Research Article

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

Table 5

Test performance of the NF models (handiness).

ModelsAverage RMSEAverage computational time*/s

SC-based ANFIS0.35330.6859
FCM-based ANFIS0.13120.6277
DENFIS without BP0.13870.5047
DENFIS with BP0.07244

Average computational time per update of dynamic NF models is 0.01869 s.