From a8a249287f7439e0e5c272453a0ae3213699fd05 Mon Sep 17 00:00:00 2001 From: Karolina Oparczyk Date: Mon, 17 May 2021 18:13:50 +0200 Subject: [PATCH] out.tsv denormalized --- dev-0/out.tsv | 2000 ++++++++++++++++++++++++------------------------- main.py | 14 +- 2 files changed, 1007 insertions(+), 1007 deletions(-) diff --git a/dev-0/out.tsv b/dev-0/out.tsv index d5b7bd7..9a7c005 100644 --- a/dev-0/out.tsv +++ b/dev-0/out.tsv @@ -1,1000 +1,1000 @@ -0.1535780640339981 -0.023279483975662374 -0.09755210894890864 -0.026372473577675137 -0.047150502106370173 -0.1567675652805378 -0.08847874198091399 -0.017813390887798097 --0.018675628362401664 -0.02590194296015469 -0.04921106022217103 -0.1641599021967025 -0.010392507273989882 -0.0018495307009623874 -0.07077860788438661 -0.047274684743454864 -0.12472770028422042 -0.1880081659077194 -0.0716262626361086 -0.012781693523849724 --0.0011991348567054194 -0.013726248291813015 --0.018606359593996813 -0.11605452206688904 --0.011751946543433478 -0.13709638927490764 -0.15729627273699287 -0.023307921045649826 -0.01926229702422666 -0.07350455451166615 -0.1510393121693463 -0.1261141119743705 -0.01223192866879097 -0.09822457506640803 -0.07739762086519952 -0.1179344942505981 -0.06406448294640132 -0.04885061597310414 -0.0842007788470126 -0.14197669427835014 -0.14897475711647834 -0.056030284062815516 -0.07711504173674044 -0.13526461662405165 -0.023641737006330765 -0.24306623856615917 -0.18279919785309606 -0.0185725451432448 -0.08479510480488439 -0.10057856363758944 -0.1491969317303472 --0.01563530164840432 -0.1902072148065116 -0.07802587125095573 -0.022797744567083167 --0.014223581738914026 --0.009315659938898713 -0.04891890773372487 -0.1412416217934046 -0.0403144152780861 -0.1237005702142504 --0.022586266264663313 --0.0023958774585308706 -0.145234311416383 -0.16527710012364227 -0.056371154228539555 --0.01519488589067619 -0.17365384226377212 -0.06536519944965669 -0.002672545744901056 -0.04027319203220636 -0.06497038786785336 -0.03688331550872237 -0.03799672130234033 -0.3344300944438513 -0.09612485051530262 -0.12455296881362043 -0.08320173826292732 -0.13280086715050576 -0.03224601873959798 -0.09423281444652232 -0.039654933852658836 -0.08946051118890241 -0.03220649456774005 -0.03485688994465597 -0.03752474903915559 -0.11221755861145166 -0.08102180917058655 -0.08012905132178572 -0.04600325750172629 -0.08102385916480881 -0.0643778886556956 -0.10953503236726991 -0.08966458595691584 -0.005606672870262064 -0.004208204640987145 -0.12770315468554716 -0.11942879576540255 -0.07186027692438024 -0.059178820903107665 -0.011870095349980292 -0.017597237847327918 -0.019278527460321215 -0.03833340129178375 -0.010704179328989927 -0.04923176124735995 -0.05146909603247407 -0.08382533909494028 -0.1254189133306104 -0.038428219892929105 -0.15282791450316646 --0.03178790618694238 -0.1075455802709333 -0.11889779804847056 -0.016410097267439472 -0.08042580264819255 -0.0224430460982179 -0.06745174085608496 -0.11082025533636208 -0.052398046868950554 -0.047795216281650954 -0.060278849302035975 --0.05058911955082257 -0.05939907656238341 -0.13289558347049613 -0.1493140293189411 --0.041492502457529556 -0.08742998130548763 -0.04312341873438408 -0.09194068453050064 -0.023658254110159205 --0.016341159646235615 -0.09050475655800139 -0.0746681175913897 --0.058875222648477 -0.12504550244924895 -0.19999739010844575 -0.11252917143377372 -0.062370134507975794 -0.12452883493180422 -0.02843520692152235 -0.10149293260444525 -0.13871802984887105 -0.034910132887967626 -0.1316214103121628 -0.10271778482116456 -0.18088953244627537 -0.0285692178930379 -0.02056301352748202 -0.11435284815331626 -0.06342315389522091 -0.035075608284623194 -0.09184189954671895 --0.07878397759250877 -0.1489078390760561 --0.0290976255010843 -0.15065955442494483 -0.034422101069259026 -0.11651567450450429 -0.11976742837543652 -0.07175834615243237 -0.1333235524884786 -0.012360979953974338 --0.008238997355352606 -0.004919280282546401 --0.013536831518344505 -0.08201645222420828 -0.07505481330536312 -0.051409093410540674 -0.16271910357160968 -0.12148577336853517 -0.14120359280609818 -0.03920579418360537 -0.04401689173629442 -0.14919358214898282 -0.0729588808875794 -0.15278645038151517 -0.19020459726738825 -0.16338264411764314 -0.14897475711647834 -0.1054685871074813 -0.06599755245421812 -0.03216910789974725 --0.029101456240520074 -0.04193152997649918 -0.009955491252279125 -0.16235233476970523 -0.07485358673510933 -0.020794093038168815 -0.04595622467173788 --0.02469784476498782 -0.07871007756820714 -0.08745685965998784 -0.12462376089918525 -0.0019081092240160746 -0.10854884898031558 -0.08093046466254339 -0.11504248288424812 -0.04210228763859325 -0.07364602028187262 -0.20003217870922652 -0.1902069239688312 --0.013155128306806096 --0.03738662618118049 -0.03693052666200314 -0.042712300514198165 -0.06377364526602791 -0.12883760177460157 -0.13437134406319606 -0.06476741797206043 -0.0501888763601791 -0.012806653052319206 -0.18246732673368615 -0.08352796472808288 -0.06812420697358423 -0.1540753173142878 -0.09957829399034956 -0.12284449106587736 -0.23939446874772197 -0.10575942478785472 --0.0295594709737953 -0.06641367764389661 -0.05257244413203421 --0.02027613787016913 -0.07405021674791967 -0.05292596295426644 --0.00315754055606865 -0.0796001396711018 -0.07756837852729359 -0.10765792276870634 -0.011429888389800746 -0.08798228206051661 -0.050211614066934196 -0.09218084456705933 --0.0026102871734620114 -0.008106824882654129 -0.1425306913326838 -0.0987101774049638 -0.02677868133555783 -0.1215838100141644 -0.07258910423422071 -0.04862607889052473 -0.04288400992296071 -0.09612048857596278 -0.07393330566210943 -0.02815818509752155 -0.02552864247611708 -0.085097945983302 -0.060915946106109065 -0.023548643574674788 -0.10878201875984328 -0.04713849860832586 -0.09840928453283349 -0.14828639098488416 -0.024087637218927482 -0.17161000021714645 -0.06373001961397196 -0.16420169242605043 -0.0658942606491657 -0.04248764482246148 -0.13498055860695268 -0.014276763698308659 -0.04008400873711271 -0.028050083877048326 -0.14554521689670208 -0.05390127025018332 --0.006673371816947715 -0.19020605145579006 -0.004313597925711288 -0.039189808216054334 --0.026353671236828635 -0.04717189048865811 -0.03669931689714845 -0.03313699719083363 -0.13654379768219826 -0.02974973928115021 -0.03524226332791203 -0.29900375091163933 -0.0372917278781324 -0.04788564936572837 -0.24120279134552147 -0.1236258855743474 -0.025512536359267535 -0.028722574694785563 -0.1489738846034372 -0.0587457865967268 -0.155846203249843 -0.014197976439600302 -0.06695003240067965 -0.11204305600322773 -0.05374779835157184 -0.14504134623719367 -0.07589803708495646 --0.0023756687228758677 -0.05373579485352764 -0.07453053682103694 -0.08612275127640034 -0.05917200643472598 -0.05583433975800001 -0.10665051113411295 -0.04589123054187172 -0.02187902463139335 -0.005488952145248915 -0.07269390811295595 -0.027041409401037386 -0.06942138402419906 -0.010707924275119907 -0.10400767747300887 -0.07758765351273444 -0.01610847791849601 -0.008762481278429712 --0.047564765347615 -0.04784025398735203 --0.04361393327043683 -0.13523070149902738 -0.17666903853633453 -0.0038640060812881183 -0.05215624416794318 -0.09392155527128565 -0.05101039039721256 -0.09063996802724539 -0.09674345669628048 -0.04655439440878273 -0.042052845232929736 -0.1146079288062023 -0.15181046992283698 -0.033634603027433596 -0.08821601391543432 -0.11970352732892642 -0.05980999426103606 -0.05659467366007964 -0.12811090468686193 -0.006788489001871234 -0.0694876046186984 --0.005118570129953981 -0.08408806716041994 -0.08250851647483537 -0.05916120678630166 -0.10495605531340624 -0.1260779493010521 -0.2602340418206749 -0.17364566353870536 -0.08890694544304933 -0.13162787222423422 -0.025024181463950135 -0.1292854710638508 -0.028477132392788485 -0.006852349790363199 -0.10818027559915089 -0.07755227241044416 -0.11642378169863621 -0.028266261617756694 -0.09621681514472236 -0.06451525443745754 -0.10226618465236703 -0.12664495751211668 -0.01547350630013411 -0.007799547471386337 -0.10882127349019977 -0.04149250266295279 -0.1880529801079861 -0.08259258599898223 --0.0029284658090747984 -0.09662337667800125 -0.11556029745650298 -0.1558459124121626 -0.3578737921952432 -0.13523099233670777 -0.10824983738642968 -0.015958959089864777 -0.06069979306563866 -0.06146775988066078 --0.04934064378560554 -0.14023555072605742 -0.16271794022088815 -0.08335291990106186 -0.055594247631113425 -0.09387729349095808 -0.15262635274719072 -0.07321781681973738 --0.027595383329924728 -0.07602110825805142 -0.07239598142243209 -0.1013728525861658 --0.008761760579000799 -0.05451617904085937 -0.03663356509443039 --0.03101512718122723 -0.05183729687267602 --0.004432920867777468 -0.09935424430502016 -0.14193809490699227 -0.09573357787339853 -0.04649414210572034 -0.013723197952455468 -0.13090883108172557 -0.04159981052353379 -0.14006216495506163 -0.08848720653905906 -0.06850583541071009 -0.10265100106050029 -0.07274421797922581 -0.1743659068786786 -0.12085716481285269 -0.10658887534308359 -0.05179512540902187 --0.0023129875810170564 -0.03789319433160432 -0.15921049276123767 -0.1620078402720586 -0.08947881766685428 -0.012012786606614534 -0.03756778512426573 -0.4764903674020883 -0.1970780792645156 -0.23987142684139795 -0.22372421541473664 -0.020134810065346787 -0.08799050245543161 -0.09253436338929166 -0.0854007871617195 -0.13070878415810483 -0.1343393270898059 -0.1558447490614412 -0.11645655817317702 -0.09630776334188529 -0.10170380337947715 --0.052347193006228476 -0.10954031463270841 -0.08510204860210735 -0.07870828099224236 -0.14805214810690426 -0.11067961622335654 -0.05570897747428227 -0.007560956720093159 -0.1489738846034372 -0.0395698848024334 -0.0839787362191391 -0.05411860293728654 -0.13128399760678 -0.06280400368313999 -0.11425545823782779 -0.04576863905114037 -0.13522982898598623 -0.1214869367192567 -0.22498410397244484 -0.08714642582664589 -0.19101266523034033 -0.12971619615114005 -0.13126387463239253 -0.12239928138632672 -0.057396550227191034 -0.012959941078203752 -0.03478477060424989 -0.049098498084403475 -0.09354881646191071 -0.017394820659935584 -0.1292863195503524 -0.10042896302544857 -0.060689780730421194 -0.1551496463316504 -0.026290515253136415 -0.04921975774931586 -0.04814719778457488 -0.01626194981710738 -0.0786260522798361 -0.026027911122220027 -0.16271794022088815 -0.0831254735915331 -0.07800858548747303 -0.05413060643533074 -0.03428053365895001 -0.15896015226725857 -0.13876144845180627 -0.04582577860702641 -0.10345522234099958 -0.05601584649709268 -0.03768387035488441 -0.02893004459549664 -0.11561979630565533 --0.04886548185087036 -0.089584693825987 -0.04516642660141523 -0.0393432801146657 -0.03470123954602988 -0.048791554287180516 -0.1034899254050966 -0.09354834483097896 -0.06447950326385932 -0.05061444226619627 -0.0874407535431384 -0.09482384885266759 -0.1558459124121626 -0.047149690590176596 -0.036999740977497364 -0.07289886952447044 -0.12630212450866707 -0.08185215647418564 -0.15235541291595767 --0.000514665241161727 -0.12728525959340486 -0.05134149778078834 -0.06740106321227024 -0.048803557785224716 -0.12025858542018064 -0.11746000546252633 -0.13193481602145707 -0.014749593879165968 -0.17779010048402577 -0.06353791854349744 --0.0623210590812141 -0.21176252819947738 -0.14431566603052204 -0.039882483069208385 -0.3932265242982701 -0.09873629649894211 -0.035690409388259736 -0.0936225988360998 -0.07065095534019183 --0.05820567950314992 -0.04612744013881098 -0.09952521679525073 -0.21002555517566202 -0.03095730573438682 -0.05044111083584568 -0.18715724945291223 --0.02582662395951596 -0.18576497353325006 -0.14143778769487692 -0.1364347470088194 -0.11642019000636916 -0.05457491601431552 -0.18889873608251184 -0.02454805291476181 -0.15732612516468447 -0.022876531825791635 -0.14680859807305757 -0.011717803098001855 -0.1295790846374778 -0.0825624092761511 -0.14866544562166295 -0.1360073132008407 -0.05359432645296036 --0.004416964299753134 -0.02475892368979371 -0.01088950578862502 -0.0913003391114674 -0.03817259894581748 -0.13321277643682083 -0.1489738846034372 -0.1035700891266298 -0.11231132565468005 -0.024896289471555644 -0.05535676771849929 -0.031762094078833014 -0.004769911002740268 -0.03610417684085865 --0.028102647758688315 -0.0033956895062149384 -0.10768595865182584 -0.2728308528334821 -0.16726472077502863 -0.0018406836249924563 -0.08006055536693613 -0.08148663415390922 --0.05627345602792133 -0.10990993957179018 -0.04240087732282727 --0.01254298403789944 -0.002285635042336698 -0.14672819985923546 -0.07134942224696683 -0.18404419083186785 -0.1307290186208423 -0.1629996675587867 -0.1106904822095246 -0.09782011927982681 -0.18088953244627537 -0.05953511314868698 -0.12566729092293372 --0.011193949184095553 -0.11037406710918996 --0.04448152826298202 -0.11553079825912393 -0.14437164377527278 -0.02743906918060035 -0.012656582220521462 -0.07169422604340603 -0.12539902127148128 -0.043216140827814 --0.0024222437478853553 -0.04817648704610156 -0.1486314465637224 -0.02791274279552436 -0.0908455565368389 -0.12547898817682268 -0.13481403428274086 -0.2556279888104068 -0.10196407060811219 -0.004559040227708477 -0.05359842907176571 -0.13958933477420443 -0.0872251636688327 -0.12510172167903644 -0.027146753285285485 -0.06854033216326272 -0.02424928373653701 --0.0993321291285339 -0.04910085737766956 -0.11083456922389234 -0.09167795646502097 -0.030761854408849487 --0.005243932413671604 -0.1120043818574572 -0.08377316910572452 -0.08190614008889963 -0.05214013805109352 -0.04311216646147531 -0.10735097897148349 -0.084046375732024 -0.402761486608732 -0.027572407117969377 --0.04117423725863989 -0.11187506913412004 -0.07507167489777322 -0.03484754090790687 -0.0777619635388429 -0.09567499935034496 -0.021007323106466802 -0.13786311605626944 --0.006812918568379511 -0.2642433902852003 -0.17922389651783588 --0.0031160982476724497 -0.052031776884220116 --0.00611644545479173 -0.05939907656238341 --0.00323666402734335 -0.13434148436978544 -0.050903322594348155 -0.07856203546276397 --0.013262025180407977 -0.04024800538948481 -0.04550154904632098 -0.06711022553189683 -0.04186412684838392 -0.09749471007248811 -0.06469683595096276 -0.1151046930210412 -0.10940925909657351 -0.11296122374325834 -0.042585119184162634 -0.05272591603064569 -0.08420932682533244 -0.12278148214812101 -0.04678380013946071 -0.10994451109875525 -0.17897136105178701 -0.17405149941297438 -0.07909725156906344 -0.10094748715299062 -0.0014212524644144908 -0.08911485050138379 -0.048958338750285435 -0.06608424059216522 -0.07824340646408712 -0.03252075030312196 -0.02644126863017504 -0.016399240824456762 -0.1758190935241355 -0.0986173166052069 -0.06351189135369195 -0.01505612668940981 -0.17300090331483997 -0.04969217694319428 -0.06823573901354385 -0.060435885353526064 -0.16003917414407098 -0.060238197723171294 -0.08870466290435519 --0.07909649449285028 -0.07728954434496449 -0.03246889301267408 -0.231386347560934 -0.15142094060647215 -0.09974189073881778 -0.12618002168235531 -0.06018079884675087 -0.07127156416724345 --0.020795695255221736 -0.02161857062700312 -0.021264357919529187 -0.013923244876076324 -0.10498852635489841 -0.09515600513145717 --0.002965549321233385 --0.03066807027106644 -0.1874127469466661 -0.002289737661141933 -0.13934527812507103 --0.009379378091138535 -0.06526240519486004 -0.19001409858674367 -0.07943466427444623 -0.04211429113663745 -0.09991866418429918 -0.11347467637617348 -0.19020605145579006 -0.06567808747968629 --0.032870815918804475 -0.026707282537545063 --0.058990020401317955 -0.0429501465845441 -0.10299251638468832 -0.013170811853235653 -0.07076982879831561 --0.025842730076365505 -0.11896047919032948 -0.25819581876479536 -0.09091739628304141 -0.11622958128129568 --0.006864775858827277 -0.08200562837279701 -0.11461200053372755 --0.007669893358103419 -0.002552465726621711 -0.11038700831941173 -0.02746570005121063 -0.04412204528435726 --0.0072786165296521155 -0.05266912447618999 -0.1591093837871037 -0.2054279995880295 -0.03733962858575124 -0.002333126928428464 -0.16271823105856853 --0.003528206499585962 -0.05491114907306527 -0.04730925627041993 -0.0015211985214517165 -0.0519745878800254 -0.04462257409312942 -0.1810154976250855 -0.12437303633174968 --0.008351176494392987 -0.09181003998134452 -0.10159349124416861 -0.0849766863183895 -0.10837696391121487 -0.03184828418562258 -0.11459791398472896 --0.06270679013714531 -0.08825176508903254 -0.15120807429012895 -0.014476735847516742 -0.13522982898598623 -0.0828500317990235 --0.026711215273092836 --0.08674408424228763 -0.058833507318486244 -0.02393298567368307 -0.024463764440364355 -0.04602054326520888 -0.21625774008756615 -0.051255621511929306 -0.09123278272948909 -0.05715820407275285 -0.06424390509495359 --0.07316258383927599 -0.08077233681091223 --0.051313442958769606 -0.07158086725773238 -0.06630326101328976 -0.07028133040111018 -0.10751250392851963 -0.016159155562310734 --0.052179991638073964 -0.034465823308982846 -0.07785511358886166 -0.03363870564623905 -0.044594464478235785 -0.07368864486726268 --0.12281529659887302 -0.12030254404467389 -0.09803323141211073 -0.007519092181241471 -0.14185728700575584 -0.11783724158177389 -0.051421096908584984 -0.0254911479769796 -0.11490622197470668 -0.013757694705008094 --0.02080902794872419 -0.06837226788938178 -0.3446246272129241 --0.03420794217798573 -0.03847486969235103 -0.1584069891682397 -0.12148577336853517 -0.03443653404745606 --0.024367691758137577 -0.011014868072342754 -0.122878734816945 -0.031595473551938924 -0.04600325750172629 -0.0055677394039572725 -0.05791677854562283 -0.06927145157822812 -0.11586032747165043 -0.145989738962228 --0.013981066322916735 -0.11970352732892642 -0.1487269881130383 -0.011949710116035295 -0.07626766202403823 -0.0549749753451626 -0.02449855491758024 -0.012606422255971528 -0.1586757764989567 -0.11461200053372755 -0.07057209330707093 -0.05850927775778081 -0.004257638016458176 -0.0723614098954668 -0.04557623368622399 -0.13434148436978544 -0.0912216433879921 --0.009106875230114997 -0.1146079288062023 -0.18288242051080583 -0.040807664916969744 -0.09443286137014317 -0.10143553372802472 -0.1448221188308264 -0.006931137049071556 -0.08410007065846414 -0.11780913196688014 -0.030606146205420792 --0.020396781054613178 -0.09224838057945195 -0.03859494971063049 -0.07426874683667495 -0.13032727118678278 -0.07491927378780583 -0.007948274912833009 -0.07364374076762137 -0.06508241482770805 -0.1301616803243233 -0.040921651153617344 -0.04452054849798681 -0.05955750259764103 -0.06683827379155172 -0.0553393525352005 -0.1084276415550296 -0.12479745890404015 -0.11673128973670088 -0.021240761910419792 -0.09780296293616031 -0.0417462197162517 --0.0062048769182782015 -0.03990094847932413 -0.025740692897782025 --0.02304235569215307 -0.08221239652902368 -0.043523084160127845 --0.031305964861600644 -0.04308516223154335 -0.04052273695300879 -0.05765405048014327 -0.028781729840765102 -0.13901591796537183 -0.09644061551786309 -0.07058417157952768 -0.0700065988375862 -0.013078841449850054 -0.1902072148065116 -0.08852531700592337 -0.2555385444590478 -0.12144855341116656 -0.15027058593309695 -0.06587106516927088 -0.05153445569425841 -0.11898448618641788 -0.034983637881237706 -0.0793093019907285 -0.15929838041845623 -0.08975689045524848 -0.10020832221803933 -0.19307074639008348 -0.020258992702431367 -0.005040067786933555 -0.04997219077215642 -2.571736001399927e-05 -0.05085142504588247 -0.07321781681973738 --0.10746046681065058 -0.07565450141939867 --0.03474430880355639 -0.11717559931568577 -0.16271794022088815 -0.09761596973740061 -0.052704190762092984 -0.1558459124121626 --0.005313073430461279 -0.0508908972510852 -0.07679053877287356 --0.03170605870884213 -0.030166768548848255 -0.09045900061996692 -0.18911765991596852 -0.1193260015106059 -0.22995377154404062 -0.1843729857407328 -0.11941679226735846 -0.03901578484107904 --0.032133082524344325 -0.05227829719274768 -0.030530281918884628 -0.049966908506718144 -0.05838509512069601 -0.17613747765323773 -0.1558459124121626 --0.0003144888977248961 -0.05885477946530304 -0.1414697783319191 -0.15495228553052343 -0.1902072148065116 -0.06984112344093074 -0.0282686611690407 -0.028278265115800783 -0.11738092850474491 -0.08233266972263853 -0.05828877613820804 -0.11094064361079525 -0.02481794215048938 -0.07702127469351205 -0.13001077151192442 -0.16047583950220334 -0.12119929996940071 -0.10780955084028332 --0.015081735902551241 --0.02632341827992246 -0.0540105264170514 -0.1714594366953388 -0.07831552928469587 -0.14355010210263053 -0.12757225081585666 --0.027823554255824834 -0.013775593452155621 -0.17633538779482805 -0.05642801861679092 -0.07176362841787065 -0.022433367377045377 --0.013053330066240432 -0.06394968519356037 -0.12598400873029136 -0.13694173772966312 -0.0411975707681006 -0.03979169231245594 -0.038711861405705594 -0.005950848430266165 -0.12113804881295687 -0.07952832241185281 -0.16375738284706576 -0.13308206062610095 -0.04184332081515507 -0.041379143877279145 -0.14335594819878328 -0.14890516432534995 -0.009048764356869188 -0.10826216615837403 -0.1473331069643956 -0.09285909768549327 -0.07829942316784644 -0.09509340906137309 -0.07175162491982634 --0.0009214803210092493 -0.14897475711647834 -0.049099677731036406 -0.020152095828829375 -0.0886303087826723 -0.1549458236184521 -0.15060394586901393 -0.004304750849741246 -0.021468918448934282 -0.02708680477941361 -0.13364621781635322 -0.15099037733832943 -0.13626927161216384 -0.07748959126858523 -0.06638101631405191 -0.010870710774564474 -0.08978071553557576 -0.0896024752947735 --0.05870767900502527 -0.033639925550890126 -0.142727157133816 -0.14744870643362284 -0.0820522033978065 -0.23554948851442403 +77239.20627537694 +12174.610323247007 +49262.64560363753 +13719.09468101208 +24094.603226815947 +78831.88372283656 +44731.8598081694 +9445.11673982198 +-8775.67502276527 +13484.135217153244 +25123.542921941105 +82523.2471619234 +5739.498507266848 +1473.5631555255682 +35893.297847068454 +24156.613826644185 +62832.77713692547 +94431.87764601968 +36316.57424734083 +6932.53866113436 +-48.787990695851136 +7404.202084516829 +-8741.085663262309 +58501.82559410104 +-5318.334506463507 +69009.08198442512 +79095.89379121739 +12188.810374145241 +10168.628019047583 +37254.49929540049 +75971.48053176307 +63525.08181440191 +6658.013580760771 +49598.44155941085 +39198.501979037384 +59440.58970403616 +32540.5995592855 +24943.555086169552 +42595.65891725574 +71446.06228789414 +74940.54496611346 +28528.72234676693 +39057.39609124134 +68094.3863112202 +12355.501374111267 +121925.12622801158 +91830.77944794353 +9824.200417279291 +42892.43558431902 +50773.905752430284 +75051.48785954887 +-7257.487878130697 +95529.97271363156 +39512.21880916474 +11934.053749572979 +-6552.545541326719 +-4101.774790489072 +24977.656576835514 +71079.0038425366 +20681.003269112294 +62319.87973648594 +-10728.452059259625 +-646.3814089173902 +73072.75340577084 +83081.11994674077 +28698.935864021227 +-7037.566269509156 +87264.0461344146 +33190.11234518606 +1884.5357177163423 +20660.418441282247 +32992.96318181258 +18967.683599280514 +19523.662782323645 +167547.66766053715 +48549.944104816364 +62745.52497708136 +42096.78800159276 +66864.11301160505 +16652.049457618254 +47605.15589387092 +20351.69121932519 +45222.10626217842 +16632.313062400994 +17955.787993863956 +19287.983432702345 +56585.837892628384 +41008.24040933239 +40562.4417775337 +23521.726633487022 +41009.26407394728 +32697.0987002216 +55246.31841259623 +45324.01099758592 +3349.6920977653617 +2651.366987476931 +64318.570292227974 +60186.76916545376 +36433.429282189274 +30100.94421796681 +6477.332113012659 +9337.180719063195 +10176.7326873114 +19691.783935052215 +5895.13194793112 +25133.87997886919 +26251.09310381593 +42408.18307705843 +63177.9343716403 +19739.131603534148 +76864.61910715618 +-15323.29095444968 +54252.88550829054 +59921.61545550377 +8744.3820704959 +40710.624552374946 +11756.935069145109 +34232.026796486025 +55888.09450221241 +26714.96470401046 +24416.541250242404 +30650.243398971663 +-24711.67684770325 +30210.928881426156 +66911.40960599224 +75109.96054041325 +-20169.281102167384 +44208.161164895246 +22083.67914501469 +46460.58082030549 +12363.749189908 +-7609.958069347754 +45743.55018723799 +37835.52451926044 +-28849.34242951699 +62991.471648032464 +100418.69675065238 +56741.44175545491 +31694.52666655771 +62733.47372319644 +14749.120576262185 +51230.49589602974 +69818.84820503376 +17982.374857606635 +66275.1512393785 +51842.12585044852 +90877.18802704761 +14816.038954888476 +10818.140804948147 +57652.094725358475 +32220.35189757856 +18065.004996926593 +46411.25253865411 +-38790.77921081925 +74907.1294426286 +-13979.899293966446 +75781.8485020962 +17738.676168934493 +58732.10206382421 +60355.86535927423 +36382.530151217106 +67125.1159351218 +6722.455340017085 +-3564.143329395324 +3006.4426090895454 +-6209.616818685328 +41504.9154181584 +38028.62102403308 +26221.130794553486 +81803.78436848329 +61213.92093157803 +71060.01406772512 +20127.41332558334 +22529.834888518617 +75049.81524609457 +36982.01717121278 +76843.9139980096 +95528.66564547032 +82135.1233401451 +74940.54496611346 +53215.73897212079 +33505.87781801382 +16613.64402973879 +-13981.812173703698 +21488.50949376487 +5521.274556825581 +81620.63836725231 +37928.13853617685 +10933.530358609598 +23498.24078983231 +-11782.868783396667 +39853.87723368424 +44221.58287121493 +62780.87500500816 +1502.814341012427 +54753.86773832059 +40962.62752924104 +57996.463828249296 +21573.777332331538 +37325.14022775309 +100436.06843845226 +95529.82748383586 +-6019.013320003624 +-18119.011783572478 +18991.25848867127 +21878.387261764852 +32395.36976359104 +64885.0564461473 +67648.33065795695 +32891.61016434837 +25611.815410455434 +6945.002201675596 +91665.05960446618 +42259.689186968186 +34567.822752259286 +77487.50970088961 +50274.421104081055 +61892.39661374586 +120091.62796917497 +53360.968767815255 +-14210.521830764683 +33713.66993147977 +26802.049977331284 +-9574.889445468956 +37526.97573307369 +26978.579601212947 +-1026.7178766728803 +40298.329744764684 +39283.76981760406 +54308.98373455351 +6257.514767447003 +44483.95254691897 +25623.16948432359 +46580.50473456107 +-753.4469000682554 +4598.143005153339 +71722.70071697565 +49840.92708716867 +13921.934524910803 +61262.875530572994 +36797.369199358116 +24831.43249398352 +21964.13035503043 +48547.76597040702 +37468.59618237434 +14610.789728447386 +13297.727620449064 +43043.65932676185 +30968.377688085562 +12309.015169013855 +54870.30106772774 +24088.609280067518 +49690.6762314704 +74596.8093383019 +12578.161645271439 +86243.45360843209 +32373.585294236895 +82544.11511294828 +33454.2990551609 +21766.20544209614 +67952.54194038182 +7679.101952750429 +20565.94976287723 +14556.809384004082 +73228.00405736818 +27465.59929942904 +-2782.3482167928414 +95529.39179444876 +2703.9951242039315 +20119.43073268673 +-12609.705732110378 +24105.283515511426 +18875.803892591077 +17096.95954724277 +68733.14537260571 +15405.532310042357 +18148.22419279287 +149857.5230177271 +19171.624315945413 +24461.69901077646 +120994.61385838615 +62282.58596155037 +13289.685031000243 +14892.61767384117 +74940.10927672636 +29884.708537075527 +78371.8015928091 +7639.759535114411 +33981.498679279386 +56498.70001521176 +27388.963106857398 +72976.39624354267 +38449.68481837301 +-636.2901767680646 +27382.969160109027 +37766.823561584795 +43555.39584987051 +30097.541413180417 +28430.877558157303 +53805.9327348193 +23465.785971083642 +11475.29094968627 +3290.908253730046 +36849.703016204556 +14053.12778440802 +35215.5681124838 +5897.001986781125 +52486.23374614698 +39293.39478158394 +8593.768448600982 +4925.545026383877 +-23201.46557633155 +24439.030828584237 +-21228.61757859263 +68077.45079353932 +88769.68439311864 +2479.4914366912217 +26594.220525262426 +47449.72862471649 +26022.03844484809 +45811.06803440498 +48858.84510128766 +23796.936848025656 +21549.088267063464 +57779.469249377114 +76356.55815596864 +17345.439021748967 +44600.666548672125 +60323.95637169941 +30416.120634248357 +28810.55029216077 +64522.180255384505 +3939.8319830844007 +35248.63536634705 +-2005.9579943925205 +42539.3763365557 +41750.62770170904 +30092.14860873973 +52959.80622074941 +63507.023983480365 +130497.868783154 +87259.96208805252 +44945.68320698669 +66278.37799517135 +13045.8250140235 +65108.6999757339 +14770.05606033893 +3971.7208678178636 +54569.820620435996 +39275.72722815529 +58686.21539121399 +14664.757738826806 +48595.86664251711 +32765.69230334442 +51616.619306159475 +63790.15953367547 +8276.695370971967 +4444.704029836767 +54889.90291733125 +21269.281204745475 +94454.25561692286 +41792.60781859177 +-912.3294017615005 +48798.883144159925 +58255.034534904764 +78371.6563630134 +179254.2781326947 +68077.59602333502 +54604.55629891366 +8519.106221523976 +30860.441667326668 +31243.92589640796 +-24088.250474342127 +70576.62225505678 +81803.20344930049 +42172.28055259524 +28310.98755459649 +47427.626504709915 +76763.96924430969 +37111.31682893586 +-13229.754665797913 +38511.14040865798 +36700.933323291465 +51170.53393890189 +-3825.185145124049 +27772.654004053125 +18842.970729903813 +-14937.403757945818 +26434.95419337077 +-1663.5790353246784 +50162.541893711816 +71426.78769180659 +48354.562111081555 +23766.84986049145 +7402.678897558638 +65919.32480065967 +21322.865384926597 +70490.04207031002 +44736.08658527914 +34758.38891233809 +51808.77737956082 +36874.82524792641 +87619.61559986815 +60900.02524929799 +53775.15490256879 +26413.895872995072 +-604.990348580867 +19471.966589486616 +80051.75956032403 +81448.61503985246 +45231.24760194369 +6548.584992012968 +19309.47350180209 +238485.46496223277 +98960.93888073586 +120329.79699325206 +112266.68696734874 +10604.317406130918 +44488.057401119775 +46757.03435844279 +43194.88306920463 +65819.43136934965 +67632.34298229458 +78371.07544383066 +58702.58232377594 +48641.28162477042 +51335.794217541916 +-25589.57082766019 +55248.95611184295 +43045.7079694623 +39852.980113476224 +74479.84015718264 +55817.866361133085 +28368.277901782854 +4325.563738178519 +74940.10927672636 +20309.221976095116 +42484.78193102711 +27574.124376734035 +66106.6642049456 +31911.17923917595 +57603.463071059305 +23404.569910186943 +68077.01510415222 +61214.50185076083 +112895.81231864032 +44066.567736535624 +95932.17438277045 +65323.78254807179 +66096.61579768521 +61670.08116026225 +29210.967355947843 +7021.546577401044 +17919.775201232183 +25067.335018446876 +47263.601500255114 +9236.103696538834 +65109.12366746848 +50699.202686757744 +30855.442007735823 +78023.97589570963 +13678.168791653668 +25127.886032120874 +24592.303213727468 +8670.40464117257 +39811.91920593616 +13547.03741888057 +81803.20344930049 +42058.70523793206 +39503.58716316966 +27580.118323482406 +17667.984482596687 +79926.75203465557 +69840.52928440947 +23433.10254741864 +52210.36527597814 +28521.51294832323 +19367.440661711527 +14996.217768761247 +58284.745285228986 +-23850.978362232116 +45284.1168620066 +23103.855123416695 +20196.066925258317 +17878.063967310023 +24914.06263330359 +52227.69425103499 +47263.36599134934 +32747.83995480815 +25824.321745625108 +44213.54028176616 +47900.28892457956 +78371.6563630134 +24094.197996204683 +19025.82065711331 +36952.050497044314 +63618.9658734029 +41422.8743353846 +76628.67543958346 +293.0019118258916 +64109.89437796672 +26187.376916836656 +34206.720915047146 +24920.05658005196 +60601.1246295672 +59203.653727712524 +66431.65038031459 +7915.209703561526 +89329.48667669827 +32277.659624695447 +-30570.020852204263 +106293.61845640904 +72614.02783234118 +20465.317920609206 +196907.66490834116 +49853.96965674674 +18372.005928027498 +47300.44472880643 +35829.55454912479 +-28515.006059897914 +23583.737233315263 +50247.91700670845 +105426.26097696683 +16008.530618466059 +25737.768695879542 +94006.97251431172 +-12346.524674184295 +93311.73953382841 +71176.9592854368 +68678.69091885397 +58684.42187968044 +27801.984311748456 +94876.58386280229 +12808.07022298631 +79110.8006009852 +11973.396167209054 +73858.8734477813 +6401.284976987226 +65255.31591372454 +41777.53907204606 +74786.0902711774 +68465.2518468398 +27312.326914285757 +-1655.6111230817278 +12913.36854449849 +5987.674715549904 +46140.82433531125 +19611.48728359396 +67069.79991372649 +74940.10927672636 +52267.72400538259 +56632.660465664485 +12981.96214762131 +28192.40196023262 +16410.401678265265 +2931.855059218353 +18578.620705482765 +-13483.05715830101 +2245.6375549284294 +54322.98345278923 +136788.08636239928 +84073.63831901054 +1469.145368139983 +40528.238322479556 +41240.35076475457 +-27550.150267542518 +55433.52832517343 +21722.878091153798 +-5713.339079325086 +1691.3318583908301 +73818.72659970923 +36178.333999022885 +92452.4666918932 +65829.53544831759 +81943.88399548014 +55823.292291326106 +49396.47656238152 +90877.18802704761 +30278.858750796844 +63301.96172236695 +-5039.6985250781145 +55665.290410974005 +-21661.85113812007 +58240.304110693534 +72641.98031918246 +14251.699195332785 +6870.064331817392 +36350.5117747748 +63168.00127191418 +22129.97992236892 +-659.5474155065522 +24606.928806470813 +74769.11284159478 +14488.228114945088 +45913.72865667051 +63207.932746096405 +67869.38801908665 +128197.83621247664 +51465.75865816082 +2826.556737706228 +27314.375556986208 +70253.93431949898 +44105.88547803161 +63019.54472042684 +14105.731253007307 +34775.61486572524 +12658.879833839756 +-49051.4986803334 +25068.513131539294 +55895.24214195064 +46329.38756080822 +15910.931999058992 +-2068.5576507669152 +56479.388080521254 +42382.13199294354 +41449.83105339203 +26586.17793581355 +22078.060322537694 +54155.71134941028 +42518.55772178619 +201668.94833807033 +14318.281494358009 +-20010.35537510183 +56414.81577212284 +38037.04086020306 +17951.119552363296 +39380.436493121204 +48325.31092559476 +11040.006793214197 +69391.94700269814 +-2852.0308871203088 +132499.93693891476 +90045.45272618135 +-1006.0236599752377 +26532.067787135315 +-2504.2470378502503 +30210.928881426156 +-1066.2281820539017 +67633.42022005236 +25968.57413748775 +39779.952408331184 +-6072.392273836724 +20647.84149123924 +23271.19851628038 +34061.49111935268 +21454.85174174051 +49233.983474696935 +32856.36503211326 +58027.52846005693 +55183.513529873984 +56957.18707619605 +21814.879264611613 +26878.686169902925 +42599.92735022976 +61860.93311066423 +23911.490599639703 +55450.791617163435 +89919.34914120985 +87462.61623186876 +40047.21257101183 +50958.12770984587 +1259.702418105376 +45049.500597866 +24997.346454955034 +33549.1655396977 +39620.8450178419 +16789.23666386395 +13753.447490477907 +8738.960905692486 +88345.26435127706 +49794.55704681006 +32264.662947466077 +8068.276862356789 +86938.00107026534 +25363.788556584062 +34623.516276413124 +30728.65935128324 +80465.56160884185 +30629.944033065585 +44844.673421289765 +-38946.834525004786 +39144.53396865802 +16763.341725878803 +116092.7726545524 +76162.04669184187 +50356.11314042866 +63557.99382708412 +30601.281904125048 +36139.45556691302 +-9834.330425694974 +11345.233242594008 +11168.357127116898 +7502.572328868712 +52976.02063531852 +48066.15116239314 +-930.8470535578908 +-14764.100889857025 +94134.55518781772 +1693.3805010912242 +70132.06463175421 +-4133.592449810028 +33138.782034053365 +95433.54012929046 +40215.69960544472 +21579.77127907991 +50444.384960429794 +57213.579648442224 +95529.39179444876 +33346.35298298135 +-15864.041929055013 +13886.281535123127 +-28906.66668739812 +21997.155696992097 +51979.31305669411 +7126.844898913224 +35888.9140104389 +-12354.567263633115 +59952.91528369103 +129480.08210020057 +45949.60183393673 +58589.241412815 +-2877.9258251054007 +41499.51052795619 +57781.50246651685 +-3279.961248368942 +1824.5737605885513 +55671.75260429825 +14264.997320572027 +22582.343312743797 +-3084.577164081784 +26850.32730718547 +80001.27079409023 +103130.47159428253 +19195.54353429488 +1715.0469317107534 +81803.34867909619 +-1211.80991556825 +27969.88228963514 +24173.87711863419 +1309.6104816869147 +26503.510457890683 +22832.282373404174 +90940.08873908645 +62655.6756922592 +-3620.1599824751383 +46395.34346468438 +51280.709852775595 +42983.108313087796 +54668.03692906515 +16453.440708090635 +57774.46834827441 +-30762.63565498351 +44618.5188972084 +76055.7518967759 +7778.958045457485 +68077.01510415222 +41921.163378842386 +-12788.245346618907 +-42765.65846638633 +29928.511879486105 +12500.936396153642 +12765.98077329594 +23530.358279482054 +108538.30251272616 +26144.4946019819 +46107.09005597038 +29091.949203729135 +32630.194009165076 +-35983.73624014246 +40883.66638652902 +-25073.367741461603 +36293.906065148665 +33658.533386986244 +35644.98233579437 +54236.36883670628 +8619.074330039864 +-25506.078824472235 +17760.508869340585 +39426.95097059807 +17347.487664449473 +22818.24583720704 +37346.42481446762 +-60777.81835664724 +60623.075368707905 +49502.8941056375 +4304.658680702929 +71386.43626632418 +59392.02658385879 +26227.124741301912 +13279.004742304764 +57928.42194306978 +7419.904850945792 +-9840.988106195424 +34691.69197056279 +172638.30759877365 +-16531.735926577174 +19762.42618087549 +79650.5300411605 +61213.92093157803 +17745.883276597182 +-11618.006879425999 +6050.274371924354 +61909.49623084148 +16327.199718160702 +23521.726633487022 +3330.250671366064 +29470.74336675676 +35140.69934558821 +58404.85452296864 +73449.97615078856 +-6431.445468348472 +60323.95637169941 +74816.82151424568 +6517.087746442225 +38634.25703170349 +28001.753938606944 +12783.353398093694 +6845.016953519383 +79784.74899475403 +57781.50246651685 +35790.17479288587 +29766.60784834785 +2676.05154351839 +36683.67003130135 +23308.49229121595 +67633.42022005236 +46101.52762579385 +-3997.518146157924 +57779.469249377114 +91872.33668207089 +20927.307476288843 +47705.049325181 +51201.83376708914 +72866.92503817317 +4011.0632854538817 +42545.37028330407 +59377.9900476616 +15833.179107676873 +-9635.13261962109 +46614.22884234933 +19822.388138003334 +37636.09873289364 +65628.92286711998 +37960.93936594084 +4518.971077723163 +37324.00195231173 +33048.90384421601 +65546.23506995084 +20984.22650355882 +22781.335892469713 +30290.03892213205 +33925.69201781135 +28183.70568845237 +54693.34281050403 +62867.611103732444 +58839.769530021586 +11156.574459968124 +49387.90954217165 +21395.974815310285 +-2548.4052891422198 +20474.538623150504 +13403.614998507453 +-10956.200314876636 +41602.760206767976 +22283.25207535984 +-15082.633553640282 +22064.57576032117 +20785.028697484937 +29339.550107259543 +14922.156795986053 +69967.59863600842 +48707.62135884494 +35796.20607823715 +35507.79512954867 +7080.919477982625 +95529.97271363156 +44755.117046907835 +128153.17217562551 +61195.33514586602 +75587.61708569196 +33442.71639227541 +26283.730450927935 +59964.90317718777 +18019.07957599605 +40153.099949070274 +80095.64626195612 +45370.10324882833 +50589.025699577935 +96959.87720988819 +10666.328005959103 +3066.757849405271 +25503.613462076308 +562.8419637229905 +25942.659096661413 +37111.31682893586 +-53110.384101898366 +38328.07528377672 +-16799.570601055882 +59061.635518287694 +81803.20344930049 +49294.53448837099 +26867.837657051132 +78371.6563630134 +-2103.08321750084 +25962.369542329394 +38895.35553623441 +-15282.42041626032 +15613.775874867377 +45720.70195958048 +94985.90347903888 +60135.43885432106 +115377.41582051669 +92616.65042963492 +60180.77521870545 +20032.532160392817 +-15495.654758531338 +26655.167703198553 +15795.296276195038 +25500.975762829705 +29704.597248519553 +88504.24946614426 +78371.6563630134 +392.95996892107314 +29939.134125999073 +71192.9338100438 +77925.42377966687 +95529.97271363156 +35425.16499022877 +14665.955954760473 +14670.75168557512 +59164.16664884437 +41662.81862599955 +29656.500364614185 +55948.21038705061 +12942.839412846872 +39010.573518205245 +65470.878754479454 +80683.61045542524 +61070.870439720245 +54384.699212095475 +-6981.064822938963 +-12594.59891807928 +27520.156366354615 +86168.26971381743 +39656.85954831288 +72231.74348494856 +64253.20344489802 +-13343.691817646131 +7428.842590333909 +88603.07589534739 +28727.331096294547 +36385.16785046371 +11752.101999727609 +-5968.180368577159 +32483.27530140437 +63460.11475947099 +68931.85673530727 +21122.006963051033 +20419.981556224873 +19880.767992939087 +3521.5561636534094 +61040.28467475001 +40262.4677963587 +82322.24912468229 +67004.52697364351 +21444.462249047687 +21212.67549511934 +72134.79273306244 +74905.79380586349 +5068.5004816026285 +54610.71267118407 +74120.78696267094 +46919.190429251066 +39648.81695886412 +48034.893814796655 +36379.17390371528 +89.8588017040314 +74940.54496611346 +25067.92407499303 +10612.949052125949 +44807.544690627416 +77922.19702387406 +75754.0803696921 +2699.577336818291 +11270.504427475335 +14075.795966600186 +67286.23886659597 +75947.0449238948 +68596.06077953402 +39244.42739996804 +33697.360496421825 +5978.28942527877 +45382.000302689754 +45292.99603844515 +-28765.679511159367 +17348.096823836986 +71820.80591477103 +74178.51155762956 +41522.76776669468 +118171.63708967764 diff --git a/main.py b/main.py index 3bb0977..2d3b531 100644 --- a/main.py +++ b/main.py @@ -32,20 +32,20 @@ testA = (testA[['year', 'mileage', 'engineCapacity']] - min_val) / (max_val - mi predicted_dev0 = model.predict(dev0[['year', 'mileage', 'engineCapacity']]) predicted_testA = model.predict(testA[['year', 'mileage', 'engineCapacity']]) +predicted_denormalized = [] +for pred in predicted_dev0: + denorm = pred[0] * (max_val[0] - min_val[0]) + min_val[0] + predicted_denormalized.append(denorm) + with open("dev-0/out.tsv", "w") as file: - for pred in predicted_dev0: - file.write(str(pred[0]) + "\n") + for pred in predicted_denormalized: + file.write(str(pred) + "\n") with open("test-A/out.tsv", "w") as file: for pred in predicted_testA: file.write(str(pred[0]) + "\n") -predicted_denormalized = [] -for pred in predicted_dev0: - denorm = pred[0] * (max_val[0] - min_val[0]) + min_val[0] - predicted_denormalized.append(denorm) - predicted_denormalized = DataFrame(predicted_denormalized, columns=['pred']) error = mean_squared_error(expected, predicted_denormalized) for exp, pred in zip(expected.values, predicted_denormalized.values):