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Predicting property prices with machine learning algorithms
Winky K.O. Ho
, Bo Sin Tang
,
Siu Wai Wong
The Hong Kong Polytechnic University
Research output
:
Journal article publication
›
Journal article
›
Academic research
›
peer-review
238
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Citations (Scopus)
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Keyphrases
Machine Learning Algorithms
100%
Support Vector Machine
100%
Property Prices
100%
Property Prediction
100%
Random Forest
50%
Gradient Boosting Machine
50%
Hong Kong
25%
Prediction Accuracy
25%
Tight
25%
Three-machine
25%
Machine Learning
25%
Mean Absolute Percentage Error
25%
Property Evaluation
25%
Root Mean Square Error
25%
Performance Metrics
25%
Predictive Power
25%
Mean Square Error
25%
Housing Transactions
25%
Property Valuation
25%
Data Fitting
25%
Property Price Prediction
25%
Better Performance
25%
Social Sciences
Machine Learning Algorithm
100%
Random Forest
100%
Hong Kong
50%
Machine Learning
50%
Learning System
50%
Mathematics
Support Vector Machine
100%
Mean Square Error
50%
Predictive Power
25%
Apply It
25%
Data Fitting
25%
Accurate Prediction
25%
Data Sample
25%
Earth and Planetary Sciences
Machine Learning
100%
Support Vector Machine
100%
Hong Kong
25%
Economics, Econometrics and Finance
Real Estate Price
100%
Machine Learning
100%
Psychology
Learning Algorithm
100%