$Q_4$ : $(10$ marks$)$

Given the below iris flowers classification dataset $(150$ dataset$).$ We would like to design an ANFIS CLASSIFIER $($Hybrid intelligent systems: Neural expert systems and neuro fuzzy systems$).$ Design the ANFIS system to classify the different classes for the $($three$)$ classes. Define the number of the ANN$-$fuzzy classifier inputs $($four features selected by you$).$ Show the details of the ANFIS, with the details and the rules. Approve that the ANFIS is working by testing its performance.

Quoted Image: iris flowers classification process

Show the designed ANFIS system topology. $(2$ marks$).$

Define the inputs $($features$),$ and the classes. $(2$ marks$)$

Simulate the system operation via hand $($with numerical$).(6$ marks$)$

$3$