experiments/metadata/ames-housing.json
{
"source": "https://www.openml.org/d/41211",
"dataset_name": "ames-housing",
"dataset_type": "regression",
"local_file": "ames-housing.csv",
"candidate_dists": [
"exponential",
"gamma",
"invgamma",
"normal"
],
"dist": "invgamma",
"target": "Sale_Price",
"numeric": [
"Lot_Frontage",
"Lot_Area",
"Year_Built",
"Year_Remod_Add",
"Mas_Vnr_Area",
"BsmtFin_SF_1",
"BsmtFin_SF_2",
"Bsmt_Unf_SF",
"Total_Bsmt_SF",
"First_Flr_SF",
"Second_Flr_SF",
"Low_Qual_Fin_SF",
"Gr_Liv_Area",
"Bsmt_Full_Bath",
"Bsmt_Half_Bath",
"Full_Bath",
"Half_Bath",
"Bedroom_AbvGr",
"Kitchen_AbvGr",
"TotRms_AbvGrd",
"Fireplaces",
"Garage_Cars",
"Garage_Area",
"Wood_Deck_SF",
"Open_Porch_SF",
"Enclosed_Porch",
"Three_season_porch",
"Screen_Porch",
"Pool_Area",
"Misc_Val",
"Mo_Sold",
"Year_Sold",
"Longitude",
"Latitude"
],
"nominal": [
"MS_SubClass",
"MS_Zoning",
"Street",
"Alley",
"Lot_Shape",
"Land_Contour",
"Utilities",
"Lot_Config",
"Land_Slope",
"Neighborhood",
"Condition_1",
"Condition_2",
"Bldg_Type",
"House_Style",
"Overall_Qual",
"Overall_Cond",
"Roof_Style",
"Roof_Matl",
"Exterior_1st",
"Exterior_2nd",
"Mas_Vnr_Type",
"Exter_Qual",
"Exter_Cond",
"Foundation",
"Bsmt_Qual",
"Bsmt_Cond",
"Bsmt_Exposure",
"BsmtFin_Type_1",
"BsmtFin_Type_2",
"Heating",
"Heating_QC",
"Central_Air",
"Electrical",
"Kitchen_Qual",
"Functional",
"Fireplace_Qu",
"Garage_Type",
"Garage_Finish",
"Garage_Qual",
"Garage_Cond",
"Paved_Drive",
"Pool_QC",
"Fence",
"Misc_Feature",
"Sale_Type",
"Sale_Condition"
]
}