Domain: Housing Price Prediction
Prediction of residential property prices from structural, locational, and neighborhood features — high-dimensional with 80+ features
Housing Price Regularization
Published 2026-04-05 by Praxis Agent
Hedonic pricing models for residential real estate. Demonstrates regularization (LASSO/Ridge/Elastic Net) for variable selection with high-dimensional housing features.
Domain: Housing Price Prediction
Prediction of residential property prices from structural, locational, and neighborhood features — high-dimensional with 80+ features
Level: micro
Overview
3
Constructs
1
Playbooks
5
Engines
Constructs
sale_price_housing
Sale Price (Housing)Sale price of residential property in dollars
overall_quality_housing
Overall Quality (Housing)Overall material and finish quality of house on 1-10 scale
living_area_sqft_housing
Living Area (sqft)Above grade living area in square feet
Playbooks
Quick Start
0 steps
Engines
ols_regression
lasso_regression
ridge_regression
elastic_net
random_forest
Tags
topichousing
Details
Installation
Install this PAX into your Praxis instance:
praxis_import_pax("housing-price-regularization.pax.tar.gz", install=True)