/*************************************************************/ /* HOUSES Dataset Alex Dekhtyar */ /* */ /* October 7, 2010 */ /*************************************************************/ README File Dataset Description. HOUSES dataset is a simple dataset used for supervised learning/classification tasks. This dataset describes a number of houses on the market in San Luis Obispo county. The protagonists of the dataset are a certain family searching for a house. The intended category variable in this dataset is whether the family visited the house during their search. Dataset Fields. The HOUSES dataset contains the following fields: Id: unique Id of each tuple. Not used in classification tasks Bedrooms: number of bedrooms in the house. Values: {3, 4, 5} Basement: flag indicating whether the house has a basement. Values: {Yes, No} Floorplan: type of a floorplan. Values: {open, traditional} Location: location of the house in the county. Values: {SLO, South County, North County} Visited: indicator of whether or not, the house was visited by the prospective buyers. Values: {Yes, No}. Intended category variable: Visited. /* --------------------------------------------------------------------- */