Safe Haskell	None
Language	Haskell2010

Algebra.Graph.IO.Datasets.LINQS.Citeseer

Description

Citeseer document classification dataset, from :

Qing Lu, and Lise Getoor. "Link-based classification." ICML, 2003.

Synopsis

Documentation

Reconstruct the citation graph

NB : relies on the user having stashed the dataset to local disk first.

Download, parse, serialize and save the dataset to local storage.

Two binary files will be created under ./assets/citeseer/

Dataset row of the .content file

Constructors

CRow
Fields crId :: String identifier crFeatures :: Seq Int16 features, in sparse format (without the zeros) crClass :: DocClass

Instances details

Eq ContentRow Source #
Instance details Defined in Algebra.Graph.IO.Datasets.LINQS.Citeseer Methods (==) :: ContentRow -> ContentRow -> Bool # (/=) :: ContentRow -> ContentRow -> Bool #
Show ContentRow Source #
Instance details Defined in Algebra.Graph.IO.Datasets.LINQS.Citeseer Methods showsPrec :: Int -> ContentRow -> ShowS # show :: ContentRow -> String # showList :: [ContentRow] -> ShowS #
Generic ContentRow Source #
Instance details Defined in Algebra.Graph.IO.Datasets.LINQS.Citeseer Associated Types type Rep ContentRow :: Type -> Type # Methods from :: ContentRow -> Rep ContentRow x # to :: Rep ContentRow x -> ContentRow #
Binary ContentRow Source #
Instance details Defined in Algebra.Graph.IO.Datasets.LINQS.Citeseer Methods put :: ContentRow -> Put # get :: Get ContentRow # putList :: [ContentRow] -> Put #
type Rep ContentRow Source #
Instance details Defined in Algebra.Graph.IO.Datasets.LINQS.Citeseer type Rep ContentRow = D1 ('MetaData "ContentRow" "Algebra.Graph.IO.Datasets.LINQS.Citeseer" "algebraic-graphs-io-0.1.5.1-5xxZnEUve6JKB9uqS79GZK" 'False) (C1 ('MetaCons "CRow" 'PrefixI 'True) (S1 ('MetaSel ('Just "crId") 'NoSourceUnpackedness 'NoSourceStrictness 'DecidedLazy) (Rec0 String) :: (S1 ('MetaSel ('Just "crFeatures") 'NoSourceUnpackedness 'NoSourceStrictness 'DecidedLazy) (Rec0 (Seq Int16)) :: S1 ('MetaSel ('Just "crClass") 'NoSourceUnpackedness 'NoSourceStrictness 'DecidedLazy) (Rec0 DocClass))))

document classes of the Citeseer dataset

Constructors

Instances details

Eq DocClass Source #
Instance details Defined in Algebra.Graph.IO.Datasets.LINQS.Citeseer Methods (==) :: DocClass -> DocClass -> Bool # (/=) :: DocClass -> DocClass -> Bool #
Show DocClass Source #
Instance details Defined in Algebra.Graph.IO.Datasets.LINQS.Citeseer Methods showsPrec :: Int -> DocClass -> ShowS # show :: DocClass -> String # showList :: [DocClass] -> ShowS #
Generic DocClass Source #
Instance details Defined in Algebra.Graph.IO.Datasets.LINQS.Citeseer Associated Types type Rep DocClass :: Type -> Type # Methods from :: DocClass -> Rep DocClass x # to :: Rep DocClass x -> DocClass #
Binary DocClass Source #
Instance details Defined in Algebra.Graph.IO.Datasets.LINQS.Citeseer Methods put :: DocClass -> Put # get :: Get DocClass # putList :: [DocClass] -> Put #
type Rep DocClass Source #
Instance details Defined in Algebra.Graph.IO.Datasets.LINQS.Citeseer type Rep DocClass = D1 ('MetaData "DocClass" "Algebra.Graph.IO.Datasets.LINQS.Citeseer" "algebraic-graphs-io-0.1.5.1-5xxZnEUve6JKB9uqS79GZK" 'False) ((C1 ('MetaCons "Agents" 'PrefixI 'False) (U1 :: Type -> Type) :+: (C1 ('MetaCons "AI" 'PrefixI 'False) (U1 :: Type -> Type) :+: C1 ('MetaCons "DB" 'PrefixI 'False) (U1 :: Type -> Type))) :+: (C1 ('MetaCons "IR" 'PrefixI 'False) (U1 :: Type -> Type) :+: (C1 ('MetaCons "ML" 'PrefixI 'False) (U1 :: Type -> Type) :+: C1 ('MetaCons "HCI" 'PrefixI 'False) (U1 :: Type -> Type))))