%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
PTRN = [1 2 3 4 5 0 1 2 5; 1 2 3 4 5 1 1 1 1]
TTRN = [2 4 6 8 10 0 2 3 6]
PTST = [ 1 4 4 2 3 ; 4 4 1 2 3 ]
[ I NTRN ] = SIZE(PTRN) % [ 2 9 ] [ O NTRN ] = SIZE(TTRN) % [ 1 9 ]
DID YOU MAKE A CONTOUR PLOT OF TTRN VS PTRN?
DID YOU OVERLAY THE POINTS OF PTST ON THE CONTOUR PLOT?
NEQ = NTRN*O % 9 NW = (I+1)*H+(H+1)*O % 30 + 11 = 41
YOU HAVE ONLY 9 TRAINING EQUATIONS FOR 41 UNKNOWN WEIGHTS.
DON'T EXPECT MUCH WHEN YOU USE THIS NET FOR NONTRAINING DATA
UNLESS:
1. YOU USE STOPPED TRAINING WITH A VALIDATION SET AND/OR
2. YOU USE REGULARIZATION VIA TRAINBR AND/OR
3. YOU REDUCE H AND/OR
4. YOU INCREASE NTRN
WHAT DID YOU GET FOR
MSETRN00 = VAR(TTRN)
YTRN = SIM(NET,PTRN)
ETRN = TTRN-YTRN
MSETRN = MSE(ETRN)
R2TRN = 1-MSETRN/MSETRN00
HOPE THIS HELPS.
GREG
