lealaxy's picture
update
b60fce7
,train_mae,val_mae,test_mae
0,0.15651923341438742,0.06802867864106976,0.0816230073409236
1,0.03508484699635166,0.02876092454548492,0.0454866964612966
2,0.027439641091311553,0.017111456519815813,0.04282575847338075
3,0.032246436193974604,0.03565505840599017,0.08164803115785986
4,0.030457554244807773,0.0872423624793111,0.12017579092441694
5,0.028955704703228936,0.042084549402081686,0.09259341791111038
6,0.028781808299208633,0.051112932743244736,0.10406116263234846
7,0.03297552477590011,0.1710313354120698,0.16332662580028662
8,0.034115724729306095,0.032079782596854275,0.052011217331965925
9,0.032642783642287794,0.04553417982750161,0.05692556559823561
10,0.03051850710382336,0.013473360552885678,0.04900882131988655
11,0.022594019975266104,0.04093311861330687,0.056893934930195574
12,0.01937528627219565,0.04403489145861809,0.07485241120494733
13,0.01863479247868098,0.030111964250546554,0.04331128315500699
14,0.01904251979807605,0.01317152555566281,0.03397071310495633
15,0.0272524459604143,0.013728313245485688,0.034310069391537676
16,0.03009543771458601,0.07163730797866835,0.09587864451603019
17,0.04276041731093184,0.02078128481543688,0.04935261323150463
18,0.033701887134552175,0.01542528385166512,0.04409703888708516
19,0.028509723052311423,0.01745095067159381,0.05196735905078442
20,0.027055978448752616,0.01973016348905688,0.0416093225329372
21,0.019955105162928404,0.009291944938690164,0.03822487695049832
22,0.023462310496711512,0.014741707766471907,0.03865648989080185
23,0.03728124564807016,0.02766791876773675,0.05219372336776333
24,0.025803255287939635,0.027612705650024636,0.04290510368182499
25,0.022704548616376188,0.016006996611479755,0.039398208597455214
26,0.017478820791384624,0.01814695547313191,0.038956076104828305
27,0.02431449485384005,0.019991517099443565,0.04578008164813661
28,0.022647524818200402,0.018013244473137135,0.03734842329640346
29,0.018556403452962958,0.02473329860976962,0.04898899756641924
30,0.024746362426106634,0.014717338455104551,0.032562944373374036
31,0.023722333401120323,0.02318685028030602,0.039291303853700076
32,0.02071768419730599,0.01865646650684391,0.046724543500963396
33,0.020221293741523615,0.05191663488052612,0.05590403085332819
34,0.01991335667166272,0.014503977188385676,0.04027168282254538
35,0.020433393448350292,0.014283512145020934,0.03633757014278039
36,0.020220931989116096,0.01857105947132114,0.040384474024334774
37,0.015648685319651887,0.017844754369350065,0.039550631802273487
38,0.014830839275390181,0.019091743591436467,0.03963757920628795
39,0.02650258137039828,0.23374034148007414,0.19095929850835988
40,0.0272571241126317,0.06106287591852421,0.06586861546055171
41,0.06055484837304127,0.12816283342883336,0.1228686818893513
42,0.07510205745005094,0.08989862234569913,0.10590838039854028
43,0.052871402663489185,0.01783166969801451,0.07270640679601365
44,0.033614215318937546,0.021355844874389816,0.05433678617127294
45,0.03881616914987712,0.023854138578699773,0.04948153138089844
46,0.030469990690635707,0.048309620318197924,0.057827429468001144
47,0.02735176610190477,0.024334433163667835,0.041111196508712096
48,0.027036107729063993,0.025069243307117114,0.04297294014039031
49,0.032019105751668206,0.02001646558515901,0.04910462618926945
50,0.025522623471390598,0.019632644745586222,0.04192396659788716
51,0.02443718727041734,0.019874500576406717,0.04221287020380892
52,0.018686263491499978,0.02778081602395274,0.05235477441523656
53,0.023710508172316895,0.017497449092631942,0.044750910018827174
54,0.02102536171148446,0.016002697301595363,0.03883521136510577
55,0.0196317576409038,0.015916898240183674,0.040457468912633056
56,0.021272725839581754,0.015609302319759545,0.03840472559542463
57,0.019839654454210803,0.015745713667900757,0.03915325345781942
58,0.02062819841098516,0.015398463098938728,0.03849930994742402
59,0.01860862367154774,0.014204830840923065,0.038461304219284405
60,0.018550083157799484,0.014540302615915967,0.038508136910757565
61,0.019129036686338398,0.018605589390147562,0.042434407635659414
62,0.018676271648601833,0.015363732664196123,0.03867164168804648
63,0.01781823969203639,0.021297082088367884,0.04242445166978607
64,0.01999123620823455,0.019807605386906586,0.038242263317216134
65,0.017677745086049808,0.017637962193856407,0.04301518265130943
66,0.018005392826540678,0.014725849470989994,0.042116788060546084
67,0.019494239465993015,0.016901566939385132,0.0407355867943767
68,0.017537065332980942,0.024635200637804215,0.04517087780573554
69,0.019348457935968937,0.018092988091412673,0.041343288132380966
70,0.020234886405166706,0.015731348970168552,0.04020981271346302
71,0.018561943704077037,0.014917466337359402,0.04287683175154624
72,0.018198852862316765,0.024687986980330437,0.0528878167544937
73,0.019840896687745295,0.014881640984027018,0.042773020573540765
74,0.016114193298695626,0.01988801510387295,0.04201697036354006
75,0.01601479346107129,0.013688512327864246,0.040216336526023896
76,0.01463129400228541,0.013971075158414626,0.04002157101589862
77,0.014460774340124717,0.022276753634160255,0.042190490088904735
78,0.01756954557226838,0.014448444610786473,0.05424348067549611
79,0.013702682845153928,0.018422096081045565,0.04379660390229707
80,0.013648029888662892,0.019424183614996024,0.0458095622073481
81,0.014503616944672061,0.019777306658757286,0.040977633541932436
82,0.01726729034216052,0.016607025789833346,0.04860561671118468
83,0.014041613588946721,0.01894297034393043,0.04685907534707888
84,0.01414413222475294,0.020212940961057538,0.04951604632690272
85,0.013967620241583153,0.020786180198842357,0.04454398191587972
86,0.014839450663761088,0.022776190283556663,0.04567501401255393
87,0.01220158770082713,0.026651078954252394,0.044081008188473735
88,0.013269353088819318,0.023326886869252248,0.04983233084411409
89,0.020477121075959705,0.03043563602773776,0.05952284586028722
90,0.014861003975700556,0.0336298615141057,0.05837505202144857
91,0.012788194818785152,0.05269473799785902,0.06483874648488447
92,0.013210696406480215,0.03563799436994677,0.05407125578883848
93,0.015076320355346466,0.029883250548114436,0.06603575944038997
94,0.02105494750938556,0.02129310399272241,0.04207791673134256
95,0.016574846419998464,0.0342439633014417,0.04559911068130716
96,0.01609153393501567,0.02579797585873843,0.04978721808349845
97,0.016282457644606372,0.0315699957982572,0.042634161121880065
98,0.014474242850350429,0.02027233816997343,0.04319911297626686
99,0.014304996562533229,0.03174025639702111,0.044706417342641164
100,0.015202381565493483,0.029795529867717347,0.047879489930599685
101,0.01724358631265512,0.06035103427982608,0.06982103489622797
102,0.012288326634036973,0.036647910873546415,0.05350427267352959
103,0.01544752582879876,0.027423728629675976,0.04795443137332715
104,0.030247903205987196,0.02534168991964137,0.03709232371496172
105,0.012884369010681435,0.02915181119406466,0.04421110676244691
106,0.014435639261858072,0.029593531659609356,0.04223274784289179
107,0.017736334292292225,0.028569421039211975,0.04616113864562383
108,0.01763557727432425,0.047220689354215334,0.05242405175248269
109,0.016267987607092523,0.056735919052085214,0.0506315670006544
110,0.023361300293035313,0.04067411034931104,0.04491439009004313
111,0.017532974807468318,0.0348427115105699,0.037829221455056385
112,0.013612412935227872,0.0331063894582046,0.04568652132343825
113,0.01430929699742002,0.03339800066152198,0.04786664370879315
114,0.014253927595385584,0.036075659919270246,0.053644944832384404
115,0.030589750221935077,0.02665560759149145,0.05670984664755161
116,0.021332957833881026,0.02180043166654921,0.05097390004149824
117,0.01785238154941419,0.028977092300666238,0.05076731656947126
118,0.013586845182138766,0.04030635718765214,0.055857639113294326
119,0.013758861547054886,0.03591496695975535,0.057908141234235
120,0.014935809774301131,0.032899519799515435,0.052764334514975655
121,0.01046651724230183,0.03436017168285108,0.058175522933653565
122,0.009596692351469921,0.03510348308732636,0.06422164218325054
123,0.013734406187155811,0.04467296504434523,0.06011513429773096
124,0.012392307864309011,0.042009512315839964,0.05971318406438144
125,0.014960887242621351,0.04185330865195368,0.05893186143918314
126,0.010550127812401758,0.03891796810379208,0.05985947371512642
127,0.012995759012860248,0.0266975587583147,0.06149315506851692
128,0.011776052097593795,0.03406968637881259,0.0687320575992867
129,0.02327659881594985,0.030849925423078888,0.0607500369780346
130,0.011140395903123533,0.028432171659132595,0.06664354431517153
131,0.010274685776227187,0.033486500956378014,0.06470938572215938
132,0.011860729871467558,0.03127145861156371,0.06373044594829612
133,0.012828532959663528,0.03544633885775151,0.06220501263676957
134,0.013844877001512827,0.030821122962786534,0.06252840267212983
135,0.011034059214809598,0.05025946899983209,0.07239615939012593
136,0.01343559952754725,0.022379086607374078,0.06508202953905246
137,0.012878677382846872,0.0313349203720992,0.07107915521098049
138,0.010065123680932679,0.03520369810609927,0.07452150480186137
139,0.010031834305831653,0.03793342781339794,0.08008118548567164
140,0.01601582948780114,0.015575694272208005,0.0717416300519329
141,0.016150819061433657,0.024003268205993918,0.060180865900166164
142,0.014390837523841437,0.03472730162185292,0.06593282336936049
143,0.018242171531153928,0.021214939341176475,0.06100476175627631
144,0.01618297093132415,0.019831761839626313,0.06639298672190584
145,0.015103812847644782,0.018091155729137446,0.06564063846936746
146,0.012670841382910648,0.02727775660690007,0.05999995661153715
147,0.013896160268851836,0.025569224313204717,0.06105400385601662
148,0.012877342608374285,0.030279339158496017,0.06844749625104116
149,0.012875217003021914,0.02257388435320409,0.07560781686274888
150,0.010163326087449468,0.037240853197439465,0.07693806244769012
151,0.010624898441219286,0.028166559630420144,0.07997141308986339
152,0.012716421466239667,0.029857221299100147,0.07590832040091365
153,0.012620105897153651,0.04515505278652918,0.08262827794234803
154,0.019152073522065927,0.033031313417501054,0.07476080361554616
155,0.017054970109167084,0.039032465517033585,0.07637386188135428
156,0.014169823773084424,0.054921430416491834,0.08304223007812718
157,0.013390137998743994,0.04969850154106267,0.08314916537720306
158,0.01332233824333173,0.039184428139611385,0.0757237078881809
159,0.013434098512115756,0.0587505157116454,0.08323962121904133
160,0.011881628644824102,0.0414380106457704,0.07481392781491446
161,0.011423791628303917,0.034090677005520396,0.07515534720260421
162,0.01634520341319404,0.04382273233441506,0.07681403985319564
163,0.011895718852638779,0.04495241201000808,0.0765339305096279
164,0.01151982112845582,0.028807225928853028,0.07750126584171506
165,0.011884696621202229,0.037302877498130035,0.08446041720165776
166,0.012497485637659775,0.03514289714634245,0.07817948772603615
167,0.011579409363400808,0.03652366653367671,0.08095813835211826
168,0.00966883996315455,0.03702742698247718,0.08515334960699177
169,0.011440788984729616,0.03476151813168165,0.07988738545311103
170,0.016430325086219284,0.03317602185483719,0.07890841846246327
171,0.01295941497906224,0.0416646124118246,0.0829554202537216
172,0.012181775479741197,0.045120449996618336,0.077866378952825
173,0.012144687692101915,0.036235173064998766,0.07605832009006838
174,0.014937027265622,0.059006871311752085,0.08223919503608434
175,0.015002852537056082,0.04747798869678707,0.06493242550295426
176,0.015026585887970826,0.030968084021709686,0.0650108649724406
177,0.01453711833321423,0.03104133053336206,0.06787049067447104
178,0.01267254526497546,0.033759353000150864,0.06807713826850016
179,0.010852586383395403,0.02726450139591687,0.06896781304149308
180,0.014599570356985897,0.02849722901077638,0.06963926732583997
181,0.012419417693942267,0.02071977002806095,0.061532592697472285
182,0.017042801665624056,0.023491183734433943,0.06836516484052982
183,0.016340083714457193,0.023080529379766693,0.06389558506674856
184,0.012558247879762233,0.028933962141055355,0.06282947303063365
185,0.012594660161801337,0.03733767499757368,0.07126637195128158
186,0.016048565519290976,0.025406957972188327,0.060279789326950384
187,0.013698870890067619,0.030563554650735715,0.06271084061329442
188,0.014882954766857632,0.03922802795721001,0.07088177703806887
189,0.013108974543537568,0.033568573950486645,0.0712661540099467
190,0.013467673560570475,0.03228191382165045,0.06834427995925291
191,0.013240126769607084,0.023887762410003087,0.06626648530735216
192,0.013264258837738194,0.03593031017835317,0.06754272508601981
193,0.012382173609949192,0.033711339577187804,0.0657583822601684
194,0.013297050887742736,0.03347367712913817,0.06978248397362473
195,0.01452870251341363,0.0332536299111928,0.06831384305131497
196,0.011814963258793238,0.03477573680128296,0.0735039316258432
197,0.012950669414600107,0.03865372920733725,0.07235144193387975
198,0.00978120139206931,0.03227955571018419,0.07362351075280457
199,0.010439373791807796,0.038700642903487,0.07643026701158648
200,0.01133822511271423,0.039510995272796084,0.07574172169143044
201,0.010871458868679526,0.040219818929556846,0.07769539776917014
202,0.009281468292333912,0.03789686862390142,0.07626311541560268
203,0.01134267736459537,0.041462204827883736,0.0780873453217572
204,0.009097368645043133,0.04761438044789789,0.07981588273501931
205,0.013540087928601648,0.03800377129918224,0.07609542567174092
206,0.01138171519575236,0.04619967548696454,0.08024233072009984
207,0.009007797237666352,0.04529537286861193,0.07972552731592694
208,0.011782742630717172,0.040328612218091135,0.07874363800266124
209,0.010904171075172851,0.04363827944224224,0.08225210291994449
210,0.012215144930146388,0.04814272375945219,0.07864833396338129
211,0.012543762055037244,0.04348005208140781,0.08093950164768393
212,0.01031106763950257,0.04516663541475874,0.07963620957241907
213,0.010852613140771761,0.04222841799322808,0.08712074832285947
214,0.01169334967550397,0.04367871726267473,0.07908456326412557
215,0.01206289708481524,0.0493106591714232,0.07974121765247495
216,0.010432271482994407,0.05080902844878607,0.0752694857958873
217,0.010917566936759658,0.03784393674631733,0.0761443436732077
218,0.013666145138444061,0.04684232837496174,0.07557855239057866
219,0.010337407741791014,0.044300101447016606,0.07071310090996911
220,0.009639658019657882,0.03862374113618158,0.07549004474459925
221,0.011268804665399286,0.038648402291961925,0.07626559142702626
222,0.009467310609843677,0.03842272333730402,0.07238097723347364
223,0.0144722568038017,0.030712225179317907,0.07504565392568559
224,0.010491230133357171,0.02962766179671446,0.08352101614185865
225,0.01291792855615794,0.027157713816133,0.07922947359304247
226,0.012336994431836447,0.031894831072138405,0.07121910264730737
227,0.012913011479736685,0.02602035528032629,0.07139177030579616
228,0.01204366643973325,0.02562597764488093,0.07268115439946995
229,0.012003347408536136,0.024429873442872927,0.07456707079017297
230,0.013445062224678294,0.03428033489712276,0.06586544819720734
231,0.012334079040615212,0.028519122433567117,0.06799038564865402
232,0.010482610958191267,0.025364198470163312,0.06009261140256506
233,0.011547235680889233,0.029571530566182593,0.0687577008341854
234,0.01431912379408839,0.02645967618648916,0.06542974790386127
235,0.012504400852137085,0.01880473821954585,0.06587841638981405
236,0.014805957961481552,0.01910089841383228,0.06318450173822002
237,0.010163441606103033,0.018686162941374405,0.06879049478321457
238,0.011532251401230998,0.019006126365342806,0.06616530102303089
239,0.013828416793973218,0.019175867100657766,0.06903723951705826
240,0.01190120347730729,0.018894737701440706,0.07103032169052048
241,0.013013658332321824,0.01812275968557007,0.06936924310293102
242,0.013686781209525939,0.017796671705667014,0.06564834199312643
243,0.011154293178508882,0.019662584974105623,0.06748172050228923
244,0.010675579348461669,0.018932068218249654,0.06945307869869081
245,0.009916274071629368,0.019281637121186874,0.07246800271652477
246,0.01165816161949898,0.01864657226982418,0.06796684920917724
247,0.011603410250528919,0.0196838746738057,0.06680152655344632
248,0.010824763184030282,0.0195051594691481,0.06791939750449577
249,0.012357446333589603,0.023456331741790352,0.0717695134956781
250,0.011555770236776682,0.020111573969696237,0.06777690024160699
251,0.0140771789875524,0.020733098148877277,0.06614469316112302
252,0.013011351749602131,0.020309316763264494,0.06702509861826673
253,0.013444250004534388,0.023120923101804546,0.06855592818055943
254,0.011809911554375012,0.020724762929603457,0.06800087156378246
255,0.011336485838485113,0.02096562687616232,0.06905509790564227
256,0.011247700661579903,0.022095966354543126,0.07138300629174911
257,0.010125267403483101,0.020407532917086555,0.06838625389926534
258,0.011128317120590805,0.020521543535598836,0.06703903670009374
259,0.010180642897557393,0.022541455099451203,0.07273404571895009
260,0.010155059352478901,0.021769629990367956,0.07149448311188346
261,0.010938578267491216,0.022309892101559873,0.07005745138681116
262,0.01049409787798807,0.021913126181421237,0.07155626706046768
263,0.011894036001952676,0.021059829445263415,0.06959143195017005
264,0.01179674167272561,0.021303134018739383,0.0689138536833301
265,0.010959612399843176,0.02103921970309213,0.07274293576930717
266,0.009926851046894048,0.02148123149121137,0.070559710851091
267,0.010812292578413922,0.020178074349492224,0.07084241265269077
268,0.009895908910198875,0.021134015324330607,0.07091686298882595
269,0.011436628433784035,0.0210870424756607,0.07293794820710689
270,0.011885893188799602,0.020441037107280693,0.07045019491161456
271,0.011659198073965843,0.021846365919986437,0.07100897034275028
272,0.011241026301860538,0.020681007340182224,0.0726627876591511
273,0.012834311037047907,0.021855360671314737,0.0708467832978636
274,0.011685438962864874,0.021591556897430225,0.07039954650462132
275,0.009703261418859622,0.020741075845868436,0.06948802649698126
276,0.00992063567666225,0.021170586515434606,0.06714088112112486
277,0.012052281406572147,0.021102955846419167,0.07207297196289511
278,0.01099259278536805,0.020079576545719836,0.06838849458414926
279,0.011548022105181216,0.021143832206076314,0.07079494223871734
280,0.01077421728728546,0.022684994343191732,0.07124276542023796
281,0.010232388154274566,0.021086949833430523,0.06903210427368268
282,0.010127089473138569,0.02243036063940286,0.07213992707961091
283,0.010398933975949612,0.021581021641099523,0.06927154847877134
284,0.011313994024085016,0.021745479801063273,0.07137612934967509
285,0.009975418423977797,0.021690751610020566,0.0704681276633114
286,0.00965090999161596,0.0217450559572425,0.07021319908001358
287,0.010773197816158559,0.021893650206715562,0.0728152699875679
288,0.010560556619920789,0.021707348785428113,0.07194178794829961
289,0.009718278524501382,0.02326732122360967,0.07230053864692783
290,0.013398345165799495,0.02200561047390883,0.07334920804225502
291,0.013207817794585209,0.02175402116885972,0.07243523825524355
292,0.010968185816451315,0.02425012005720461,0.07479390983420856
293,0.010295054882071344,0.022308560532279486,0.07042637049816076
294,0.0124294362372278,0.02201608855407252,0.07179304399313338
295,0.010988742899049555,0.02269142093191053,0.07245641080380005
296,0.010962638936807118,0.023037805649733473,0.07273760746225573
297,0.009862107367820073,0.023021651637675458,0.07586604828017922
298,0.0109961683218345,0.023689472278969927,0.0733757917468092
299,0.011990183837482842,0.021732448410719286,0.07253881105992849