iter	RMSE
0	14.59871775
1	14.22518863
2	13.8866124
3	13.52356875
4	13.18870211
5	12.9124226
6	12.60003351
7	12.32990573
8	12.0660619
9	11.77309809
10	11.49227636
11	11.26264833
12	11.04260393
13	10.79916926
14	10.5541002
15	10.31918115
16	10.10004441
17	9.894556723
18	9.690174082
19	9.506034866
20	9.338524633
21	9.170203312
22	9.010299969
23	8.843866678
24	8.690548059
25	8.555307687
26	8.413851302
27	8.29256019
28	8.162193833
29	8.040736294
30	7.921220278
31	7.809589039
32	7.699675801
33	7.60645267
34	7.498880302
35	7.401158744
36	7.306431077
37	7.223863468
38	7.143477682
39	7.062817131
40	6.990793435
41	6.931862224
42	6.858296558
43	6.786268161
44	6.717118549
45	6.652948106
46	6.589686076
47	6.531283097
48	6.471368031
49	6.416481395
50	6.369870822
51	6.325678067
52	6.275766122
53	6.224773967
54	6.182249254
55	6.139904173
56	6.100525536
57	6.062568564
58	6.030559288
59	5.997931376
60	5.964103835
61	5.933729724
62	5.901932711
63	5.873727795
64	5.846485734
65	5.820630862
66	5.793646238
67	5.765388646
68	5.747073912
69	5.722315217
70	5.699970599
71	5.682732647
72	5.663525791
73	5.642381613
74	5.621404779
75	5.602460129
76	5.587337574
77	5.572393026
78	5.558425806
79	5.541518902
80	5.526157283
81	5.511746977
82	5.504975022
83	5.493980522
84	5.480745463
85	5.464052013
86	5.449143727
87	5.438255432
88	5.425927931
89	5.412331217
90	5.400691499
91	5.391618744
92	5.380766572
93	5.372207183
94	5.362918837
95	5.348292324
96	5.339772295
97	5.331515983
98	5.323861644
99	5.313277281
100	5.30685627
101	5.29652059
102	5.288350766
103	5.27993346
104	5.271789139
105	5.262684686
106	5.251619772
107	5.241012171
108	5.232684032
109	5.224267141
110	5.216324968
111	5.211102527
112	5.206364257
113	5.196937641
114	5.190746047
115	5.181885213
116	5.178293568
117	5.170991438
118	5.166257212
119	5.161421246
120	5.158223542
121	5.15470988
122	5.146388143
123	5.139529364
124	5.134276023
125	5.128536065
126	5.123300353
127	5.116200518
128	5.108728704
129	5.104075866
130	5.100317606
131	5.095814182
132	5.092146915
133	5.085258329
134	5.079219421
135	5.076476829
136	5.072133867
137	5.067031564
138	5.061358312
139	5.056759124
140	5.050254
141	5.048376474
142	5.042603751
143	5.037477349
144	5.03230489
145	5.025976187
146	5.01952451
147	5.017569424
148	5.008962367
149	5.003880266
150	4.996387564
151	4.993361683
152	4.99005752
153	4.986908764
154	4.985207175
155	4.979003494
156	4.973142217
157	4.967056696
158	4.961460696
159	4.954240363
160	4.952320707
161	4.948337777
162	4.943228639
163	4.938545759
164	4.935330572
165	4.932051543
166	4.928964153
167	4.922860227
168	4.917668772
169	4.910365386
170	4.906457206
171	4.901996508
172	4.896816173
173	4.891123132
174	4.887630202
175	4.885259712
176	4.880659728
177	4.877299723
178	4.874038772
179	4.86943698
180	4.861268711
181	4.858673056
182	4.854036207
183	4.85130244
184	4.847510084
185	4.845691673
186	4.842058646
187	4.838623675
188	4.834602161
189	4.830858976
190	4.827590511
191	4.822246226
192	4.816686395
193	4.814797121
194	4.811639392
195	4.804813432
196	4.80251613
197	4.800087884
198	4.794773135
199	4.791664833
200	4.785989873
201	4.782387142
202	4.778623704
203	4.775772178
204	4.77023101
205	4.764496689
206	4.763138716
207	4.758053283
208	4.755063788
209	4.752465267
210	4.748067377
211	4.744163298
212	4.736670896
213	4.73349255
214	4.731864595
215	4.728398311
216	4.723865975
217	4.723483365
218	4.72095416
219	4.716173382
220	4.710563974
221	4.707160263
222	4.70408351
223	4.702501831
224	4.700269738
225	4.695346302
226	4.689769299
227	4.687919514
228	4.682982074
229	4.679578702
230	4.675751423
231	4.672710726
232	4.6690533
233	4.667595702
234	4.664241291
235	4.662246999
236	4.658668443
237	4.658017572
238	4.657656705
239	4.653242871
240	4.6507302
241	4.647671336
242	4.645506007
243	4.641297906
244	4.63798107
245	4.635062318
246	4.631606017
247	4.630215494
248	4.62729814
249	4.624691756
250	4.621840053
251	4.619602091
252	4.613584029
253	4.6119388
254	4.60870702
255	4.604771557
256	4.604231277
257	4.600750354
258	4.596488253
259	4.59470784
260	4.588818005
261	4.585054174
262	4.581471435
263	4.577555199
264	4.57457145
265	4.573029224
266	4.571326203
267	4.571019224
268	4.565766631
269	4.563383471
270	4.558165805
271	4.55629209
272	4.549383848
273	4.546227503
274	4.540620977
275	4.532898237
276	4.529757367
277	4.52579294
278	4.521572155
279	4.518818099
280	4.514012334
281	4.508331416
282	4.506038537
283	4.505805643
284	4.501550352
285	4.494692643
286	4.489330245
287	4.484826955
288	4.478285428
289	4.475311671
290	4.471581298
291	4.469164956
292	4.462068024
293	4.458540976
294	4.455757458
295	4.453027414
296	4.450659338
297	4.444696901
298	4.442052813
299	4.440036756
300	4.435017051
301	4.429962125
302	4.427666256
303	4.425030004
304	4.422588771
305	4.418936667
306	4.416887976
307	4.413773354
308	4.411129391
309	4.40850819
310	4.404880292
311	4.404593827
312	4.402139942
313	4.400284725
314	4.395805521
315	4.392838833
316	4.389213061
317	4.3861981
318	4.385054234
319	4.379364607
320	4.378387619
321	4.375816727
322	4.374600202
323	4.37098897
324	4.367418484
325	4.363584638
326	4.360770706
327	4.358675808
328	4.354228195
329	4.353773425
330	4.351648009
331	4.348209927
332	4.345852733
333	4.34237339
334	4.340814362
335	4.339707068
336	4.335430786
337	4.33521887
338	4.328507238
339	4.326140732
340	4.323785636
341	4.320632534
342	4.31973724
343	4.318000924
344	4.312713628
345	4.308220789
346	4.305890947
347	4.305137856
348	4.304787172
349	4.30350134
350	4.30293809
351	4.299548459
352	4.294768408
353	4.294581479
354	4.292551604
355	4.288628894
356	4.287802767
357	4.284566905
358	4.27890232
359	4.276938023
360	4.273425094
361	4.269726505
362	4.265565857
363	4.262117173
364	4.259185148
365	4.257668507
366	4.253432436
367	4.250216667
368	4.24514828
369	4.244015772
370	4.240329192
371	4.236718014
372	4.233495944
373	4.230357491
374	4.227381215
375	4.226169067
376	4.225963861
377	4.224346548
378	4.222595381
379	4.219700938
380	4.216356207
381	4.214326494
382	4.212901398
383	4.211331091
384	4.208624791
385	4.204659106
386	4.202968852
387	4.197261935
388	4.196934403
389	4.192479929
390	4.190243116
391	4.185852431
392	4.180967944
393	4.178283162
394	4.176341157
395	4.176041504
396	4.175564513
397	4.170830274
398	4.167804808
399	4.165860548
400	4.160950571
401	4.158544115
402	4.154448767
403	4.15197457
404	4.149562679
405	4.149327961
406	4.147444889
407	4.147254809
408	4.144589165
409	4.141691034
410	4.138893468
411	4.136964597
412	4.133773523
413	4.131363444
414	4.130228592
415	4.12884186
416	4.12413494
417	4.119422508
418	4.117038244
419	4.116067631
420	4.110343455
421	4.105604544
422	4.103390131
423	4.096724402
424	4.093431279
425	4.091412744
426	4.091192901
427	4.088994581
428	4.087845355
429	4.083650279
430	4.079840652
431	4.075707828
432	4.071345409
433	4.067460475
434	4.064914749
435	4.063823175
436	4.058898471
437	4.054120355
438	4.052715901
439	4.052114167
440	4.051377267
441	4.049275336
442	4.047099198
443	4.044348685
444	4.042822379
445	4.041258611
446	4.040044254
447	4.036860137
448	4.036372284
449	4.03368231
450	4.032439519
451	4.032008634
452	4.030034932
453	4.028173412
454	4.023806097
455	4.020239186
456	4.017384838
457	4.016468229
458	4.014530169
459	4.012884822
460	4.008924707
461	4.008286778
462	4.006444202
463	4.003284363
464	3.999811484
465	3.997483319
466	3.99708333
467	3.995860263
468	3.994131111
469	3.993125499
470	3.992954084
471	3.990635743
472	3.986678254
473	3.986393291
474	3.986152671
475	3.985596662
476	3.983853457
477	3.983263928
478	3.980067202
479	3.978115407
480	3.972661644
481	3.969938254
482	3.968211434
483	3.966113368
484	3.962246044
485	3.961319703
486	3.96078191
487	3.958913633
488	3.957428286
489	3.952641965
490	3.951486786
491	3.94938344
492	3.947297924
493	3.946284886
494	3.943288204
495	3.943076488
496	3.942347078
497	3.940251541
498	3.939011019
499	3.938760512
500	3.934522727
501	3.930091193
502	3.927671752
503	3.927280041
504	3.925987561
505	3.921645957
506	3.920333743
507	3.918659461
508	3.916124385
509	3.913849268
510	3.912826119
511	3.910034145
512	3.90792379
513	3.907823851
514	3.904527401
515	3.903378283
516	3.902170135
517	3.899435429
518	3.897497505
519	3.896426119
520	3.896044669
521	3.892795942
522	3.892413888
523	3.891738985
524	3.88822057
525	3.883837053
526	3.881769742
527	3.880356898
528	3.879250273
529	3.877174493
530	3.875854201
531	3.873189396
532	3.871583368
533	3.869622679
534	3.866860164
535	3.864498444
536	3.861416322
537	3.860265769
538	3.859328725
539	3.858521278
540	3.85599111
541	3.852379816
542	3.851327537
543	3.847854898
544	3.847083414
545	3.845397429
546	3.841933528
547	3.840996474
548	3.838355966
549	3.83342799
550	3.828161535
551	3.823502399
552	3.820068862
553	3.817951642
554	3.815785958
555	3.81503012
556	3.813529315
557	3.808881326
558	3.808740434
559	3.80714352
560	3.80573346
561	3.803370052
562	3.803215211
563	3.801309667
564	3.800003847
565	3.798026138
566	3.794745847
567	3.794312041
568	3.792205926
569	3.788991061
570	3.787391572
571	3.7826445
572	3.781700331
573	3.780045374
574	3.775462644
575	3.773711943
576	3.772415806
577	3.770170875
578	3.765166479
579	3.763976102
580	3.760761708
581	3.758155662
582	3.756844548
583	3.753098923
584	3.751618946
585	3.751398464
586	3.749920103
587	3.748237465
588	3.746021536
589	3.74417648
590	3.738788389
591	3.736021611
592	3.734546151
593	3.733527479
594	3.733026392
595	3.730314752
596	3.727342596
597	3.725459604
598	3.723158842
599	3.722362756
600	3.721443615
601	3.720743486
602	3.720215334
603	3.719436563
604	3.715046574
605	3.71443396
606	3.712938941
607	3.712814764
608	3.71235348
609	3.711223749
610	3.710755648
611	3.708668039
612	3.705623591
613	3.704045802
614	3.699915209
615	3.696182221
616	3.694263278
617	3.693810229
618	3.690900932
619	3.688020895
620	3.685491894
621	3.684328128
622	3.680640153
623	3.678932783
624	3.674167041
625	3.672200976
626	3.670606604
627	3.665506042
628	3.664214007
629	3.66261643
630	3.662118449
631	3.660871366
632	3.656695243
633	3.654497801
634	3.654189134
635	3.653957699
636	3.651920725
637	3.65106705
638	3.650612844
639	3.649884732
640	3.646276182
641	3.645808194
642	3.645042989
643	3.639864499
644	3.637318478
645	3.636344905
646	3.634754643
647	3.630724975
648	3.629408252
649	3.62790646
650	3.627388973
651	3.625163557
652	3.623701985
653	3.622342639
654	3.621130639
655	3.619125665
656	3.618878783
657	3.616207429
658	3.61206486
659	3.611955873
660	3.610713743
661	3.610044025
662	3.607342669
663	3.602510618
664	3.600492392
665	3.597171065
666	3.594358798
667	3.593945251
668	3.593607748
669	3.592238714
670	3.590144654
671	3.587151536
672	3.586070865
673	3.585102746
674	3.584362847
675	3.581407561
676	3.57919422
677	3.577632204
678	3.573911195
679	3.573408216
680	3.571076482
681	3.568177107
682	3.564824621
683	3.562475026
684	3.561226889
685	3.559383467
686	3.555209766
687	3.55345383
688	3.552300968
689	3.551253986
690	3.549807725
691	3.547992926
692	3.545438607
693	3.543313763
694	3.542962896
695	3.539800465
696	3.53953187
697	3.536332425
698	3.534993327
699	3.531637011
700	3.531040284
701	3.529973872
702	3.527325183
703	3.527200815
704	3.523459911
705	3.522729934
706	3.522260582
707	3.518641591
708	3.516856405
709	3.515083413
710	3.514671214
711	3.512617621
712	3.510747971
713	3.508149266
714	3.504557165
715	3.501367208
716	3.497593362
717	3.496291169
718	3.49330374
719	3.490044385
720	3.488891789
721	3.486869081
722	3.486303638
723	3.486035862
724	3.482668951
725	3.47820549
726	3.474392283
727	3.472268163
728	3.471209164
729	3.470049971
730	3.469078654
731	3.468643292
732	3.468134848
733	3.467820182
734	3.465776156
735	3.463037608
736	3.45965637
737	3.457275091
738	3.455522955
739	3.451270508
740	3.450978947
741	3.450608492
742	3.448122004
743	3.445646714
744	3.44411263
745	3.443264164
746	3.439521363
747	3.436809225
748	3.435509465
749	3.434450277
750	3.431786753
751	3.430150302
752	3.42696281
753	3.426870334
754	3.425200309
755	3.423383783
756	3.422752979
757	3.420845924
758	3.418917862
759	3.417095735
760	3.414391848
761	3.41426711
762	3.411976013
763	3.408614844
764	3.407906721
765	3.407494015
766	3.406287128
767	3.404600442
768	3.404012662
769	3.400398762
770	3.399737714
771	3.399185251
772	3.397245411
773	3.396229831
774	3.394002836
775	3.389617243
776	3.385426488
777	3.385072258
778	3.383842366
779	3.380110746
780	3.378595218
781	3.377371219
782	3.375814782
783	3.374195887
784	3.373704309
785	3.372971757
786	3.371565136
787	3.3700309
788	3.368186663
789	3.366710398
790	3.364598042
791	3.36348442
792	3.362001759
793	3.361580401
794	3.359543675
795	3.35766119
796	3.354592969
797	3.350985986
798	3.349589624
799	3.349110856
800	3.345315441
801	3.34397474
802	3.343800902
803	3.342329465
804	3.34220347
805	3.341279219
806	3.337329521
807	3.336708453
808	3.333252703
809	3.332186769
810	3.330594851
811	3.327867442
812	3.327563111
813	3.326308994
814	3.326249879
815	3.322336238
816	3.320491154
817	3.320434271
818	3.319609638
819	3.316182682
820	3.313126612
821	3.311222803
822	3.309627335
823	3.307974895
824	3.307321505
825	3.306759087
826	3.30484037
827	3.30201994
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