iter	RMSE
0	219.8165783
1	212.252825
2	205.0836559
3	198.3344886
4	192.1974936
5	186.942693
6	181.4967302
7	176.2441768
8	171.3724545
9	166.411073
10	161.7703515
11	157.8707132
12	153.8097251
13	150.2706676
14	146.6379482
15	143.3870839
16	139.8109793
17	136.9752602
18	134.2666435
19	131.639043
20	128.9263577
21	126.4513416
22	124.0605293
23	121.6780029
24	119.7456246
25	117.5372042
26	115.4036207
27	113.0608277
28	110.999741
29	108.8209453
30	107.1574561
31	105.6557759
32	103.9792238
33	102.4874083
34	100.825314
35	99.53552544
36	98.29871446
37	97.14739677
38	96.05687406
39	94.90092746
40	93.85223657
41	92.97505298
42	91.67376883
43	90.83347726
44	90.09354828
45	88.93860031
46	87.89491709
47	86.98183963
48	86.11448184
49	85.47316289
50	84.40703981
51	83.59499754
52	82.59314819
53	81.97476003
54	81.37030769
55	80.38678698
56	79.70163827
57	78.74253032
58	78.05726413
59	77.46561676
60	76.86317477
61	76.1771559
62	75.66690483
63	74.85895697
64	74.34254393
65	73.65203561
66	73.16252149
67	72.35068112
68	71.8347897
69	71.3438437
70	70.68026286
71	70.17303521
72	69.81672392
73	69.24430666
74	68.79394969
75	68.20884847
76	67.63816965
77	67.28991356
78	66.75566948
79	66.29363335
80	65.84607318
81	65.56181654
82	65.10696857
83	64.73560923
84	64.46360496
85	64.17573955
86	63.90744799
87	63.62360875
88	63.24974481
89	62.54001435
90	62.0927723
91	61.60203354
92	61.34828746
93	60.85221247
94	60.47051547
95	60.24752306
96	59.99971596
97	59.6977094
98	59.4349188
99	59.16845147
100	58.74975608
101	58.39481321
102	58.1606309
103	57.95413991
104	57.49554941
105	57.26098544
106	56.91937044
107	56.70086376
108	56.41390059
109	56.16039375
110	55.86289089
111	55.56435337
112	55.28181737
113	55.21247488
114	54.9098025
115	54.69145732
116	54.52539063
117	54.18525613
118	53.99821539
119	53.81455777
120	53.53879593
121	53.25796612
122	53.0739385
123	52.87767936
124	52.69842077
125	52.46608212
126	52.19428978
127	52.01742788
128	51.76182326
129	51.45456189
130	51.30765439
131	50.86792956
132	50.65053418
133	50.43902401
134	50.20628382
135	50.05803671
136	49.82187674
137	49.61859526
138	49.4903542
139	49.31555818
140	49.15161385
141	49.03245983
142	48.81287139
143	48.5141827
144	48.29476195
145	47.86718066
146	47.66693678
147	47.50395878
148	47.40655295
149	47.17417327
150	47.02089952
151	46.94119652
152	46.75990107
153	46.57146633
154	46.36691935
155	46.16578536
156	46.03884537
157	45.91325864
158	45.7269977
159	45.59113961
160	45.15740656
161	44.89238269
162	44.55495573
163	44.45806105
164	44.28597245
165	44.18340145
166	44.06279905
167	43.87888366
168	43.67594916
169	43.47729857
170	43.29249853
171	43.15615291
172	43.01687003
173	42.8179247
174	42.45708671
175	42.32058711
176	42.16148108
177	42.08576711
178	41.98394803
179	41.88619819
180	41.80354547
181	41.69320711
182	41.51588406
183	41.27105725
184	41.17691347
185	40.90511238
186	40.77077961
187	40.56400711
188	40.34248571
189	40.23547924
190	40.09642872
191	39.92747998
192	39.75814426
193	39.6737579
194	39.51317316
195	39.42672823
196	39.32803737
197	39.15324829
198	39.08325402
199	38.86177757
200	38.71221285
201	38.52967741
202	38.37293402
203	38.23670383
204	38.06365289
205	37.94633178
206	37.79962538
207	37.65561953
208	37.56235203
209	37.43480507
210	37.28800825
211	37.18679241
212	37.02643805
213	36.93493035
214	36.71045674
215	36.53874099
216	36.44609218
217	36.30561816
218	36.20614995
219	36.08916991
220	36.01213318
221	35.86959487
222	35.67839328
223	35.57831502
224	35.46370813
225	35.3355964
226	35.24918117
227	35.16591283
228	35.04507198
229	34.89605812
230	34.77319536
231	34.59985473
232	34.52948914
233	34.41212629
234	34.327075
235	34.24360531
236	34.09316166
237	33.9897443
238	33.92870806
239	33.80033401
240	33.75638484
241	33.69717909
242	33.59536485
243	33.54863425
244	33.51922759
245	33.48655044
246	33.415978
247	33.27426587
248	33.20632688
249	33.10248664
250	33.00289587
251	32.91067943
252	32.8119731
253	32.74599981
254	32.68903049
255	32.56637152
256	32.47755169
257	32.24913087
258	32.12163766
259	32.03872853
260	31.96268218
261	31.85424216
262	31.79473824
263	31.72835851
264	31.65181466
265	31.58777464
266	31.54683382
267	31.43175449
268	31.31700085
269	31.28669154
270	31.22856135
271	31.17199501
272	31.10401221
273	31.01788773
274	30.87184049
275	30.7795316
276	30.64186746
277	30.58783195
278	30.51261375
279	30.44815862
280	30.38589469
281	30.23502904
282	30.15202492
283	30.06478543
284	30.02999165
285	29.9777122
286	29.8824769
287	29.70980751
288	29.64118256
289	29.56546263
290	29.41551536
291	29.38157743
292	29.27591139
293	29.22617091
294	29.13320145
295	29.065912
296	28.98502961
297	28.9005424
298	28.82040326
299	28.76809194
300	28.59033349
301	28.53690743
302	28.45700082
303	28.37412443
304	28.29746057
305	28.23178471
306	28.13562254
307	28.11474449
308	28.06532796
309	28.00773683
310	27.92337317
311	27.90441549
312	27.74129445
313	27.68958447
314	27.62488294
315	27.56558573
316	27.49363041
317	27.43469067
318	27.38908461
319	27.36482152
320	27.33051436
321	27.28181808
322	27.25004988
323	27.18531952
324	27.11209992
325	27.05696765
326	26.95422424
327	26.81079082
328	26.67383526
329	26.55987177
330	26.49577812
331	26.37135985
332	26.24908906
333	26.22642684
334	26.20548837
335	26.18079064
336	26.06150274
337	25.99373465
338	25.93821717
339	25.85413495
340	25.74824047
341	25.68833486
342	25.67250835
343	25.61197673
344	25.48854453
345	25.43677375
346	25.35378818
347	25.33910641
348	25.30447406
349	25.25867641
350	25.18143976
351	25.12418162
352	25.10594837
353	25.08710753
354	25.06412836
355	25.04983616
356	24.92610248
357	24.87578969
358	24.78713633
359	24.71941389
360	24.64011468
361	24.58088643
362	24.53587611
363	24.44899741
364	24.36995406
365	24.32670918
366	24.27215928
367	24.25887007
368	24.18930745
369	24.15431766
370	24.08225341
371	24.03014338
372	23.98504675
373	23.92359745
374	23.87628829
375	23.83287479
376	23.77267261
377	23.74515231
378	23.71438635
379	23.66567088
380	23.64164845
381	23.5701206
382	23.56210127
383	23.52488949
384	23.48365797
385	23.45181527
386	23.43851429
387	23.39038691
388	23.34028176
389	23.27463595
390	23.16860779
391	23.13465869
392	23.09727852
393	22.99848202
394	22.97880039
395	22.91204071
396	22.87641443
397	22.82911582
398	22.78910743
399	22.72186306
400	22.68122885
401	22.63368039
402	22.60625359
403	22.55890162
404	22.5004791
405	22.47056431
406	22.43844404
407	22.35183511
408	22.27388864
409	22.24351458
410	22.16869877
411	22.15069095
412	22.07465709
413	22.06648057
414	22.01600668
415	21.97223051
416	21.87143322
417	21.83735423
418	21.7989403
419	21.76494543
420	21.62894788
421	21.59105669
422	21.47794806
423	21.42812857
424	21.41328604
425	21.36810757
426	21.33235447
427	21.27652157
428	21.24219706
429	21.19308778
430	21.1319687
431	21.07571276
432	21.0308637
433	21.01368233
434	20.9338859
435	20.82650366
436	20.75885749
437	20.73056348
438	20.70941065
439	20.67390164
440	20.60703604
441	20.56227023
442	20.54918097
443	20.48783543
444	20.45540055
445	20.38250441
446	20.34992983
447	20.26637992
448	20.22202265
449	20.19181935
450	20.15914305
451	20.12084359
452	20.10610562
453	20.01598225
454	19.98028654
455	19.94503899
456	19.89041361
457	19.83113221
458	19.76132881
459	19.68773448
460	19.65942947
461	19.62486206
462	19.56016921
463	19.49475618
464	19.40148168
465	19.36607021
466	19.32012132
467	19.28859196
468	19.25061083
469	19.20468732
470	19.16537437
471	19.14167196
472	19.10753625
473	19.09331509
474	19.00567419
475	18.91269167
476	18.85985928
477	18.81249878
478	18.78674043
479	18.76166418
480	18.73722329
481	18.68075616
482	18.63133388
483	18.60086461
484	18.57056257
485	18.54604264
486	18.50014152
487	18.46973967
488	18.43697019
489	18.41080733
490	18.35781231
491	18.33079844
492	18.31890996
493	18.29457988
494	18.24860487
495	18.22555354
496	18.18291679
497	18.12559019
498	18.11941912
499	18.07753634
500	18.01770445
501	17.94846153
502	17.89218768
503	17.85404002
504	17.81062703
505	17.76185384
506	17.72839179
507	17.72232032
508	17.69311612
509	17.63617442
510	17.60591651
511	17.56587814
512	17.52559278
513	17.47540888
514	17.44136824
515	17.41375827
516	17.3990576
517	17.34537434
518	17.31093949
519	17.29236099
520	17.23523075
521	17.18350399
522	17.14926503
523	17.09905244
524	17.06662801
525	17.03842983
526	17.0046575
527	16.98231061
528	16.9489165
529	16.90879622
530	16.86985868
531	16.85019055
532	16.83373204
533	16.81398779
534	16.75584228
535	16.72917291
536	16.69057516
537	16.62492831
538	16.60967291
539	16.54644341
540	16.50060099
541	16.47828429
542	16.42003066
543	16.40433365
544	16.36961327
545	16.34864539
546	16.30419191
547	16.29227864
548	16.26136071
549	16.23738415
550	16.21454163
551	16.1811028
552	16.1504854
553	16.12604482
554	16.08689004
555	16.06914308
556	16.03930296
557	16.02002831
558	15.99074845
559	15.95559468
560	15.94407396
561	15.90668101
562	15.88675713
563	15.86099186
564	15.83997346
565	15.82735775
566	15.78332686
567	15.73448402
568	15.71106172
569	15.69345009
570	15.66854027
571	15.64179315
572	15.62084887
573	15.59796241
574	15.57643908
575	15.55570898
576	15.52695574
577	15.5059988
578	15.46368542
579	15.43643129
580	15.40754138
581	15.37406795
582	15.35011271
583	15.32483509
584	15.30147135
585	15.28202038
586	15.25307457
587	15.24853829
588	15.22875549
589	15.20886387
590	15.18526355
591	15.16221252
592	15.14287209
593	15.12386952
594	15.11490071
595	15.07708336
596	15.06768338
597	15.05451525
598	15.0251118
599	14.99884308
600	14.96454634
601	14.94222242
602	14.92585121
603	14.90885693
604	14.86136486
605	14.8455398
606	14.81932579
607	14.80488331
608	14.78298336
609	14.76672178
610	14.74885727
611	14.724036
612	14.7141708
613	14.7024572
614	14.68198108
615	14.63877676
616	14.59854957
617	14.58496755
618	14.55971841
619	14.53235652
620	14.49565459
621	14.47902771
622	14.45592323
623	14.42304345
624	14.41529615
625	14.37483743
626	14.35533026
627	14.30729868
628	14.28030777
629	14.25253461
630	14.22676935
631	14.20829623
632	14.19565482
633	14.15612127
634	14.12640713
635	14.10984602
636	14.0828535
637	14.06639622
638	14.04481211
639	14.01868352
640	14.00048717
641	13.97967712
642	13.96558907
643	13.94418273
644	13.93202547
645	13.9219793
646	13.90571206
647	13.86099126
648	13.83419444
649	13.80675072
650	13.76681563
651	13.75646331
652	13.74640749
653	13.73519048
654	13.71317125
655	13.69983998
656	13.67343573
657	13.65086002
658	13.63026406
659	13.61154975
660	13.60148181
661	13.58288063
662	13.55699851
663	13.54150069
664	13.50890192
665	13.48307264
666	13.47038247
667	13.45969263
668	13.44740246
669	13.42917993
670	13.41907784
671	13.40147618
672	13.39234518
673	13.38313873
674	13.35093217
675	13.32975575
676	13.3186271
677	13.3098439
678	13.29907661
679	13.28337973
680	13.27192253
681	13.25380255
682	13.24772283
683	13.22891786
684	13.21238894
685	13.18643016
686	13.16136131
687	13.1332701
688	13.12116261
689	13.11453939
690	13.10399213
691	13.08515864
692	13.05727479
693	13.04540804
694	13.03091146
695	13.01512718
696	13.00436579
697	12.98129155
698	12.96412572
699	12.95602955
700	12.91809057
701	12.90317329
702	12.88798872
703	12.85996877
704	12.84087759
705	12.81244919
706	12.80174717
707	12.78136306
708	12.76058152
709	12.74622299
710	12.73110952
711	12.72204811
712	12.68953287
713	12.67984218
714	12.65093439
715	12.63587711
716	12.61066864
717	12.59617309
718	12.57723022
719	12.56508356
720	12.54731446
721	12.52543648
722	12.5121895
723	12.49336378
724	12.48076011
725	12.45020396
726	12.42659199
727	12.41790413
728	12.39004744
729	12.38269481
730	12.36188166
731	12.34741023
732	12.32258377
733	12.3179463
734	12.30150009
735	12.29118917
736	12.2765031
737	12.26401938
738	12.25070978
739	12.23728769
740	12.22526483
741	12.20265876
742	12.1817593
743	12.17016659
744	12.14241012
745	12.12536417
746	12.11376539
747	12.09678626
748	12.06610968
749	12.05172738
750	12.00642303
751	11.96636248
752	11.95223948
753	11.94543014
754	11.93198802
755	11.92353048
756	11.91503286
757	11.88956767
758	11.88356482
759	11.86517529
760	11.85333882
761	11.83789626
762	11.82661773
763	11.82082728
764	11.81334594
765	11.80359758
766	11.78871007
767	11.77468459
768	11.75883676
769	11.7441355
770	11.73405397
771	11.72372925
772	11.7175664
773	11.70403913
774	11.68771839
775	11.66833064
776	11.65787239
777	11.64286357
778	11.63251623
779	11.62316673
780	11.61396465
781	11.59701523
782	11.58418784
783	11.56545622
784	11.54340821
785	11.53576588
786	11.53118326
787	11.52263855
788	11.51383612
789	11.49050658
790	11.47277714
791	11.45845586
792	11.44567958
793	11.43459507
794	11.42284289
795	11.41004795
796	11.39992515
797	11.39542055
798	11.38424608
799	11.36954654
800	11.36451849
801	11.35359704
802	11.33858145
803	11.32570559
804	11.31947469
805	11.304589
806	11.29896017
807	11.2897222
808	11.27294109
809	11.26454372
810	11.25367162
811	11.23236511
812	11.2173497
813	11.21097163
814	11.19591321
815	11.18712015
816	11.17644281
817	11.16101741
818	11.15316869
819	11.14784008
820	11.13475663
821	11.12065125
822	11.10734589
823	11.09065819
824	11.08547074
825	11.07308076
826	11.06860523
827	11.04834897
828	11.03330177
829	11.0179721
830	11.0089254
831	10.99618514
832	10.99193176
833	10.98011546
834	10.96701422
835	10.95741463
836	10.94716806
837	10.94187737
838	10.91947457
839	10.90878589
840	10.90142219
841	10.88229075
842	10.87195081
843	10.85961681
844	10.84856696
845	10.83666007
846	10.80454096
847	10.79439635
848	10.78799068
849	10.77599016
850	10.76542913
851	10.7585222
852	10.74409124
853	10.7301683
854	10.71948659
855	10.71252416
856	10.70035935
857	10.68991317
858	10.67869871
859	10.66316852
860	10.65076275
861	10.64537022
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