Real Estate Valuation
About
The real estate valuation is a regression problem. The market historical data set of real estate valuation are collected from Sindian Dist., New Taipei City, Taiwan.
The market historical data set of real estate valuation are collected from Sindian Dist., New Taipei City, Taiwan. The “real estate valuation†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).
Subject Area
Business
Instances
414
Features
6
Data Types
Multivariate
Tasks
Regression
Feature Types
Integer, Continuous
Features
| Name | Role | Type | Units | Missing Values | Description |
|---|---|---|---|---|---|
| No | Id | Integer | - | No | |
| X1 transaction date | Feature | Continuous | - | No | |
| X2 house age | Feature | Continuous | year | No | |
| X3 distance to the nearest MRT station | Feature | Continuous | meter | No | |
| X4 number of convenience stores | Feature | Integer | integer | No | |
| X5 latitude | Feature | Continuous | degree | No | |
| X6 longitude | Feature | Continuous | degree | No | |
| Y house price of unit area | Target | Continuous | 10000 New Taiwan Dollar/Ping | No |
Introductory Paper
Building real estate valuation models with comparative approach through case-based reasoning
I. Yeh, Tzu-Kuang Hsu. 2018.
Applied Soft Computing