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

Methods

readsPrec :: Int -> ReadS BostonHousing

readList :: ReadS [BostonHousing]

readPrec :: ReadPrec BostonHousing

readListPrec :: ReadPrec [BostonHousing]

Show BostonHousing

Methods

showsPrec :: Int -> BostonHousing -> ShowS

show :: BostonHousing -> String

showList :: [BostonHousing] -> ShowS

Generic BostonHousing

Associated Types

type Rep BostonHousing :: * -> *

Methods

from :: BostonHousing -> Rep BostonHousing x

to :: Rep BostonHousing x -> BostonHousing

FromRecord BostonHousing

Methods

parseRecord :: Record -> Parser BostonHousing

type Rep BostonHousing

type Rep BostonHousing = D1 (MetaData "BostonHousing" "Numeric.Datasets.BostonHousing" "datasets-0.2.4-1RlCefmNd5TAOuaQDrhK4l" 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