Mining Housing Features to Classify Housing Unit Price
نویسندگان
چکیده
In data mining, classification builds an interdisciplinary field upon from statistics, computer science, mathematics and many other disciplines. There are numerous statistical applications where parametric non-parametric methods frequently used to train estimate mapping function. this study, two of the most widely techniques applied a real dataset. The goal study is compare success ordinal logistic regression trees predict categorical response. For purpose, potential factors affecting housing unit price for sale as being dependent variable with three classes in Eskişehir were examined. set was split into train, validation test groups. performance demonstrated 5-fold cross technique. According results, more successful made algorithm.
منابع مشابه
Housing Price Prediction
This paper explores the question of how house prices in five different counties are affected by housing characteristics (both internally, such as number of bathrooms, bedrooms, etc. and externally, such as public schools’ scores or the walkability score of the neighborhood). Using data from sold houses listed on Zillow, Trulia and Redfin, three prominent housing websites, this paper utilizes bo...
متن کاملExploring Metropolitan Housing Price Volatility
This paper uses MSA level data and a panel VAR model to analyze the dynamic determination and impact of the volatility of single-family home value appreciation. We find that the volatility can be magnified by an exogenous increase in the home appreciation rate, responds to changes in the population growth rate, and is serially correlated. Moreover, an exogenous increase in the volatility increa...
متن کاملThe Study on the Stationarity of Housing Price-to-Rent and Housing Price-to-Income Ratios in China
This paper aims to examine whether a bubble is present in the housing market of China. Thus, we use the housing price-to-income ratios and housing price-to-rent ratios of 35 cities from 1998 to 2010. The methods of the panel KSS unit root test with a Fourier function and the SPSM process are likewise used. The panel KSS unit root test with a Fourier function considers the problem of non-lineari...
متن کاملHousing and the Mining Boom
At the start of the 2000s Australia was derided by some for being an ‘old economy’. It lacked a substantial information and communications technology sector and was seen to be overly dependent on the extraction of resources, an activity that was not going to be enriching due to the declining relative value of commodities and weak potential productivity gains. However, by the end of the 2000s Au...
متن کاملA Dymimic Model of Housing Price Determination
This paper presents and ‘estimates a model of the resale housing market. The data are a cross-section of monthly time series obtained from the multiple-listing service for a suburb of San Diego. The model is specified and estimated as a dynamic multiple indicator multiple cause system of equations where the capitalization rate is taken to be an unobservable time series to be estimated jointly w...
متن کاملذخیره در منابع من
با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید
ژورنال
عنوان ژورنال: Süleyman Demirel Üniversitesi Fen Bilimleri Enstitüsü Dergisi
سال: 2022
ISSN: ['1308-6529', '1300-7688']
DOI: https://doi.org/10.19113/sdufenbed.1073504