Training routine for Sugeno-type fuzzy inference s
no vote
anfis uses a hybrid learning algorithm to tune the parameters of a Sugeno-type fuzzy inference system (FIS). The algorithm uses a combination of the least-squares and back-propagation gradient descent methods to model a training data set. anfis also validates models using a checking data set to test for overfitting of the training data.