Numeric.Datasets.Adult

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

Methods

(==) :: WorkClass -> WorkClass -> Bool

(/=) :: WorkClass -> WorkClass -> Bool

Read WorkClass

Methods

readsPrec :: Int -> ReadS WorkClass

readList :: ReadS [WorkClass]

readPrec :: ReadPrec WorkClass

readListPrec :: ReadPrec [WorkClass]

Show WorkClass

Methods

showsPrec :: Int -> WorkClass -> ShowS

show :: WorkClass -> String

showList :: [WorkClass] -> ShowS

Generic WorkClass

Associated Types

type Rep WorkClass :: * -> *

Methods

from :: WorkClass -> Rep WorkClass x

to :: Rep WorkClass x -> WorkClass

FromField WorkClass

Methods

parseField :: Field -> Parser WorkClass

type Rep WorkClass

type Rep WorkClass = D1 (MetaData "WorkClass" "Numeric.Datasets.Adult" "datasets-0.2.5-LWSxuZAAkITE1YdK0QbnUi" 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

Methods

(==) :: MaritalStatus -> MaritalStatus -> Bool

(/=) :: MaritalStatus -> MaritalStatus -> Bool

Read MaritalStatus

Methods

readsPrec :: Int -> ReadS MaritalStatus

readList :: ReadS [MaritalStatus]

readPrec :: ReadPrec MaritalStatus

readListPrec :: ReadPrec [MaritalStatus]

Show MaritalStatus

Methods

showsPrec :: Int -> MaritalStatus -> ShowS

show :: MaritalStatus -> String

showList :: [MaritalStatus] -> ShowS

Generic MaritalStatus

Associated Types

type Rep MaritalStatus :: * -> *

Methods

from :: MaritalStatus -> Rep MaritalStatus x

to :: Rep MaritalStatus x -> MaritalStatus

FromField MaritalStatus

Methods

parseField :: Field -> Parser MaritalStatus

type Rep MaritalStatus

type Rep MaritalStatus = D1 (MetaData "MaritalStatus" "Numeric.Datasets.Adult" "datasets-0.2.5-LWSxuZAAkITE1YdK0QbnUi" 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

Methods

(==) :: Occupation -> Occupation -> Bool

(/=) :: Occupation -> Occupation -> Bool

Read Occupation

Methods

readsPrec :: Int -> ReadS Occupation

readList :: ReadS [Occupation]

readPrec :: ReadPrec Occupation

readListPrec :: ReadPrec [Occupation]

Show Occupation

Methods

showsPrec :: Int -> Occupation -> ShowS

show :: Occupation -> String

showList :: [Occupation] -> ShowS

Generic Occupation

Associated Types

type Rep Occupation :: * -> *

Methods

from :: Occupation -> Rep Occupation x

to :: Rep Occupation x -> Occupation

FromField Occupation

Methods

parseField :: Field -> Parser Occupation

type Rep Occupation

type Rep Occupation = D1 (MetaData "Occupation" "Numeric.Datasets.Adult" "datasets-0.2.5-LWSxuZAAkITE1YdK0QbnUi" 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

Methods

(==) :: Relationship -> Relationship -> Bool

(/=) :: Relationship -> Relationship -> Bool

Read Relationship

Methods

readsPrec :: Int -> ReadS Relationship

readList :: ReadS [Relationship]

readPrec :: ReadPrec Relationship

readListPrec :: ReadPrec [Relationship]

Show Relationship

Methods

showsPrec :: Int -> Relationship -> ShowS

show :: Relationship -> String

showList :: [Relationship] -> ShowS

Generic Relationship

Associated Types

type Rep Relationship :: * -> *

Methods

from :: Relationship -> Rep Relationship x

to :: Rep Relationship x -> Relationship

FromField Relationship

Methods

parseField :: Field -> Parser Relationship

type Rep Relationship

type Rep Relationship = D1 (MetaData "Relationship" "Numeric.Datasets.Adult" "datasets-0.2.5-LWSxuZAAkITE1YdK0QbnUi" 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

Methods

(==) :: Race -> Race -> Bool

(/=) :: Race -> Race -> Bool

Read Race

Methods

readsPrec :: Int -> ReadS Race

readList :: ReadS [Race]

readPrec :: ReadPrec Race

readListPrec :: ReadPrec [Race]

Show Race

Methods

showsPrec :: Int -> Race -> ShowS

show :: Race -> String

showList :: [Race] -> ShowS

Generic Race

Associated Types

type Rep Race :: * -> *

Methods

from :: Race -> Rep Race x

to :: Rep Race x -> Race

FromField Race

Methods

parseField :: Field -> Parser Race

type Rep Race

type Rep Race = D1 (MetaData "Race" "Numeric.Datasets.Adult" "datasets-0.2.5-LWSxuZAAkITE1YdK0QbnUi" 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

Methods

(==) :: Sex -> Sex -> Bool

(/=) :: Sex -> Sex -> Bool

Read Sex

Methods

readsPrec :: Int -> ReadS Sex

readList :: ReadS [Sex]

readPrec :: ReadPrec Sex

readListPrec :: ReadPrec [Sex]

Show Sex

Methods

showsPrec :: Int -> Sex -> ShowS

show :: Sex -> String

showList :: [Sex] -> ShowS

Generic Sex

Associated Types

type Rep Sex :: * -> *

Methods

from :: Sex -> Rep Sex x

to :: Rep Sex x -> Sex

FromField Sex

Methods

parseField :: Field -> Parser Sex

type Rep Sex

type Rep Sex = D1 (MetaData "Sex" "Numeric.Datasets.Adult" "datasets-0.2.5-LWSxuZAAkITE1YdK0QbnUi" False) ((:+:) (C1 (MetaCons "Female" PrefixI False) U1) (C1 (MetaCons "Male" PrefixI False) U1))

data Income

Constructors

GT50K

LE50K

Instances

Eq Income

Methods

(==) :: Income -> Income -> Bool

(/=) :: Income -> Income -> Bool

Read Income

Methods

readsPrec :: Int -> ReadS Income

readList :: ReadS [Income]

readPrec :: ReadPrec Income

readListPrec :: ReadPrec [Income]

Show Income

Methods

showsPrec :: Int -> Income -> ShowS

show :: Income -> String

showList :: [Income] -> ShowS

Generic Income

Associated Types

type Rep Income :: * -> *

Methods

from :: Income -> Rep Income x

to :: Rep Income x -> Income

FromField Income

Methods

parseField :: Field -> Parser Income

type Rep Income

type Rep Income = D1 (MetaData "Income" "Numeric.Datasets.Adult" "datasets-0.2.5-LWSxuZAAkITE1YdK0QbnUi" 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

Methods

readsPrec :: Int -> ReadS Adult

readList :: ReadS [Adult]

readPrec :: ReadPrec Adult

readListPrec :: ReadPrec [Adult]

Show Adult

Methods

showsPrec :: Int -> Adult -> ShowS

show :: Adult -> String

showList :: [Adult] -> ShowS

Generic Adult

Associated Types

type Rep Adult :: * -> *

Methods

from :: Adult -> Rep Adult x

to :: Rep Adult x -> Adult

FromRecord Adult

Methods

parseRecord :: Record -> Parser Adult

type Rep Adult

type Rep Adult = D1 (MetaData "Adult" "Numeric.Datasets.Adult" "datasets-0.2.5-LWSxuZAAkITE1YdK0QbnUi" 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

adultTestSet :: Dataset Adult