iter	RMSE
0	14.20265489
1	13.73432668
2	13.32706272
3	12.98181894
4	12.60885975
5	12.16369222
6	11.80315457
7	11.47646208
8	11.14385361
9	10.77813782
10	10.47429265
11	10.20077497
12	9.923776341
13	9.675120361
14	9.421904254
15	9.096667773
16	8.852018294
17	8.622673163
18	8.35340088
19	8.096187154
20	7.86765235
21	7.634887659
22	7.417553684
23	7.168956208
24	7.00695076
25	6.846532385
26	6.645103978
27	6.472131554
28	6.336010867
29	6.12799718
30	5.980776219
31	5.856442207
32	5.742158488
33	5.619615731
34	5.542841815
35	5.429997798
36	5.254507272
37	5.121799876
38	5.082328878
39	4.985625096
40	4.879296019
41	4.738776836
42	4.609489709
43	4.561921223
44	4.427991525
45	4.34187565
46	4.217033904
47	4.102427904
48	4.034307201
49	3.900641057
50	3.810247958
51	3.699467726
52	3.613898091
53	3.531759618
54	3.443033584
55	3.348811895
56	3.273309939
57	3.216761222
58	3.118702808
59	3.06207173
60	2.98242853
61	2.922371084
62	2.861857258
63	2.778106208
64	2.706918297
65	2.639930778
66	2.594807276
67	2.524195671
68	2.463159214
69	2.421215262
70	2.361608587
71	2.299402706
72	2.266551918
73	2.214862622
74	2.173835436
75	2.138065266
76	2.104711662
77	2.051224482
78	2.001888995
79	1.975773785
80	1.933363408
81	1.88878377
82	1.841929438
83	1.795177323
84	1.753978928
85	1.730819736
86	1.695576888
87	1.664882794
88	1.629464945
89	1.601364619
90	1.581434581
91	1.548049926
92	1.518943929
93	1.482153196
94	1.465531218
95	1.44503596
96	1.431946729
97	1.402012617
98	1.375006879
99	1.358990058
100	1.343829538
101	1.343007951
102	1.318890924
103	1.298689219
104	1.28584545
105	1.266437045
106	1.239311281
107	1.219622436
108	1.207783332
109	1.201300118
110	1.189385369
111	1.167892093
112	1.145737724
113	1.139322107
114	1.115828618
115	1.11509385
116	1.10518872
117	1.096460839
118	1.095712895
119	1.082252256
120	1.076223529
121	1.069917391
122	1.060312969
123	1.050655025
124	1.042149164
125	1.035701381
126	1.02859923
127	1.020899288
128	1.011021822
129	1.003770797
130	0.9960239269
131	0.9886586066
132	0.9733740716
133	0.9636710985
134	0.9550049541
135	0.9404863677
136	0.9370103959
137	0.9255585967
138	0.9175725992
139	0.908473182
140	0.9020248915
141	0.8969168609
142	0.8938832277
143	0.8914466896
144	0.8865206104
145	0.8819510663
146	0.8761313898
147	0.8717723084
148	0.867486099
149	0.8651035453
150	0.8599212193
151	0.8547440082
152	0.850742888
153	0.8460551607
154	0.8405728723
155	0.8375399676
156	0.8330244079
157	0.8287862854
158	0.825900763
159	0.8211063215
160	0.8175404596
161	0.8135985782
162	0.8130912323
163	0.8130880919
164	0.8103484751
165	0.8057467233
166	0.8019513553
167	0.7984556929
168	0.7934421232
169	0.7907485786
170	0.7897345965
171	0.7892510927
172	0.7860463746
173	0.7838890741
174	0.7805969732
175	0.7765185317
176	0.7708829064
177	0.7687719462
178	0.7659300945
179	0.7634572495
180	0.7612784733
181	0.7578122094
182	0.7547393365
183	0.7515019144
184	0.7492005395
185	0.7451495863
186	0.7427300614
187	0.7421861426
188	0.7388199819
189	0.7370701349
190	0.7359313788
191	0.7355551581
192	0.7337160371
193	0.7318642414
194	0.7299863316
195	0.7283840325
196	0.7253548807
197	0.7238256156
198	0.7224993714
199	0.7195524282
200	0.7177921736
201	0.7165241472
202	0.7139015078
203	0.7114783419
204	0.7103909371
205	0.7082160927
206	0.7067282319
207	0.7054365214
208	0.6982585477
209	0.6975996268
210	0.697230678
211	0.6972306778
212	0.6956994735
213	0.6951753634
214	0.6934197247
215	0.6924167902
216	0.6904053816
217	0.6892569465
218	0.6889008265
219	0.6868773213
220	0.685366134
221	0.6839514756
222	0.6826420668
223	0.6811331362
224	0.6793368222
225	0.6783079793
226	0.6757769806
227	0.6750039131
228	0.6717198392
229	0.6655131832
230	0.6621022598
231	0.6595554154
232	0.6557769882
233	0.6528918748
234	0.6510542669
235	0.6500880014
236	0.6494258711
237	0.6484165918
238	0.6468239912
239	0.646589732
240	0.6414670795
241	0.6365735144
242	0.6356494096
243	0.6335299733
244	0.6327875966
245	0.6319074052
246	0.6307729563
247	0.6291942109
248	0.6237863705
249	0.6194226056
250	0.6181328459
251	0.6169756222
252	0.6153499648
253	0.6148540192
254	0.6135437949
255	0.6092539813
256	0.607817158
257	0.6058198273
258	0.602075169
259	0.6009384685
260	0.6004433453
261	0.5996327021
262	0.5964320674
263	0.5944349724
264	0.5935816465
265	0.5923810915
266	0.5884334638
267	0.5871604198
268	0.5855027994
269	0.5844941148
270	0.5808529692
271	0.5781927009
272	0.5732266743
273	0.5706963066
274	0.5693717
275	0.5679295374
276	0.5647922685
277	0.5615521411
278	0.5567401446
279	0.5551585576
280	0.5520187711
281	0.548038879
282	0.5452916145
283	0.5435453664
284	0.5422385178
285	0.5407152019
286	0.5369549453
287	0.5354063128
288	0.5344934909
289	0.5344206137
290	0.5318238463
291	0.5310246463
292	0.529556965
293	0.5269132404
294	0.5262964554
295	0.5234899722
296	0.5216245751
297	0.5202354687
298	0.5185270497
299	0.5177397242
300	0.5170255943
301	0.5143597723
302	0.5130589174
303	0.5117017806
304	0.5105926157
305	0.5095590023
306	0.5088269088
307	0.506317975
308	0.5039741366
309	0.5020839953
310	0.5001788076
311	0.498885565
312	0.4973120024
313	0.4944446806
314	0.4934116028
315	0.4921996047
316	0.4906596071
317	0.4891960661
318	0.4867148943
319	0.4855567197
320	0.4843642589
321	0.4834800596
322	0.4821179113
323	0.4809411415
324	0.4802033173
325	0.4792431754
326	0.477466566
327	0.4774399542
328	0.4755166839
329	0.473701991
330	0.4724980292
331	0.471034162
332	0.470236977
333	0.4697984743
334	0.4687810294
335	0.4671545815
336	0.4671399098
337	0.4657502805
338	0.4649769085
339	0.4639649738
340	0.4635552833
341	0.4635328273
342	0.4628890368
343	0.4610679671
344	0.4604774511
345	0.4604417992
346	0.459730173
347	0.4592684904
348	0.4592161144
349	0.4583830917
350	0.4583681005
351	0.4573927937
352	0.4569600155
353	0.4556172364
354	0.4542046829
355	0.4536986099
356	0.4536492215
357	0.452046481
358	0.4520246173
359	0.4503751754
360	0.4503179143
361	0.4503013393
362	0.4493111811
363	0.4480191319
364	0.4458988484
365	0.4450495134
366	0.4432210869
367	0.4414078866
368	0.4413684635
369	0.4409578272
370	0.4398957539
371	0.439876485
372	0.4393322217
373	0.438779746
374	0.4382144003
375	0.4367949565
376	0.4367638522
377	0.436752302
378	0.4359284494
379	0.4359157758
380	0.4357144161
381	0.4347746511
382	0.4338437524
383	0.4330123271
384	0.4318962181
385	0.431487529
386	0.4309824879
387	0.4309726399
388	0.4309490652
389	0.4302351935
390	0.4290085509
391	0.4289902766
392	0.4289802071
393	0.4282108733
394	0.4272983033
395	0.426085194
396	0.425070956
397	0.42505689
398	0.4245101473
399	0.424483087
400	0.4239619162
401	0.4239342224
402	0.4227849666
403	0.4221707501
404	0.4218206322
405	0.4210851371
406	0.4210590077
407	0.4205730394
408	0.4195621704
409	0.4192105504
410	0.4192000512
411	0.4191326559
412	0.4184639135
413	0.4174176486
414	0.4167067253
415	0.4166978058
416	0.4166735989
417	0.4160479748
418	0.4153253079
419	0.4147500581
420	0.4147282538
421	0.4147023461
422	0.414570229
423	0.4141897284
424	0.4135193864
425	0.4123662003
426	0.4119672201
427	0.4119434979
428	0.4109584657
429	0.4109490071
430	0.4109337603
431	0.4101517784
432	0.4101373825
433	0.40989623
434	0.4093739675
435	0.4088265085
436	0.4082612122
437	0.4068391695
438	0.4068180172
439	0.4059245852
440	0.4059019162
441	0.4044955586
442	0.4038553245
443	0.4033940703
444	0.4027854699
445	0.4027789528
446	0.4023485435
447	0.4018920292
448	0.4014709814
449	0.4014294308
450	0.4009566962
451	0.4003929762
452	0.3995586132
453	0.3991655379
454	0.3982514812
455	0.3982430146
456	0.3980258514
457	0.3976400755
458	0.397550163
459	0.3975306137
460	0.3970892569
461	0.396501995
462	0.3962714335
463	0.3958755876
464	0.3958336169
465	0.3954317771
466	0.3942332639
467	0.3938905261
468	0.3937199693
469	0.3932481136
470	0.393166063
471	0.3927129174
472	0.3927040202
473	0.3923066802
474	0.391618951
475	0.391027157
476	0.3910183862
477	0.3904207398
478	0.3899916319
479	0.3899519476
480	0.3895432474
481	0.3889465577
482	0.3878669835
483	0.3878655375
484	0.3873900233
485	0.387157195
486	0.3869333908
487	0.3869042647
488	0.3868928737
489	0.3864914504
490	0.3862072592
491	0.3857148817
492	0.3852492514
493	0.385184409
494	0.3846219684
495	0.3845872381
496	0.3837485843
497	0.3835022147
498	0.3831867836
499	0.3831632968
500	0.3831548628
501	0.3830235769
502	0.3829837864
503	0.3826399594
504	0.3816649363
505	0.3811793743
506	0.3807402837
507	0.380056072
508	0.3788448736
509	0.3785802003
510	0.3783705954
511	0.3773599638
512	0.3764889479
513	0.3764856489
514	0.3755896313
515	0.3753394133
516	0.3753050166
517	0.374675543
518	0.3740549531
519	0.3738462691
520	0.3738080446
521	0.3737659345
522	0.3734217619
523	0.3734117493
524	0.3731889778
525	0.3731743774
526	0.3729470364
527	0.3726735278
528	0.372340881
529	0.3717463256
530	0.3712579467
531	0.3712517996
532	0.3712485289
533	0.3708878172
534	0.3708817787
535	0.370665074
536	0.3701195239
537	0.3697131318
538	0.3695156762
539	0.3694201743
540	0.3694030081
541	0.3693912733
542	0.369012727
543	0.3690085192
544	0.3690052986
545	0.3689803026
546	0.3687638546
547	0.368505777
548	0.3680823379
549	0.3678839096
550	0.3675655255
551	0.3672610478
552	0.3670944973
553	0.3670793949
554	0.3663933014
555	0.3657707166
556	0.364952415
557	0.3645080315
558	0.3645033263
559	0.3644911296
560	0.3644039344
561	0.3640546525
562	0.3637331987
563	0.3632612196
564	0.3628626584
565	0.3624833614
566	0.362470579
567	0.3622370995
568	0.3618811931
569	0.3611149586
570	0.3606446968
571	0.3603907465
572	0.3599719211
573	0.3596178588
574	0.3593017946
575	0.3591803538
576	0.3587459689
577	0.3583297613
578	0.3583086737
579	0.358016459
580	0.35770478
581	0.3575249255
582	0.3573699629
583	0.3569450591
584	0.3564948003
585	0.3558276721
586	0.3555617292
587	0.3553383049
588	0.3552324346
589	0.3548717148
590	0.3540078279
591	0.3537131257
592	0.3531848877
593	0.3530005637
594	0.3527187128
595	0.3526997955
596	0.3524569338
597	0.3524503471
598	0.3517167202
599	0.3517021508
600	0.3515388728
601	0.3512672327
602	0.3507708435
603	0.3502538157
604	0.3500184077
605	0.3497514461
606	0.3495220694
607	0.3495160796
608	0.3490858179
609	0.348844998
610	0.3486021731
611	0.3482589768
612	0.3480575379
613	0.3478829407
614	0.3478793682
615	0.347877555
616	0.3478638461
617	0.3478582261
618	0.347855874
619	0.347846419
620	0.3472444345
621	0.3472158002
622	0.3471877194
623	0.3469142812
624	0.3469093108
625	0.3463915999
626	0.3463707473
627	0.3463487002
628	0.3463462303
629	0.3461576148
630	0.3460526334
631	0.346032026
632	0.3454142981
633	0.3453903472
634	0.3452874292
635	0.3451099438
636	0.344831364
637	0.3445341123
638	0.3442947019
639	0.3442674189
640	0.3440058746
641	0.3437890294
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647	0.3427315553
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650	0.3421628839
651	0.3418742989
652	0.3418716177
653	0.3417428722
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655	0.3417355724
656	0.3414269762
657	0.3410969226
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659	0.3407160669
660	0.3405191516
661	0.3400731778
662	0.3400712434
663	0.3399683799
664	0.3398409186
665	0.3397338743
666	0.3397267714
667	0.3395603682
668	0.3395544682
669	0.3391132979
670	0.3387515732
671	0.3387378088
672	0.3387279236
673	0.3387237391
674	0.3385467222
675	0.3382140023
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677	0.3381803565
678	0.3381670868
679	0.337887077
680	0.3374854935
681	0.3371172919
682	0.3370375432
683	0.3366595705
684	0.336655795
685	0.3364980592
686	0.3364877643
687	0.3364760253
688	0.3364535727
689	0.3360642468
690	0.336060153
691	0.3360587111
692	0.3356084945
693	0.3356033287
694	0.3354022052
695	0.3353931567
696	0.3353912818
697	0.3351036957
698	0.3350135427
699	0.3346844032
700	0.3346603152
701	0.3343721579
702	0.3341309383
703	0.3341222237
704	0.3338699351
705	0.3336194405
706	0.3335111513
707	0.3334960467
708	0.3330126815
709	0.3328873047
710	0.3327088299
711	0.3327062452
712	0.3324436925
713	0.3319781561
714	0.3314664384
715	0.3311827949
716	0.3309074264
717	0.3307879524
718	0.3305867533
719	0.3305857877
720	0.330578938
721	0.3303529703
722	0.3303510919
723	0.330048105
724	0.3294301764
725	0.3291755597
726	0.3290934085
727	0.3290921364
728	0.3286402503
729	0.3286393407
730	0.3282924133
731	0.3280095131
732	0.3280081341
733	0.3276107944
734	0.3274594235
735	0.3272281732
736	0.3269384868
737	0.3265678575
738	0.3263255896
739	0.3262913773
740	0.3262896948
741	0.325879805
742	0.3255167351
743	0.3251931686
744	0.324863949
745	0.3248545312
746	0.3243921546
747	0.3243908754
748	0.324376869
749	0.3242362515
750	0.3239563537
751	0.3238051027
752	0.3238040446
753	0.3237096408
754	0.3231754583
755	0.3228343886
756	0.3228271708
757	0.3228254833
758	0.3228241233
759	0.3228206603
760	0.3228164885
761	0.3227445686
762	0.3224450708
763	0.3222423025
764	0.3220141188
765	0.3218500248
766	0.3213288203
767	0.3213272151
768	0.3209480929
769	0.3208382383
770	0.3206969405
771	0.3206932715
772	0.3204939665
773	0.3202214524
774	0.3197339085
775	0.3195660357
776	0.3193990408
777	0.3193972081
778	0.3191877411
779	0.3191231272
780	0.3191215694
781	0.3190479983
782	0.3188493494
783	0.3188469519
784	0.3188301331
785	0.3188275648
786	0.3182908463
787	0.3182839605
788	0.3182834433
789	0.3182132776
790	0.3180057738
791	0.3180034506
792	0.3179259451
793	0.3177434921
794	0.3175909924
795	0.3173684828
796	0.3170626683
797	0.3170613924
798	0.3167936995
799	0.3166465143
800	0.3162819019
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