Ames, Iowa: Alternative to the Boston Housing Data as an End of Semester Regression Project
By D. Cock. 2011
160 citations recorded by the source corpus.
This paper presents a data set describing the sale of individual residential property in Ames, Iowa from 2006 to 2010. The data set contains 2930 observations and a large number of explanatory vari...
Subfields: Economics and Econometrics, Sociology and Political Science
View Paper: https://www.semanticscholar.org/paper/7696e77ee17af7165a29d83667c0dab3a34e5a7b
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Citations in the corpus
- Dive into Deep Learning (2020, background): “This dataset, collected by Bart de Cock in 2011 (DeCock, 2011), covers house prices in Ames, IA from the period of 2006–2010. It is considerably larger than the famous Boston housing dataset73 of Harrison and Rubinfeld (1978), boasting both more examples and more features.”
- The Effects of Data Quality on Machine Learning Performance (2022, background): “Located in Ames, Iowa, it contains features of houses in the city to determine their sales price [14].”
- The effects of data quality on machine learning performance on tabular data (2022, unknown): “Located in Ames, Iowa, it contains features of houses in the city to determine their sales price [15].”