此项目的数据集来自kaggle原始数据,未经过任何处理。该数据集统计了2006年至2010年波士顿个人住宅销售情况,包含2900多条观测数据(其中一半是训练数据,即我们的housedata.csv文件)。更多文档信息可以参考作者的文档(可以不看),以及项目附件data_description.txt文件(特征描述文件,一定要看)。 运行下面区域的代码以载入一些...
Something went wrong and this page crashed! If the issue persists, it's likely a problem on our side. Unexpected token '<', "<!doctype "... is not valid JSON SyntaxError: Unexpected token '<', "<!doctype "... is not valid JSON...
Developed advanced regression models to predict house prices using the Ames Housing dataset. Achieved a grade of 90% under Prof. Vered Aharonson and ranked 550th in the Kaggle competition. - NatanGrayman/Boston-Housing-Prices-Regression
:Creator:Harrison,D.andRubinfeld,D.L. ThisdatasetwastakenfromtheStatLiblibrarywhichismaintainedatCarnegieMellonUniversity. TheBostonhouse-pricedataofHarrison,D.andRubinfeld,D.L.'Hedonic pricesandthedemandforcleanair', J. Environ. Economics & Management, vol.5,81-102,1978.UsedinBelsley,Kuh&Welsch,'R...
数据来源:sklearn中的dataset 首先是数据可视化: 简单介绍一下属性规约 对于boston房价这个因变量受到13个自变量的影响,那么怎样才能找出对于boston房价影响比较大的因素,或者是去除对于boston房价影响影响比较小的因素呢?这里介绍几种比较常用的方法: 绘制单个自变量与因变量的散点图,以boston房价预测为例 ...
Machine-learning analysis for Boston housing dataset 来自 ResearchGate 喜欢 0 阅读量: 14 作者: A Ali 摘要: The data in this sheet retrieved and collected from Kaggle by Perera (2018) for Boston. Housing Dataset, which was derived from by U.S. Census Service concerning housing in the ...
房屋价格预测 艾姆斯住房数据集摘自kaggle竞赛。 该项目的目的是预测Boston Housing Dataset中房屋的房价。 提供了两个文件,即训练和测试,并且要估计测试数据的价格。 在这里,我已使用XGBoost进行预测。 感谢Krish Naik制作了这些精彩的视频,以帮助他们理解和实施房价预测。 稍后,我将添加探索性数据分析,并将XGBoost模型...
Kaggle is the world’s largest data science community with powerful tools and resources to help you achieve your data science goals.
Kaggle uses cookies from Google to deliver and enhance the quality of its services and to analyze traffic. Learn more OK, Got it.[Deleted User] · Community Prediction Competition · 8 years ago Late Submission more_horiz Boston Housing Boston HousingOverview...
Kaggle uses cookies from Google to deliver and enhance the quality of its services and to analyze traffic. Learn more OK, Got it.Veronica · Community Prediction Competition · 5 years ago Late Submissionmore_horiz Boston Housing Dataset