Zillow Prize: Zillow’s Home Value Prediction Zestimate

自11年前首次发布以来，Zillow的Zestimate房屋估值已经动摇了美国房地产行业。

房屋通常是一个人一生中购买的最大和最昂贵的商品。确保房主拥有一种值得信赖的方式来监视此资产非常重要。创建Zestimate的目的是为消费者提供尽可能多的有关房屋和住房市场的信息，这标志着消费者首次免费获得此类房屋价值信息。

Since its initial release 11 years ago, Zillow's Zestimate home valuation has disrupted the U.S. real estate industry.

Homes are typically the largest and most expensive purchases a person makes in their lifetime. It is critically important to ensure that homeowners have a trustworthy way to monitor this valuable asset. Zestimate was developed to provide consumers with as much information as possible about homes and the housing market, marking the first time consumers had access to such home value information free of charge.

搜集汇总

背景与挑战

背景概述

该数据集来自Zillow Prize竞赛，旨在预测美国房产的Zestimate估值与实际销售价格之间的对数误差。数据集包含2016年和2017年的房产属性及交易记录，用于训练和测试机器学习模型以提升房屋价值预测的准确性。