File size: 18,875 Bytes
b60fce7 |
1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60 61 62 63 64 65 66 67 68 69 70 71 72 73 74 75 76 77 78 79 80 81 82 83 84 85 86 87 88 89 90 91 92 93 94 95 96 97 98 99 100 101 102 103 104 105 106 107 108 109 110 111 112 113 114 115 116 117 118 119 120 121 122 123 124 125 126 127 128 129 130 131 132 133 134 135 136 137 138 139 140 141 142 143 144 145 146 147 148 149 150 151 152 153 154 155 156 157 158 159 160 161 162 163 164 165 166 167 168 169 170 171 172 173 174 175 176 177 178 179 180 181 182 183 184 185 186 187 188 189 190 191 192 193 194 195 196 197 198 199 200 201 202 203 204 205 206 207 208 209 210 211 212 213 214 215 216 217 218 219 220 221 222 223 224 225 226 227 228 229 230 231 232 233 234 235 236 237 238 239 240 241 242 243 244 245 246 247 248 249 250 251 252 253 254 255 256 257 258 259 260 261 262 263 264 265 266 267 268 269 270 271 272 273 274 275 276 277 278 279 280 281 282 283 284 285 286 287 288 289 290 291 292 293 294 295 296 297 298 299 300 301 302 |
,train_mae,val_mae,test_mae 0,0.2750766531841175,0.4961725806737963,0.5058932101951455 1,0.14939610968167719,0.4521305470670004,0.48348350120040606 2,0.14168212640325764,0.31175747796257525,0.3316110590437673 3,0.12805558024226008,0.11670384028158481,0.19940007042210056 4,0.13239879140982758,0.1299909351137577,0.1607045525298366 5,0.13129545322342498,0.27764075503671337,0.348179336204545 6,0.10986489091773291,0.11740074246698082,0.1737336257718644 7,0.08269275865844779,0.13693813442901412,0.19564292962961602 8,0.08991000338180645,0.12729155805438616,0.1777848150089102 9,0.09317764659991136,0.15372619908567853,0.19053736817583722 10,0.08340891231153462,0.1539012511477086,0.20515144742884725 11,0.08169718240765302,0.33116773858454557,0.5027133406333204 12,0.10117794497794397,0.1742591811299889,0.19212840075762766 13,0.10617116591012156,0.4207748822267587,0.3799830388348058 14,0.1604074883299905,0.18750786269304312,0.18354164724642374 15,0.15748154764642586,0.18165979643851096,0.2729312130865061 16,0.16292295029034487,0.15984857435475028,0.15954556273964215 17,0.13690206386350295,0.19102765259584545,0.18064794028705022 18,0.16173307815113583,0.16283232598649383,0.17535599152434547 19,0.13700265876344733,0.4807479712070447,0.5138772180620229 20,0.14573884211681984,0.19413412330557384,0.24497977841012883 21,0.13539666158927455,0.12077874948063168,0.2112112635711454 22,0.14509785209555884,0.12271057598963733,0.17737704543572552 23,0.1247728584585963,0.12087928380163925,0.1828270155303883 24,0.1335423688228066,0.16749922807606477,0.24515004039364252 25,0.14000939388532896,0.15296407951421648,0.1717625860616846 26,0.13701729250920786,0.1653956013126961,0.18068227537398068 27,0.14517368787043802,0.21449423563706366,0.2569381021103769 28,0.15507536232471467,0.14003422828082224,0.15666570191113455 29,0.15160775778664126,0.1431453102996564,0.1626580091158174 30,0.14025404698945382,0.17901214247489994,0.16743915127414577 31,0.13479031421042778,0.15381013888035905,0.16062564838607357 32,0.13550610918853734,0.16434145927146712,0.1933835947288657 33,0.12206970302237047,0.17424611683705407,0.19921744080646983 34,0.14167904781328666,0.142457742191039,0.18540428382045818 35,0.14858585596084595,0.1575855273417952,0.1740170143685251 36,0.13206852392570392,0.30938112778121263,0.38042154964411035 37,0.1544256632795205,0.18197896645814887,0.1764534112979781 38,0.14769952482468374,0.14975995891749577,0.2146604741519352 39,0.16993181749775604,0.21649573051251506,0.19844806278651617 40,0.1784520415035454,0.19125833016295005,0.19512636731115152 41,0.1630567028715804,0.16379456857651895,0.1920890282347517 42,0.15586228612306954,0.1764852278181727,0.20134567764570127 43,0.16225580267004064,0.18606510793710773,0.1836184760871923 44,0.1751479242299054,0.2324717454435701,0.23766314480805173 45,0.1575742842377843,0.15502128951357438,0.19003695685346172 46,0.15270605594725223,0.17138570268148495,0.18242787197232246 47,0.1485814863765562,0.21103095054908952,0.19775543179152147 48,0.13211226636493528,0.19334568860124074,0.1810514232460058 49,0.14508684243302086,0.2166158518096282,0.17043798037295071 50,0.1455015775319692,0.19476445866704553,0.1697180189614026 51,0.15146772829261987,0.17346628582308077,0.15783253944707368 52,0.14963562814770517,0.1423179386492589,0.15254431674784086 53,0.1389883196031725,0.19729980939372455,0.16474500642913692 54,0.13696263005604614,0.18510864491428808,0.16878235403378056 55,0.16137715243809933,0.1626133362263865,0.17695969427531621 56,0.15132856900627548,0.16729973987521718,0.17502714974700279 57,0.14676849008411974,0.18555885645168088,0.16053216243689916 58,0.13944373573805835,0.17451233603943014,0.16943419359202655 59,0.12191244750409513,0.1858451066282688,0.17756333764431612 60,0.11820051738539257,0.1767421307227623,0.15636007290966106 61,0.14257762645547453,0.29301711556753274,0.20306817688188464 62,0.14402642958873027,0.23734779825425262,0.1625317008287277 63,0.1316296184385145,0.23515141900116798,0.16322283995039058 64,0.13806557713730916,0.22507048444160352,0.16147888739997485 65,0.11731922559037401,0.23414945394083223,0.17451616568174563 66,0.1330046972310221,0.2201068575772064,0.16144781320724846 67,0.1456888143275235,0.23085871402403754,0.17734458336149747 68,0.12474702592637088,0.21861302690200896,0.16779243306450123 69,0.1143986300842182,0.22453442057020856,0.17270600145577258 70,0.1154464117175824,0.2178822745220356,0.16886696247559674 71,0.1292700450565364,0.2384135812097251,0.18238936231102584 72,0.1034749110103459,0.2138677560040171,0.1647903893916112 73,0.10508567038420084,0.2300188398050471,0.17604639412800097 74,0.11029206087460389,0.20341845478209275,0.17520939853956113 75,0.09698040900198189,0.18712901737170196,0.14982476183828317 76,0.10822887802244843,0.21795001068103934,0.17965010666059997 77,0.1026759217719774,0.19385686573259073,0.1749268612771664 78,0.10558783911369943,0.2037156354194569,0.1803791362721965 79,0.11371069508227143,0.19410208079487226,0.14939154754832107 80,0.10198853414606404,0.22281009283675968,0.1823871557442647 81,0.11013360602428784,0.20387878710342244,0.17070678459866992 82,0.10890296915092984,0.19318278232739436,0.1524343953098891 83,0.08993119957882005,0.20448815854381047,0.1601743778249003 84,0.11481780383635212,0.20253678986811524,0.16586687521270985 85,0.10324973500006505,0.19476945507582896,0.16157514601945877 86,0.09533545989039782,0.20266691867209158,0.17666383031404242 87,0.09730786318714554,0.23288522088697172,0.1835492171768872 88,0.1683541318049302,0.20707434105082145,0.18603481605367841 89,0.1781245750148554,0.20454312776219788,0.1699403293852536 90,0.15258890849512977,0.16922651464340246,0.15816993392863363 91,0.1655919037960671,0.1595260086359006,0.1576543039870712 92,0.14297301769256593,0.17582231223300734,0.15701088365518823 93,0.14299855761834093,0.16514807466364584,0.15531906738596143 94,0.129677319687766,0.1451365741508267,0.14877580064085294 95,0.1437247614602785,0.17229565752061057,0.1883619804427309 96,0.14740131380590232,0.1567960806650008,0.16360731057400973 97,0.13473056192333635,0.164708693869306,0.1739703726093724 98,0.12688324757524438,0.1607988510651611,0.16843394949188772 99,0.13243403064238057,0.1616255381096031,0.17989278387910915 100,0.12420488169064393,0.14343733704203113,0.1650426893864038 101,0.12373162334835207,0.15129018027635546,0.1832054095729342 102,0.1292146057695956,0.15966909255179185,0.18003468749658116 103,0.1262566963663778,0.14924413834420425,0.1681602919157946 104,0.11719521151201145,0.1714751791050084,0.18716061846265253 105,0.1192184837686049,0.1690543912598307,0.19528131721154698 106,0.11803582801005325,0.1675407845544589,0.1905049871442453 107,0.11901467716371691,0.14568853353578332,0.16671872771573518 108,0.12720442881455293,0.15709291751633322,0.16353157865551282 109,0.10819504985938201,0.17830643538050178,0.17659363558269897 110,0.11406778250191663,0.17492849616360326,0.18558916252739024 111,0.10869839735127784,0.16024862688864577,0.17519093698488092 112,0.12321777057808798,0.1669117302691202,0.16752375831019203 113,0.11082928817014437,0.15209017093712685,0.17004849396224292 114,0.10842231711423075,0.17167917628423862,0.18289405965017821 115,0.11652014311906454,0.1529331793434812,0.16404958406709275 116,0.11101978282267982,0.16249791013686013,0.16973877796586953 117,0.10852726336971329,0.15923732801636248,0.1728801339302423 118,0.11313007222236814,0.1742966445560139,0.19256094365187412 119,0.11219985668320914,0.15000642631291214,0.1730800504392048 120,0.10999043273764687,0.15587614395465896,0.19079683144699852 121,0.10636388773249614,0.14776452288243444,0.18605848472073394 122,0.09997054317311661,0.1612618283072919,0.18783336006245524 123,0.0976478192854572,0.13875893623484253,0.1888479526453423 124,0.09258013178367873,0.16063189167547,0.1834222691239051 125,0.1029436963635522,0.16026297451760532,0.1966867373799378 126,0.11644888137643401,0.16778066542476275,0.18582181520057175 127,0.09704867565148585,0.15443998416311933,0.18713954112158632 128,0.10064437731697752,0.16759466542310625,0.19160882383584976 129,0.10671172540735555,0.14611300575365951,0.17656817933860816 130,0.10828488308030206,0.1434566238409535,0.1741723301556875 131,0.11010168440438606,0.18728805976032645,0.1814427305504961 132,0.10895945119696694,0.14069924584779694,0.1686766656502238 133,0.09721057741223155,0.18335951539859952,0.20879219388062098 134,0.09415768249010717,0.1940746995580705,0.22663935885395645 135,0.11626665759328249,0.17270599051391908,0.1864774721973347 136,0.10110362101648306,0.16583808815168544,0.17916419518724927 137,0.09858482599862524,0.17968472672440994,0.19146926546434187 138,0.11552060214248863,0.17482416338830198,0.17276428935100446 139,0.10147887528748126,0.17197515367049176,0.18190342820477937 140,0.09950280421086259,0.162084303125386,0.16842301189899445 141,0.10090237809596835,0.17275791399851795,0.18936318679238265 142,0.10606046821418647,0.15820260187037183,0.1727949560813184 143,0.08813184091972338,0.14775694338207562,0.17306507350701206 144,0.09178465049009066,0.1436029561746742,0.18682152974718022 145,0.0847917243032842,0.18092565492713622,0.18865934393878253 146,0.09193742528960512,0.15775942604688672,0.18709493899401627 147,0.10895342084805708,0.149429934531874,0.17870332638047776 148,0.09204714882212717,0.14199807713805782,0.17960604645733563 149,0.09054808464606066,0.15912916756707346,0.2067769654095173 150,0.09103166611009353,0.15136607475049124,0.20171178167439857 151,0.08681646062917,0.14242018031847986,0.17613409811033393 152,0.086624388598107,0.16343825024451125,0.2062940589802445 153,0.09818826309732488,0.1605396821953674,0.19136469572220208 154,0.08169347422348486,0.15349443373380678,0.18723084875997506 155,0.1079072328234041,0.17934806560170594,0.20438916833614404 156,0.10670933171704008,0.16682873856964833,0.1810648411793529 157,0.1194725657183979,0.16640737578625928,0.21550385597741828 158,0.09716452774969307,0.155827590145206,0.1858656478799739 159,0.1041489807133739,0.16090680927179435,0.17786057145809228 160,0.09104922016126078,0.1673784466433864,0.1857498160229539 161,0.08206273667715691,0.17045899936090714,0.19076208910852108 162,0.09365747962650416,0.16586233777881235,0.19445379696926982 163,0.09612483734617362,0.1969572262953243,0.22124267306249096 164,0.09447802997924186,0.15673586697940012,0.1828459918077262 165,0.09225222275063798,0.15632899246792092,0.1801622706764149 166,0.09522424569806537,0.1641763784874107,0.1861872245680611 167,0.08889863889765096,0.17150983655763463,0.19441049897445822 168,0.0850275042089256,0.162270253797843,0.19046095821936176 169,0.08830149864425531,0.16431036386727157,0.1882498061881875 170,0.08981592740762878,0.15369073213276704,0.1842742679675795 171,0.08089950769334225,0.1688675474357831,0.19050072857512618 172,0.08624934435293481,0.1669726202273256,0.1888436755200602 173,0.09269762369426521,0.16077234486550515,0.17849637434448837 174,0.09376518132819517,0.1737176154462082,0.18106681010070838 175,0.08369818507517512,0.1730997988256798,0.17250487489520377 176,0.08646684482290938,0.17349969613326105,0.1774422567126886 177,0.07439786352821298,0.17584238572143265,0.18732726180328513 178,0.09090710340722187,0.18027174949504754,0.19446136788377222 179,0.081387617650467,0.18550638441367173,0.18770714329098756 180,0.08004660068734272,0.17308406637743187,0.1793046271744764 181,0.0817640604400957,0.1549512469584908,0.17255716222637105 182,0.08280164760512275,0.16385539511651223,0.18271925918898493 183,0.07893972973767165,0.17143034606607038,0.18357038947771182 184,0.07951000013162156,0.16512903691185593,0.17625824123058678 185,0.07347467981681631,0.16973242580325681,0.17408905332943178 186,0.08665703308542033,0.17843984289898127,0.1919346589524791 187,0.07661162843373982,0.1704684063721607,0.17955558030110486 188,0.08083790091646684,0.16856942894334476,0.16992874021800058 189,0.07508804010781082,0.17282580248834964,0.18328845360369053 190,0.0793970007348705,0.16872691543181362,0.17577749167410833 191,0.07552172839641572,0.17901129667510354,0.1936717358119083 192,0.07651306144087701,0.16758918345539492,0.18611511672442815 193,0.08254720945213292,0.1829441304879166,0.19798219611622253 194,0.08341052948522407,0.18341519079784646,0.1888342544717609 195,0.08181320892244175,0.1753495171736767,0.18865648741429708 196,0.08059465668692782,0.17076405586224597,0.1763021875664873 197,0.07412666311940631,0.16339710983337385,0.1819112515955601 198,0.0825236469406534,0.1658415299315023,0.1857312335720602 199,0.07513569861247733,0.1642602942001198,0.177282008781748 200,0.0799905130488647,0.17907076862186053,0.1842685634235166 201,0.06937473903636675,0.17513158882116253,0.18241334017717614 202,0.07487845193292643,0.16936364501573464,0.19186825122473375 203,0.08056279714848544,0.166692999019442,0.1770314765426348 204,0.0759747907620024,0.1676730679533493,0.18476852718389258 205,0.07580205163842924,0.17043882015192113,0.17929653401644724 206,0.07098498965135297,0.16698319489639518,0.18350308964837272 207,0.07554190609906171,0.17934122582747472,0.18473857613104694 208,0.07116880072532474,0.16626061040078294,0.17343014042894794 209,0.07049119669843365,0.17942771612185437,0.1917430653043513 210,0.06814847560347738,0.17787206208253925,0.18247232909472483 211,0.08080183423652842,0.17654599983827762,0.1819450672505037 212,0.06826339369085994,0.17183821298782295,0.1681374859697414 213,0.06980580958361561,0.17830122223397568,0.1887371894323601 214,0.07213837956455914,0.17918822946141683,0.1955331211101334 215,0.07455671905867152,0.18357719000764366,0.18639032598936334 216,0.057305157204737535,0.18392888700227603,0.19077694739373224 217,0.06929114430740073,0.1760445178543787,0.19895101198047963 218,0.06626000679223924,0.18635754562667195,0.20260582358207344 219,0.06833743647345014,0.18170464575573167,0.20899650679444368 220,0.08054148307120478,0.1722973046285846,0.19252830743789673 221,0.08586109612841863,0.18453261171472016,0.21653587328937818 222,0.07107607207286197,0.18045878608079882,0.19389635999247712 223,0.070185615686146,0.1781940211616986,0.19804616497372682 224,0.06930496321135277,0.1755441573417582,0.19133217267270358 225,0.07460892936466514,0.17839416797974664,0.195557805445959 226,0.06444035192599168,0.17121496888416074,0.1769831413930317 227,0.06106265475218361,0.16496366092944031,0.1879016619245961 228,0.0702119282371289,0.1748617646677234,0.19231246116588702 229,0.0697166900981117,0.17292240156099128,0.18455567239028103 230,0.07127524946589728,0.16286040609481775,0.17360799647164796 231,0.06454527903650258,0.16065053945469066,0.18262446432743432 232,0.06495978143569585,0.17506731912423085,0.18636107051147605 233,0.06894831062370055,0.1756455802239513,0.18594877506202123 234,0.07535431830061448,0.16104159790192735,0.18759270518455864 235,0.06116247643288728,0.16157367161664918,0.19324105556281107 236,0.0748681744208207,0.16777524860549312,0.1827010062505614 237,0.06839739549401644,0.16355135726137748,0.18828582805844973 238,0.057275882363319396,0.17171839783541964,0.17751454576006476 239,0.055214281158672794,0.17247017462389164,0.19147575379542583 240,0.05118613463599939,0.17531156426922406,0.18691528166802424 241,0.0677476573433425,0.17041812349834715,0.184237132938403 242,0.07643640715930913,0.184243486320238,0.19244811276219925 243,0.06642526870442403,0.18040439281700912,0.19583550236135158 244,0.06557036803884281,0.18423376221792392,0.19075904716298264 245,0.06289598822996423,0.17794622318439574,0.18139519683032665 246,0.06727669913623784,0.17744303017995933,0.1878114015145122 247,0.061508774717111844,0.173652331975964,0.1896890933221241 248,0.07004051391740103,0.17104369204191236,0.192773201133845 249,0.07330957207879102,0.17416337309007962,0.1994587537252678 250,0.05872607423445663,0.1742531958773238,0.1857759785258545 251,0.055154670427578524,0.17543426954068278,0.19912711172452513 252,0.07531479101225332,0.17873246000276358,0.19462134014323074 253,0.05887891993027281,0.16852876007274428,0.19622696858813177 254,0.056274180627755216,0.17147529633689265,0.1846630556403466 255,0.05985553966885483,0.17779127681424833,0.19503994468810423 256,0.05601022962505954,0.1714634750550392,0.1954021136153419 257,0.056732561821873126,0.17646974367553023,0.19820253818102604 258,0.05555966293779076,0.17908573941596875,0.20071290110079748 259,0.0644791151245905,0.1813958205317999,0.20311416657465808 260,0.06429644343820778,0.17687706020771043,0.20242275719372732 261,0.0570306031184422,0.17598039646284275,0.19800300361975184 262,0.06210759760358849,0.17552369119714223,0.20881544390939316 263,0.0671612190133011,0.1768555080438677,0.1843122941143108 264,0.06326965353376157,0.17354164530315672,0.19748356671265835 265,0.06510466384525235,0.17145271797033282,0.18888277462068595 266,0.06117981993467421,0.16950017891788935,0.19159750232719025 267,0.05337458690880118,0.1671602344625934,0.18776094899424967 268,0.05556702389306313,0.16780551265201296,0.19002246308439183 269,0.05538244991613602,0.1714521758788005,0.21127683528751698 270,0.06499207645050577,0.1750317840214589,0.18990572724702223 271,0.06373873605720094,0.17318265669718738,0.19304535945631424 272,0.06440654186582243,0.17622287945724777,0.19297873355307668 273,0.06285506039857865,0.16126903481958035,0.18689651590473247 274,0.061106566928729816,0.16433369993316055,0.1779419956904537 275,0.06023710861399367,0.17649735065433086,0.19325650891043106 276,0.07037456653810836,0.16639763060339255,0.19064701685927948 277,0.06134304864382421,0.17345945551214625,0.19930192617312917 278,0.05736557383379723,0.16319972940530822,0.18509857068365476 279,0.05516872094893778,0.17058853882748934,0.19398071757465038 280,0.06381853067794362,0.16364673041336908,0.1901187516467751 281,0.05737961212022079,0.17164039195148867,0.18830832621117807 282,0.06715036393017382,0.16970285985142133,0.1902026635998825 283,0.06193700628984417,0.17151512742325029,0.1880894791826887 284,0.06405971172089513,0.17499613391138366,0.20617497136008064 285,0.05744753733680055,0.16619045305026087,0.19031955189300034 286,0.06621239646463781,0.17409032667982635,0.19090925810753173 287,0.0641499269653011,0.1745784833532939,0.20214543976592567 288,0.07342496945245845,0.162432639378507,0.18794463539742073 289,0.06287766085887278,0.1706592923657024,0.1852818951010704 290,0.06168702687010975,0.17419877846094103,0.19605447998586692 291,0.058959749904838765,0.176643400395651,0.19155027871986605 292,0.06185215262545122,0.17129218281727832,0.1888873352194732 293,0.06432461582526967,0.1690819085491777,0.18706433109517367 294,0.06098275662878075,0.167758680279786,0.19026780142536703 295,0.057187384568356175,0.17238502529277622,0.18581261921603726 296,0.05761026053412541,0.16868605291673922,0.18669397074658917 297,0.054234143084770925,0.16948546942376413,0.18388944273849703 298,0.059064182442789145,0.17531710291078306,0.19562428964758818 299,0.07207172563349878,0.17358877280312127,0.1833901340669056 |