iter	RMSE
0	220.4208216
1	212.790048
2	205.6749541
3	198.8574806
4	192.6264768
5	186.8967417
6	181.1410546
7	175.4998969
8	170.5441093
9	165.5671009
10	160.8019288
11	156.7596763
12	152.8320314
13	148.8725092
14	145.2949014
15	141.9585766
16	138.3662433
17	135.5437914
18	132.6793333
19	130.095164
20	127.3948389
21	124.5987566
22	122.3986137
23	120.0735579
24	118.0991081
25	115.9382951
26	114.1265598
27	111.8180851
28	109.7882638
29	107.6414939
30	106.1300431
31	104.5594599
32	102.8298951
33	101.3847376
34	99.69298783
35	98.46259507
36	97.03182331
37	95.43303096
38	94.35093469
39	93.0689536
40	91.86909452
41	90.66885923
42	89.48171752
43	88.52575675
44	87.61567237
45	86.34350692
46	85.54823157
47	84.69480395
48	83.83549774
49	82.52197307
50	81.63693255
51	80.88473143
52	80.0140085
53	79.08714134
54	78.47650155
55	77.88243348
56	77.16292054
57	76.35711163
58	75.5512235
59	74.84970402
60	74.32165635
61	73.51655927
62	72.91857002
63	72.15319772
64	71.63586608
65	71.09235522
66	70.48027699
67	69.64333277
68	69.0157977
69	68.50861162
70	67.92170283
71	67.44838459
72	67.05646775
73	66.4317636
74	65.96424378
75	65.69409644
76	64.92284897
77	64.39131922
78	64.16293346
79	63.70271095
80	63.19124337
81	62.83691035
82	62.34763977
83	62.13184098
84	61.72221201
85	61.33680111
86	60.83721196
87	60.45108636
88	60.08756304
89	59.37836917
90	59.12600988
91	58.86802076
92	58.61121164
93	58.1634234
94	57.85626587
95	57.67179436
96	57.44738137
97	57.18162725
98	56.92608584
99	56.61713812
100	56.42428154
101	56.17414657
102	55.90491662
103	55.68799047
104	55.32128613
105	55.18538688
106	54.9418381
107	54.66021934
108	54.37210601
109	54.1148439
110	53.90078203
111	53.73286112
112	53.46349192
113	53.15333669
114	52.9041378
115	52.72320046
116	52.49514102
117	52.22982314
118	52.16025366
119	51.97743626
120	51.67107643
121	51.36006177
122	51.15484129
123	51.06530331
124	50.84064153
125	50.25726188
126	50.05375698
127	49.79634988
128	49.39266909
129	49.22632408
130	48.96926159
131	48.79850595
132	48.60123762
133	48.37832646
134	48.07993026
135	47.77075665
136	47.60706985
137	47.46414685
138	47.32620073
139	47.13019713
140	47.02515233
141	46.79044592
142	46.69717084
143	46.44430319
144	46.14181307
145	46.04735468
146	45.84524396
147	45.75565214
148	45.4032901
149	45.08345323
150	44.91882745
151	44.75760333
152	44.60630862
153	44.44713038
154	44.36190705
155	44.26554048
156	44.1190792
157	43.94810306
158	43.82435251
159	43.70296666
160	43.53702055
161	43.33641812
162	43.18255419
163	43.00707436
164	42.74464049
165	42.52707325
166	42.40928358
167	42.26087754
168	42.10877285
169	41.91354269
170	41.69542697
171	41.56635233
172	41.38358352
173	41.28280023
174	41.12387125
175	40.90714003
176	40.85116634
177	40.7207135
178	40.61785816
179	40.47377097
180	40.24652049
181	40.06593666
182	39.90430487
183	39.6663073
184	39.46620059
185	39.35550404
186	39.23674107
187	39.0941781
188	38.97903867
189	38.91766796
190	38.7160513
191	38.63527508
192	38.5781065
193	38.43456111
194	38.29190015
195	38.09241533
196	37.89798249
197	37.80384615
198	37.66629093
199	37.55113011
200	37.41621074
201	37.11391485
202	37.05734093
203	36.90230748
204	36.79680934
205	36.63899296
206	36.48009369
207	36.36848653
208	36.29252903
209	36.07852885
210	35.90031924
211	35.75726169
212	35.67462536
213	35.56955248
214	35.51717064
215	35.35230883
216	35.16110855
217	35.0792103
218	34.9869347
219	34.85956438
220	34.76849447
221	34.64241622
222	34.56582712
223	34.48289989
224	34.41978568
225	34.32846213
226	34.23443626
227	34.18447395
228	34.09699091
229	33.81122859
230	33.72126969
231	33.61696445
232	33.52305007
233	33.42880087
234	33.34026864
235	33.24986032
236	33.05251708
237	32.98941867
238	32.9161434
239	32.84158507
240	32.76232733
241	32.63293442
242	32.58838836
243	32.50322675
244	32.42435325
245	32.33859394
246	32.29338469
247	32.26419169
248	32.22567065
249	32.11436855
250	32.04110305
251	31.92581578
252	31.85883345
253	31.77091174
254	31.71268918
255	31.63958538
256	31.56304817
257	31.49310923
258	31.42534974
259	31.3184603
260	31.17323293
261	31.03802283
262	30.98575107
263	30.92126433
264	30.82572969
265	30.72483206
266	30.68083565
267	30.50739315
268	30.44367801
269	30.28770412
270	30.20516875
271	30.11810869
272	30.03623019
273	29.95048998
274	29.89266535
275	29.8627015
276	29.74401656
277	29.69915582
278	29.62326891
279	29.5823248
280	29.4833042
281	29.40850253
282	29.27710705
283	29.1600823
284	29.05215086
285	29.04101646
286	28.9861699
287	28.90933671
288	28.82127283
289	28.71606938
290	28.6460488
291	28.56826835
292	28.49214142
293	28.43940579
294	28.41493699
295	28.3581093
296	28.23503223
297	28.11567067
298	28.06170693
299	27.99960111
300	27.89536627
301	27.82259128
302	27.75017966
303	27.65401376
304	27.57634395
305	27.48469876
306	27.38707255
307	27.31275452
308	27.23418833
309	27.17898751
310	27.14871695
311	27.08349766
312	27.01227438
313	26.94992823
314	26.86644807
315	26.80902453
316	26.7584731
317	26.69037989
318	26.63487362
319	26.50823555
320	26.4848713
321	26.42775171
322	26.38482714
323	26.27844978
324	26.21134975
325	26.14243199
326	26.07177629
327	25.97145971
328	25.93368496
329	25.87156284
330	25.83261601
331	25.74579696
332	25.70834897
333	25.64114041
334	25.58874479
335	25.52384371
336	25.45012521
337	25.39914343
338	25.32850321
339	25.25667146
340	25.19768615
341	25.1526108
342	25.09046419
343	25.05382029
344	25.00823914
345	24.90893096
346	24.84523645
347	24.79976922
348	24.74085076
349	24.70816669
350	24.65274867
351	24.58283929
352	24.52630257
353	24.48314032
354	24.41974597
355	24.36373027
356	24.33387447
357	24.27629381
358	24.21427269
359	24.15460381
360	24.12377285
361	24.03635979
362	23.98089077
363	23.93712746
364	23.90853116
365	23.86409758
366	23.83667296
367	23.80953236
368	23.71124018
369	23.68073136
370	23.58042715
371	23.5259381
372	23.48072663
373	23.42368248
374	23.34109805
375	23.25373604
376	23.22456982
377	23.16869052
378	23.08240188
379	23.06183503
380	22.95848609
381	22.90884614
382	22.85548995
383	22.78479426
384	22.7662548
385	22.72312491
386	22.67732724
387	22.56851796
388	22.5498186
389	22.5035846
390	22.42338376
391	22.40263179
392	22.36607827
393	22.31724153
394	22.28233766
395	22.23703256
396	22.21045657
397	22.17058038
398	22.08942918
399	22.04189397
400	21.97294807
401	21.91496984
402	21.81784426
403	21.77590615
404	21.75603031
405	21.7070903
406	21.6649743
407	21.62652762
408	21.58755919
409	21.511765
410	21.45042258
411	21.42041553
412	21.38130916
413	21.3376202
414	21.29540183
415	21.2454182
416	21.22975725
417	21.14303689
418	21.10523273
419	21.0619709
420	20.99177336
421	20.93836828
422	20.82620078
423	20.81055728
424	20.74228172
425	20.72190313
426	20.62043326
427	20.59876519
428	20.58692732
429	20.54247143
430	20.50342976
431	20.46266919
432	20.37978334
433	20.3370919
434	20.29232509
435	20.23677321
436	20.19711366
437	20.19253481
438	20.12744837
439	20.09300604
440	20.05182099
441	20.009613
442	19.9737149
443	19.91706268
444	19.91027434
445	19.87736056
446	19.83142705
447	19.80751771
448	19.7466733
449	19.70783014
450	19.678849
451	19.60821003
452	19.57597515
453	19.56158114
454	19.51033693
455	19.45519416
456	19.42319502
457	19.41642469
458	19.36164373
459	19.33075165
460	19.29727037
461	19.2496957
462	19.23022347
463	19.21067584
464	19.17889958
465	19.15915737
466	19.10458846
467	19.07204693
468	19.03582553
469	19.00105054
470	18.97529323
471	18.96513514
472	18.93554297
473	18.902224
474	18.88272499
475	18.83993365
476	18.80351319
477	18.79585225
478	18.75346216
479	18.69292678
480	18.66515194
481	18.5911574
482	18.55539501
483	18.49961801
484	18.46042756
485	18.4384969
486	18.40585361
487	18.36418595
488	18.33617272
489	18.28597887
490	18.24419824
491	18.18972151
492	18.17345707
493	18.14494887
494	18.11922513
495	18.08318449
496	18.07022145
497	18.03737575
498	17.96574362
499	17.95753812
500	17.90255873
501	17.88039632
502	17.81831629
503	17.79934521
504	17.79438581
505	17.77646788
506	17.75261155
507	17.69393687
508	17.63991313
509	17.612928
510	17.58227134
511	17.5415886
512	17.5169089
513	17.4997197
514	17.4822846
515	17.43205947
516	17.36816205
517	17.32438633
518	17.29450362
519	17.258795
520	17.23379466
521	17.19432542
522	17.14325011
523	17.11800694
524	17.08204527
525	17.05634667
526	17.02643337
527	17.00089426
528	16.94486391
529	16.92242819
530	16.87345533
531	16.83028505
532	16.80464588
533	16.78157597
534	16.73136988
535	16.71364795
536	16.69573809
537	16.67550446
538	16.6320829
539	16.62397703
540	16.58306589
541	16.5542341
542	16.53534706
543	16.51203098
544	16.48955808
545	16.48147505
546	16.43106742
547	16.40696244
548	16.38672018
549	16.36084771
550	16.34283965
551	16.32006306
552	16.29999935
553	16.24848478
554	16.21962587
555	16.19932132
556	16.17275669
557	16.15030585
558	16.13855949
559	16.11242506
560	16.08506218
561	16.06466082
562	16.05250007
563	16.01626732
564	16.01356633
565	15.96978321
566	15.92887714
567	15.88302667
568	15.86496858
569	15.8419271
570	15.81667438
571	15.78672966
572	15.776997
573	15.75315645
574	15.74042576
575	15.72542767
576	15.70932956
577	15.69109863
578	15.66836992
579	15.63184124
580	15.59536435
581	15.56070089
582	15.52023041
583	15.51309232
584	15.48600467
585	15.45286001
586	15.428605
587	15.40794176
588	15.40033178
589	15.37687635
590	15.37081438
591	15.36229027
592	15.34557467
593	15.32310457
594	15.27760672
595	15.24619953
596	15.2029818
597	15.19607042
598	15.15926126
599	15.14372037
600	15.11593255
601	15.09573342
602	15.07108343
603	15.04783497
604	15.01969513
605	14.99759831
606	14.9784494
607	14.96094349
608	14.94240875
609	14.93403862
610	14.92084898
611	14.89183705
612	14.8654005
613	14.85780799
614	14.8383587
615	14.82399392
616	14.80826884
617	14.77729388
618	14.75740458
619	14.7435444
620	14.72837246
621	14.69245544
622	14.67860136
623	14.66235595
624	14.62104583
625	14.59258617
626	14.56905805
627	14.55550337
628	14.54094958
629	14.52254746
630	14.50360708
631	14.47648297
632	14.45399912
633	14.4483935
634	14.42288595
635	14.41003551
636	14.40009406
637	14.37800098
638	14.36691183
639	14.35994866
640	14.33395085
641	14.28934489
642	14.2748266
643	14.25441827
644	14.22900739
645	14.20512053
646	14.18323386
647	14.16160222
648	14.14551448
649	14.1228685
650	14.09633685
651	14.06970643
652	14.05056742
653	14.03025077
654	13.99694616
655	13.9848456
656	13.96668676
657	13.95180403
658	13.92148895
659	13.877492
660	13.84989503
661	13.84138382
662	13.82465908
663	13.79139013
664	13.78470852
665	13.75762837
666	13.7442602
667	13.72178879
668	13.71653628
669	13.6960529
670	13.67713892
671	13.66831986
672	13.64984462
673	13.640234
674	13.62904093
675	13.60820111
676	13.59727676
677	13.58800914
678	13.58110676
679	13.54763524
680	13.53716459
681	13.52302368
682	13.50775317
683	13.4990474
684	13.49210177
685	13.48185969
686	13.47035547
687	13.45463875
688	13.42789204
689	13.39182268
690	13.38347512
691	13.35641869
692	13.34428583
693	13.33403821
694	13.32695606
695	13.29778041
696	13.28341556
697	13.24447482
698	13.23466934
699	13.19918799
700	13.18282778
701	13.17653931
702	13.14736205
703	13.1297004
704	13.12160775
705	13.11142399
706	13.08401673
707	13.07007204
708	13.06030842
709	13.04872354
710	13.02833892
711	13.01953753
712	13.00260988
713	12.98565037
714	12.9708317
715	12.95563573
716	12.92805241
717	12.91823842
718	12.91065132
719	12.88404914
720	12.87475574
721	12.86724192
722	12.84628498
723	12.82936832
724	12.81441456
725	12.79378679
726	12.78348308
727	12.7754538
728	12.7437455
729	12.73461371
730	12.71662607
731	12.68828298
732	12.67296101
733	12.66102731
734	12.65104093
735	12.641363
736	12.62930109
737	12.61065352
738	12.59762855
739	12.59166094
740	12.58258077
741	12.56188987
742	12.54878285
743	12.53916164
744	12.53047615
745	12.51355733
746	12.4959939
747	12.47024045
748	12.4541058
749	12.44573626
750	12.43635472
751	12.42068452
752	12.40585802
753	12.38446402
754	12.357008
755	12.34910813
756	12.33547103
757	12.32778479
758	12.31954238
759	12.30637222
760	12.30117117
761	12.28830166
762	12.27826053
763	12.26608807
764	12.25614263
765	12.25117326
766	12.23930725
767	12.22123514
768	12.21145218
769	12.20416355
770	12.19870253
771	12.17464482
772	12.15649152
773	12.15148478
774	12.13978216
775	12.11314355
776	12.08266309
777	12.06219946
778	12.05292452
779	12.04622497
780	12.03942827
781	12.00355964
782	11.99057636
783	11.98145455
784	11.97615529
785	11.97026951
786	11.95776991
787	11.92375494
788	11.91142643
789	11.89660726
790	11.88458541
791	11.87321588
792	11.86256304
793	11.8307958
794	11.81285949
795	11.8017647
796	11.79624497
797	11.78134789
798	11.75523003
799	11.74449822
800	11.72611004
801	11.71479629
802	11.70028298
803	11.69246623
804	11.67023632
805	11.66009345
806	11.64343676
807	11.62612993
808	11.62184162
809	11.60784722
810	11.59356324
811	11.58217518
812	11.57859015
813	11.55797318
814	11.55191358
815	11.52833068
816	11.52101486
817	11.51694269
818	11.49606607
819	11.4819718
820	11.47942862
821	11.45745005
822	11.43712951
823	11.42762197
824	11.41520438
825	11.41047058
826	11.39832557
827	11.38060691
828	11.37080984
829	11.36005195
830	11.35504147
831	11.34170008
832	11.30819647
833	11.30379828
834	11.29085524
835	11.27874629
836	11.26667334
837	11.25567058
838	11.22688406
839	11.22270326
840	11.21350332
841	11.20220999
842	11.18540218
843	11.18345668
844	11.17600508
845	11.16690201
846	11.15832147
847	11.15112104
848	11.13231275
849	11.12003731
850	11.11297433
851	11.10279064
852	11.09601837
853	11.08098085
854	11.07042038
855	11.0666071
856	11.0447067
857	11.03028523
858	11.02458486
859	11.0145363
860	10.9936175
861	10.98177106
862	10.96246114
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864	10.93984379
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