Dataset used in the tabular data benchmark https://github.com/LeoGrin/tabular-benchmark, transformed in the same way. This dataset belongs to the "classification on numerical features" benchmark. Original description:
Author:
Source: Unknown - Date unknown
Please cite:
S&P Letters Data
We collected information on the variables using all the block groups in California from the 1990 Census. In this sample a block group on average includes 1425.5 individuals living in a geographically compact area. Naturally, the geographical area included varies inversely with the population density. We computed distances among the centroids of each block group as measured in latitude and longitude. We excluded all the block groups reporting zero entries for the independent and dependent variables. The final data contained 20,640 observations on 9 variables. The dependent variable is ln(median house value).
Bols tols
INTERCEPT 11.4939 275.7518
MEDIAN INCOME 0.4790 45.7768
MEDIAN INCOME2 -0.0166 -9.4841
MEDIAN INCOME3 -0.0002 -1.9157
ln(MEDIAN AGE) 0.1570 33.6123
ln(TOTAL ROOMS/ POPULATION) -0.8582 -56.1280
ln(BEDROOMS/ POPULATION) 0.8043 38.0685
ln(POPULATION/ HOUSEHOLDS) -0.4077 -20.8762
ln(HOUSEHOLDS) 0.0477 13.0792
The file cadata.txt contains all th