() Anfisedit ( Matlab). (ANFIS Editor), , , , .
, ( )- (Training data), (Checking data)
(Testing data), ( *dat -), , () ; , .
*dat:
-1 1 7
-0.6 0.36 8
1.0 0.0 4
0.4 0.16 6
, , .
, , , , , , .
; , . (- , , , .
, . ( ) () .
ANFIS Editor .
Load data ( ):
1) (Type) ( -Training; - Testing, Checking, Demo);
2) , : Matlab(workspace).
, -Load Data ( ) Clear ( ).
( ANFIS Generate FIS ( ). :
1) (Load from disk);
2) Matlab(Load from worksp.);
3) () - (Grid partition);
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4) ( ) (Sub.clustering).
, Generate FIS, .
Train FIS ( ) (Optim. Metod) ( ) (hybrid) (backpropa), ( ) (Error Tolerance), , (Epochs), ; , , , .
Train Now ( ) , .
ANFIS (ANFIS Info.) : , , ; Structure () .
Clear .
Test FIS ( ) ( Training data, Testing data Checking data). Test Now .