房地产估价数据集

Original Owner and Donor Name: Prof. I-Cheng Yeh Institutions: Department of Civil Engineering, Tamkang University, Taiwan. Email: 140910 '@' mail.tku.edu.tw TEL: [phone] ext. 3181 Date Donated: Aug. 18, 2018 Data Set Information: The market historical data set of real estate valuation are collected from Sindian Dist., New Taipei City, Taiwan. The a€?real estate valuationa€? is a regression problem. The data set was randomly split into the training data set (2/3 samples) and the testing data set (1/3 samples). Attribute Information: The inputs are as follows X1=the transaction date (for example, 2013.250=2013 March, 2013.500=2013 June, etc.) X2=the house age (unit: year) X3=the distance to the nearest MRT station (unit: meter) X4=the number of convenience stores in the living circle on foot (integer) X5=the geographic coordinate, latitude. (unit: degree) X6=the geographic coordinate, longitude. (unit: degree) The output is as follow Y= house price of unit area (10000 New Taiwan Dollar/Ping, where Ping is a local unit, 1 Ping = 3.3 meter squared) Relevant Papers: Yeh, I. C., & Hsu, T. K. (2018). Building real estate valuation models with comparative approach through case-based reasoning. Applied Soft Computing, 65, 260-271. Citation Request: Yeh, I. C., & Hsu, T. K. (2018). Building real estate valuation models with comparative approach through case-based reasoning. Applied Soft Computing, 65, 260-271.