Housing Price Prediction
(Sprache: Englisch)
The objective of this paper is to evaluate the performance of the grey relational analysis in predicting the housing price for the real estate market of Taiwan. An instance-based approach which used k-nearest neighbor classifier was also applied for...
Jetzt vorbestellen
versandkostenfrei
Buch (Kartoniert)
37.00 €
- Lastschrift, Kreditkarte, Paypal, Rechnung
- Kostenlose Rücksendung
Produktdetails
Produktinformationen zu „Housing Price Prediction “
Klappentext zu „Housing Price Prediction “
The objective of this paper is to evaluate the performance of the grey relational analysis in predicting the housing price for the real estate market of Taiwan. An instance-based approach which used k-nearest neighbor classifier was also applied for performance comparison. The grey relational analysis was modified to calculate the weighted synthesis of the top ten matching instances through various weighting strategies. The experimental results in this paper concluded that the grey relational analysis outperformed the instance-based approach in terms of the mean absolute error, root mean square error and relative absolute error. In addition, the synthesis strategy with descending weights performed better than the averaging weights during the integration process of matching instances. The result also suggested that the performance was slightly decreased if the top ten matching instances were reduced to five instances. The grey relational analysis integrated with the weighted synthesis model can assist both buyers and owners in identifying opportunities and estimating the potential risks in a worsening real estate market.
Autoren-Porträt von Wei Peng Tan, Tsung-Nan Chou
Wei Peng Tan is studying for a Ph.D. degree in Business Administration at Chaoyang University of Technology, Taiwan. He received his master degree in Financial Management at the Chaoyang University of Technology. His research interests are leisure sports and health, physical fitness, strategy development and business management.
Bibliographische Angaben
- Autoren: Wei Peng Tan , Tsung-Nan Chou
- 2018, 64 Seiten, Maße: 15 x 22 cm, Kartoniert (TB), Englisch
- Verlag: LAP Lambert Academic Publishing
- ISBN-10: 333033682X
- ISBN-13: 9783330336827
- Erscheinungsdatum: 09.02.2018
Sprache:
Englisch
Kommentar zu "Housing Price Prediction"
Schreiben Sie einen Kommentar zu "Housing Price Prediction".
Kommentar verfassen