kc_housing {mlr3data}

House Sales in King County

Description

Regression task to predict house sale prices for King County, including Seattle, between May 2014 and May 2015.

Contains 19 features and 21613 observations. Target column is "price".

Pre-processing

• Id column has been removed.

• Dates in column "date" have been converted from strings to POSIXct.

• Values 0 in feature "yr_renovated" have been replaced with NA.

• Values 0 in feature "sqft_basement" have been replaced with NA.

• Feature "waterfront" has been converted to logical.

Source

https://www.kaggle.com/harlfoxem/housesalesprediction

Examples

data("kc_housing", package = "mlr3data")
str(kc_housing)