Use case on the boston dataset

Dataset boston

Machine Learning Task: Regression

This is the Boston house-price data database. It contains such information as per capita crime rate by town, the proportion of non-retail business acres per town, the average number of rooms per dwelling.

Available at OpenML: https://openml.org/d/531

Category: Real Estate

# Rows: 506 # Columns: 13

Target: MEDV

Features

Numeric: CRIM, ZN, INDUS, NOX, RM, AGE, DIS, TAX, PTRATIO, B, LSTAT

Nominal: CHAS, RAD