Safe Haskell	None
Language	Haskell2010

Numeric.Datasets.Adult

Description

Adult (AKA Census Income) dataset.

UCI ML Repository link http://archive.ics.uci.edu/ml/datasets/Adult

Documentation

data WorkClass #

Constructors

Private
SelfEmpNotInc
SelfEmpInc
FederalGov
LocalGov
StateGov
WithoutPay
NeverWorked

Instances

Eq WorkClass #
Instance details Defined in Numeric.Datasets.Adult Methods (==) :: WorkClass -> WorkClass -> Bool # (/=) :: WorkClass -> WorkClass -> Bool #
Read WorkClass #
Instance details Defined in Numeric.Datasets.Adult Methods readsPrec :: Int -> ReadS WorkClass # readList :: ReadS [WorkClass] # readPrec :: ReadPrec WorkClass # readListPrec :: ReadPrec [WorkClass] #
Show WorkClass #
Instance details Defined in Numeric.Datasets.Adult Methods showsPrec :: Int -> WorkClass -> ShowS # show :: WorkClass -> String # showList :: [WorkClass] -> ShowS #
Generic WorkClass #
Instance details Defined in Numeric.Datasets.Adult Associated Types type Rep WorkClass :: * -> * # Methods from :: WorkClass -> Rep WorkClass x # to :: Rep WorkClass x -> WorkClass #
FromField WorkClass #
Instance details Defined in Numeric.Datasets.Adult Methods parseField :: Field -> Parser WorkClass #
type Rep WorkClass #
Instance details Defined in Numeric.Datasets.Adult type Rep WorkClass = D1 (MetaData "WorkClass" "Numeric.Datasets.Adult" "datasets-0.2.5-F3y7JAQti4kIAC5dDzF1SD" False) (((C1 (MetaCons "Private" PrefixI False) (U1 :: * -> ) :+: C1 (MetaCons "SelfEmpNotInc" PrefixI False) (U1 :: -> )) :+: (C1 (MetaCons "SelfEmpInc" PrefixI False) (U1 :: -> ) :+: C1 (MetaCons "FederalGov" PrefixI False) (U1 :: -> ))) :+: ((C1 (MetaCons "LocalGov" PrefixI False) (U1 :: -> ) :+: C1 (MetaCons "StateGov" PrefixI False) (U1 :: -> )) :+: (C1 (MetaCons "WithoutPay" PrefixI False) (U1 :: -> ) :+: C1 (MetaCons "NeverWorked" PrefixI False) (U1 :: -> *))))

data MaritalStatus #

Constructors

MarriedCivSpouse
Divorced
NeverMarried
Separated
Widowed
MarriedSpouseAbsent
MarriedAFSpouse

Instances

Eq MaritalStatus #
Instance details Defined in Numeric.Datasets.Adult Methods (==) :: MaritalStatus -> MaritalStatus -> Bool # (/=) :: MaritalStatus -> MaritalStatus -> Bool #
Read MaritalStatus #
Instance details Defined in Numeric.Datasets.Adult Methods readsPrec :: Int -> ReadS MaritalStatus # readList :: ReadS [MaritalStatus] # readPrec :: ReadPrec MaritalStatus # readListPrec :: ReadPrec [MaritalStatus] #
Show MaritalStatus #
Instance details Defined in Numeric.Datasets.Adult Methods showsPrec :: Int -> MaritalStatus -> ShowS # show :: MaritalStatus -> String # showList :: [MaritalStatus] -> ShowS #
Generic MaritalStatus #
Instance details Defined in Numeric.Datasets.Adult Associated Types type Rep MaritalStatus :: * -> * # Methods from :: MaritalStatus -> Rep MaritalStatus x # to :: Rep MaritalStatus x -> MaritalStatus #
FromField MaritalStatus #
Instance details Defined in Numeric.Datasets.Adult Methods parseField :: Field -> Parser MaritalStatus #
type Rep MaritalStatus #
Instance details Defined in Numeric.Datasets.Adult type Rep MaritalStatus = D1 (MetaData "MaritalStatus" "Numeric.Datasets.Adult" "datasets-0.2.5-F3y7JAQti4kIAC5dDzF1SD" False) ((C1 (MetaCons "MarriedCivSpouse" PrefixI False) (U1 :: * -> ) :+: (C1 (MetaCons "Divorced" PrefixI False) (U1 :: -> ) :+: C1 (MetaCons "NeverMarried" PrefixI False) (U1 :: -> ))) :+: ((C1 (MetaCons "Separated" PrefixI False) (U1 :: -> ) :+: C1 (MetaCons "Widowed" PrefixI False) (U1 :: -> )) :+: (C1 (MetaCons "MarriedSpouseAbsent" PrefixI False) (U1 :: -> ) :+: C1 (MetaCons "MarriedAFSpouse" PrefixI False) (U1 :: -> *))))

data Occupation #

Constructors

TechSupport
CraftRepair
OtherService
Sales
ExecManagerial
ProfSpecialty
HandlersCleaners
MachineOpInspct
AdmClerical
FarmingFishing
TransportMoving
PrivHouseServ
ProtectiveServ
ArmedForces

Instances

Eq Occupation #
Instance details Defined in Numeric.Datasets.Adult Methods (==) :: Occupation -> Occupation -> Bool # (/=) :: Occupation -> Occupation -> Bool #
Read Occupation #
Instance details Defined in Numeric.Datasets.Adult Methods readsPrec :: Int -> ReadS Occupation # readList :: ReadS [Occupation] # readPrec :: ReadPrec Occupation # readListPrec :: ReadPrec [Occupation] #
Show Occupation #
Instance details Defined in Numeric.Datasets.Adult Methods showsPrec :: Int -> Occupation -> ShowS # show :: Occupation -> String # showList :: [Occupation] -> ShowS #
Generic Occupation #
Instance details Defined in Numeric.Datasets.Adult Associated Types type Rep Occupation :: * -> * # Methods from :: Occupation -> Rep Occupation x # to :: Rep Occupation x -> Occupation #
FromField Occupation #
Instance details Defined in Numeric.Datasets.Adult Methods parseField :: Field -> Parser Occupation #
type Rep Occupation #
Instance details Defined in Numeric.Datasets.Adult type Rep Occupation = D1 (MetaData "Occupation" "Numeric.Datasets.Adult" "datasets-0.2.5-F3y7JAQti4kIAC5dDzF1SD" False) (((C1 (MetaCons "TechSupport" PrefixI False) (U1 :: * -> ) :+: (C1 (MetaCons "CraftRepair" PrefixI False) (U1 :: -> ) :+: C1 (MetaCons "OtherService" PrefixI False) (U1 :: -> ))) :+: ((C1 (MetaCons "Sales" PrefixI False) (U1 :: -> ) :+: C1 (MetaCons "ExecManagerial" PrefixI False) (U1 :: -> )) :+: (C1 (MetaCons "ProfSpecialty" PrefixI False) (U1 :: -> ) :+: C1 (MetaCons "HandlersCleaners" PrefixI False) (U1 :: -> )))) :+: ((C1 (MetaCons "MachineOpInspct" PrefixI False) (U1 :: -> ) :+: (C1 (MetaCons "AdmClerical" PrefixI False) (U1 :: -> ) :+: C1 (MetaCons "FarmingFishing" PrefixI False) (U1 :: -> ))) :+: ((C1 (MetaCons "TransportMoving" PrefixI False) (U1 :: -> ) :+: C1 (MetaCons "PrivHouseServ" PrefixI False) (U1 :: -> )) :+: (C1 (MetaCons "ProtectiveServ" PrefixI False) (U1 :: -> ) :+: C1 (MetaCons "ArmedForces" PrefixI False) (U1 :: -> *)))))

data Relationship #

Constructors

Wife
OwnChild
Husband
NotInFamily
OtherRelative
Unmarried

Instances

Eq Relationship #
Instance details Defined in Numeric.Datasets.Adult Methods (==) :: Relationship -> Relationship -> Bool # (/=) :: Relationship -> Relationship -> Bool #
Read Relationship #
Instance details Defined in Numeric.Datasets.Adult Methods readsPrec :: Int -> ReadS Relationship # readList :: ReadS [Relationship] # readPrec :: ReadPrec Relationship # readListPrec :: ReadPrec [Relationship] #
Show Relationship #
Instance details Defined in Numeric.Datasets.Adult Methods showsPrec :: Int -> Relationship -> ShowS # show :: Relationship -> String # showList :: [Relationship] -> ShowS #
Generic Relationship #
Instance details Defined in Numeric.Datasets.Adult Associated Types type Rep Relationship :: * -> * # Methods from :: Relationship -> Rep Relationship x # to :: Rep Relationship x -> Relationship #
FromField Relationship #
Instance details Defined in Numeric.Datasets.Adult Methods parseField :: Field -> Parser Relationship #
type Rep Relationship #
Instance details Defined in Numeric.Datasets.Adult type Rep Relationship = D1 (MetaData "Relationship" "Numeric.Datasets.Adult" "datasets-0.2.5-F3y7JAQti4kIAC5dDzF1SD" False) ((C1 (MetaCons "Wife" PrefixI False) (U1 :: * -> ) :+: (C1 (MetaCons "OwnChild" PrefixI False) (U1 :: -> ) :+: C1 (MetaCons "Husband" PrefixI False) (U1 :: -> ))) :+: (C1 (MetaCons "NotInFamily" PrefixI False) (U1 :: -> ) :+: (C1 (MetaCons "OtherRelative" PrefixI False) (U1 :: -> ) :+: C1 (MetaCons "Unmarried" PrefixI False) (U1 :: -> *))))

data Race #

Constructors

White
AsianPacIslander
AmerIndianEskimo
Other
Black

Instances

Eq Race #
Instance details Defined in Numeric.Datasets.Adult Methods (==) :: Race -> Race -> Bool # (/=) :: Race -> Race -> Bool #
Read Race #
Instance details Defined in Numeric.Datasets.Adult Methods readsPrec :: Int -> ReadS Race # readList :: ReadS [Race] # readPrec :: ReadPrec Race # readListPrec :: ReadPrec [Race] #
Show Race #
Instance details Defined in Numeric.Datasets.Adult Methods showsPrec :: Int -> Race -> ShowS # show :: Race -> String # showList :: [Race] -> ShowS #
Generic Race #
Instance details Defined in Numeric.Datasets.Adult Associated Types type Rep Race :: * -> * # Methods from :: Race -> Rep Race x # to :: Rep Race x -> Race #
FromField Race #
Instance details Defined in Numeric.Datasets.Adult Methods parseField :: Field -> Parser Race #
type Rep Race #
Instance details Defined in Numeric.Datasets.Adult type Rep Race = D1 (MetaData "Race" "Numeric.Datasets.Adult" "datasets-0.2.5-F3y7JAQti4kIAC5dDzF1SD" False) ((C1 (MetaCons "White" PrefixI False) (U1 :: * -> ) :+: C1 (MetaCons "AsianPacIslander" PrefixI False) (U1 :: -> )) :+: (C1 (MetaCons "AmerIndianEskimo" PrefixI False) (U1 :: -> ) :+: (C1 (MetaCons "Other" PrefixI False) (U1 :: -> ) :+: C1 (MetaCons "Black" PrefixI False) (U1 :: -> *))))

data Sex #

Constructors

Female
Male

Instances

Eq Sex #
Instance details Defined in Numeric.Datasets.Adult Methods (==) :: Sex -> Sex -> Bool # (/=) :: Sex -> Sex -> Bool #
Read Sex #
Instance details Defined in Numeric.Datasets.Adult Methods readsPrec :: Int -> ReadS Sex # readList :: ReadS [Sex] # readPrec :: ReadPrec Sex # readListPrec :: ReadPrec [Sex] #
Show Sex #
Instance details Defined in Numeric.Datasets.Adult Methods showsPrec :: Int -> Sex -> ShowS # show :: Sex -> String # showList :: [Sex] -> ShowS #
Generic Sex #
Instance details Defined in Numeric.Datasets.Adult Associated Types type Rep Sex :: * -> * # Methods from :: Sex -> Rep Sex x # to :: Rep Sex x -> Sex #
FromField Sex #
Instance details Defined in Numeric.Datasets.Adult Methods parseField :: Field -> Parser Sex #
type Rep Sex #
Instance details Defined in Numeric.Datasets.Adult type Rep Sex = D1 (MetaData "Sex" "Numeric.Datasets.Adult" "datasets-0.2.5-F3y7JAQti4kIAC5dDzF1SD" False) (C1 (MetaCons "Female" PrefixI False) (U1 :: * -> ) :+: C1 (MetaCons "Male" PrefixI False) (U1 :: -> *))

data Income #

Constructors

GT50K
LE50K

Instances

Eq Income #
Instance details Defined in Numeric.Datasets.Adult Methods (==) :: Income -> Income -> Bool # (/=) :: Income -> Income -> Bool #
Read Income #
Instance details Defined in Numeric.Datasets.Adult Methods readsPrec :: Int -> ReadS Income # readList :: ReadS [Income] # readPrec :: ReadPrec Income # readListPrec :: ReadPrec [Income] #
Show Income #
Instance details Defined in Numeric.Datasets.Adult Methods showsPrec :: Int -> Income -> ShowS # show :: Income -> String # showList :: [Income] -> ShowS #
Generic Income #
Instance details Defined in Numeric.Datasets.Adult Associated Types type Rep Income :: * -> * # Methods from :: Income -> Rep Income x # to :: Rep Income x -> Income #
FromField Income #
Instance details Defined in Numeric.Datasets.Adult Methods parseField :: Field -> Parser Income #
type Rep Income #
Instance details Defined in Numeric.Datasets.Adult type Rep Income = D1 (MetaData "Income" "Numeric.Datasets.Adult" "datasets-0.2.5-F3y7JAQti4kIAC5dDzF1SD" False) (C1 (MetaCons "GT50K" PrefixI False) (U1 :: * -> ) :+: C1 (MetaCons "LE50K" PrefixI False) (U1 :: -> *))

data Adult #

Constructors

Adult
Fields age :: Int workClass :: Maybe WorkClass finalWeight :: Int education :: Text educationNum :: Int maritalStatus :: MaritalStatus occupation :: Maybe Occupation relationship :: Relationship race :: Race sex :: Sex capitalGain :: Int capitalLoss :: Int hoursPerWeek :: Int nativeCountry :: Text income :: Income

Instances

Read Adult #
Instance details Defined in Numeric.Datasets.Adult Methods readsPrec :: Int -> ReadS Adult # readList :: ReadS [Adult] # readPrec :: ReadPrec Adult # readListPrec :: ReadPrec [Adult] #
Show Adult #
Instance details Defined in Numeric.Datasets.Adult Methods showsPrec :: Int -> Adult -> ShowS # show :: Adult -> String # showList :: [Adult] -> ShowS #
Generic Adult #
Instance details Defined in Numeric.Datasets.Adult Associated Types type Rep Adult :: * -> * # Methods from :: Adult -> Rep Adult x # to :: Rep Adult x -> Adult #
FromRecord Adult #
Instance details Defined in Numeric.Datasets.Adult Methods parseRecord :: Record -> Parser Adult #
type Rep Adult #
Instance details Defined in Numeric.Datasets.Adult type Rep Adult = D1 (MetaData "Adult" "Numeric.Datasets.Adult" "datasets-0.2.5-F3y7JAQti4kIAC5dDzF1SD" False) (C1 (MetaCons "Adult" PrefixI True) (((S1 (MetaSel (Just "age") NoSourceUnpackedness NoSourceStrictness DecidedLazy) (Rec0 Int) :: (S1 (MetaSel (Just "workClass") NoSourceUnpackedness NoSourceStrictness DecidedLazy) (Rec0 (Maybe WorkClass)) :: S1 (MetaSel (Just "finalWeight") NoSourceUnpackedness NoSourceStrictness DecidedLazy) (Rec0 Int))) :: ((S1 (MetaSel (Just "education") NoSourceUnpackedness NoSourceStrictness DecidedLazy) (Rec0 Text) :: S1 (MetaSel (Just "educationNum") NoSourceUnpackedness NoSourceStrictness DecidedLazy) (Rec0 Int)) :: (S1 (MetaSel (Just "maritalStatus") NoSourceUnpackedness NoSourceStrictness DecidedLazy) (Rec0 MaritalStatus) :: S1 (MetaSel (Just "occupation") NoSourceUnpackedness NoSourceStrictness DecidedLazy) (Rec0 (Maybe Occupation))))) :: (((S1 (MetaSel (Just "relationship") NoSourceUnpackedness NoSourceStrictness DecidedLazy) (Rec0 Relationship) :: S1 (MetaSel (Just "race") NoSourceUnpackedness NoSourceStrictness DecidedLazy) (Rec0 Race)) :: (S1 (MetaSel (Just "sex") NoSourceUnpackedness NoSourceStrictness DecidedLazy) (Rec0 Sex) :: S1 (MetaSel (Just "capitalGain") NoSourceUnpackedness NoSourceStrictness DecidedLazy) (Rec0 Int))) :: ((S1 (MetaSel (Just "capitalLoss") NoSourceUnpackedness NoSourceStrictness DecidedLazy) (Rec0 Int) :: S1 (MetaSel (Just "hoursPerWeek") NoSourceUnpackedness NoSourceStrictness DecidedLazy) (Rec0 Int)) :: (S1 (MetaSel (Just "nativeCountry") NoSourceUnpackedness NoSourceStrictness DecidedLazy) (Rec0 Text) :: S1 (MetaSel (Just "income") NoSourceUnpackedness NoSourceStrictness DecidedLazy) (Rec0 Income))))))

adult :: Dataset Adult #

adultTestSet :: Dataset Adult #