Blame for validation/paper1/CHECK4_RELATIVE.csv

construct,in_p1,check4_cosine,check4_twin_units,within_one_twin_unit,relative_distance,twin_distance
AnnAssign,False,0.9796083614242317,2.1286389785906623,False,0.22402516911466352,0.10524338385600127
ArithmeticError,True,0.9340275554810207,2.448965852851562,False,0.37350247515136814,0.15251436630546072
Assert,True,0.9825459077727782,1.2362852301475202,False,0.21955236282786078,0.17759037920534132
AssertionError,True,0.9249200194966007,1.9115600342072117,False,0.3875068558394925,0.20271759657300256
Assign,False,0.8502893393100439,2.520164014402538,False,0.6474357102383346,0.25690221213313524
AsyncFor,True,0.9920968513902694,1.6974077209367098,False,0.125829896779515,0.07413062591118422
AsyncFunctionDef,False,0.9855396958450149,1.8055143374677987,False,0.17128483998801483,0.09486761552292004
AsyncWith,True,0.9936177305797176,1.3140533523418707,False,0.13104762180304538,0.09972777860921386
Attribute,False,0.7840863518166826,0.9893823946930591,True,0.6704000122856284,0.677594442635711
AttributeError,True,0.8861917141515775,1.8684247060258994,False,0.48399808345756,0.25904072125390265
AugAssign,False,0.7881184841660633,2.692199124452387,False,0.6793605582730349,0.2523440974713272
BaseException,True,0.9288808342868254,1.7145531402856564,False,0.3979627395422556,0.23210872278706524
BaseExceptionGroup,True,0.9238195071318578,1.7632576627561596,False,0.4082884016693982,0.2315534537540021
BinOp,False,0.6922617584015874,1.7811263080647444,False,0.9543962128545108,0.5358385918691502
BlockingIOError,True,0.8853034431913877,2.341652201675507,False,0.4927680538524053,0.210436056003457
BoolOp,False,0.8111420751471555,1.842748287752612,False,0.6587281558948533,0.35747050222373467
Break,True,0.9813560808424519,1.0866015185898172,False,0.1980882847398383,0.18230076191768596
BrokenPipeError,True,0.9246124966312228,2.3593473929884645,False,0.40237034174172254,0.17054306751837026
BufferError,True,0.8891444547981462,2.0132032875661614,False,0.4889111023815581,0.24285232663841982
BytesWarning,True,0.9312611680719342,2.1447127899872855,False,0.3866187243129864,0.18026596666832875
Call,False,0.865436473360252,1.1486552673893005,False,0.6141699515838828,0.5346860533533159
ChildProcessError,True,0.8949294790004043,2.1487839458734754,False,0.4678322634591592,0.21771954521420558
ClassDef,False,0.9825196427366588,1.7259263405329048,False,0.18796982611014457,0.10890952973816145
Compare,False,0.716394135579384,1.482011424713365,False,0.8112525383435311,0.5473996521318552
ConnectionAbortedError,True,0.8705162195437808,1.9661149264160624,False,0.4847037023670001,0.24652867228394604
ConnectionError,True,0.8973453847269608,1.9810617899204754,False,0.4607518856561,0.23257825071402527
ConnectionRefusedError,True,0.8961575459861992,1.9967776034863802,False,0.46422039803264564,0.23248477808550902
ConnectionResetError,True,0.8972796022667804,1.9862514148422736,False,0.46561491830395707,0.23441892341757306
Continue,True,0.9839722887342354,0.7707866909157634,True,0.1791691086691073,0.23244966575154327
Delete,True,0.9693796461502542,2.353076880157269,False,0.24529222361400013,0.1042431829076515
DeprecationWarning,True,0.887097107175383,2.519845035578688,False,0.4823876222539142,0.19143543172016242
Dict,False,0.8058418543128284,1.6544155567376697,False,0.6787391922726158,0.41025919365205726
DictComp,True,0.8961640496921679,1.9802217708751688,False,0.3425642028658465,0.1729928475205323
EOFError,True,0.9241790916342812,1.9406095612689738,False,0.3929717279775078,0.20249911977169777
Ellipsis,True,0.9390392631606134,1.6163432341592072,False,0.3560384169208946,0.220274016926918
EncodingWarning,True,0.8951951310317321,1.8461196531489894,False,0.46153818124597884,0.2500044785605946
EnvironmentError,True,0.8752501983548202,1.9129573999614775,False,0.5149276405067489,0.2691788330033478
Exception,True,0.8181008250240873,1.697154344570494,False,0.490418668279097,0.2889652728686909
ExceptionGroup,True,0.8772444759225644,1.7547985354098599,False,0.5034686454846433,0.2869096567641314
False,True,0.8890644456027567,1.055728256679582,False,0.49137004834390924,0.4654323167301963
FileExistsError,True,0.8785358859501647,2.331874999549132,False,0.512761313451353,0.21989228134033573
FileNotFoundError,True,0.8849876592264162,2.229457138373423,False,0.5071926059126616,0.22749601110640832
FloatingPointError,True,0.9250005224558856,2.1658809158593337,False,0.39851909849933387,0.18399861949068314
For,True,0.9757051180645891,2.3588222930581435,False,0.23955042284037992,0.1015550953309882
FunctionDef,False,0.9692052525518954,2.4136205054452375,False,0.2505968124988119,0.10382610353759181
FutureWarning,True,0.9067682909827707,2.174827374300869,False,0.45805725844766465,0.21061775470566443
GeneratorExit,True,0.9145655521264114,1.7347956387825978,False,0.4372946378858241,0.25207270995487285
GeneratorExp,True,0.8408514828997465,2.192285591444859,False,0.45175742452867296,0.20606686751562117
Global,True,0.9943360408914778,0.7136744044377142,True,0.10737223756695852,0.1504498926951911
IOError,True,0.8984269548860966,1.7298246607381813,False,0.4540857780172576,0.26250393367815794
If,True,0.972936199044192,2.2812157238650204,False,0.2522644088387458,0.11058332020057227
IfExp,True,0.8870667750006321,1.7341749932607995,False,0.42519534455800867,0.24518595078949124
Import,True,0.9491441730699697,2.9085687071885578,False,0.31917689425568,0.10973675590569032
ImportError,True,0.8867139449156718,1.9017383437926367,False,0.4791793322798969,0.25196911754130674
ImportFrom,True,0.9578280770009799,2.4238877363226,False,0.2947961113040577,0.12162119015928827
ImportWarning,True,0.8423278818314827,2.3918793692704607,False,0.5697166267100575,0.2381878593165946
IndentationError,True,0.9146503367044098,2.6671355448148155,False,0.4254281170419329,0.15950749779815604
IndexError,True,0.8947848732711348,1.7221375019563303,False,0.4667284163358761,0.2710169285586531
InterruptedError,True,0.8979397196727834,2.2794667125594787,False,0.4518738797063748,0.1982366652764112
IsADirectoryError,True,0.9021982652039803,1.5863751531288393,False,0.4566420925453049,0.28785252444521753
KeyError,True,0.8972190053867757,1.7028294230062524,False,0.45670706307250986,0.2682048224573301
KeyboardInterrupt,True,0.9112339171128927,1.9585298808199467,False,0.40113998712664656,0.20481688385510238
Lambda,True,0.9450117416044889,1.964672621043865,False,0.33298894736956963,0.16948826170980424
List,False,0.7127262170151463,1.6182274233358807,False,0.8305087525509149,0.5132212818633799
ListComp,True,0.8068918680524774,2.2940930636888117,False,0.48627110394327117,0.2119665987574917
LookupError,True,0.9179042685935229,1.7922337665593646,False,0.421167447341723,0.23499582208533987
Match,True,0.9830882634692863,1.892887626227543,False,0.1846273767531817,0.09753742070845348
MemoryError,True,0.9138472233966546,2.04475994689977,False,0.4386907508205003,0.21454388887342773
ModuleNotFoundError,True,0.8890586308285315,1.6893173649616144,False,0.43335016343261995,0.25652383170906834
NameError,True,0.8558382185820801,1.8463667048149157,False,0.5493475331672393,0.29752894250890816
NamedExpr,True,0.9412244336596313,4.1552287048145775,False,0.27789616930286515,0.06687866999495662
None,True,0.8765405690926585,1.0522787735340464,False,0.5258688209938227,0.4997428763365702
Nonlocal,True,0.993853526309957,1.2252477794529848,False,0.11211088264007543,0.09150058014398332
NotADirectoryError,True,0.9250008438830752,1.7886920148569205,False,0.410686329471904,0.22960147753818605
NotImplemented,True,0.9537644535562844,1.0996428471548996,False,0.3458000694241466,0.31446580161807386
NotImplementedError,True,0.9246044185388114,1.5460552240278098,False,0.393009797116783,0.254201655289458
OSError,True,0.8758319245240902,2.1334568677003203,False,0.5145155107701165,0.24116518058540326
OverflowError,True,0.9359751649844887,2.0787968410566147,False,0.3656831611619739,0.17591096635306785
Pass,True,0.78524244349372,2.8905481278885823,False,0.534547805968072,0.1849295643309477
PendingDeprecationWarning,True,0.8980499023169104,2.051075758511792,False,0.40349741113222404,0.19672477208983807
PermissionError,True,0.9020840425279083,1.9810813396902134,False,0.4503090529148857,0.22730467643761748
ProcessLookupError,True,0.8818222407622853,2.0248352129600655,False,0.5031225155277783,0.24847578326745598
Raise,True,0.9819019524154234,1.5806692827904187,False,0.19092957617603667,0.12079033752018073
RecursionError,True,0.9008273804299286,2.489021309204581,False,0.45807513200783007,0.18403825243031668
ReferenceError,True,0.9050532532742342,1.9922712573875316,False,0.44904550006496136,0.22539375519265153
ResourceWarning,True,0.8798760555548877,2.0202099476683695,False,0.46337011245972193,0.2293673056082719
Return,True,0.9799104004994654,2.030067230920722,False,0.22907564677353612,0.11284140903532566
RuntimeError,True,0.9023226098415092,1.7395525328855197,False,0.4492970835368121,0.2582831360611634
RuntimeWarning,True,0.9018103004136814,1.990391154641061,False,0.4499085952643611,0.22604029073144458
Set,False,0.8111546625615113,2.06502915160965,False,0.6886258991169952,0.3334703040778987
SetComp,True,0.8384372529502698,2.2279296520333878,False,0.4509042739915945,0.20238712365987993
Slice,False,0.8113509253810419,1.7148898255511311,False,0.6286738421874501,0.3665972197283327
Starred,False,0.9767462726844576,1.1892948800378522,False,0.21582470782639623,0.18147283020299146
StopAsyncIteration,True,0.864900784767129,2.523461088466009,False,0.5208095370427198,0.20638698945000003
StopIteration,True,0.8585164147408761,2.4803810844825778,False,0.532640683832273,0.21474147144747519
Subscript,False,0.8061319941273826,2.4993014120643773,False,0.6439495441188684,0.25765181462726333
SyntaxError,True,0.9216435362114682,1.9908223662672515,False,0.40505636200511513,0.20346183008009247
SyntaxWarning,True,0.92868566290057,1.9377894856393219,False,0.390770477417855,0.2016578582523017
SystemError,True,0.8674030849870035,2.251614553434209,False,0.5183304669887244,0.23020390688013456
SystemExit,True,0.8652749244840992,2.3107477221833825,False,0.5311340816243814,0.22985377266650409
TabError,True,0.8851454320401648,2.406390598966379,False,0.48709675637544453,0.20241799339835684
TimeoutError,True,0.9320505984304177,1.8073248129094308,False,0.36916591515810654,0.20426096765850482
True,True,0.881287510430172,1.0538090351476992,False,0.5030798500540323,0.47739185495171044
Try,True,0.9925673120142187,1.2351531288451487,False,0.12228033918027481,0.09900014526506948
Tuple,False,0.8313561306129057,1.4404473100787296,False,0.6396720753119228,0.44407877388931405
TypeError,True,0.8896030930805956,1.5746969230811574,False,0.47542361527291693,0.3019143609823478
UnaryOp,False,0.8592332786403768,0.7365980991814001,True,0.5313247153812707,0.7213224090202583
UnboundLocalError,True,0.9233611863355589,2.220419053243357,False,0.4102307456771291,0.18475374955817764
UnicodeDecodeError,True,0.932128900185348,2.0970787396095134,False,0.3748623912937786,0.17875456186427213
UnicodeEncodeError,True,0.9312753597699527,2.1343253124681825,False,0.3762858143208712,0.1763019967587442
UnicodeError,True,0.9316184495545128,2.043110234730715,False,0.37605571488323125,0.18406041362364178
UnicodeTranslateError,True,0.9153064085147623,2.340702045324538,False,0.417161706841604,0.17822076401174952
UnicodeWarning,True,0.9276579712029563,2.051335492414355,False,0.3833730230682696,0.1868894797978911
UserWarning,True,0.8755773509286089,2.3185479154430473,False,0.5144314114978514,0.2218765495728604
ValueError,True,0.8726616790912054,1.800881056280243,False,0.5165609510590129,0.28683790595586595
Warning,True,0.8839685243779029,1.7401377478821463,False,0.4887012911921183,0.2808405781593426
While,True,0.9893370648526659,2.348041243051513,False,0.1974091900604619,0.08407398747558158
With,True,0.980791282772125,4.147523579933515,False,0.43437299747825636,0.10473068786874007
ZeroDivisionError,True,0.9575911215693219,1.4292861386732973,False,0.29662730829944317,0.2075352865135744
abs,True,0.962289664697809,2.6389597147124095,False,0.2759114925039553,0.10455312787297467
aiter,True,0.8946173319175803,4.2070035036120705,False,0.4597686607583524,0.10928649343020558
all,True,0.8893527876729656,3.0688303557337524,False,0.5377923968163527,0.1752434427701584
anext,True,0.9242451935416868,3.9426004010247944,False,0.38926420608131573,0.0987328581359995
any,True,0.9057162575273106,3.5707013717646445,False,0.4400728606549842,0.123245495726656
ascii,True,0.8344551230551172,4.227087891301095,False,0.3725070453701369,0.08812379939785908
bin,True,0.9460190300264126,3.591610424764949,False,0.3287478668558057,0.09153216189289806
bool,True,0.9130492385479705,3.2022198229477654,False,0.4171091502288029,0.13025625137903182
breakpoint,True,0.9264980524225996,4.759779702251785,False,0.4352483076464833,0.09144295216868409
bytearray,True,0.9161556911367649,4.94439861394462,False,0.40990252490880447,0.08290240268103828
bytes,True,0.9250732354394601,4.150948510537736,False,0.39212048760079415,0.09446527380557578
callable,True,0.9004937174322232,4.357858273371959,False,0.46638390081797204,0.10702135580400608
chr,True,0.9497130665768442,3.05365250569152,False,0.3173762814901682,0.10393333259060407
classmethod,True,0.9400508096686336,2.211436733420868,False,0.34637417148211014,0.1566285692226449
compile,True,0.8944078428610053,4.481244978334535,False,0.4595492031395143,0.10254944895030192
complex,True,0.9032079473162111,3.906238080574075,False,0.4418074889539416,0.1131030622918437
delattr,True,0.9606603274227151,2.599266479861149,False,0.2868306842132593,0.11035062639232804
dict__builtin,True,0.8905111963592078,3.650295988151846,False,0.4680512315876737,0.12822281620637815
dir,True,0.9352840044285942,3.394257248788414,False,0.3649880556217656,0.10753105285465583
divmod,True,0.8592153136674673,3.3314927546878117,False,0.3556387765362636,0.1067505778110539
enumerate,True,0.919938945546982,4.0216164959241505,False,0.40337706228457815,0.10030221993902076
eval,True,0.9475377802992767,3.021183104428916,False,0.3251911247645707,0.10763701289334479
exec,True,0.9140919880015728,3.9255787003496567,False,0.41747331381874475,0.10634694797522715
filter,True,0.93310177100582,3.185515166460085,False,0.3663131930848645,0.11499339163151162
float,True,0.9108547346061832,3.844846338446983,False,0.42255527268383763,0.1099017322118826
format,True,0.870299516098169,4.898543341330081,False,0.5132857656022795,0.10478334676996226
frozenset,True,0.9298636997212497,4.3225883941602055,False,0.37527734685960945,0.08681773804015372
getattr,True,0.9481006067754133,3.4121795875691916,False,0.3237256728193727,0.0948735740635481
globals,True,0.8779530268058562,3.433661509759535,False,0.3209951088620376,0.09348478525028445
hasattr,True,0.9350985042544774,3.7445501673214094,False,0.36028915771454056,0.09621693971649106
hash,True,0.9202889165940044,3.2270839182829305,False,0.4017426748368809,0.12449092896556607
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id,True,0.9094715121725637,4.082612610806808,False,0.4366505658887513,0.10695371016415398
input,True,0.9366338688671235,3.2284918856651315,False,0.368909594919113,0.11426684903781648
int,True,0.9019105590325659,3.5874756298454407,False,0.44469245833522186,0.1239569279957396
isinstance,True,0.807432887487026,3.9853513798933577,False,0.4201948632949283,0.10543483453300223
issubclass,True,0.8879962237893092,3.6170191909597365,False,0.4733173497839858,0.1308584015719298
iter,True,0.7967287913323357,3.175066322577553,False,0.3625673205018635,0.11419204629638334
len,True,0.8877220086896306,4.033491088377185,False,0.48416852121624193,0.12003708713065234
list__builtin,True,0.9134899038290955,3.3268791412578747,False,0.415960117437263,0.12503012576525122
locals,True,0.9450395034128255,3.263796210111915,False,0.3324165047986942,0.10184965095823054
map,True,0.9431337440487932,3.2023254764632307,False,0.35420957393924063,0.11061011022853401
max,True,0.9196134786696051,3.5493591279173184,False,0.40128329398572227,0.11305795765479104
memoryview,True,0.8206630958561519,4.611205625050012,False,0.39742713034882376,0.08618724964027458
min,True,0.9170177385815085,3.0393304525640787,False,0.4075664488200066,0.1340974452041469
next,True,0.9275302698898651,3.5091606747182493,False,0.3833592331066564,0.10924527790037325
object,True,0.9207203253193372,3.578644309887578,False,0.3991235621135208,0.1115292629141059
oct,True,0.9469105335097607,3.9887313175202546,False,0.3274676198362588,0.08209818956666187
open,True,0.908060400465278,4.006883247249263,False,0.42961973277257215,0.10722042701581269
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