Research Article

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

Table 2

Test performance of the NF models (simplicity).

ModelsAverage RMSEAverage computational time*/s

SC-based ANFIS0.28740.6921
FCM-based ANFIS0.1660.6157
DENFIS without BP0.1470.4991
DENFIS with BP0.1474

Average computational time per update of dynamic NF models is 0.01848 s.