Investigation of Mixture of Experts Applied to Residential Premises Valuation

摘要: Several experiments were conducted in order to investigate the usefulness of mixture experts approach an online internet system assisting real estate appraisal. All performed using real-world datasets taken from a cadastral system. The analysis results was statistical methodology including nonparametric tests followed by post-hoc procedures designed especially for multiple 1×N and N×N comparisons. architectures studied paper comprised: four algorithms used as expert networks: glm --- general linear model, mlp multilayer perceptron two support vector regression e-SVR ν-SVR well three glm, mlp, gmm gaussian model employed gating networks.