Safe Haskell	None
Language	Haskell98

Numeric.Datasets.Adult

Description

Adult (AKA Census Income) dataset.

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

Documentation

data WorkClass Source #

Constructors

Private
SelfEmpNotInc
SelfEmpInc
FederalGov
LocalGov
StateGov
WithoutPay
NeverWorked

Instances

Eq WorkClass Source #
Methods (==) :: WorkClass -> WorkClass -> Bool # (/=) :: WorkClass -> WorkClass -> Bool #
Read WorkClass Source #
Methods readsPrec :: Int -> ReadS WorkClass # readList :: ReadS [WorkClass] # readPrec :: ReadPrec WorkClass # readListPrec :: ReadPrec [WorkClass] #
Show WorkClass Source #
Methods showsPrec :: Int -> WorkClass -> ShowS # show :: WorkClass -> String # showList :: [WorkClass] -> ShowS #
Generic WorkClass Source #
Associated Types type Rep WorkClass :: * -> * # Methods from :: WorkClass -> Rep WorkClass x # to :: Rep WorkClass x -> WorkClass #
FromField WorkClass Source #
Methods parseField :: Field -> Parser WorkClass #
type Rep WorkClass Source #
type Rep WorkClass = D1 (MetaData "WorkClass" "Numeric.Datasets.Adult" "datasets-0.1.0-6oi1rn9uKTkBSFQrFwpqhF" 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 Source #

Constructors

MarriedCivSpouse
Divorced
NeverMarried
Separated
Widowed
MarriedSpouseAbsent
MarriedAFSpouse

Instances

Eq MaritalStatus Source #
Methods (==) :: MaritalStatus -> MaritalStatus -> Bool # (/=) :: MaritalStatus -> MaritalStatus -> Bool #
Read MaritalStatus Source #
Methods readsPrec :: Int -> ReadS MaritalStatus # readList :: ReadS [MaritalStatus] # readPrec :: ReadPrec MaritalStatus # readListPrec :: ReadPrec [MaritalStatus] #
Show MaritalStatus Source #
Methods showsPrec :: Int -> MaritalStatus -> ShowS # show :: MaritalStatus -> String # showList :: [MaritalStatus] -> ShowS #
Generic MaritalStatus Source #
Associated Types type Rep MaritalStatus :: * -> * # Methods from :: MaritalStatus -> Rep MaritalStatus x # to :: Rep MaritalStatus x -> MaritalStatus #
FromField MaritalStatus Source #
Methods parseField :: Field -> Parser MaritalStatus #
type Rep MaritalStatus Source #
type Rep MaritalStatus = D1 (MetaData "MaritalStatus" "Numeric.Datasets.Adult" "datasets-0.1.0-6oi1rn9uKTkBSFQrFwpqhF" 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 Source #

Constructors

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

Instances

Eq Occupation Source #
Methods (==) :: Occupation -> Occupation -> Bool # (/=) :: Occupation -> Occupation -> Bool #
Read Occupation Source #
Methods readsPrec :: Int -> ReadS Occupation # readList :: ReadS [Occupation] # readPrec :: ReadPrec Occupation # readListPrec :: ReadPrec [Occupation] #
Show Occupation Source #
Methods showsPrec :: Int -> Occupation -> ShowS # show :: Occupation -> String # showList :: [Occupation] -> ShowS #
Generic Occupation Source #
Associated Types type Rep Occupation :: * -> * # Methods from :: Occupation -> Rep Occupation x # to :: Rep Occupation x -> Occupation #
FromField Occupation Source #
Methods parseField :: Field -> Parser Occupation #
type Rep Occupation Source #
type Rep Occupation = D1 (MetaData "Occupation" "Numeric.Datasets.Adult" "datasets-0.1.0-6oi1rn9uKTkBSFQrFwpqhF" 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 Source #

Constructors

Wife
OwnChild
Husband
NotInFamily
OtherRelative
Unmarried

Instances

Eq Relationship Source #
Methods (==) :: Relationship -> Relationship -> Bool # (/=) :: Relationship -> Relationship -> Bool #
Read Relationship Source #
Methods readsPrec :: Int -> ReadS Relationship # readList :: ReadS [Relationship] # readPrec :: ReadPrec Relationship # readListPrec :: ReadPrec [Relationship] #
Show Relationship Source #
Methods showsPrec :: Int -> Relationship -> ShowS # show :: Relationship -> String # showList :: [Relationship] -> ShowS #
Generic Relationship Source #
Associated Types type Rep Relationship :: * -> * # Methods from :: Relationship -> Rep Relationship x # to :: Rep Relationship x -> Relationship #
FromField Relationship Source #
Methods parseField :: Field -> Parser Relationship #
type Rep Relationship Source #
type Rep Relationship = D1 (MetaData "Relationship" "Numeric.Datasets.Adult" "datasets-0.1.0-6oi1rn9uKTkBSFQrFwpqhF" 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 Source #

Constructors

White
AsianPacIslander
AmerIndianEskimo
Other
Black

Instances

Eq Race Source #
Methods (==) :: Race -> Race -> Bool # (/=) :: Race -> Race -> Bool #
Read Race Source #
Methods readsPrec :: Int -> ReadS Race # readList :: ReadS [Race] # readPrec :: ReadPrec Race # readListPrec :: ReadPrec [Race] #
Show Race Source #
Methods showsPrec :: Int -> Race -> ShowS # show :: Race -> String # showList :: [Race] -> ShowS #
Generic Race Source #
Associated Types type Rep Race :: * -> * # Methods from :: Race -> Rep Race x # to :: Rep Race x -> Race #
FromField Race Source #
Methods parseField :: Field -> Parser Race #
type Rep Race Source #
type Rep Race = D1 (MetaData "Race" "Numeric.Datasets.Adult" "datasets-0.1.0-6oi1rn9uKTkBSFQrFwpqhF" 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 Source #

Constructors

Female
Male

Instances

Eq Sex Source #
Methods (==) :: Sex -> Sex -> Bool # (/=) :: Sex -> Sex -> Bool #
Read Sex Source #
Methods readsPrec :: Int -> ReadS Sex # readList :: ReadS [Sex] # readPrec :: ReadPrec Sex # readListPrec :: ReadPrec [Sex] #
Show Sex Source #
Methods showsPrec :: Int -> Sex -> ShowS # show :: Sex -> String # showList :: [Sex] -> ShowS #
Generic Sex Source #
Associated Types type Rep Sex :: * -> * # Methods from :: Sex -> Rep Sex x # to :: Rep Sex x -> Sex #
FromField Sex Source #
Methods parseField :: Field -> Parser Sex #
type Rep Sex Source #
type Rep Sex = D1 (MetaData "Sex" "Numeric.Datasets.Adult" "datasets-0.1.0-6oi1rn9uKTkBSFQrFwpqhF" False) ((:+:) (C1 (MetaCons "Female" PrefixI False) U1) (C1 (MetaCons "Male" PrefixI False) U1))

data Income Source #

Constructors

GT50K
LE50K

Instances

Eq Income Source #
Methods (==) :: Income -> Income -> Bool # (/=) :: Income -> Income -> Bool #
Read Income Source #
Methods readsPrec :: Int -> ReadS Income # readList :: ReadS [Income] # readPrec :: ReadPrec Income # readListPrec :: ReadPrec [Income] #
Show Income Source #
Methods showsPrec :: Int -> Income -> ShowS # show :: Income -> String # showList :: [Income] -> ShowS #
Generic Income Source #
Associated Types type Rep Income :: * -> * # Methods from :: Income -> Rep Income x # to :: Rep Income x -> Income #
FromField Income Source #
Methods parseField :: Field -> Parser Income #
type Rep Income Source #
type Rep Income = D1 (MetaData "Income" "Numeric.Datasets.Adult" "datasets-0.1.0-6oi1rn9uKTkBSFQrFwpqhF" False) ((:+:) (C1 (MetaCons "GT50K" PrefixI False) U1) (C1 (MetaCons "LE50K" PrefixI False) U1))

data Adult Source #

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 Source #
Methods readsPrec :: Int -> ReadS Adult # readList :: ReadS [Adult] # readPrec :: ReadPrec Adult # readListPrec :: ReadPrec [Adult] #
Show Adult Source #
Methods showsPrec :: Int -> Adult -> ShowS # show :: Adult -> String # showList :: [Adult] -> ShowS #
Generic Adult Source #
Associated Types type Rep Adult :: * -> * # Methods from :: Adult -> Rep Adult x # to :: Rep Adult x -> Adult #
FromRecord Adult Source #
Methods parseRecord :: Record -> Parser Adult #
type Rep Adult Source #
type Rep Adult = D1 (MetaData "Adult" "Numeric.Datasets.Adult" "datasets-0.1.0-6oi1rn9uKTkBSFQrFwpqhF" False) (C1 (MetaCons "Adult" PrefixI True) ((::) ((::) ((::) (S1 (MetaSel (Just Symbol "age") NoSourceUnpackedness NoSourceStrictness DecidedLazy) (Rec0 Int)) ((::) (S1 (MetaSel (Just Symbol "workClass") NoSourceUnpackedness NoSourceStrictness DecidedLazy) (Rec0 (Maybe WorkClass))) (S1 (MetaSel (Just Symbol "finalWeight") NoSourceUnpackedness NoSourceStrictness DecidedLazy) (Rec0 Int)))) ((::) ((::) (S1 (MetaSel (Just Symbol "education") NoSourceUnpackedness NoSourceStrictness DecidedLazy) (Rec0 Text)) (S1 (MetaSel (Just Symbol "educationNum") NoSourceUnpackedness NoSourceStrictness DecidedLazy) (Rec0 Int))) ((::) (S1 (MetaSel (Just Symbol "maritalStatus") NoSourceUnpackedness NoSourceStrictness DecidedLazy) (Rec0 MaritalStatus)) (S1 (MetaSel (Just Symbol "occupation") NoSourceUnpackedness NoSourceStrictness DecidedLazy) (Rec0 (Maybe Occupation)))))) ((::) ((::) ((::) (S1 (MetaSel (Just Symbol "relationship") NoSourceUnpackedness NoSourceStrictness DecidedLazy) (Rec0 Relationship)) (S1 (MetaSel (Just Symbol "race") NoSourceUnpackedness NoSourceStrictness DecidedLazy) (Rec0 Race))) ((::) (S1 (MetaSel (Just Symbol "sex") NoSourceUnpackedness NoSourceStrictness DecidedLazy) (Rec0 Sex)) (S1 (MetaSel (Just Symbol "capitalGain") NoSourceUnpackedness NoSourceStrictness DecidedLazy) (Rec0 Int)))) ((::) ((::) (S1 (MetaSel (Just Symbol "capitalLoss") NoSourceUnpackedness NoSourceStrictness DecidedLazy) (Rec0 Int)) (S1 (MetaSel (Just Symbol "hoursPerWeek") NoSourceUnpackedness NoSourceStrictness DecidedLazy) (Rec0 Int))) ((::) (S1 (MetaSel (Just Symbol "nativeCountry") NoSourceUnpackedness NoSourceStrictness DecidedLazy) (Rec0 Text)) (S1 (MetaSel (Just Symbol "income") NoSourceUnpackedness NoSourceStrictness DecidedLazy) (Rec0 Income)))))))

adult :: Dataset Adult Source #

adultTestSet :: Dataset Adult Source #