Safe Haskell	None
Language	Haskell98

Numeric.Datasets.BostonHousing

Description

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 Source #

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 Source #
Methods readsPrec :: Int -> ReadS BostonHousing # readList :: ReadS [BostonHousing] # readPrec :: ReadPrec BostonHousing # readListPrec :: ReadPrec [BostonHousing] #
Show BostonHousing Source #
Methods showsPrec :: Int -> BostonHousing -> ShowS # show :: BostonHousing -> String # showList :: [BostonHousing] -> ShowS #
Generic BostonHousing Source #
Associated Types type Rep BostonHousing :: * -> * # Methods from :: BostonHousing -> Rep BostonHousing x # to :: Rep BostonHousing x -> BostonHousing #
FromRecord BostonHousing Source #
Methods parseRecord :: Record -> Parser BostonHousing #
type Rep BostonHousing Source #
type Rep BostonHousing = D1 (MetaData "BostonHousing" "Numeric.Datasets.BostonHousing" "datasets-0.2.0.2-6wsEmIvFnBS7U5gabbxpUf" False) (C1 (MetaCons "BostonHousing" PrefixI True) ((::) ((::) ((::) (S1 (MetaSel (Just Symbol "crimeRate") NoSourceUnpackedness NoSourceStrictness DecidedLazy) (Rec0 Double)) ((::) (S1 (MetaSel (Just Symbol "zoned") NoSourceUnpackedness NoSourceStrictness DecidedLazy) (Rec0 Double)) (S1 (MetaSel (Just Symbol "industrial") NoSourceUnpackedness NoSourceStrictness DecidedLazy) (Rec0 Double)))) ((::) ((::) (S1 (MetaSel (Just Symbol "charlesRiver") NoSourceUnpackedness NoSourceStrictness DecidedLazy) (Rec0 Bool)) (S1 (MetaSel (Just Symbol "nitricOxides") NoSourceUnpackedness NoSourceStrictness DecidedLazy) (Rec0 Double))) ((::) (S1 (MetaSel (Just Symbol "rooms") NoSourceUnpackedness NoSourceStrictness DecidedLazy) (Rec0 Double)) (S1 (MetaSel (Just Symbol "age") NoSourceUnpackedness NoSourceStrictness DecidedLazy) (Rec0 Double))))) ((::) ((::) (S1 (MetaSel (Just Symbol "distance") NoSourceUnpackedness NoSourceStrictness DecidedLazy) (Rec0 Double)) ((::) (S1 (MetaSel (Just Symbol "radialHwy") NoSourceUnpackedness NoSourceStrictness DecidedLazy) (Rec0 Double)) (S1 (MetaSel (Just Symbol "tax") NoSourceUnpackedness NoSourceStrictness DecidedLazy) (Rec0 Double)))) ((::) ((::) (S1 (MetaSel (Just Symbol "ptRatio") NoSourceUnpackedness NoSourceStrictness DecidedLazy) (Rec0 Double)) (S1 (MetaSel (Just Symbol "b") NoSourceUnpackedness NoSourceStrictness DecidedLazy) (Rec0 Double))) ((:*:) (S1 (MetaSel (Just Symbol "lowerStatus") NoSourceUnpackedness NoSourceStrictness DecidedLazy) (Rec0 Double)) (S1 (MetaSel (Just Symbol "medianValue") NoSourceUnpackedness NoSourceStrictness DecidedLazy) (Rec0 Double)))))))

bostonHousing :: Dataset BostonHousing Source #