iter	RMSE
0	20.4309858
1	19.83632229
2	19.45630115
3	18.84844179
4	18.43550291
5	17.95656419
6	17.53044858
7	17.00871811
8	16.71928229
9	16.30602076
10	16.02796945
11	15.69954137
12	15.46090128
13	15.05659613
14	14.79280732
15	14.29428982
16	14.00623858
17	13.815423
18	13.45609701
19	13.21440199
20	12.92557918
21	12.6579469
22	12.4038298
23	12.09245749
24	11.77248182
25	11.6563811
26	11.36710074
27	11.18545752
28	11.02414216
29	10.66473597
30	10.48141763
31	10.18672089
32	10.04501167
33	9.945855832
34	9.799268712
35	9.652823475
36	9.401745375
37	9.281545727
38	9.196155983
39	9.111844504
40	8.922370839
41	8.751309651
42	8.59263947
43	8.483107202
44	8.329340725
45	8.179233679
46	7.943909362
47	7.787105494
48	7.669380227
49	7.41198786
50	7.321058254
51	7.127137108
52	7.045196587
53	6.961983459
54	6.831881721
55	6.693060311
56	6.590957044
57	6.445507956
58	6.22270738
59	6.01713632
60	5.894650394
61	5.835126575
62	5.765157941
63	5.576988069
64	5.444684698
65	5.32864266
66	5.163395818
67	5.031621379
68	4.933573689
69	4.787310645
70	4.696880142
71	4.560424032
72	4.480984637
73	4.419420993
74	4.376403022
75	4.259555563
76	4.149291392
77	4.039646245
78	3.957801037
79	3.897480721
80	3.827555902
81	3.731236981
82	3.621257054
83	3.522520466
84	3.436039194
85	3.419515687
86	3.362840247
87	3.318126279
88	3.240430113
89	3.137372911
90	3.11850472
91	3.046119452
92	3.003989944
93	2.918150955
94	2.905264586
95	2.868689868
96	2.860236175
97	2.787712071
98	2.724287904
99	2.673742519
100	2.617892909
101	2.616917296
102	2.559428109
103	2.52648977
104	2.520739952
105	2.454549763
106	2.396241476
107	2.370851491
108	2.364972784
109	2.325492389
110	2.280328247
111	2.230170546
112	2.181619435
113	2.165868284
114	2.121555429
115	2.120453458
116	2.092565358
117	2.088896941
118	2.088239607
119	2.062461298
120	2.051900388
121	2.047501875
122	2.013927347
123	2.00550518
124	1.974469963
125	1.954115301
126	1.947419882
127	1.917407324
128	1.890117962
129	1.882375149
130	1.85681469
131	1.846580123
132	1.807303958
133	1.785018278
134	1.771692826
135	1.738367884
136	1.728940716
137	1.694472603
138	1.68640059
139	1.67194635
140	1.646643812
141	1.642501399
142	1.639192232
143	1.634831419
144	1.612517215
145	1.610785548
146	1.584513426
147	1.581976518
148	1.577752332
149	1.574156161
150	1.555017128
151	1.542018225
152	1.532977429
153	1.526302374
154	1.506107794
155	1.505483086
156	1.502662821
157	1.478447003
158	1.474231979
159	1.453553199
160	1.439126909
161	1.435907736
162	1.434572695
163	1.43456572
164	1.433174252
165	1.422117812
166	1.405640718
167	1.395419517
168	1.389482518
169	1.377366065
170	1.375181086
171	1.374460049
172	1.373438246
173	1.363080806
174	1.349361968
175	1.336761591
176	1.320304311
177	1.319036804
178	1.310947197
179	1.305405002
180	1.297176056
181	1.290323239
182	1.279391019
183	1.264628001
184	1.252546167
185	1.237168115
186	1.23095583
187	1.229954587
188	1.222634035
189	1.21618959
190	1.213976559
191	1.213297218
192	1.211024456
193	1.200993706
194	1.198673217
195	1.192561107
196	1.184142613
197	1.183354992
198	1.182018273
199	1.168031778
200	1.166781681
201	1.16114682
202	1.150338556
203	1.143311233
204	1.140829357
205	1.133384679
206	1.132841763
207	1.132252649
208	1.114541851
209	1.113075826
210	1.112101209
211	1.112102881
212	1.111245532
213	1.110236693
214	1.101642793
215	1.092585391
216	1.090265575
217	1.079733065
218	1.079222173
219	1.073141584
220	1.072238025
221	1.066094297
222	1.055555882
223	1.04637911
224	1.040400724
225	1.033351251
226	1.022892118
227	1.017550734
228	1.010988995
229	0.9958556881
230	0.990082133
231	0.9830264881
232	0.9827467323
233	0.980598034
234	0.974977824
235	0.9740754938
236	0.9725890024
237	0.9693343599
238	0.9640236027
239	0.9630747601
240	0.9545094344
241	0.9500184648
242	0.9449897667
243	0.9395183774
244	0.93885433
245	0.9378444649
246	0.9358350024
247	0.9306726163
248	0.9314478611
249	0.9209552071
250	0.9176362838
251	0.9138397428
252	0.8999296154
253	0.8996860099
254	0.895996892
255	0.8844109319
256	0.8795927383
257	0.8728789843
258	0.867946971
259	0.8593322168
260	0.8580659733
261	0.8522174889
262	0.8460665511
263	0.8417509328
264	0.8422399152
265	0.8366999796
266	0.8358295243
267	0.8350691274
268	0.8330899377
269	0.8287334459
270	0.8244238702
271	0.822495217
272	0.8197471677
273	0.8128581048
274	0.803810478
275	0.8001207521
276	0.7985620042
277	0.7874915284
278	0.7875207482
279	0.7829925458
280	0.7814915637
281	0.7797103505
282	0.7704506995
283	0.7641509894
284	0.7600971223
285	0.7588967897
286	0.7588371909
287	0.7506119015
288	0.7443409806
289	0.7443612648
290	0.7390732052
291	0.7350966268
292	0.7271539198
293	0.7259497381
294	0.7248549986
295	0.7237877697
296	0.7233260535
297	0.7218409238
298	0.7205726484
299	0.7162163894
300	0.7118169599
301	0.7108292343
302	0.7070023811
303	0.705593685
304	0.7053822159
305	0.6974001948
306	0.6940032167
307	0.6912849313
308	0.68873652
309	0.6879636879
310	0.6867531572
311	0.6824982654
312	0.6817607397
313	0.68213699
314	0.6816008728
315	0.6810988427
316	0.6808917631
317	0.6810732173
318	0.6774751795
319	0.6771027314
320	0.676747848
321	0.6705195939
322	0.6704998764
323	0.6659591182
324	0.6610806077
325	0.6607263935
326	0.6550841168
327	0.6551454339
328	0.6547935612
329	0.6525800527
330	0.6524567599
331	0.6496837333
332	0.6493941934
333	0.6474378716
334	0.6473513619
335	0.6469099773
336	0.6469015356
337	0.6467777171
338	0.6427968135
339	0.6390118785
340	0.6369135457
341	0.636897163
342	0.6332775589
343	0.633415973
344	0.6300233778
345	0.6300262261
346	0.6252840173
347	0.622217705
348	0.6222146035
349	0.6176885293
350	0.6176784567
351	0.6156387129
352	0.6137477886
353	0.6135486416
354	0.6134781513
355	0.6103853036
356	0.6103761769
357	0.6103984772
358	0.610405013
359	0.6100762686
360	0.6100662125
361	0.6100279512
362	0.6100545819
363	0.609710276
364	0.6099798476
365	0.6054662757
366	0.6051307337
367	0.6053232514
368	0.6053212607
369	0.6046369076
370	0.6046232273
371	0.6046217097
372	0.6046110846
373	0.602833884
374	0.602080827
375	0.60187833
376	0.6018641713
377	0.6018638214
378	0.6017734342
379	0.6017685489
380	0.6008690936
381	0.6010608312
382	0.5987808633
383	0.5987471328
384	0.5971621035
385	0.5964601816
386	0.5933917902
387	0.5934084408
388	0.5934212181
389	0.5932978461
390	0.5894756043
391	0.5894719247
392	0.5894722336
393	0.5894487857
394	0.5895701753
395	0.589311392
396	0.5872526319
397	0.5872648223
398	0.5874420345
399	0.5874371533
400	0.5853923511
401	0.585403776
402	0.585200371
403	0.5849003012
404	0.5826256756
405	0.5827315012
406	0.5827356196
407	0.5828958936
408	0.5829846193
409	0.5806033867
410	0.5806121282
411	0.5806161559
412	0.5806300095
413	0.5805263096
414	0.5802599939
415	0.5802595522
416	0.5802601375
417	0.5805253505
418	0.580545428
419	0.5805339358
420	0.5805410439
421	0.5805263769
422	0.580202423
423	0.5780348032
424	0.5781781516
425	0.5740408069
426	0.5735206904
427	0.5735180763
428	0.5720761863
429	0.5720770537
430	0.572079526
431	0.5702910803
432	0.57028854
433	0.5699328111
434	0.568152998
435	0.5681421483
436	0.5681484912
437	0.5680554613
438	0.5680505346
439	0.5650375652
440	0.5650395926
441	0.5650242522
442	0.564942867
443	0.5649739
444	0.5651522651
445	0.5651483176
446	0.5632260524
447	0.563235203
448	0.5623323989
449	0.5623339366
450	0.5622837481
451	0.5624567948
452	0.562606987
453	0.5595753107
454	0.5593557561
455	0.5593582239
456	0.5573917317
457	0.5548885927
458	0.5548543749
459	0.5548712762
460	0.5536253715
461	0.5535554483
462	0.5534204518
463	0.5525329486
464	0.5525346566
465	0.5520856405
466	0.5522580396
467	0.5494993322
468	0.5495427694
469	0.549398538
470	0.5494058488
471	0.5492532919
472	0.5492543183
473	0.5490943009
474	0.5490159627
475	0.5489039624
476	0.5489067626
477	0.5480146564
478	0.5479700606
479	0.5479577353
480	0.5458776812
481	0.5456703342
482	0.5458175735
483	0.5458192084
484	0.5453523333
485	0.5451183625
486	0.5449176321
487	0.5449098723
488	0.5449057498
489	0.5438705151
490	0.5435983305
491	0.5437110472
492	0.5436262907
493	0.5436483244
494	0.5411424281
495	0.5411419313
496	0.5401169059
497	0.5384845062
498	0.5383631571
499	0.5383148101
500	0.5383120517
501	0.5382379458
502	0.5382167876
503	0.53631819
504	0.5364113032
505	0.5329052568
506	0.5326764468
507	0.5325784056
508	0.5324395087
509	0.5319942241
510	0.5320607361
511	0.5320527273
512	0.5296570904
513	0.5296584368
514	0.5273315731
515	0.527356902
516	0.5273502586
517	0.5272585724
518	0.5271933249
519	0.5271709283
520	0.527176583
521	0.5271510703
522	0.5247664507
523	0.5247656985
524	0.5246291587
525	0.5246292919
526	0.5245098486
527	0.5245106759
528	0.523038052
529	0.5229532913
530	0.5228974273
531	0.5228997236
532	0.5229014362
533	0.5223419127
534	0.5223440087
535	0.5223973576
536	0.5223508271
537	0.5224395202
538	0.5224882682
539	0.5225032315
540	0.5224861202
541	0.5224877487
542	0.5226108173
543	0.5226111872
544	0.52260749
545	0.5226005175
546	0.5203906824
547	0.5204145202
548	0.5181641544
549	0.5183414369
550	0.5183404642
551	0.5181486989
552	0.5166530204
553	0.5166521833
554	0.5164719868
555	0.5164030613
556	0.5164875451
557	0.5164884907
558	0.516488484
559	0.5164907911
560	0.5165035826
561	0.513857052
562	0.5131373216
563	0.5130686444
564	0.5128042312
565	0.5128805541
566	0.5128751317
567	0.512840945
568	0.5109878646
569	0.510889916
570	0.5108388124
571	0.5106723397
572	0.5106252129
573	0.5077580188
574	0.5074360887
575	0.5071304689
576	0.5068391467
577	0.5067368475
578	0.5067344803
579	0.5067496161
580	0.5063366982
581	0.5059635356
582	0.5060000331
583	0.5060176178
584	0.505852765
585	0.505021577
586	0.5047954205
587	0.5042338917
588	0.5037471715
589	0.50376985
590	0.5034721261
591	0.5032405145
592	0.5031045036
593	0.5019381851
594	0.5019350594
595	0.501935477
596	0.501255587
597	0.5012549155
598	0.5013755526
599	0.501378186
600	0.5013024247
601	0.4994931467
602	0.4994026984
603	0.4990016866
604	0.4989859136
605	0.4968544096
606	0.4959206781
607	0.4959219224
608	0.4956863653
609	0.495698756
610	0.4938129069
611	0.4935627357
612	0.4924095187
613	0.4921231612
614	0.4921233311
615	0.492124859
616	0.4921262436
617	0.4921269454
618	0.4921269744
619	0.4921238054
620	0.4921996418
621	0.4922017198
622	0.4921962729
623	0.4918058757
624	0.4918070362
625	0.4915980633
626	0.4915895276
627	0.4915921546
628	0.4915922192
629	0.4913623684
630	0.4904992694
631	0.490502489
632	0.4904417468
633	0.4904380863
634	0.4903678198
635	0.4904200507
636	0.4896171988
637	0.4894402434
638	0.4893738982
639	0.4893662513
640	0.4877912971
641	0.4875189421
642	0.4873126706
643	0.4873047501
644	0.4873063006
645	0.4871568293
646	0.4855640596
647	0.4852505828
648	0.4852521657
649	0.4852540749
650	0.485319712
651	0.4853170723
652	0.4853179296
653	0.4846421675
654	0.4846466315
655	0.4846493192
656	0.4846156142
657	0.4829695
658	0.4828434197
659	0.4827108355
660	0.4809863224
661	0.4810239605
662	0.4810248553
663	0.4808082008
664	0.4802442445
665	0.4793512249
666	0.4793496727
667	0.4793900924
668	0.4793911793
669	0.4789998845
670	0.4789027148
671	0.4788958495
672	0.4788975969
673	0.4788985924
674	0.4786566775
675	0.4778930363
676	0.4778947223
677	0.4778904193
678	0.4778908225
679	0.4778687691
680	0.477903276
681	0.4778698562
682	0.4778382538
683	0.4778754066
684	0.4778785464
685	0.47714053
686	0.4771436298
687	0.477139556
688	0.4771392732
689	0.4764763171
690	0.4764780098
691	0.476478589
692	0.4764741076
693	0.4764746053
694	0.4764975867
695	0.4764938632
696	0.4764948158
697	0.4765337258
698	0.4751223609
699	0.474105812
700	0.4740830775
701	0.4732174178
702	0.4730498865
703	0.4730470431
704	0.4721446313
705	0.4721437119
706	0.4720429927
707	0.4720391038
708	0.471749946
709	0.4713392137
710	0.4699790325
711	0.4699796829
712	0.4699198147
713	0.4699900159
714	0.4700325314
715	0.4692094506
716	0.4690098653
717	0.468852762
718	0.4685816719
719	0.4685829737
720	0.4685952282
721	0.4685243616
722	0.4685268488
723	0.4685749956
724	0.4684952955
725	0.4684655183
726	0.4682180145
727	0.4682192981
728	0.4682510892
729	0.4682521995
730	0.4682769332
731	0.4676047327
732	0.4676059633
733	0.4674664378
734	0.4672588118
735	0.4670139772
736	0.4669307741
737	0.4668123568
738	0.4667907819
739	0.4667916385
740	0.4667923497
741	0.4659642411
742	0.4660198918
743	0.4653425955
744	0.4644292239
745	0.4644281803
746	0.4633599755
747	0.4633618538
748	0.4633538806
749	0.4626549157
750	0.4626334735
751	0.4626734684
752	0.462674676
753	0.4627055425
754	0.4627467197
755	0.4619915121
756	0.4619882017
757	0.4619890628
758	0.4619906448
759	0.461992123
760	0.4619935427
761	0.4617162358
762	0.4615848629
763	0.4615971242
764	0.4615476011
765	0.4615755557
766	0.461513076
767	0.4615134693
768	0.4601106758
769	0.4592360994
770	0.4592046318
771	0.459204623
772	0.4591709067
773	0.4592272237
774	0.4589527348
775	0.4587666572
776	0.4574663046
777	0.4574682768
778	0.4571468838
779	0.4570654223
780	0.4570659041
781	0.4571369915
782	0.4571302763
783	0.4571311943
784	0.4571258222
785	0.4571269955
786	0.4570545977
787	0.4570535864
788	0.4570542471
789	0.4570646061
790	0.4570788047
791	0.4570799466
792	0.4568912431
793	0.4569107573
794	0.4568757061
795	0.4554844216
796	0.4553382055
797	0.4553393863
798	0.4551445302
799	0.4551985191
800	0.4551766091
801	0.4551453688
802	0.4551188098
803	0.4544162087
804	0.4528408304
805	0.452838634
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