Data
langLog

langLog

active ARFF Publicly available Visibility: public Uploaded 16-02-2017 by Quay Au
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The langLog dataset includes 1004 textual predictors and was originally compiled in the doctorial thesis of Read (2010). It consists of 956 text samples that can be assigned to one or more topics such as language, politics, errors, humor and computational linguistics. Note that the data on OpenML uses modified names for taget labels which were longer than 18 characters.

1079 features

Errors (target)nominal2 unique values
0 missing
Humor (target)nominal2 unique values
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SpeechActs (target)nominal2 unique values
0 missing
PrescrptvstPppycck (target)nominal2 unique values
0 missing
PhoneticsAndPhnlgy (target)nominal2 unique values
0 missing
Punctuation (target)nominal2 unique values
0 missing
Administration (target)nominal2 unique values
0 missing
LanguageAndCulture (target)nominal2 unique values
0 missing
ThisBloggingLife (target)nominal2 unique values
0 missing
IgnoranceOfLngstcs (target)nominal2 unique values
0 missing
HLT (target)nominal2 unique values
0 missing
Announcements (target)nominal2 unique values
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Syntax (target)nominal2 unique values
0 missing
coordination (target)nominal2 unique values
0 missing
LanguageAndTheMedi (target)nominal2 unique values
0 missing
Uncategorized (target)nominal2 unique values
0 missing
AnimalCommunicatin (target)nominal2 unique values
0 missing
Linguification (target)nominal2 unique values
0 missing
LanguagAndAdvrtsng (target)nominal2 unique values
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Quizzes (target)nominal2 unique values
0 missing
Snowclones (target)nominal2 unique values
0 missing
Fieldwork (target)nominal2 unique values
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negation (target)nominal2 unique values
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Variation (target)nominal2 unique values
0 missing
LanguageAndSports (target)nominal2 unique values
0 missing
prepositions (target)nominal2 unique values
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Obituaries (target)nominal2 unique values
0 missing
LanguagePlanning (target)nominal2 unique values
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whoWhom (target)nominal2 unique values
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WTF (target)nominal2 unique values
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Discrimination (target)nominal2 unique values
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LanggTchngAndLrnng (target)nominal2 unique values
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LinguistcsInThCmcs (target)nominal2 unique values
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Ethics (target)nominal2 unique values
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LanguageInTheMovis (target)nominal2 unique values
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TheAcademicScene (target)nominal2 unique values
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Pragmatics (target)nominal2 unique values
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Semantics (target)nominal2 unique values
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LinguisticHistory (target)nominal2 unique values
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Awesomeness (target)nominal2 unique values
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UsageAdvice (target)nominal2 unique values
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ambiguity (target)nominal2 unique values
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Idioms (target)nominal2 unique values
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LanguagePlay (target)nominal2 unique values
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WordsWordsWords (target)nominal2 unique values
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agreement (target)nominal2 unique values
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TheLanguageOfScinc (target)nominal2 unique values
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LanguageAndTchnlgy (target)nominal2 unique values
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GiftIdeas (target)nominal2 unique values
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TabooVocabulary (target)nominal2 unique values
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relativeClauses (target)nominal2 unique values
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LanguageAndTheLaw (target)nominal2 unique values
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LostInTranslation (target)nominal2 unique values
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Writing (target)nominal2 unique values
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LinguisticsInThNws (target)nominal2 unique values
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Eggcorns (target)nominal2 unique values
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EndangeredLanguags (target)nominal2 unique values
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LanguagOnThIntrnts (target)nominal2 unique values
0 missing
Links (target)nominal2 unique values
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Peeving (target)nominal2 unique values
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Orthography (target)nominal2 unique values
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Resources (target)nominal2 unique values
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Names (target)nominal2 unique values
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ChangingTimes (target)nominal2 unique values
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LanguageAndPolitcs (target)nominal2 unique values
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PsychologyOfLangug (target)nominal2 unique values
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Books (target)nominal2 unique values
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ResearchTools (target)nominal2 unique values
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WritingSystems (target)nominal2 unique values
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LanguageChange (target)nominal2 unique values
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StyleAndRegister (target)nominal2 unique values
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Morphology (target)nominal2 unique values
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passives (target)nominal2 unique values
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singularThey (target)nominal2 unique values
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ComputatinlLngstcs (target)nominal2 unique values
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tok324numeric2 unique values
0 missing
tok580numeric2 unique values
0 missing
tok836numeric2 unique values
0 missing
tok69numeric2 unique values
0 missing
tok325numeric2 unique values
0 missing
tok581numeric2 unique values
0 missing
tok837numeric2 unique values
0 missing
tok70numeric2 unique values
0 missing
tok326numeric2 unique values
0 missing
tok582numeric2 unique values
0 missing
tok838numeric2 unique values
0 missing
tok71numeric2 unique values
0 missing
tok327numeric2 unique values
0 missing
tok583numeric2 unique values
0 missing
tok839numeric2 unique values
0 missing
tok72numeric2 unique values
0 missing
tok328numeric2 unique values
0 missing
tok584numeric2 unique values
0 missing
tok840numeric2 unique values
0 missing
tok73numeric2 unique values
0 missing
tok329numeric2 unique values
0 missing
tok585numeric2 unique values
0 missing
tok841numeric2 unique values
0 missing
tok74numeric2 unique values
0 missing
tok330numeric2 unique values
0 missing
tok586numeric2 unique values
0 missing
tok842numeric2 unique values
0 missing
tok75numeric2 unique values
0 missing
tok331numeric2 unique values
0 missing
tok587numeric2 unique values
0 missing
tok843numeric2 unique values
0 missing
tok76numeric2 unique values
0 missing
tok332numeric2 unique values
0 missing
tok588numeric2 unique values
0 missing
tok844numeric2 unique values
0 missing
tok77numeric2 unique values
0 missing
tok333numeric2 unique values
0 missing
tok589numeric2 unique values
0 missing
tok845numeric2 unique values
0 missing
tok78numeric2 unique values
0 missing
tok334numeric2 unique values
0 missing
tok590numeric2 unique values
0 missing
tok846numeric2 unique values
0 missing
tok79numeric1 unique values
0 missing
tok335numeric2 unique values
0 missing
tok591numeric2 unique values
0 missing
tok847numeric2 unique values
0 missing
tok80numeric2 unique values
0 missing
tok336numeric2 unique values
0 missing
tok592numeric2 unique values
0 missing
tok848numeric2 unique values
0 missing
tok81numeric2 unique values
0 missing
tok337numeric2 unique values
0 missing
tok593numeric2 unique values
0 missing
tok849numeric2 unique values
0 missing
tok82numeric2 unique values
0 missing
tok338numeric2 unique values
0 missing
tok594numeric2 unique values
0 missing
tok850numeric2 unique values
0 missing
tok83numeric2 unique values
0 missing
tok339numeric2 unique values
0 missing
tok595numeric2 unique values
0 missing
tok851numeric2 unique values
0 missing
tok84numeric2 unique values
0 missing
tok340numeric2 unique values
0 missing
tok596numeric2 unique values
0 missing
tok852numeric2 unique values
0 missing
tok85numeric2 unique values
0 missing
tok341numeric2 unique values
0 missing
tok597numeric2 unique values
0 missing
tok853numeric2 unique values
0 missing
tok86numeric2 unique values
0 missing
tok342numeric2 unique values
0 missing
tok598numeric2 unique values
0 missing
tok854numeric2 unique values
0 missing
tok87numeric2 unique values
0 missing
tok343numeric2 unique values
0 missing
tok599numeric2 unique values
0 missing
tok855numeric2 unique values
0 missing
tok88numeric2 unique values
0 missing
tok344numeric2 unique values
0 missing
tok600numeric2 unique values
0 missing
tok856numeric2 unique values
0 missing
tok89numeric2 unique values
0 missing
tok345numeric2 unique values
0 missing
tok601numeric2 unique values
0 missing
tok857numeric2 unique values
0 missing
tok90numeric2 unique values
0 missing
tok346numeric2 unique values
0 missing
tok602numeric2 unique values
0 missing
tok858numeric2 unique values
0 missing
tok91numeric2 unique values
0 missing
tok347numeric2 unique values
0 missing
tok603numeric2 unique values
0 missing
tok859numeric2 unique values
0 missing
tok92numeric2 unique values
0 missing
tok348numeric2 unique values
0 missing
tok604numeric2 unique values
0 missing
tok860numeric2 unique values
0 missing
tok93numeric2 unique values
0 missing
tok349numeric2 unique values
0 missing
tok605numeric2 unique values
0 missing
tok861numeric2 unique values
0 missing
tok94numeric2 unique values
0 missing
tok350numeric2 unique values
0 missing
tok606numeric2 unique values
0 missing
tok862numeric2 unique values
0 missing
tok95numeric2 unique values
0 missing
tok351numeric2 unique values
0 missing
tok607numeric2 unique values
0 missing
tok863numeric2 unique values
0 missing
tok96numeric2 unique values
0 missing
tok352numeric2 unique values
0 missing
tok608numeric2 unique values
0 missing
tok864numeric2 unique values
0 missing
tok97numeric2 unique values
0 missing
tok353numeric2 unique values
0 missing
tok609numeric2 unique values
0 missing
tok865numeric2 unique values
0 missing
tok98numeric2 unique values
0 missing
tok354numeric2 unique values
0 missing
tok610numeric2 unique values
0 missing
tok866numeric2 unique values
0 missing
tok99numeric2 unique values
0 missing
tok355numeric2 unique values
0 missing
tok611numeric2 unique values
0 missing
tok867numeric2 unique values
0 missing
tok100numeric2 unique values
0 missing
tok356numeric2 unique values
0 missing
tok612numeric2 unique values
0 missing
tok868numeric2 unique values
0 missing
tok101numeric2 unique values
0 missing
tok357numeric2 unique values
0 missing
tok613numeric2 unique values
0 missing
tok869numeric2 unique values
0 missing
tok102numeric2 unique values
0 missing
tok358numeric2 unique values
0 missing
tok614numeric2 unique values
0 missing
tok870numeric2 unique values
0 missing
tok103numeric2 unique values
0 missing
tok359numeric2 unique values
0 missing
tok615numeric2 unique values
0 missing
tok871numeric2 unique values
0 missing
tok104numeric2 unique values
0 missing
tok360numeric2 unique values
0 missing
tok616numeric2 unique values
0 missing
tok872numeric2 unique values
0 missing
tok105numeric2 unique values
0 missing
tok361numeric2 unique values
0 missing
tok617numeric2 unique values
0 missing
tok873numeric2 unique values
0 missing
tok106numeric2 unique values
0 missing
tok362numeric2 unique values
0 missing
tok618numeric2 unique values
0 missing
tok874numeric2 unique values
0 missing
tok107numeric2 unique values
0 missing
tok363numeric2 unique values
0 missing
tok619numeric2 unique values
0 missing
tok875numeric2 unique values
0 missing
tok108numeric2 unique values
0 missing
tok364numeric2 unique values
0 missing
tok620numeric2 unique values
0 missing
tok876numeric2 unique values
0 missing
tok109numeric2 unique values
0 missing
tok365numeric2 unique values
0 missing
tok621numeric2 unique values
0 missing
tok877numeric2 unique values
0 missing
tok110numeric2 unique values
0 missing
tok366numeric2 unique values
0 missing
tok622numeric2 unique values
0 missing
tok878numeric2 unique values
0 missing
tok111numeric2 unique values
0 missing
tok367numeric2 unique values
0 missing
tok623numeric2 unique values
0 missing
tok879numeric2 unique values
0 missing
tok112numeric2 unique values
0 missing
tok368numeric2 unique values
0 missing
tok624numeric2 unique values
0 missing
tok880numeric2 unique values
0 missing
tok113numeric2 unique values
0 missing
tok369numeric2 unique values
0 missing
tok625numeric2 unique values
0 missing
tok881numeric2 unique values
0 missing
tok114numeric2 unique values
0 missing
tok370numeric2 unique values
0 missing
tok626numeric2 unique values
0 missing
tok882numeric2 unique values
0 missing
tok115numeric2 unique values
0 missing
tok371numeric2 unique values
0 missing
tok627numeric2 unique values
0 missing
tok883numeric2 unique values
0 missing
tok116numeric2 unique values
0 missing
tok372numeric2 unique values
0 missing
tok628numeric2 unique values
0 missing
tok884numeric2 unique values
0 missing
tok117numeric2 unique values
0 missing
tok373numeric2 unique values
0 missing
tok629numeric2 unique values
0 missing
tok885numeric2 unique values
0 missing
tok118numeric2 unique values
0 missing
tok374numeric2 unique values
0 missing
tok630numeric2 unique values
0 missing
tok886numeric2 unique values
0 missing
tok119numeric2 unique values
0 missing
tok375numeric2 unique values
0 missing
tok631numeric2 unique values
0 missing
tok887numeric2 unique values
0 missing
tok120numeric2 unique values
0 missing
tok376numeric2 unique values
0 missing
tok632numeric2 unique values
0 missing
tok888numeric2 unique values
0 missing
tok121numeric2 unique values
0 missing
tok377numeric2 unique values
0 missing
tok633numeric2 unique values
0 missing
tok889numeric2 unique values
0 missing
tok122numeric2 unique values
0 missing
tok378numeric2 unique values
0 missing
tok634numeric2 unique values
0 missing
tok890numeric2 unique values
0 missing
tok123numeric2 unique values
0 missing
tok379numeric2 unique values
0 missing
tok635numeric2 unique values
0 missing
tok891numeric2 unique values
0 missing
tok124numeric2 unique values
0 missing
tok380numeric2 unique values
0 missing
tok636numeric2 unique values
0 missing
tok892numeric2 unique values
0 missing
tok125numeric2 unique values
0 missing
tok381numeric2 unique values
0 missing
tok637numeric2 unique values
0 missing
tok893numeric2 unique values
0 missing
tok126numeric2 unique values
0 missing
tok382numeric2 unique values
0 missing
tok638numeric2 unique values
0 missing
tok894numeric2 unique values
0 missing
tok127numeric2 unique values
0 missing
tok383numeric2 unique values
0 missing
tok639numeric2 unique values
0 missing
tok895numeric2 unique values
0 missing
tok128numeric2 unique values
0 missing
tok384numeric2 unique values
0 missing
tok640numeric2 unique values
0 missing
tok896numeric2 unique values
0 missing
tok129numeric2 unique values
0 missing
tok385numeric2 unique values
0 missing
tok641numeric2 unique values
0 missing
tok897numeric2 unique values
0 missing
tok130numeric2 unique values
0 missing
tok386numeric2 unique values
0 missing
tok642numeric2 unique values
0 missing
tok898numeric2 unique values
0 missing
tok131numeric2 unique values
0 missing
tok387numeric2 unique values
0 missing
tok643numeric2 unique values
0 missing
tok899numeric2 unique values
0 missing
tok132numeric2 unique values
0 missing
tok388numeric2 unique values
0 missing
tok644numeric2 unique values
0 missing
tok900numeric2 unique values
0 missing
tok133numeric2 unique values
0 missing
tok389numeric2 unique values
0 missing
tok645numeric2 unique values
0 missing
tok901numeric2 unique values
0 missing
tok134numeric2 unique values
0 missing
tok390numeric2 unique values
0 missing
tok646numeric2 unique values
0 missing
tok902numeric2 unique values
0 missing
tok135numeric2 unique values
0 missing
tok391numeric2 unique values
0 missing
tok647numeric2 unique values
0 missing
tok903numeric2 unique values
0 missing
tok136numeric2 unique values
0 missing
tok392numeric2 unique values
0 missing
tok648numeric2 unique values
0 missing
tok904numeric2 unique values
0 missing
tok137numeric2 unique values
0 missing
tok393numeric2 unique values
0 missing
tok649numeric2 unique values
0 missing
tok905numeric2 unique values
0 missing
tok138numeric2 unique values
0 missing
tok394numeric2 unique values
0 missing
tok650numeric2 unique values
0 missing
tok906numeric2 unique values
0 missing
tok139numeric2 unique values
0 missing
tok395numeric2 unique values
0 missing
tok651numeric2 unique values
0 missing
tok907numeric2 unique values
0 missing
tok140numeric2 unique values
0 missing
tok396numeric2 unique values
0 missing
tok652numeric2 unique values
0 missing
tok908numeric2 unique values
0 missing
tok141numeric2 unique values
0 missing
tok397numeric2 unique values
0 missing
tok653numeric2 unique values
0 missing
tok909numeric2 unique values
0 missing
tok142numeric2 unique values
0 missing
tok398numeric2 unique values
0 missing
tok654numeric2 unique values
0 missing
tok910numeric2 unique values
0 missing
tok143numeric2 unique values
0 missing
tok399numeric2 unique values
0 missing
tok655numeric2 unique values
0 missing
tok911numeric2 unique values
0 missing
tok144numeric2 unique values
0 missing
tok400numeric2 unique values
0 missing
tok656numeric2 unique values
0 missing
tok912numeric2 unique values
0 missing
tok145numeric2 unique values
0 missing
tok401numeric2 unique values
0 missing
tok657numeric2 unique values
0 missing
tok913numeric2 unique values
0 missing
tok146numeric2 unique values
0 missing
tok402numeric2 unique values
0 missing
tok658numeric2 unique values
0 missing
tok914numeric2 unique values
0 missing
tok147numeric2 unique values
0 missing
tok403numeric2 unique values
0 missing
tok659numeric2 unique values
0 missing
tok915numeric2 unique values
0 missing
tok148numeric2 unique values
0 missing
tok404numeric2 unique values
0 missing
tok660numeric2 unique values
0 missing
tok916numeric2 unique values
0 missing
tok149numeric2 unique values
0 missing
tok405numeric2 unique values
0 missing
tok661numeric2 unique values
0 missing
tok917numeric2 unique values
0 missing
tok150numeric1 unique values
0 missing
tok406numeric2 unique values
0 missing
tok662numeric2 unique values
0 missing
tok918numeric2 unique values
0 missing
tok151numeric2 unique values
0 missing
tok407numeric2 unique values
0 missing
tok663numeric2 unique values
0 missing
tok919numeric2 unique values
0 missing
tok152numeric2 unique values
0 missing
tok408numeric2 unique values
0 missing
tok664numeric2 unique values
0 missing
tok920numeric2 unique values
0 missing
tok153numeric2 unique values
0 missing
tok409numeric2 unique values
0 missing
tok665numeric2 unique values
0 missing
tok921numeric2 unique values
0 missing
tok154numeric2 unique values
0 missing
tok410numeric2 unique values
0 missing
tok666numeric2 unique values
0 missing
tok922numeric2 unique values
0 missing
tok155numeric2 unique values
0 missing
tok411numeric2 unique values
0 missing
tok667numeric2 unique values
0 missing
tok923numeric2 unique values
0 missing
tok156numeric2 unique values
0 missing
tok412numeric2 unique values
0 missing
tok668numeric2 unique values
0 missing
tok924numeric2 unique values
0 missing
tok157numeric2 unique values
0 missing
tok413numeric2 unique values
0 missing
tok669numeric2 unique values
0 missing
tok925numeric2 unique values
0 missing
tok158numeric2 unique values
0 missing
tok414numeric2 unique values
0 missing
tok670numeric2 unique values
0 missing
tok926numeric2 unique values
0 missing
tok159numeric2 unique values
0 missing
tok415numeric2 unique values
0 missing
tok671numeric2 unique values
0 missing
tok927numeric2 unique values
0 missing
tok160numeric2 unique values
0 missing
tok416numeric2 unique values
0 missing
tok672numeric2 unique values
0 missing
tok928numeric2 unique values
0 missing
tok161numeric2 unique values
0 missing

19 properties

1460
Number of instances (rows) of the dataset.
1079
Number of attributes (columns) of the dataset.
2
Number of distinct values of the target attribute (if it is nominal).
0
Number of missing values in the dataset.
0
Number of instances with at least one value missing.
1004
Number of numeric attributes.
75
Number of nominal attributes.
0.98
Average class difference between consecutive instances.
0
Percentage of missing values.
0.74
Number of attributes divided by the number of instances.
0.93
Percentage of numeric attributes.
0.07
Percentage of nominal attributes.
0.99
Percentage of instances belonging to the most frequent class.
1441
Number of instances belonging to the most frequent class.
0.01
Percentage of instances belonging to the least frequent class.
19
Number of instances belonging to the least frequent class.
75
Number of binary attributes.
0.07
Percentage of binary attributes.
0
Percentage of instances having missing values.

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