Research Article

A Modified Dynamic Evolving Neural-Fuzzy Approach to Modeling Customer Satisfaction for Affective Design

Table 3

Test performance of the NF models (uniqueness).

ModelsAverage RMSEAverage computational time*/s

SC-based ANFIS0.28590.692
FCM-based ANFIS0.10860.606
DENFIS without BP0.1010.4876
DENFIS with BP0.1143

Average computational time per update of dynamic NF models is 0.01806 s.