370515146
91	0.9332178849
92	0.9282521398
93	0.9217443
94	0.9115363529
95	0.9104000641
96	0.9001327933
97	0.8980751773
98	0.8805792328
99	0.8776013304
100	0.8689851882
101	0.8658509989
102	0.8637627211
103	0.8484368731
104	0.8474248221
105	0.8426691853
106	0.8386346964
107	0.828156733
108	0.8151322579
109	0.8028484747
110	0.8002146222
111	0.7967169569
112	0.7887194594
113	0.7859952808
114	0.7683267416
115	0.7612673592
116	0.7470680063
117	0.7440705985
118	0.7329359942
119	0.731214222
120	0.7235059755
121	0.7180252256
122	0.711303956
123	0.7068539492
124	0.7028971453
125	0.6994256689
126	0.6916014901
127	0.688880964
128	0.6815975729
129	0.6806228975
130	0.6767720669
131	0.6720286893
132	0.6648085456
133	0.6580857251
134	0.6534814215
135	0.6488846656
136	0.6462204842
137	0.6405271727
138	0.6344025537
139	0.6263288023
140	0.6206817793
141	0.6174178304
142	0.6137299779
143	0.6099397343
144	0.607903817
145	0.6003292151
146	0.5931800265
147	0.5905489975
148	0.5873460873
149	0.5849497365
150	0.5826164565
151	0.5783740986
152	0.5735266304
153	0.5709951355
154	0.5673019496
155	0.5648214969
156	0.5623393232
157	0.559730852
158	0.5569077712
159	0.5557318946
160	0.5516971265
161	0.5468841888
162	0.5454300573
163	0.5412918096
164	0.5386432559
165	0.5364083166
166	0.5319892608
167	0.5295244769
168	0.5280213327
169	0.5263065175
170	0.5252276381
171	0.5239500987
172	0.522215478
173	0.5185456394
174	0.5151447764
175	0.5123790565
176	0.5105161478
177	0.5079036758
178	0.5050291032
179	0.5043777207
180	0.5013010667
181	0.4984627705
182	0.4968632745
183	0.4940402214
184	0.4928892254
185	0.4907074494
186	0.4876962696
187	0.4849914547
188	0.4844945497
189	0.4835907636
190	0.4817217575
191	0.4806926045
192	0.4781820036
193	0.4762474883
194	0.4744650541
195	0.4726753707
196	0.4707991554
197	0.4687009792
198	0.4686748537
199	0.468649655
200	0.4678309108
201	0.4664369881
202	0.4642083806
203	0.4627366442
204	0.462426993
205	0.4604194306
206	0.4603836971
207	0.4584066347
208	0.4565947727
209	0.454641595
210	0.4525193871
211	0.4515078063
212	0.4507703892
213	0.4489555654
214	0.4481694343
215	0.44764777
216	0.4472988696
217	0.4466756899
218	0.4463571454
219	0.4449564513
220	0.4433930265
221	0.4420229053
222	0.4408451324
223	0.4399067036
224	0.4392330829
225	0.438938476
226	0.436577457
227	0.4365593699
228	0.4365254657
229	0.4364881079
230	0.4360124705
231	0.4356380031
232	0.4335143285
233	0.4331101892
234	0.430970219
235	0.4291763864
236	0.4284081813
237	0.4277548346
238	0.4276024846
239	0.4272588452
240	0.4267288839
241	0.4263036549
242	0.425311483
243	0.4248590533
244	0.4247925141
245	0.4235822308
246	0.423381816
247	0.422406524
248	0.4221061701
249	0.4216216148
250	0.4209266672
251	0.4207103968
252	0.4200544886
253	0.4188705018
254	0.4188679978
255	0.4180786362
256	0.4175746323
257	0.4175379476
258	0.4162431524
259	0.414917431
260	0.4136165046
261	0.4125298369
262	0.4116519923
263	0.4116088618
264	0.4099374536
265	0.4093114873
266	0.4077541623
267	0.4071381409
268	0.4064735012
269	0.4064638784
270	0.404827975
271	0.4046356577
272	0.40398481
273	0.403390502
274	0.4010124929
275	0.4006799881
276	0.4003926611
277	0.4003693829
278	0.3995497889
279	0.3979759218
280	0.3979319483
281	0.3968748134
282	0.3968584858
283	0.395215138
284	0.3946613442
285	0.3935966052
286	0.3930598637
287	0.3917066514
288	0.3913164683
289	0.390912542
290	0.3904180604
291	0.3904014674
292	0.3895520859
293	0.3885736358
294	0.388147543
295	0.3878462694
296	0.3875113131
297	0.3870290096
298	0.3865674143
299	0.3858039114
300	0.3858017702
301	0.3857553577
302	0.3846671317
303	0.3843946786
304	0.3835134942
305	0.3823072693
306	0.3820568223
307	0.3817080346
308	0.3816959291
309	0.3816845889
310	0.3814545126
311	0.3808179988
312	0.3803765403
313	0.3800856614
314	0.3797233376
315	0.3795761939
316	0.3787129895
317	0.3771809616
318	0.3767438289
319	0.3753641143
320	0.3748287029
321	0.3741987104
322	0.3741930567
323	0.3733901372
324	0.3724050344
325	0.3711094125
326	0.3710921975
327	0.370750936
328	0.3707297971
329	0.3702612607
330	0.370010945
331	0.3697202228
332	0.3695156463
333	0.3691364976
334	0.3691274375
335	0.3691086164
336	0.3688088453
337	0.3685305322
338	0.3678253374
339	0.3672351251
340	0.3654965022
341	0.3645040698
342	0.3645009295
343	0.3644654369
344	0.3644610266
345	0.3644301138
346	0.3635231348
347	0.3628281753
348	0.3619989696
349	0.3619869247
350	0.3618156112
351	0.3615283087
352	0.3612599472
353	0.3609652811
354	0.3600041386
355	0.3597549318
356	0.3596048876
357	0.3579628353
358	0.3577226659
359	0.3563112921
360	0.3554446748
361	0.3548056563
362	0.3545563741
363	0.3545071423
364	0.3535092298
365	0.3535024318
366	0.3532863919
367	0.3530482061
368	0.3527832319
369	0.3523557702
370	0.3520474851
371	0.3517667111
372	0.3514885766
373	0.3510260666
374	0.3508656042
375	0.3503894022
376	0.3501877125
377	0.3500090738
378	0.3492648976
379	0.3484510064
380	0.3477120966
381	0.346528848
382	0.3455273232
383	0.3446446609
384	0.3446445088
385	0.344624325
386	0.3443450041
387	0.3441690654
388	0.3439762582
389	0.343144681
390	0.3431165836
391	0.3425396086
392	0.3419343963
393	0.3418945703
394	0.3416727501
395	0.3410420178
396	0.3410114398
397	0.3408439464
398	0.3405817553
399	0.3405125933
400	0.3400937693
401	0.3399329379
402	0.3396555061
403	0.3395398187
404	0.3390811131
405	0.3386411018
406	0.3385404276
407	0.3383773618
408	0.3375710977
409	0.3368766863
410	0.3366522512
411	0.336550759
412	0.3358699965
413	0.3357507789
414	0.3357080228
415	0.3351767876
416	0.3351006028
417	0.335059785
418	0.334877674
419	0.333892139
420	0.3335632457
421	0.3335490573
422	0.3328069386
423	0.3326631821
424	0.3319821962
425	0.3319793233
426	0.3317315424
427	0.3309119809
428	0.3306917873
429	0.3302266352
430	0.3301374977
431	0.3300227814
432	0.3300201971
433	0.3298145468
434	0.3297776372
435	0.3293209385
436	0.3286767751
437	0.3279549713
438	0.3279466918
439	0.3278344606
440	0.3277051888
441	0.3275895486
442	0.326803713
443	0.326363965
444	0.3257988714
445	0.3255620575
446	0.3253664503
447	0.3248833326
448	0.324858778
449	0.3246800577
450	0.3246786406
451	0.3244680787
452	0.3243385694
453	0.3240310231
454	0.3239253236
455	0.3230211943
456	0.3225396909
457	0.3222628288
458	0.3219055219
459	0.3217021665
460	0.3214838995
461	0.3211571078
462	0.3205851685
463	0.3200808013
464	0.3200221953
465	0.3189763991
466	0.3181254229
467	0.3176546505
468	0.3175456017
469	0.3174275883
470	0.3172371598
471	0.317084336
472	0.3168856882
473	0.3168590458
474	0.3160504069
475	0.3151517819
476	0.3150532747
477	0.3147600905
478	0.3143447749
479	0.313857101
480	0.3133964347
481	0.3133468332
482	0.3130208738
483	0.3123844646
484	0.3123057028
485	0.3122696778
486	0.3115372663
487	0.3115222445
488	0.3110169616
489	0.3107801494
490	0.3107347524
491	0.3104754673
492	0.3104069733
493	0.3103290088
494	0.3098329613
495	0.3090733129
496	0.3083610739
497	0.30816082
498	0.3076008094
499	0.307312358
500	0.3067583984
501	0.3062308076
502	0.3059783974