An attempt has been made to employ evolving Takagi-Sugeno algorithm (ets) to built models assisting property valuation on the basis of actual data drawn from cadastral system, registry of sales transactions, and a cad...
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ISBN:
(纸本)9783642043932
An attempt has been made to employ evolving Takagi-Sugeno algorithm (ets) to built models assisting property valuation on the basis of actual data drawn from cadastral system, registry of sales transactions, and a cadastral map. Seven methods of feature selection were applied an evaluated. The ets performance was compared to three algorithms implemented in KEEL, including decision trees for regression. neural network. and Support vector machine. The results confirmed the advantages of the etsalgorithm.
The evolving Takagi-Sugeno algorithm (ets) was employed to built models assisting with property valuation on the basis of real-world data drawn from a cadastral system, registry of sales transactions, and cadastral ma...
详细信息
The evolving Takagi-Sugeno algorithm (ets) was employed to built models assisting with property valuation on the basis of real-world data drawn from a cadastral system, registry of sales transactions, and cadastral map. The ets performance was compared with evolutionary fuzzy systems implemented in KEEL. Statistical analysis of the results was performed using nonparametric tests followed by post hoc procedures designed for multiple comparisons. The results confirmed the advantages of the etsalgorithm.
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