Prediction accuracy in mass appraisal: a comparison of modern approaches

The findings demonstrate that the geostatistical localised regression approach is superior in terms of model explanation, reliability and accuracy and the MRA approach outperforms the ‘black box’ nature of the ANN technique in relation to cost-effectiveness and user-friendly applicability.