Numeric.Datasets.BostonHousing

BostonHousing Data set

scikit-learn calls this "boston" and UCI calls it Housing

UCI ML Repository link http://mlr.cs.umass.edu/ml/datasets/housing

Documentation

data BostonHousing

Constructors

BostonHousing

Fields

• crimeRate :: Double
• zoned :: Double
• industrial :: Double
• charlesRiver :: Bool
• nitricOxides :: Double
• rooms :: Double
• age :: Double
• distance :: Double
• radialHwy :: Double
• tax :: Double
• ptRatio :: Double
• b :: Double
• lowerStatus :: Double
• medianValue :: Double

Instances

Read BostonHousing

Defined in Numeric.Datasets.BostonHousing

Methods

readsPrec :: Int -> ReadS BostonHousing

readList :: ReadS [BostonHousing]

readPrec :: ReadPrec BostonHousing

readListPrec :: ReadPrec [BostonHousing]

Show BostonHousing

Defined in Numeric.Datasets.BostonHousing

Methods

showsPrec :: Int -> BostonHousing -> ShowS

show :: BostonHousing -> String

showList :: [BostonHousing] -> ShowS

Generic BostonHousing

Defined in Numeric.Datasets.BostonHousing

Associated Types

type Rep BostonHousing :: Type -> Type

Methods

from :: BostonHousing -> Rep BostonHousing x

to :: Rep BostonHousing x -> BostonHousing

FromRecord BostonHousing

Defined in Numeric.Datasets.BostonHousing

Methods

parseRecord :: Record -> Parser BostonHousing

type Rep BostonHousing

Defined in Numeric.Datasets.BostonHousing

type Rep BostonHousing = D1 (MetaData "BostonHousing" "Numeric.Datasets.BostonHousing" "datasets-0.3.0-7Z79tuLu7Qn9R081MfsFat" False) (C1 (MetaCons "BostonHousing" PrefixI True) (((S1 (MetaSel (Just "crimeRate") NoSourceUnpackedness NoSourceStrictness DecidedLazy) (Rec0 Double) :*: (S1 (MetaSel (Just "zoned") NoSourceUnpackedness NoSourceStrictness DecidedLazy) (Rec0 Double) :*: S1 (MetaSel (Just "industrial") NoSourceUnpackedness NoSourceStrictness DecidedLazy) (Rec0 Double))) :*: ((S1 (MetaSel (Just "charlesRiver") NoSourceUnpackedness NoSourceStrictness DecidedLazy) (Rec0 Bool) :*: S1 (MetaSel (Just "nitricOxides") NoSourceUnpackedness NoSourceStrictness DecidedLazy) (Rec0 Double)) :*: (S1 (MetaSel (Just "rooms") NoSourceUnpackedness NoSourceStrictness DecidedLazy) (Rec0 Double) :*: S1 (MetaSel (Just "age") NoSourceUnpackedness NoSourceStrictness DecidedLazy) (Rec0 Double)))) :*: ((S1 (MetaSel (Just "distance") NoSourceUnpackedness NoSourceStrictness DecidedLazy) (Rec0 Double) :*: (S1 (MetaSel (Just "radialHwy") NoSourceUnpackedness NoSourceStrictness DecidedLazy) (Rec0 Double) :*: S1 (MetaSel (Just "tax") NoSourceUnpackedness NoSourceStrictness DecidedLazy) (Rec0 Double))) :*: ((S1 (MetaSel (Just "ptRatio") NoSourceUnpackedness NoSourceStrictness DecidedLazy) (Rec0 Double) :*: S1 (MetaSel (Just "b") NoSourceUnpackedness NoSourceStrictness DecidedLazy) (Rec0 Double)) :*: (S1 (MetaSel (Just "lowerStatus") NoSourceUnpackedness NoSourceStrictness DecidedLazy) (Rec0 Double) :*: S1 (MetaSel (Just "medianValue") NoSourceUnpackedness NoSourceStrictness DecidedLazy) (Rec0 Double))))))

bostonHousing :: Dataset Http BostonHousing