Investigation of the eTS Evolving Fuzzy Systems Applied to Real Estate Appraisal

摘要

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 nonpara-metric tests followed by post hoc procedures designed for multiple comparisons. The results confirmed the advantages of the eTS algorithm.